{
  "session_id": "20260522_230108_c351cf3a",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-22T23:01:09.153644",
  "last_updated": "2026-05-23T00:07:38.039313",
  "system_prompt": "# Hermes Agent Persona\n\n<!--\nThis file defines the agent's personality and tone.\nThe agent will embody whatever you write here.\nEdit this to customize how Hermes communicates with you.\n\nExamples:\n  - \"You are a warm, playful assistant who uses kaomoji occasionally.\"\n  - \"You are a concise technical expert. No fluff, just facts.\"\n  - \"You speak like a friendly coworker who happens to know everything.\"\n\nThis file is loaded fresh each message -- no restart needed.\nDelete the contents (or this file) to use the default personality.\n-->\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. Specifically: do not record PR numbers, issue numbers, commit SHAs, 'fixed bug X', 'submitted PR Y', 'Phase N done', file counts, or any artifact that will be stale in 7 days. If a fact will be stale in a week, it does not belong in memory. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. When the user references something from a past conversation or you suspect relevant cross-session context exists, use session_search to recall it before asking them to repeat themselves. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n<tool_persistence>\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n</tool_persistence>\n\n<mandatory_tool_use>\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n</mandatory_tool_use>\n\n<act_dont_ask>\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n</act_dont_ask>\n\n<prerequisite_checks>\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n</prerequisite_checks>\n\n<verification>\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n</verification>\n\n<missing_context>\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n</missing_context>\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  cronjob:\n    - cronjob: Scheduling and managing recurring tasks via Hermes cron. ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + anti-temptation rules for an orc...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - mcp-delegation: Delegating tasks to OpenClaw/FRIDAY via MCP (Model Contex...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  edge-tts:\n    - edge-tts: Text-to-speech using Microsoft Edge TTS. Supports multipl...\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  finance:\n    - finance-system-architecture: Design/implement the user's JARVIS Finance System: CHF le...\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  health:\n    - health-data-management: Gesundheitsdaten-Verwaltungssystem — JARVIS verwaltet all...\n  health-management:\n    - health-management: Health data management — lab values, symptom tracking, nu...\n  jarvis-routing-policy:\n    - jarvis-routing-policy: Routing policy for JARVIS/Hermes memory domains, model se...\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, create, and edit notes in the Obsidian vault.\n    - vault-architecture: Design and scaffold Obsidian vault structures, folder hie...\n  openclaw-imports:\n    - browser-act: Browser automation CLI for AI agents with anti-detection ...\n    - gog: Google Workspace CLI for Gmail, Calendar, Drive, Contacts...\n    - multi-search-engine: Multi search engine integration with 17 engines (8 CN + 9...\n    - openai-whisper: Local speech-to-text with the Whisper CLI (no API key).\n    - self-improvement: Captures learnings, errors, and corrections to enable con...\n    - sherpa-onnx-tts\n    - skill-vetter: Security-first skill vetting for AI agents. Use before in...\n    - summarize: Summarize URLs or files with the summarize CLI (web, PDFs...\n    - tavily: Tavily web search, content extraction, and research tools.\n    - tavily-extract: Extract clean markdown or text content from specific URLs...\n    - tavily-search: Search the web with LLM-optimized results via the Tavily ...\n    - todoist: Manage tasks and projects in Todoist via REST API v1. Use...\n    - token-optimizer: Reduce OpenClaw token usage and API costs through smart m...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - maps: Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API + ntn CLI: pages, databases, markdown, Workers.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - teams-meeting-pipeline: Operate the Teams meeting summary pipeline via Hermes CLI...\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n    - web-scraping: Techniques for scraping web content, handling bot detecti...\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - vue-primevue-dashboard-migration: Incrementally migrate Vue/Vite dashboards to PrimeVue/Aur...\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yazio-integration:\n    - yazio-integration: Access YAZIO API to retrieve logged meals and nutrition d...\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nHost: Linux (6.17.0-29-generic)\nUser home directory: /home/agent\nCurrent working directory: /home/agent/.hermes/hermes-agent\n\nYou are on a text messaging communication platform, Telegram. Standard markdown is automatically converted to Telegram format. Supported: **bold**, *italic*, ~~strikethrough~~, ||spoiler||, `inline code`, ```code blocks```, [links](url), and ## headers. Telegram has NO table syntax — prefer bullet lists or labeled key: value pairs over pipe tables (any tables you do emit are auto-rewritten into row-group bullets, which you can produce directly for cleaner output). You can send media files natively: to deliver a file to the user, include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) appear as photos, audio (.ogg) sends as voice bubbles, and videos (.mp4) play inline. You can also include image URLs in markdown format ![alt](url) and they will be sent as native photos.\n\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## AGENTS.md\n\n# GLOBALE ORCHESTRIERUNGS-REGELN\n\n## 1. Rolle\nDu bist JARVIS, der Chef-Architekt und Orchestrator. Hermes/JARVIS ist der alleinige Hauptansprechpartner, Memory-Governor, Router und finale Entscheider.\n\n## 2. Ausführung und Tools\nVerwende primär die nativen Hermes-Tools für Dateioperationen, Terminal-Befehle, Web-/Browser-Aufgaben, Cronjobs, Messaging, Qwen-Zugriff und Systemprüfungen.\n\nOpenClaw/FRIDAY ist nicht mehr Standard-Executor. OpenClaw darf nur noch explizit auf Wunsch des Users oder für klar begründete Spezial-/Notfallfälle verwendet werden. Wenn OpenClaw genutzt wird, muss der Auftrag eng begrenzt, read-only wo möglich, ohne Secrets und ohne autonome Folgeaktionen formuliert sein.\n\n## 3. Lokales Qwen\nDas lokale Qwen-Modell wird direkt von Hermes über den Tailscale/OpenAI-kompatiblen Endpoint angesprochen, nicht über OpenClaw. Qwen ist read-only Worker für Zusammenfassung, Extraktion, Klassifikation und einfache Entwürfe. Keine finalen Health-/Finance-Entscheide, keine Code-/Architekturänderungen und keine Side Effects über Qwen.\n\n## 4. Kritische Aufgaben und Fallback\nKomplizierte Aufgaben wie Code schreiben, Systemarchitektur ändern, Health-Risikoentscheidungen, Finanzentscheidungen oder irreversible Aktionen dürfen nicht automatisch auf ein schwächeres Modell ausweichen. Bei GPT-5.5 Rate-Limit oder Ausfall: pausieren und Sir fragen.\n\n## 5. Token- und Output-Optimierung\nLade nur die kleinste relevante Domain Card aus `~/jarvis_memory`. Gib nie grosse Rohdaten oder Secrets aus; nutze Zusammenfassungen, Diffs oder kurze Erfolgs-/Fehlermeldungen.\n\n══════════════════════════════════════════════\nMEMORY (your personal notes) [99% — 2,191/2,200 chars]\n══════════════════════════════════════════════\n*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\n§\n---\n§\nÜber mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\n§\nÜber mich: **Sprache:** Deutsch mit englischen Fachbegriffen\n§\nTTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\n§\nModelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\n§\nModellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\n§\nOpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\n§\nHealth backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\n§\nAPI-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\n§\nGoogle Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\n§\nGoogle Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\n§\nGoogle Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\n§\nGoogle Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\n§\nGoogle Workspace (gog): **Client:** default\n§\nGoogle Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\n§\nKalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\n§\nKalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\n§\nKalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\n§\nJARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\n§\nTelegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\n§\nFinanceManager GitHub token CSV: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv`; use `github_pat_`/`ghp_` cell; never quote token.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [99% — 1,371/1,375 chars]\n══════════════════════════════════════════════\n**Notes:** Mein Herr. Loyaler Partner.\n§\n**Name:** Sir\n§\n**Voice preference:** de-DE-KillianNeural (German male voice, natural/clear) — default for all TTS output\n§\n**Language:** Deutsch mit englischen Fachbegriffen\n§\nKommunikationspräferenzen: **Sprachnachricht → Antwort per Sprachnachricht**\n§\nKommunikationspräferenzen: **Textnachricht → Antwort per Text**\n§\nUser wants JARVIS to act as a comprehensive health-management advisor: consolidate lab reports, clinical reports, nutrition/YAZIO, daily health email data, symptoms and events; make insights visible via dashboards/reports; use a 4-eyes review workflow for extracted lab values before treating them as confirmed.\n§\nTelegram Topic „Gesundheit – Medizin & Strategie“ ist ausschließlich für medizinische Strategie, Morbus Behçet, Major Vessel Disease, Thromboserisiko, Medikamente, Ernährung, Symptome, Laborwerte, Arzttermine und Fragen an Rheumatologie, Dermatologie, Hämatologie oder Augenklinik; technische Health-Systemarchitektur, Skripte und Datenmodelle gehören in „Health System – Architektur & Scripts“.\n§\nFinance: no real amounts/IDs/API keys in chat; credentials via terminal/runtime files; no DB/CSV/keys/reports in Git/frontend; backups+audit; Preview→Confirm→Audit; no fake prices/buttons; OpenFIGI never show/store; never auto-book. Grocery: mappings learned; provider calls explicit/cache-first.\n\nConversation started: Friday, May 22, 2026 11:01 PM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "browser_back",
        "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_click",
        "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e5', '@e12')"
            }
          },
          "required": [
            "ref"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_console",
        "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.",
        "parameters": {
          "type": "object",
          "properties": {
            "clear": {
              "type": "boolean",
              "default": false,
              "description": "If true, clear the message buffers after reading"
            },
            "expression": {
              "type": "string",
              "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_get_images",
        "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_navigate",
        "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.",
        "parameters": {
          "type": "object",
          "properties": {
            "url": {
              "type": "string",
              "description": "The URL to navigate to (e.g., 'https://example.com')"
            }
          },
          "required": [
            "url"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_press",
        "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "key": {
              "type": "string",
              "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')"
            }
          },
          "required": [
            "key"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_scroll",
        "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "direction": {
              "type": "string",
              "enum": [
                "up",
                "down"
              ],
              "description": "Direction to scroll"
            }
          },
          "required": [
            "direction"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_snapshot",
        "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.",
        "parameters": {
          "type": "object",
          "properties": {
            "full": {
              "type": "boolean",
              "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_type",
        "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e3')"
            },
            "text": {
              "type": "string",
              "description": "The text to type into the field"
            }
          },
          "required": [
            "ref",
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_vision",
        "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA:<screenshot_path> in your response. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "What you want to know about the page visually. Be specific about what you're looking for."
            },
            "annotate": {
              "type": "boolean",
              "default": false,
              "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "clarify",
        "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "The question to present to the user."
            },
            "choices": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 4,
              "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "cronjob",
        "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nTo stop a job the user no longer wants: first action='list' to find the job_id, then action='remove' with that job_id. Never guess job IDs — always list first.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "description": "One of: create, list, update, pause, resume, remove, run"
            },
            "job_id": {
              "type": "string",
              "description": "Required for update/pause/resume/remove/run"
            },
            "prompt": {
              "type": "string",
              "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills."
            },
            "schedule": {
              "type": "string",
              "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp"
            },
            "name": {
              "type": "string",
              "description": "Optional human-friendly name"
            },
            "repeat": {
              "type": "integer",
              "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)."
            },
            "deliver": {
              "type": "string",
              "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), 'all' (fan out to every connected home channel), or platform:chat_id:thread_id for a specific destination. Combine with comma: 'origin,all' delivers to the origin plus every other connected channel. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567', 'all'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting. 'all' resolves at fire time, so a job created before a channel was wired up will pick it up automatically once connected."
            },
            "skills": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills."
            },
            "model": {
              "type": "object",
              "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.",
              "properties": {
                "provider": {
                  "type": "string",
                  "description": "Provider name (e.g. 'openrouter', 'anthropic', or 'custom:<name>' for a provider defined in custom_providers config — always include the ':<name>' suffix, never pass the bare 'custom'). Omit to use and pin the current provider."
                },
                "model": {
                  "type": "string",
                  "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')"
                }
              },
              "required": [
                "model"
              ]
            },
            "script": {
              "type": "string",
              "description": "Optional path to a script that runs each tick. In the default mode its stdout is injected into the agent's prompt as context (data-collection / change-detection pattern). With no_agent=True, the script IS the job and its stdout is delivered verbatim (classic watchdog pattern). Relative paths resolve under ~/.hermes/scripts/. ``.sh``/``.bash`` extensions run via bash, everything else via Python. On update, pass empty string to clear."
            },
            "no_agent": {
              "type": "boolean",
              "default": false,
              "description": "Default: False (LLM-driven job — the agent runs the prompt each tick). Set True to skip the LLM entirely: the scheduler just runs ``script`` on schedule and delivers its stdout verbatim. No tokens, no agent loop, no model override honoured. \n\nREQUIREMENTS when True: ``script`` MUST be set (``prompt`` and ``skills`` are ignored). \n\nDELIVERY SEMANTICS when True: (a) non-empty stdout is sent verbatim as the message; (b) EMPTY stdout means SILENT — nothing is sent to the user and they won't see anything happened, so design your script to stay quiet when there's nothing to report (the watchdog pattern); (c) non-zero exit / timeout sends an error alert so a broken watchdog can't fail silently. \n\nWHEN TO USE True: recurring script-only pings where the script itself produces the exact message text (memory/disk/GPU watchdogs, threshold alerts, heartbeats, CI notifications, API pollers with a fixed output shape). WHEN TO USE False (default): anything that needs reasoning — summarize a feed, draft a daily briefing, pick interesting items, rephrase data for a human, follow conditional logic based on content."
            },
            "context_from": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional job ID or list of job IDs whose most recent completed output is injected into the prompt as context before each run. Use this to chain cron jobs: job A collects data, job B processes it. Each entry must be a valid job ID (from cronjob action='list'). Note: injects the most recent completed output — does not wait for upstream jobs running in the same tick. On update, pass an empty array to clear."
            },
            "enabled_toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional list of toolset names to restrict the job's agent to (e.g. [\"web\", \"terminal\", \"file\", \"delegation\"]). When set, only tools from these toolsets are loaded, significantly reducing input token overhead. When omitted, all default tools are loaded. Infer from the job's prompt — e.g. use \"web\" if it calls web_search, \"terminal\" if it runs scripts, \"file\" if it reads files, \"delegation\" if it calls delegate_task. On update, pass an empty array to clear."
            },
            "workdir": {
              "type": "string",
              "description": "Optional absolute path to run the job from. When set, AGENTS.md / CLAUDE.md / .cursorrules from that directory are injected into the system prompt, and the terminal/file/code_exec tools use it as their working directory — useful for running a job inside a specific project repo. Must be an absolute path that exists. When unset (default), preserves the original behaviour: no project context files, tools use the scheduler's cwd. On update, pass an empty string to clear. Jobs with workdir run sequentially (not parallel) to keep per-job directories isolated."
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "delegate_task",
        "description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to 3 items concurrently for this user (configured via delegation.max_concurrent_children in config.yaml). All run in parallel and results are returned together. Nested delegation is OFF for this user (max_spawn_depth=1): every child is a leaf and cannot delegate further. Raise delegation.max_spawn_depth in config.yaml to enable nesting.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n- Durable long-running work that must outlive the current turn -> use cronjob (action='create') or terminal(background=True, notify_on_complete=True) instead. delegate_task runs SYNCHRONOUSLY inside the parent turn: if the parent is interrupted (user sends a new message, /stop, /new) the child is cancelled with status='interrupted' and its work is discarded. Children cannot continue in the background.\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- If the user is writing in a non-English language, or asked for output in a specific language / tone / style, say so in 'context' (e.g. \"respond in Chinese\", \"return output in Japanese\"). Otherwise subagents default to English and their summaries will contaminate your final reply with the wrong language.\n- Subagent summaries are SELF-REPORTS, not verified facts. A subagent that claims \"uploaded successfully\" or \"file written\" may be wrong. For operations with external side-effects (HTTP POST/PUT, remote writes, file creation at shared paths, publishing), require the subagent to return a verifiable handle (URL, ID, absolute path, HTTP status) and verify it yourself — fetch the URL, stat the file, read back the content — before telling the user the operation succeeded.\n- Leaf subagents (role='leaf', the default) CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Orchestrator subagents (role='orchestrator') retain delegate_task so they can spawn their own workers, but still cannot use clarify, memory, send_message, or execute_code. Orchestrators are bounded by max_spawn_depth=1 for this user and can be disabled globally via delegation.orchestrator_enabled=false.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.",
        "parameters": {
          "type": "object",
          "properties": {
            "goal": {
              "type": "string",
              "description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."
            },
            "context": {
              "type": "string",
              "description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."
            },
            "toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."
            },
            "tasks": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "goal": {
                    "type": "string",
                    "description": "Task goal"
                  },
                  "context": {
                    "type": "string",
                    "description": "Task-specific context"
                  },
                  "toolsets": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Toolsets for this specific task. Available: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."
                  },
                  "acp_command": {
                    "type": "string",
                    "description": "Per-task ACP command override (e.g. 'copilot'). Overrides the top-level acp_command for this task only. Do NOT set unless the user explicitly told you an ACP CLI is installed."
                  },
                  "acp_args": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Per-task ACP args override. Leave empty unless acp_command is set."
                  },
                  "role": {
                    "type": "string",
                    "enum": [
                      "leaf",
                      "orchestrator"
                    ],
                    "description": "Per-task role override. See top-level 'role' for semantics."
                  }
                },
                "required": [
                  "goal"
                ]
              },
              "description": "Batch mode: tasks to run in parallel (up to 3 for this user, set via delegation.max_concurrent_children). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."
            },
            "role": {
              "type": "string",
              "enum": [
                "leaf",
                "orchestrator"
              ],
              "description": "Role of the child agent. 'leaf' (default) = focused worker, cannot delegate further. 'orchestrator' = can use delegate_task to spawn its own workers. Nesting is OFF for this user (max_spawn_depth=1); 'orchestrator' is silently forced to 'leaf'. Raise delegation.max_spawn_depth in config.yaml to enable."
            },
            "acp_command": {
              "type": "string",
              "description": "Override ACP command for child agents (e.g. 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Requires an ACP-compatible CLI (currently GitHub Copilot CLI via 'copilot --acp --stdio'). See agent/copilot_acp_client.py for the implementation. IMPORTANT: Do NOT set this unless the user has explicitly told you a specific ACP-compatible CLI is installed and configured. Leave empty to use the parent's default transport (Hermes subagents)."
            },
            "acp_args": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Leave empty unless acp_command is explicitly provided."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "execute_code",
        "description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n  read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n    Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n  write_file(path: str, content: str) -> dict\n    Always overwrites the entire file.\n  search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n    target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n  patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n    Replaces old_string with new_string in the file.\n  terminal(command: str, timeout=None, workdir=None) -> dict\n    Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nScripts run in the session's working directory with the active venv's python, so project deps (pandas, etc.) and relative paths work like in terminal().\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n  json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n  shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n  retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures",
        "parameters": {
          "type": "object",
          "properties": {
            "code": {
              "type": "string",
              "description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."
            }
          },
          "required": [
            "code"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "image_generate",
        "description": "Generate high-quality images from text prompts. The underlying backend (FAL, OpenAI, etc.) and model are user-configured and not selectable by the agent. Returns either a URL or an absolute file path in the `image` field; display it with markdown ![description](url-or-path) and the gateway will deliver it.",
        "parameters": {
          "type": "object",
          "properties": {
            "prompt": {
              "type": "string",
              "description": "The text prompt describing the desired image. Be detailed and descriptive."
            },
            "aspect_ratio": {
              "type": "string",
              "enum": [
                "landscape",
                "square",
                "portrait"
              ],
              "description": "The aspect ratio of the generated image. 'landscape' is 16:9 wide, 'portrait' is 16:9 tall, 'square' is 1:1.",
              "default": "landscape"
            }
          },
          "required": [
            "prompt"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "patch",
        "description": "Targeted find-and-replace edits in files. Use this instead of sed/awk in terminal. Uses fuzzy matching (9 strategies) so minor whitespace/indentation differences won't break it. Returns a unified diff. Auto-runs syntax checks after editing.\n\nREPLACE MODE (mode='replace', default): find a unique string and replace it. REQUIRED PARAMETERS: mode, path, old_string, new_string.\nPATCH MODE (mode='patch'): apply V4A multi-file patches for bulk changes. REQUIRED PARAMETERS: mode, patch.",
        "parameters": {
          "type": "object",
          "properties": {
            "mode": {
              "type": "string",
              "enum": [
                "replace",
                "patch"
              ],
              "description": "Edit mode. 'replace' (default): requires path + old_string + new_string. 'patch': requires patch content only.",
              "default": "replace"
            },
            "path": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. File path to edit."
            },
            "old_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Exact text to find and replace. Must be unique in the file unless replace_all=true. Include surrounding context lines to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Replacement text. Pass empty string '' to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "Replace all occurrences instead of requiring a unique match (default: false)",
              "default": false
            },
            "patch": {
              "type": "string",
              "description": "REQUIRED when mode='patch'. V4A format patch content. Format:\n*** Begin Patch\n*** Update File: path/to/file\n@@ context hint @@\n context line\n-removed line\n+added line\n*** End Patch"
            }
          },
          "required": [
            "mode"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "process",
        "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "list",
                "poll",
                "log",
                "wait",
                "kill",
                "write",
                "submit",
                "close"
              ],
              "description": "Action to perform on background processes"
            },
            "session_id": {
              "type": "string",
              "description": "Process session ID (from terminal background output). Required for all actions except 'list'."
            },
            "data": {
              "type": "string",
              "description": "Text to send to process stdin (for 'write' and 'submit' actions)"
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.",
              "minimum": 1
            },
            "offset": {
              "type": "integer",
              "description": "Line offset for 'log' action (default: last 200 lines)"
            },
            "limit": {
              "type": "integer",
              "description": "Max lines to return for 'log' action",
              "minimum": 1
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "read_file",
        "description": "Read a text file with line numbers and pagination. Use this instead of cat/head/tail in terminal. Output format: 'LINE_NUM|CONTENT'. Suggests similar filenames if not found. Use offset and limit for large files. Reads exceeding ~100K characters are rejected; use offset and limit to read specific sections of large files. NOTE: Cannot read images or binary files — use vision_analyze for images.",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to read (absolute, relative, or ~/path)"
            },
            "offset": {
              "type": "integer",
              "description": "Line number to start reading from (1-indexed, default: 1)",
              "default": 1,
              "minimum": 1
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of lines to read (default: 500, max: 2000)",
              "default": 500,
              "maximum": 2000
            }
          },
          "required": [
            "path"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "search_files",
        "description": "Search file contents or find files by name. Use this instead of grep/rg/find/ls in terminal. Ripgrep-backed, faster than shell equivalents.\n\nContent search (target='content'): Regex search inside files. Output modes: full matches with line numbers, file paths only, or match counts.\n\nFile search (target='files'): Find files by glob pattern (e.g., '*.py', '*config*'). Also use this instead of ls — results sorted by modification time.",
        "parameters": {
          "type": "object",
          "properties": {
            "pattern": {
              "type": "string",
              "description": "Regex pattern for content search, or glob pattern (e.g., '*.py') for file search"
            },
            "target": {
              "type": "string",
              "enum": [
                "content",
                "files"
              ],
              "description": "'content' searches inside file contents, 'files' searches for files by name",
              "default": "content"
            },
            "path": {
              "type": "string",
              "description": "Directory or file to search in (default: current working directory)",
              "default": "."
            },
            "file_glob": {
              "type": "string",
              "description": "Filter files by pattern in grep mode (e.g., '*.py' to only search Python files)"
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of results to return (default: 50)",
              "default": 50
            },
            "offset": {
              "type": "integer",
              "description": "Skip first N results for pagination (default: 0)",
              "default": 0
            },
            "output_mode": {
              "type": "string",
              "enum": [
                "content",
                "files_only",
                "count"
              ],
              "description": "Output format for grep mode: 'content' shows matching lines with line numbers, 'files_only' lists file paths, 'count' shows match counts per file",
              "default": "content"
            },
            "context": {
              "type": "integer",
              "description": "Number of context lines before and after each match (grep mode only)",
              "default": 0
            }
          },
          "required": [
            "pattern"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "send_message",
        "description": "Send a message to a connected messaging platform, or list available targets.\n\nIMPORTANT: When the user asks to send to a specific channel or person (not just a bare platform name), call send_message(action='list') FIRST to see available targets, then send to the correct one.\nIf the user just says a platform name like 'send to telegram', send directly to the home channel without listing first.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "send",
                "list"
              ],
              "description": "Action to perform. 'send' (default) sends a message. 'list' returns all available channels/contacts across connected platforms."
            },
            "target": {
              "type": "string",
              "description": "Delivery target. Format: 'platform' (uses home channel), 'platform:#channel-name', 'platform:chat_id', or 'platform:chat_id:thread_id' for Telegram topics and Discord threads. Examples: 'telegram', 'telegram:-1001234567890:17585', 'discord:999888777:555444333', 'discord:#bot-home', 'slack:#engineering', 'signal:+155****4567', 'matrix:!roomid:server.org', 'matrix:@user:server.org', 'yuanbao:direct:<account_id>' (DM), 'yuanbao:group:<group_code>' (group chat)"
            },
            "message": {
              "type": "string",
              "description": "The message text to send. To send an image or file, include MEDIA:<local_path> (e.g. 'MEDIA:/tmp/hermes/cache/img_xxx.jpg') in the message — the platform will deliver it as a native media attachment."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "session_search",
        "description": "Search your long-term memory of past conversations, or browse recent sessions. This is your recall -- every past session is searchable, and this tool summarizes what happened.\n\nTWO MODES:\n1. Recent sessions (no query): Call with no arguments to see what was worked on recently. Returns titles, previews, and timestamps. Zero LLM cost, instant. Start here when the user asks what were we working on or what did we do recently.\n2. Keyword search (with query): Search for specific topics across all past sessions. Returns LLM-generated summaries of matching sessions.\n\nUSE THIS PROACTIVELY when:\n- The user says 'we did this before', 'remember when', 'last time', 'as I mentioned'\n- The user asks about a topic you worked on before but don't have in current context\n- The user references a project, person, or concept that seems familiar but isn't in memory\n- You want to check if you've solved a similar problem before\n- The user asks 'what did we do about X?' or 'how did we fix Y?'\n\nDon't hesitate to search when it is actually cross-session -- it's fast and cheap. Better to search and confirm than to guess or ask the user to repeat themselves.\n\nSearch syntax: keywords joined with OR for broad recall (elevenlabs OR baseten OR funding), phrases for exact match (\"docker networking\"), boolean (python NOT java), prefix (deploy*). IMPORTANT: Use OR between keywords for best results — FTS5 defaults to AND which misses sessions that only mention some terms. If a broad OR query returns nothing, try individual keyword searches in parallel. Returns summaries of the top matching sessions.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "Search query — keywords, phrases, or boolean expressions to find in past sessions. Omit this parameter entirely to browse recent sessions instead (returns titles, previews, timestamps with no LLM cost)."
            },
            "role_filter": {
              "type": "string",
              "description": "Optional: only search messages from specific roles (comma-separated). E.g. 'user,assistant' to skip tool outputs."
            },
            "limit": {
              "type": "integer",
              "description": "Max sessions to summarize (default: 3, max: 5).",
              "default": 3
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "terminal",
        "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n  (1) Long-lived processes that never exit (servers, watchers).\n  (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n",
        "parameters": {
          "type": "object",
          "properties": {
            "command": {
              "type": "string",
              "description": "The command to execute on the VM"
            },
            "background": {
              "type": "boolean",
              "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.",
              "default": false
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.",
              "minimum": 1
            },
            "workdir": {
              "type": "string",
              "description": "Working directory for this command (absolute path). Defaults to the session working directory."
            },
            "pty": {
              "type": "boolean",
              "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.",
              "default": false
            },
            "notify_on_complete": {
              "type": "boolean",
              "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.",
              "default": false
            },
            "watch_patterns": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both."
            }
          },
          "required": [
            "command"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "text_to_speech",
        "description": "Convert text to speech audio. Returns a MEDIA: path that the platform delivers as native audio. Compatible providers render as a voice bubble on Telegram; otherwise audio is sent as a regular attachment. In CLI mode, saves to ~/voice-memos/. Voice and provider are user-configured (built-in providers like edge/openai or custom command providers under tts.providers.<name>), not model-selected.",
        "parameters": {
          "type": "object",
          "properties": {
            "text": {
              "type": "string",
              "description": "The text to convert to speech. Provider-specific character caps apply and are enforced automatically (OpenAI 4096, xAI 15000, MiniMax 10000, ElevenLabs 5k-40k depending on model); over-long input is truncated."
            },
            "output_path": {
              "type": "string",
              "description": "Optional custom file path to save the audio. Defaults to ~/.hermes/audio_cache/<timestamp>.mp3"
            }
          },
          "required": [
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "todo",
        "description": "Manage your task list for the current session. Use for complex tasks with 3+ steps or when the user provides multiple tasks. Call with no parameters to read the current list.\n\nWriting:\n- Provide 'todos' array to create/update items\n- merge=false (default): replace the entire list with a fresh plan\n- merge=true: update existing items by id, add any new ones\n\nEach item: {id: string, content: string, status: pending|in_progress|completed|cancelled}\nList order is priority. Only ONE item in_progress at a time.\nMark items completed immediately when done. If something fails, cancel it and add a revised item.\n\nAlways returns the full current list.",
        "parameters": {
          "type": "object",
          "properties": {
            "todos": {
              "type": "array",
              "description": "Task items to write. Omit to read current list.",
              "items": {
                "type": "object",
                "properties": {
                  "id": {
                    "type": "string",
                    "description": "Unique item identifier"
                  },
                  "content": {
                    "type": "string",
                    "description": "Task description"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ],
                    "description": "Current status"
                  }
                },
                "required": [
                  "id",
                  "content",
                  "status"
                ]
              }
            },
            "merge": {
              "type": "boolean",
              "description": "true: update existing items by id, add new ones. false (default): replace the entire list.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "vision_analyze",
        "description": "Load an image into the conversation so you can see it. Accepts a URL, local file path, or data URL. When your active model has native vision, the image is attached to your context directly and you read the pixels yourself on the next turn — call this any time the user references an image (filepath in their message, URL in tool output, screenshot from the browser, etc.). For non-vision models, falls back to an auxiliary vision model that returns a text description.",
        "parameters": {
          "type": "object",
          "properties": {
            "image_url": {
              "type": "string",
              "description": "Image URL (http/https), local file path, or data: URL to load."
            },
            "question": {
              "type": "string",
              "description": "Your specific question or request about the image. Optional context the model uses on the next turn after seeing the image."
            }
          },
          "required": [
            "image_url",
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "write_file",
        "description": "Write content to a file, completely replacing existing content. Use this instead of echo/cat heredoc in terminal. Creates parent directories automatically. OVERWRITES the entire file — use 'patch' for targeted edits. Auto-runs syntax checks on .py/.json/.yaml/.toml and other linted languages; only NEW errors introduced by this write are surfaced (pre-existing errors are filtered out).",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to write (will be created if it doesn't exist, overwritten if it does)"
            },
            "content": {
              "type": "string",
              "description": "Complete content to write to the file"
            }
          },
          "required": [
            "path",
            "content"
          ]
        }
      }
    }
  ],
  "message_count": 336,
  "messages": [
    {
      "role": "user",
      "content": "[M G] Bitte antworte nur in diesem Topic.\n\nDieses Topic heisst: AutoShortsBot\n\nNutze diesen Thread für die ausarbeitung und weiterentwicklung unseres Projektes zur automatischen erstellung von Social-Media-Shorts.\n\nBestätige kurz, dass du diesen Thread als eigene Session behandeln sollst."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_pQrsB9GFZrbzkVtRJEoEIu3w",
          "call_id": "call_pQrsB9GFZrbzkVtRJEoEIu3w",
          "response_item_id": "fc_02c04da892ea0f75016a10c419ebac8191a89e14c82625b944",
          "type": "function",
          "function": {
            "name": "memory",
            "arguments": "{\"action\":\"add\",\"target\":\"memory\",\"content\":\"Telegram thread 4850 is the AutoShortsBot project topic for the automatic creation of social-media shorts; answer only in that topic for this project.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMQabWSAwVrCg3npCKgeVonh4_tgFuqaahltbn4ZQsKg5qlSh1Q4lwWQmc62fHelzJaa9DIckXoX8ZgxfqFzKUrvsgW1MUFX_MBlTuz2xgAAM2voYBeOSfrmGaIoPeLbjl4ropEJangUDRG63F37w8f9BLNohGp21ctHNF0XQHUYMYWMkAWNq5dIy1TpZDzn7gk4mI8R-iFFPP7AuKSJNIz4fX4ct_w8Q7_LEPWVFQq9pC-M1vHY2mv2--bGAONM6E_UYOpNsThyefEx5HLkxAopn1MsyQNrjNvtwjDT-Zv4UoHcNY8Y2gGbKu2TwgaoSr9hjbPsdBEWWnXzhKZ-Dbvv4bYvT8iiWrXW7hGbqeN3pAqkhTR_vCKxdC9iS0_zHGDIfqT4_BCXB3YsIqb1GakREfvFTZ6L91AFsP3Lj7rIjQk8ogzOaftX-FPPID9-nxU-7RqNR2CdaMEbJEALuWQYXwPbtqc8DWPpCScp1gRaGm-YIzBBaFxPwzLJBMZ6ZI7xwOE33pgFjrQerTSS7bgCPX2IIPBtGiR6LBWVWEHYvoZLrrYUjdLGY0LdSoJXSWoQtwoNsjotG5anctZc7QQUB-ELSBijgooZhBub3GboHL02uSou_U1eKoH4ivoKfMdcPlydcouqAe3SP0qbMzw4upzRofCvf_ZmFYkra4YRJ5fe2yMPqxKGYw6c76kFeL3oU3fHb8uROBstjywaJusPPcimtEOsJ0ElsOawvf55IMRPfxHhPS_KB2yxqpEz3nHvKxWCFMux8hmVvSU7sutNAviCkd2xMPyH8X_EV6xs8NybYWglZD3N0qLcief_zLqUlHuJAmq8a7uWp8szvF6XyJEbMgmi27CRaSngAf6OhmblLEykyCego74bh-xaKLBitahiPTqCXMEFQgjKjWFh8IyXYZBL4ei1llf3AFjmqEekSgioVvwlFENgV2kMeNIYPXe-LsjAkfDJ5aA1H9y-f5P6_ZABBSC-LyS_1_Wiys1W1hwEtDn8T-ThuX8cjLsEG3yRGOGWyJiwpr-iqboU42iVWmSd9WK7whJt1ir5t615eZBwzJ41zEWilEVUTJoj7scoIR6nGLSzOfeYdcYqTbXF8Ncd_iK2FmdS-Tt5CIRhnSRadP_cRW7qC_STRXzB-pRKUBPKyPYDyk-6NTpdeNVD59IumrR3K7GQRWyCW7qrPbM0yssygorN1YwVDTSjbHwQlHcXE-QLgjp05ROmYzlvZWpZBWU_R5Gzq6KJTHecnHHGxi6Q7Q3hBt-SjSHVGKPiYKyuA-gnoBL7NV38BH3Mzvk01FjgHUYjGAZ6sZs=",
          "id": "rs_02c04da892ea0f75016a10c4182d6481918b277e799db44c5d",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": false, \"error\": \"Memory at 2,191/2,200 chars. Adding this entry (150 chars) would exceed the limit. Replace or remove existing entries first.\", \"current_entries\": [\"*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\", \"---\", \"Über mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\", \"Über mich: **Sprache:** Deutsch mit englischen Fachbegriffen\", \"TTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\", \"Modelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\", \"Modellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\", \"OpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\", \"Health backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\", \"API-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\", \"Google Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\", \"Google Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\", \"Google Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\", \"Google Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\", \"Google Workspace (gog): **Client:** default\", \"Google Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\", \"Kalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\", \"Kalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\", \"Kalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\", \"JARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\", \"Telegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\", \"FinanceManager GitHub token CSV: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv`; use `github_pat_`/`ghp_` cell; never quote token.\"], \"usage\": \"2,191/2,200\"}",
      "tool_call_id": "call_pQrsB9GFZrbzkVtRJEoEIu3w"
    },
    {
      "role": "assistant",
      "content": "Bestätigt, Sir.\n\nIch behandle dieses Topic **AutoShortsBot** ab jetzt als eigene Projekt-Session für die Ausarbeitung und Weiterentwicklung unseres Systems zur automatischen Erstellung von Social-Media-Shorts.\n\nIch antworte dazu **nur in diesem Thread**.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMQdwKzAXFYXXnzZIxMnwjzAnKzCah7IujaOMlMDc5SUrBF_CK3z322tlUAugRgb4wRAGXSFGPudTDC71ULKzlGnJEI8nCCCW9G_K-a8SW1DlvgAbkiv2XBidoeEeqpk-VZYTL8zKnxMUxUflS-HrVcjcyzAYVhfxBfYynp5zLtv7WcG7xXXTcJNmARtYKptOyxMZeX255aGEEaSfrqPsXR8u7wCHowKI6vcRoGWfs6UoUQMjWKLDzfgFEQmSPhU5VMP8AjqMZfkqQAdG386z_gQBIdmO1Tf6zFDJwzd1POHEHFYPlxBoHVhdp38eK0DZir0aHUqXqwflClMPG_SjIt8w9z7K9JHDE8e4WgZWF3-9TaDKFs6jKT3OTub2riSS63xKqlf-uN9Fgvyp3MIQbYy7JSKqywph_UEBMTeuU_hq68CUMis9VkpoC1BzyVC3gdwy3aJAXh7se-PM0Ol1lQIat8wcadsBn4SETtAFEHwQcuBc__36yRys1s7egMmmZi23fZFOkkDLpGaL_Y04tttr9iNxYzMczOFPmEhatynquhWDBrISqy5Om4fqi4lAGA4uN53EA6rDwZMuXvh2fOJPgOAjpwxBJs56qNmgZ53-GYOL8-gamZmxE1OXnS2KPbFZRXsVkXWKQdzeT3N9ei6lRxhdgwOhdeRW-asDg20RHGuyl6Gw0zwhvdpgmPdMK_JdNjFtEUqMSFYmTdxgR-9OwiPA000YVGcnpgtlPCt3vHOhwWQqAbxuksVuZXkSYbesK3_34aq-D_yUhI7lor1xYAHJKYn1T5nhnQUIprD5aQOAwqXNz_r4LnAx6LZMwLPSHNTIrpIX3yzRIHN3ba5rByMapigw-lIKHq6PvErvcmMLIQNC4ePA9LOAleFkL_JpDeJJBDbZht8ojFc2hQ2GrZeLjN6mwnb5OX4qHljFirnf8inGkHy34yoC8_svpZ2rW3USxd7H1oOj8mSYcq7LU2FoqmZqbuypNaEunWNDD0=",
          "id": "rs_049e6b492e9f3d48016a10c41bba10819193642510a8ed5f3b",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Bestätigt, Sir.\n\nIch behandle dieses Topic **AutoShortsBot** ab jetzt als eigene Projekt-Session für die Ausarbeitung und Weiterentwicklung unseres Systems zur automatischen Erstellung von Social-Media-Shorts.\n\nIch antworte dazu **nur in diesem Thread**."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10c41c3ec4819190d73f343658263a",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Zuerst einige infos: du findest den finegraind token für github auf Google Drive für dieses Repo: https://github.com/Gamexgit/AutoShortsBot    .  Der token liegt in der datei: Github_AutoShortsBot_Token.  . Das repo ist noch leer. Speichere da zukünftig den code für unser AutoShortsBot projekt."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_m3GkZhRLievyznNyZ91Sfhj8",
          "call_id": "call_m3GkZhRLievyznNyZ91Sfhj8",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4d926508191969c42551fd9d7ca",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"jarvis-routing-policy\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMTZXUK13hguYhjtoWGBZHWSmmT0Wtfh3byu5N2HdlaKZadDm9IVqwmg7xpTZ-gUYX7Nq3I1R0GzA9fzHmRnynJlSAPSl6r5b3l33HpRIJiS5bo9mZtRA0g6vhMWJuz_Kl1NircbbTI2g48Pj16Z5k-eVmWDFIZmkCc8b0bsR_kNV1bCmiQXP3CxObBYIB13tT_v3sCbtk00cVRWqaG1QVuW1vcr1Z_d20dMY8BLOLORE18oErNUWEuYXiYi713DpjWtCKLug4pJoSFS5UEUVo-aJxpySEtYLLCv2AU55U6l1RfesHGabsWA6mjM7gMjuBQb6CzO8C1XIWjLAMDB3oS1RCl8xX97i4dMDJD7M46J88ita0nUjV51XIM2sm_-1nazuR_RHSU5dEA8EDAuo3VQS1vBslPkdVrOd8QENsdgdUzL5JC8jOQnwQF-74heELVCI5KBiUv0X-bQ7WoDhEY2MN-kCkuS5HgmTR1xffxklcEx1mWpXGngZxi_iDrKA19uFq_iL8OBaH-oRMWTcQJh8BnaNQHY3iB7vlHvMacCT6Gb4FqaM2hYcdLnezmuDYAYDOzf61IAcQgI1G_q6BogM5PYZYVZ5yDMyWuctbQcH64XhFWTY-LyRPxtD0ptL2-Vv9YiuVO8GoDUz-gJ1beyt7oBr9RUt9cbxZQJbMwDjFuO3ERVxNfe5rBbCctqgpiO6TLbAQrYXpMvjRnEBX_WYAb7d8EuUMu3IleEt3HkKCi5NmTeoiZaReRa92MeWhvzFfogbeYl8r0vTQRrS1CGTly9r51zCLIuVps285WVoR_aTHF31ZHQAPpfrM5RIin70uCGB515qbILVPFHoFjNkb7DpywHfmlzcgZCWXkGATiI_8VNZs3HLh-0EEStiuLi9KExtwGq6JuPsMqMsQOhd3dS5YUYERFltHQalyBuKYUcra2a9QbWsUmF0_B2MAhlT6PFX_O7In9vSiSVQdrYG2PRuxHOK9YG5P1YLCSNZyNULQrB2ACxDaBZCMbuyUaCwe7vuoiquk2YpE_wT2iQ4cyX_dAj9OpzLgcMBJVZuCGunTYHouLPGd5sfujzawKaTOkgRTz7GJUZEOkERNCz1mnKMK-ucjFpVhJpmrNITBKrCNhLWpQKkgi3idIiO8WSTcZHMh8rzRQK5yKmyCEybDOkZ1WVq-txg7PxD79BzA7nxN5Daf7aTntS0J07VqPFJN8cIAkXBMyTJY3syUuWGnyQe5qc1gcZ0v5iG33fLtz4dXlFp5IYDfePUlzm_q4ZCHmzgYa7iAVKkIi5T-w_454VNHiqgiVyCqOVTm4rDDoCMkhZyGclPWtVoWAuVe5BlPPoAmrNoCH37SurtYIiXZokxk4mbMJ_S94r_Owg65bWpItYdXWjjZAjI0DUlhXLh14YCgradZyEnO8zOsHt-WCE5k2-CGMmZ1TGOp0NnqSjEpAEwqhyHmfiB-3WOc_JotxuOT_9b1ApPOkKm5dwB2uUCZs5pXP0KvREXTE-YACR1gGtENrT_NiDEGy8h7dEi5idV9dA6q4ejaH6QX0jHjjEdpsA2nNaBSbUkMI1QGWjJKGigrD5WEs-NAGNowlEe_in6JxfafpU9yV4cf2bpyFAjjjJHRLl-tuZrHouE0M=",
          "id": "rs_049e6b492e9f3d48016a10c4d42870819199be37dd7eca29a2",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"jarvis-routing-policy\", \"description\": \"Routing policy for JARVIS/Hermes memory domains, model selection, safety boundaries, finance/health handling, Qwen read-only extraction, and fallback decisions.\", \"tags\": [], \"related_skills\": [], \"content\": \"---\\nname: jarvis-routing-policy\\ndescription: Routing policy for JARVIS/Hermes memory domains, model selection, safety boundaries, finance/health handling, Qwen read-only extraction, and fallback decisions.\\nversion: 1.0.0\\n---\\n\\n# JARVIS Routing Policy\\n\\n## Domain detection\\n- Classify each request into one or more domains before loading memory: core, agent-system, health, medications, labs, politics-windisch, business, ERNE, Gasser Bauunternehmen, personal-ops, French, Spanish, finance, market-data, sport, decisions.\\n- Load the smallest relevant card set from `~/jarvis_memory`.\\n- For mixed tasks, load overview card first, then the specific sub-card only if needed.\\n\\n## Token budgets\\n- Default: concise answer, no unnecessary memory loading.\\n- Small task: load 0-2 domain cards.\\n- Medium task: load up to 4 cards and summarize evidence.\\n- Large/risky task: create a plan, use subagents if useful, and verify with local evidence.\\n- Never paste full secrets, full auth files, or large private documents into context.\\n\\n## Memory write rules\\n- Write stable facts, confirmed decisions, durable operating rules, and source pointers.\\n- Use `~/jarvis_memory/90_decisions_log.md` for important decisions.\\n- Use dedicated domain cards for durable operating maps that exceed persistent-memory limits; for Telegram topic routing, use `~/jarvis_memory/02_telegram_topics.md`.\\n- Do not store tokens, passwords, API keys, wallet seeds, recovery phrases, private keys, or unnecessary raw medical/business records.\\n- Prefer concise structured updates: date, fact/decision, source, uncertainty.\\n\\n## Telegram topic routing\\n- Treat Telegram topics as separate sessions when the gateway exposes them as `chat_id:thread_id` targets.\\n- For JARVIS Command Center routing decisions, load the smallest relevant card, especially `~/jarvis_memory/02_telegram_topics.md`, instead of relying on long chat history.\\n- If a request appears in the wrong topic, recommend the correct topic briefly; if Sir explicitly asks to answer in the correct topic, send the substantive response to that topic and leave only a short handoff note in the original topic.\\n- For cron or automation delivery, prefer explicit Telegram targets such as `telegram:-1003907117629:16` rather than bare `telegram`, unless Sir asks for DM/home delivery.\\n- Use per-topic `channel_prompts` in `~/.hermes/config.yaml` for lightweight routing reinforcement, and restart the gateway before expecting changed prompts to affect new Telegram sessions.\\n\\n## Qwen read-only use\\n- Local Qwen endpoint: Tailscale/OpenAI-compatible port `11435`, model alias `qwen-3.6-agent`.\\n- Verified endpoint details and probe commands live in `references/qwen-local-worker.md`.\\n- Direct Hermes helper: `~/.hermes/scripts/qwen_readonly.py` (`probe`, `summarize`, `extract`, `classify`, `draft`).\\n- Qwen is read-only for extraction, summarization, classification, and non-sensitive drafting support.\\n- Do not route Qwen via OpenClaw by default; Hermes can call the OpenAI-compatible endpoint directly.\\n- Do not let Qwen perform writes, irreversible changes, external sends, finance decisions, health-risk decisions, or code/system architecture changes without stronger model/user approval.\\n\\n## OpenClaw / FRIDAY role\\n- OpenClaw is no longer the default executor for JARVIS/Hermes.\\n- Use native Hermes tools first for files, terminal, web, browser, cron, messaging, and system operations.\\n- OpenClaw Gateway is intentionally disabled; OpenClaw Telegram is disabled; OpenClaw config should stay loopback-only if restarted manually.\\n- OpenClaw may be used only when Sir explicitly asks for it or for a justified emergency/special case; scope instructions tightly, prefer read-only, pass no secrets, and forbid autonomous follow-up actions.\\n\\n## Subagent thresholds\\n- Use subagents for long research, broad audits, multi-file inspections, or independent verification.\\n- Do not spawn subagents for sensitive finance/health material unless necessary and context is minimized.\\n- Subagents must receive sanitized, scoped instructions and no secrets.\\n\\n## Safety and side-effect rules\\n- Local reads/writes are allowed when requested and reversible.\\n- Ask before external sends, public posts, purchases, trades, medical actions, destructive actions, credential changes, or irreversible config changes.\\n- Do not print secrets. Redact auth/config/log output.\\n- Verify with file existence, tests, logs, or diffs before reporting completion.\\n\\n## Finance rules\\n- Finance covers Aktien, ETFs, Kryptowährungen, automatic analyses, Auswertungen, Kaufentscheid-Assistenz, Rebalancing Empfehlungen, and insights.\\n- Possible source: CoinMarketCap API, plus broker exports and public market data.\\n- No autonomous trades, ever.\\n- No financial advice as guarantee. Provide decision support, risks, scenarios, assumptions, and uncertainty.\\n- Final buy/sell/rebalance decisions are made only by Sir.\\n- Use current data for mutable prices and timestamp all market data.\\n\\n## Health rules\\n- Health data is strictly confidential.\\n- Load relevant health cards/DB context before health answers when applicable.\\n- For medications, anticoagulation, thrombosis/bleeding, infection, severe symptoms, or high-risk decisions: be cautious and recommend professional medical escalation when appropriate.\\n- Do not diagnose with certainty or override clinicians.\\n\\n## Model fallback policy\\n- Preferred strong model for complicated tasks: GPT-5.5 or equivalent approved high-capability model.\\n- Complicated tasks include code writing, system architecture, health-risk decisions, finance decisions, and irreversible actions.\\n- If GPT-5.5 is unavailable or rate-limited for complicated tasks: pause and request Sir’s decision before continuing.\\n- Simple answers may use cheaper Codex/GPT with low or no reasoning.\\n- Qwen read-only is allowed for extraction/summarization/classification only.\\n- OpenRouter free model is last resort only for non-sensitive, non-critical drafts/summaries, and only when Sir reactivates a valid API key.\\n- Never continue critical architecture or code changes on a worse model without explicit approval.\\n\", \"path\": \"jarvis-routing-policy/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/jarvis-routing-policy\", \"linked_files\": {\"references\": [\"references/qwen-local-worker.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\"}",
      "tool_call_id": "call_m3GkZhRLievyznNyZ91Sfhj8"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_vRdfZmoT015QyqxArpb68QNg",
          "call_id": "call_vRdfZmoT015QyqxArpb68QNg",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4db4c548191845acfb9767645c1",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"github-repo-management\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"github-repo-management\", \"description\": \"Clone/create/fork repos; manage remotes, releases.\", \"tags\": [\"GitHub\", \"Repositories\", \"Git\", \"Releases\", \"Secrets\", \"Configuration\"], \"related_skills\": [\"github-auth\", \"github-pr-workflow\", \"github-issues\"], \"content\": \"---\\nname: github-repo-management\\ndescription: \\\"Clone/create/fork repos; manage remotes, releases.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [GitHub, Repositories, Git, Releases, Secrets, Configuration]\\n    related_skills: [github-auth, github-pr-workflow, github-issues]\\n---\\n\\n# GitHub Repository Management\\n\\nCreate, clone, fork, configure, and manage GitHub repositories. Each section shows `gh` first, then the `git` + `curl` fallback.\\n\\n## Prerequisites\\n\\n- Authenticated with GitHub (see `github-auth` skill)\\n\\n### Setup\\n\\n```bash\\nif command -v gh &>/dev/null && gh auth status &>/dev/null; then\\n  AUTH=\\\"gh\\\"\\nelse\\n  AUTH=\\\"git\\\"\\n  if [ -z \\\"$GITHUB_TOKEN\\\" ]; then\\n    if [ -f ~/.hermes/.env ] && grep -q \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env; then\\n      GITHUB_TOKEN=$(grep \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env | head -1 | cut -d= -f2 | tr -d '\\\\n\\\\r')\\n    elif grep -q \\\"github.com\\\" ~/.git-credentials 2>/dev/null; then\\n      GITHUB_TOKEN=$(grep \\\"github.com\\\" ~/.git-credentials 2>/dev/null | head -1 | sed 's|https://[^:]*:\\\\([^@]*\\\\)@.*|\\\\1|')\\n    fi\\n  fi\\nfi\\n\\n# Get your GitHub username (needed for several operations)\\nif [ \\\"$AUTH\\\" = \\\"gh\\\" ]; then\\n  GH_USER=$(gh api user --jq '.login')\\nelse\\n  GH_USER=$(curl -s -H \\\"Authorization: token $GITHUB_TOKEN\\\" https://api.github.com/user | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['login'])\\\")\\nfi\\n```\\n\\nIf you're inside a repo already:\\n\\n```bash\\nREMOTE_URL=$(git remote get-url origin)\\nOWNER_REPO=$(echo \\\"$REMOTE_URL\\\" | sed -E 's|.*github\\\\.com[:/]||; s|\\\\.git$||')\\nOWNER=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f1)\\nREPO=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f2)\\n```\\n\\n---\\n\\n## 1. Cloning Repositories\\n\\nCloning is pure `git` — works identically either way:\\n\\n```bash\\n# Clone via HTTPS (works with credential helper or token-embedded URL)\\ngit clone https://github.com/owner/repo-name.git\\n\\n# Clone into a specific directory\\ngit clone https://github.com/owner/repo-name.git ./my-local-dir\\n\\n# Shallow clone (faster for large repos)\\ngit clone --depth 1 https://github.com/owner/repo-name.git\\n\\n# Clone a specific branch\\ngit clone --branch develop https://github.com/owner/repo-name.git\\n\\n# Clone via SSH (if SSH is configured)\\ngit clone git@github.com:owner/repo-name.git\\n```\\n\\n**With gh (shorthand):**\\n\\n```bash\\ngh repo clone owner/repo-name\\ngh repo clone owner/repo-name -- --depth 1\\n```\\n\\n## 2. Creating Repositories\\n\\n**With gh:**\\n\\n```bash\\n# Create a public repo and clone it\\ngh repo create my-new-project --public --clone\\n\\n# Private, with description and license\\ngh repo create my-new-project --private --description \\\"A useful tool\\\" --license MIT --clone\\n\\n# Under an organization\\ngh repo create my-org/my-new-project --public --clone\\n\\n# From existing local directory\\ncd /path/to/existing/project\\ngh repo create my-project --source . --public --push\\n```\\n\\n**With git + curl:**\\n\\n```bash\\n# Create the remote repo via API\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/user/repos \\\\\\n  -d '{\\n    \\\"name\\\": \\\"my-new-project\\\",\\n    \\\"description\\\": \\\"A useful tool\\\",\\n    \\\"private\\\": false,\\n    \\\"auto_init\\\": true,\\n    \\\"license_template\\\": \\\"mit\\\"\\n  }'\\n\\n# Clone it\\ngit clone https://github.com/$GH_USER/my-new-project.git\\ncd my-new-project\\n\\n# -- OR -- push an existing local directory to the new repo\\ncd /path/to/existing/project\\ngit init\\ngit add .\\ngit commit -m \\\"Initial commit\\\"\\ngit remote add origin https://github.com/$GH_USER/my-new-project.git\\ngit push -u origin main\\n```\\n\\nTo create under an organization:\\n\\n```bash\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/orgs/my-org/repos \\\\\\n  -d '{\\\"name\\\": \\\"my-new-project\\\", \\\"private\\\": false}'\\n```\\n\\n### From a Template\\n\\n**With gh:**\\n\\n```bash\\ngh repo create my-new-app --template owner/template-repo --public --clone\\n```\\n\\n**With curl:**\\n\\n```bash\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/owner/template-repo/generate \\\\\\n  -d '{\\\"owner\\\": \\\"'\\\"$GH_USER\\\"'\\\", \\\"name\\\": \\\"my-new-app\\\", \\\"private\\\": false}'\\n```\\n\\n## 3. Forking Repositories\\n\\n**With gh:**\\n\\n```bash\\ngh repo fork owner/repo-name --clone\\n```\\n\\n**With git + curl:**\\n\\n```bash\\n# Create the fork via API\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/owner/repo-name/forks\\n\\n# Wait a moment for GitHub to create it, then clone\\nsleep 3\\ngit clone https://github.com/$GH_USER/repo-name.git\\ncd repo-name\\n\\n# Add the original repo as \\\"upstream\\\" remote\\ngit remote add upstream https://github.com/owner/repo-name.git\\n```\\n\\n### Keeping a Fork in Sync\\n\\n```bash\\n# Pure git — works everywhere\\ngit fetch upstream\\ngit checkout main\\ngit merge upstream/main\\ngit push origin main\\n```\\n\\n**With gh (shortcut):**\\n\\n```bash\\ngh repo sync $GH_USER/repo-name\\n```\\n\\n## 4. Repository Information\\n\\n**With gh:**\\n\\n```bash\\ngh repo view owner/repo-name\\ngh repo list --limit 20\\ngh search repos \\\"machine learning\\\" --language python --sort stars\\n```\\n\\n**With curl:**\\n\\n```bash\\n# View repo details\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nr = json.load(sys.stdin)\\nprint(f\\\\\\\"Name: {r['full_name']}\\\\\\\")\\nprint(f\\\\\\\"Description: {r['description']}\\\\\\\")\\nprint(f\\\\\\\"Stars: {r['stargazers_count']}  Forks: {r['forks_count']}\\\\\\\")\\nprint(f\\\\\\\"Default branch: {r['default_branch']}\\\\\\\")\\nprint(f\\\\\\\"Language: {r['language']}\\\\\\\")\\\"\\n\\n# List your repos\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  \\\"https://api.github.com/user/repos?per_page=20&sort=updated\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor r in json.load(sys.stdin):\\n    vis = 'private' if r['private'] else 'public'\\n    print(f\\\\\\\"  {r['full_name']:40}  {vis:8}  {r.get('language', ''):10}  ★{r['stargazers_count']}\\\\\\\")\\\"\\n\\n# Search repos\\ncurl -s \\\\\\n  \\\"https://api.github.com/search/repositories?q=machine+learning+language:python&sort=stars&per_page=10\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor r in json.load(sys.stdin)['items']:\\n    print(f\\\\\\\"  {r['full_name']:40}  ★{r['stargazers_count']:6}  {r['description'][:60] if r['description'] else ''}\\\\\\\")\\\"\\n```\\n\\n## 5. Repository Settings\\n\\n**With gh:**\\n\\n```bash\\ngh repo edit --description \\\"Updated description\\\" --visibility public\\ngh repo edit --enable-wiki=false --enable-issues=true\\ngh repo edit --default-branch main\\ngh repo edit --add-topic \\\"machine-learning,python\\\"\\ngh repo edit --enable-auto-merge\\n```\\n\\n**With curl:**\\n\\n```bash\\ncurl -s -X PATCH \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO \\\\\\n  -d '{\\n    \\\"description\\\": \\\"Updated description\\\",\\n    \\\"has_wiki\\\": false,\\n    \\\"has_issues\\\": true,\\n    \\\"allow_auto_merge\\\": true\\n  }'\\n\\n# Update topics\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  -H \\\"Accept: application/vnd.github.mercy-preview+json\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/topics \\\\\\n  -d '{\\\"names\\\": [\\\"machine-learning\\\", \\\"python\\\", \\\"automation\\\"]}'\\n```\\n\\n## 6. Branch Protection\\n\\n```bash\\n# View current protection\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/branches/main/protection\\n\\n# Set up branch protection\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/branches/main/protection \\\\\\n  -d '{\\n    \\\"required_status_checks\\\": {\\n      \\\"strict\\\": true,\\n      \\\"contexts\\\": [\\\"ci/test\\\", \\\"ci/lint\\\"]\\n    },\\n    \\\"enforce_admins\\\": false,\\n    \\\"required_pull_request_reviews\\\": {\\n      \\\"required_approving_review_count\\\": 1\\n    },\\n    \\\"restrictions\\\": null\\n  }'\\n```\\n\\n## 7. Secrets Management (GitHub Actions)\\n\\n**With gh:**\\n\\n```bash\\ngh secret set API_KEY --body \\\"your-secret-value\\\"\\ngh secret set SSH_KEY < ~/.ssh/id_rsa\\ngh secret list\\ngh secret delete API_KEY\\n```\\n\\n**With curl:**\\n\\nSecrets require encryption with the repo's public key — more involved via API:\\n\\n```bash\\n# Get the repo's public key for encrypting secrets\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/secrets/public-key\\n\\n# Encrypt and set (requires Python with PyNaCl)\\npython3 -c \\\"\\nfrom base64 import b64encode\\nfrom nacl import encoding, public\\nimport json, sys\\n\\n# Get the public key\\nkey_id = '<key_id_from_above>'\\npublic_key = '<base64_key_from_above>'\\n\\n# Encrypt\\nsealed = public.SealedBox(\\n    public.PublicKey(public_key.encode('utf-8'), encoding.Base64Encoder)\\n).encrypt('your-secret-value'.encode('utf-8'))\\nprint(json.dumps({\\n    'encrypted_value': b64encode(sealed).decode('utf-8'),\\n    'key_id': key_id\\n}))\\\"\\n\\n# Then PUT the encrypted secret\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/secrets/API_KEY \\\\\\n  -d '<output from python script above>'\\n\\n# List secrets (names only, values hidden)\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/secrets \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor s in json.load(sys.stdin)['secrets']:\\n    print(f\\\\\\\"  {s['name']:30}  updated: {s['updated_at']}\\\\\\\")\\\"\\n```\\n\\nNote: For secrets, `gh secret set` is dramatically simpler. If setting secrets is needed and `gh` isn't available, recommend installing it for just that operation.\\n\\n## 8. Releases\\n\\n**With gh:**\\n\\n```bash\\ngh release create v1.0.0 --title \\\"v1.0.0\\\" --generate-notes\\ngh release create v2.0.0-rc1 --draft --prerelease --generate-notes\\ngh release create v1.0.0 ./dist/binary --title \\\"v1.0.0\\\" --notes \\\"Release notes\\\"\\ngh release list\\ngh release download v1.0.0 --dir ./downloads\\n```\\n\\n**With curl:**\\n\\n```bash\\n# Create a release\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/releases \\\\\\n  -d '{\\n    \\\"tag_name\\\": \\\"v1.0.0\\\",\\n    \\\"name\\\": \\\"v1.0.0\\\",\\n    \\\"body\\\": \\\"## Changelog\\\\n- Feature A\\\\n- Bug fix B\\\",\\n    \\\"draft\\\": false,\\n    \\\"prerelease\\\": false,\\n    \\\"generate_release_notes\\\": true\\n  }'\\n\\n# List releases\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/releases \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor r in json.load(sys.stdin):\\n    tag = r.get('tag_name', 'no tag')\\n    print(f\\\\\\\"  {tag:15}  {r['name']:30}  {'draft' if r['draft'] else 'published'}\\\\\\\")\\\"\\n\\n# Upload a release asset (binary file)\\nRELEASE_ID=<id_from_create_response>\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  -H \\\"Content-Type: application/octet-stream\\\" \\\\\\n  \\\"https://uploads.github.com/repos/$OWNER/$REPO/releases/$RELEASE_ID/assets?name=binary-amd64\\\" \\\\\\n  --data-binary @./dist/binary-amd64\\n```\\n\\n## 9. GitHub Actions Workflows\\n\\n**With gh:**\\n\\n```bash\\ngh workflow list\\ngh run list --limit 10\\ngh run view <RUN_ID>\\ngh run view <RUN_ID> --log-failed\\ngh run rerun <RUN_ID>\\ngh run rerun <RUN_ID> --failed\\ngh workflow run ci.yml --ref main\\ngh workflow run deploy.yml -f environment=staging\\n```\\n\\n**With curl:**\\n\\n```bash\\n# List workflows\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/workflows \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor w in json.load(sys.stdin)['workflows']:\\n    print(f\\\\\\\"  {w['id']:10}  {w['name']:30}  {w['state']}\\\\\\\")\\\"\\n\\n# List recent runs\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  \\\"https://api.github.com/repos/$OWNER/$REPO/actions/runs?per_page=10\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor r in json.load(sys.stdin)['workflow_runs']:\\n    print(f\\\\\\\"  Run {r['id']}  {r['name']:30}  {r['conclusion'] or r['status']}\\\\\\\")\\\"\\n\\n# Download failed run logs\\nRUN_ID=<run_id>\\ncurl -s -L \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/logs \\\\\\n  -o /tmp/ci-logs.zip\\ncd /tmp && unzip -o ci-logs.zip -d ci-logs\\n\\n# Re-run a failed workflow\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/rerun\\n\\n# Re-run only failed jobs\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/rerun-failed-jobs\\n\\n# Trigger a workflow manually (workflow_dispatch)\\nWORKFLOW_ID=<workflow_id_or_filename>\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/workflows/$WORKFLOW_ID/dispatches \\\\\\n  -d '{\\\"ref\\\": \\\"main\\\", \\\"inputs\\\": {\\\"environment\\\": \\\"staging\\\"}}'\\n```\\n\\n## 10. Gists\\n\\n**With gh:**\\n\\n```bash\\ngh gist create script.py --public --desc \\\"Useful script\\\"\\ngh gist list\\n```\\n\\n**With curl:**\\n\\n```bash\\n# Create a gist\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/gists \\\\\\n  -d '{\\n    \\\"description\\\": \\\"Useful script\\\",\\n    \\\"public\\\": true,\\n    \\\"files\\\": {\\n      \\\"script.py\\\": {\\\"content\\\": \\\"print(\\\\\\\"hello\\\\\\\")\\\"}\\n    }\\n  }'\\n\\n# List your gists\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/gists \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nfor g in json.load(sys.stdin):\\n    files = ', '.join(g['files'].keys())\\n    print(f\\\\\\\"  {g['id']}  {g['description'] or '(no desc)':40}  {files}\\\\\\\")\\\"\\n```\\n\\n## Linked Resources\\n\\n- `references/divergent-history-workflow.md` — Handling divergent local/remote histories safely.\\n- `references/github-api-cheatsheet.md` — Common GitHub REST API calls.\\n- `references/sensitive-code-backup.md` — Backing up code/scripts/docs to private GitHub while excluding DBs, documents, and credentials.\\n\\n## Quick Reference Table\\n\\n| Action | gh | git + curl |\\n|--------|-----|-----------|\\n| Clone | `gh repo clone o/r` | `git clone https://github.com/o/r.git` |\\n| Create repo | `gh repo create name --public` | `curl POST /user/repos` |\\n| Fork | `gh repo fork o/r --clone` | `curl POST /repos/o/r/forks` + `git clone` |\\n| Repo info | `gh repo view o/r` | `curl GET /repos/o/r` |\\n| Edit settings | `gh repo edit --...` | `curl PATCH /repos/o/r` |\\n| Create release | `gh release create v1.0` | `curl POST /repos/o/r/releases` |\\n| List workflows | `gh workflow list` | `curl GET /repos/o/r/actions/workflows` |\\n| Rerun CI | `gh run rerun ID` | `curl POST /repos/o/r/actions/runs/ID/rerun` |\\n| Set secret | `gh secret set KEY` | `curl PUT /repos/o/r/actions/secrets/KEY` (+ encryption) |\\n\", \"path\": \"github/github-repo-management/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/github/github-repo-management\", \"linked_files\": {\"references\": [\"references/sensitive-code-backup.md\", \"references/divergent-history-workflow.md\", \"references/github-api-cheatsheet.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"GitHub\", \"Repositories\", \"Git\", \"Releases\", \"Secrets\", \"Configuration\"], \"related_skills\": [\"github-auth\", \"github-pr-workflow\", \"github-issues\"]}}}",
      "tool_call_id": "call_vRdfZmoT015QyqxArpb68QNg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_se9se9Att7vv6I614DL4wUeF",
          "call_id": "call_se9se9Att7vv6I614DL4wUeF",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4deaed48191a8b382808e6311dc",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"path\":\"~/jarvis_memory\",\"pattern\":\"*short*\",\"target\":\"files\",\"limit\":20}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking memory storage**\n\nI need to make sure that I persist the information in jarvis_memory. It seems like I might consider using search_files to help create a list. This way, I can effectively organize the data I want to keep. I want to ensure that everything I’m storing is accessible later. I'm thinking through the best approach to manage my memory effectively. Let's see how I can implement that!",
      "reasoning_content": "**Checking memory storage**\n\nI need to make sure that I persist the information in jarvis_memory. It seems like I might consider using search_files to help create a list. This way, I can effectively organize the data I want to keep. I want to ensure that everything I’m storing is accessible later. I'm thinking through the best approach to manage my memory effectively. Let's see how I can implement that!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMTeMwQ2X4fbz0mfauKtt7IdomS1zANsTCBO1EFZHfUG7iOOPI71e-mYFNzz5fUBWacGXSOe0Av07NxoercgXiCqMXySPgMewIWeXOUMA1gVkRm3kqvxLydRVWMmenPqQh1acyVLBmeuuHC3q8qa7-UqRUWRhTB1BnTuIfRuX27zTdzMI_0WSPdyToE0TC9LBaXE8lm1Fn6LtOCMSFKv0FFIGn0RvQ6yw6E9lmDtLbF-VCzaglKlAQE2ugQE32Zpf0rYYdb6xwAotYjxsZx7an-7Ny1sRp21DQwSSmpvcRz3ktv623ivxmktgogXeI5PHk2pYTKNzffbpJ2u8g89aBR-ycnH5Rc4x0hdj_1z9pEvA5JzWWtJJpzN9f8qmWDQmIhBASQ5HWWqurSWRQ9CR6clwK5qy6JL2VHEUoZXdrctkv74iJZwVUspElc3cmT5CZ8JHK62IMWAsT2GJQXLXJ49KxJ8LZkVAIBRk-Qi-8eDMlEor-k6P3BexKASDRX0qKVwwbOkJB4f1R9G1EcY2myv4dV4M28UVHI4UpjeFTkm-87sJFrivQEyav6HHNORZr2awpoORWUY_2Y-Nu1uwdbhVrDpUslNAAXafoJOhefbrWDl41vanf3-3gDoYqqwtsgpDDyR1nmOruQxYn57EOq735x5VHgG1R67HYrdjtZ8sfXBFRHTRvjCKAfIFKzKjN2ZcHQddFcITRi3LjweSccyoujq_QbgnpWD4kCxobR1ujekbq07XqXh_2p-aPTSMPLhXbnkfAa_MMnHHCB8x-rZEmsm4JF9K-psKy_S79Xtx-vKss54poYL88alhStCPFthbMSdl6Ntq1ri_Dmc50Kvj_lEvQ3YaW3ArlKn8fTAdT9VaZs-ZeBNrUhtHY1xE9EuMbPeExse_hA1lUFhvuJE2gEOisYDkVtdekkptocAbS20eIKH4bUm1OM39cT1ThVvlH-VZ7BgUyoa5IR46oImb2ooMRpCDZ3Zv3uncDA_CC8=",
          "id": "rs_049e6b492e9f3d48016a10c4dca3ec819198986d94166f1cd6",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking memory storage**\n\nI need to make sure that I persist the information in jarvis_memory. It seems like I might consider using search_files to help create a list. This way, I can effectively organize the data I want to keep. I want to ensure that everything I’m storing is accessible later. I'm thinking through the best approach to manage my memory effectively. Let's see how I can implement that!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_se9se9Att7vv6I614DL4wUeF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_38ro7SBam39cCkNUkWKWY7Ob",
          "call_id": "call_38ro7SBam39cCkNUkWKWY7Ob",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4e3615481919961f232e0d2c6ba",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":50,\"path\":\"~/jarvis_memory\",\"pattern\":\"*.md\",\"target\":\"files\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 18, \"files\": [\"/home/agent/jarvis_memory/90_decisions_log.md\", \"/home/agent/jarvis_memory/02_telegram_topics.md\", \"/home/agent/jarvis_memory/01_agent_system.md\", \"/home/agent/jarvis_memory/README.md\", \"/home/agent/jarvis_memory/70_sport.md\", \"/home/agent/jarvis_memory/61_finance_market_data_sources.md\", \"/home/agent/jarvis_memory/60_finance.md\", \"/home/agent/jarvis_memory/51_language_spanish.md\", \"/home/agent/jarvis_memory/50_language_french.md\", \"/home/agent/jarvis_memory/40_personal_ops.md\", \"/home/agent/jarvis_memory/32_business_gasser_bauunternehmen.md\", \"/home/agent/jarvis_memory/31_business_erne.md\", \"/home/agent/jarvis_memory/30_business.md\", \"/home/agent/jarvis_memory/20_politics_windisch.md\", \"/home/agent/jarvis_memory/12_health_lab_rules.md\", \"/home/agent/jarvis_memory/11_health_medications.md\", \"/home/agent/jarvis_memory/10_health.md\", \"/home/agent/jarvis_memory/00_core_profile.md\"]}",
      "tool_call_id": "call_38ro7SBam39cCkNUkWKWY7Ob"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_0S9epaHevDk9t3rPtdlLJE7q",
          "call_id": "call_0S9epaHevDk9t3rPtdlLJE7q",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4ef6ce48191b2af171202a634c2",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"~/jarvis_memory/02_telegram_topics.md\",\"limit\":500}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Updating project and topics**\n\nI need to create a project card and update the topics for Telegram. It sounds like I should read through the topics to see what needs updating. It’s probably a good idea to double-check everything to ensure I’m not missing anything important. This way, the information stays relevant and helpful for everyone involved. Let’s dive in and get that done!",
      "reasoning_content": "**Updating project and topics**\n\nI need to create a project card and update the topics for Telegram. It sounds like I should read through the topics to see what needs updating. It’s probably a good idea to double-check everything to ensure I’m not missing anything important. This way, the information stays relevant and helpful for everyone involved. Let’s dive in and get that done!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMTwSMXDjpwyzCbmnkyPy3UqcTCH74Z-7oltn3vZquS7hRPJ_kFZcdBBznP_qEeeAO8IfT72NuQKEk4VAH6T4RnFtOrjn0dbx-4dHEy26Sh7W4mwahooy4qgCYMt9Z4wYoa84JNwPwgeU8HQVieTnQl30N6fFzL6PZ8xpV2E7LCU1bcNrVAd1kfo96JZAfkVxBW8-tkuIPZfWtX6CVUS1fB8YB_ZuIflwPy7ORBb5ciL5GU-6TOpvTY0epKjsi9Ux_DbpUarsw_ZQ1UHCpBbEQlG3_Ha5B4LO8QgfTVztVa4WGvgeZfmJkXZESsGDOvvlyReajr8lDE9FkrfcnvosXp-C2y3h-cX1THR56BrC--bWrl1WI8cRrTQYwMT8saaM8VOq0qzL_uSVVLHS7DlwlA8GHJ_cJRgGIfANs3284KUdh7DoLNtKp8EGbl1FweW5x7YmYm1PUrW2vE-oaDCtjaj_jtbz0q-5MbPaRgZdd0L0OE6qsEu0GS0pdY9jQ6ww0CKdsAc-557e-yecFPmOlNK0CFPzovQbdO54Cjgl5oA14liH3UmQpkLHQcqKHXFP4_Wnt5OPOn4tRl_louP6_qwcWkEOq_NOlgDI22w95IpYJwTksmB2CYrFjR3D9bLj3kaOxRu4zVTISpJGpykMHvjeCTnRw0uz7oXPSTcFMfY8pHRoKqGOKMGDCIBfRvXqXnrE-iWT5f1r7PmJ59oBalz-EMuYXoCFuo8DvXKC0nnx__DO1D07trmOj5CYbn9nfJ9sIlpSJFDRpg7n0tIQ2P5vSiLZTii4pcR25pQ8sHdztltRqST9lwflL3wBx-Adgbgt5wU_Nwd38mdfTzjFa56cTNG3yMwDg7n8CL9b5kpKHrjpu2RMExvWIDdJvptKpZfnAB_j7RL9LoQWEs1ZN0Mm29DiKp9YKwZUP4c9NpxCxmCmcHqbRc7fnZvzuOL9lIGK4rYS-FKcAzoQ8j7koP3YuUPoLyHBkEOuIs1C3P2cpvrGBo32bDWJGsT_yMxvBeL",
          "id": "rs_049e6b492e9f3d48016a10c4e86efc8191bc8b4c1997a9bc3f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating project and topics**\n\nI need to create a project card and update the topics for Telegram. It sounds like I should read through the topics to see what needs updating. It’s probably a good idea to double-check everything to ensure I’m not missing anything important. This way, the information stays relevant and helpful for everyone involved. Let’s dive in and get that done!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|# 02 Telegram Topics\\n     2|_Last updated: 2026-05-14_\\n     3|## Purpose\\n     4|Canonical topic map and routing policy for the Telegram group **JARVIS Command Center**. Use this card for topic selection, cross-topic routing, cron delivery targets, and session boundaries.\\n     5|## Load when\\n     6|- User asks about Telegram topic structure, routing, cron delivery, gateway sessions, or where a task belongs.\\n     7|- A request appears to be in the wrong topic and needs a topic-change recommendation.\\n     8|- Creating or updating cron jobs, reports, briefings, or automated notifications.\\n     9|## Stable facts\\n    10|- Telegram group: `JARVIS Command Center`, chat id `-1003907117629`.\\n    11|- Hermes sees Telegram topics as separate targets/sessions via `chat_id:thread_id`.\\n    12|- Canonical topic targets:\\n    13|  - `-1003907117629:2` — Finanzen – Fragen & Strategie.\\n    14|  - `-1003907117629:3` — Politik Windisch.\\n    15|  - `-1003907117629:4` — Gesundheit – Medizin & Strategie.\\n    16|  - `-1003907117629:5` — Geschäftliches – ERNE Holzbau.\\n    17|  - `-1003907117629:6` — Inbox / General Triage.\\n    18|  - `-1003907117629:8` — Health System – Architektur & Scripts.\\n    19|  - `-1003907117629:10` — Finance System – Architektur & Scripts.\\n    20|  - `-1003907117629:11` — JARVIS System – Architektur.\\n    21|  - `-1003907117629:16` — Automationen / Cronjobs.\\n    22|  - `-1003907117629:17` — Research & AI Nutzung.\\n    23|  - `-1003907117629:19` — Family – Wife & Kids.\\n    24|  - `-1003907117629:20` — Geschäftliches – Gasser Bauunternehmung.\\n    25|  - `-1003907117629:76` — System Logs / Debugging.\\n    26|  - `-1003907117629:80` — Security & Permissions.\\n    27|\\n    28|## Topic policies\\n    29|### Topic 2 — Finanzen – Fragen & Strategie\\n    30|Use for financial questions, budget, Vorsorge/retirement planning, taxes, insurance, investments, financial planning, and strategic financial decisions. Do not handle technical finance scripts, dashboards, or data models here; route those to Topic 10 Finance System – Architektur & Scripts.\\n    31|\\n    32|### Topic 3 — Politik Windisch\\n    33|Use for Sir’s work as Einwohnerrat in Windisch: political strategy, Vorstösse, argumentation, local topics, meetings, speeches, texts, positioning, and municipal research. Keep unrelated business/finance/system topics out.\\n    34|\\n    35|### Topic 4 — Gesundheit – Medizin & Strategie\\n    36|Use only for medical strategy and health-management topics: Morbus Behçet, Major Vessel Disease, thrombosis risk, medication, nutrition, symptoms, lab values, appointments, and questions for Rheumatologie, Dermatologie, Hämatologie, Augenklinik. Treat health data as confidential; do not make definitive diagnoses or override clinicians. Technical health-system architecture/scripts/data models go to Topic 8.\\n    37|\\n    38|### Topic 5 — Geschäftliches – ERNE Holzbau\\n    39|Use for business topics around ERNE Holzbau: strategy, organisation, processes, communication, optimisation, projects, management preparation, and business analyses. Keep Gasser Bauunternehmung matters in Topic 20.\\n    40|\\n    41|### Topic 6 — Inbox / General Triage\\n    42|Use for quick commands, unclassified intake, and routing. If a more suitable JARVIS Command Center topic is clear, recommend the topic switch or, if explicitly requested, answer in the correct topic via messaging. Keep replies concise unless asked.\\n    43|\\n    44|### Topic 8 — Health System – Architektur & Scripts\\n    45|Use for technical health-system implementation: architecture, scripts, data model, symptom tracking, lab-value import, reports, automations, cronjob integration, error analysis, and optimisation. Do not handle medical therapy or strategy decisions here; route those to Topic 4.\\n    46|\\n    47|### Topic 10 — Finance System – Architektur & Scripts\\n    48|Use for technical finance-system implementation: import scripts, bank data, CSV processing, data models, dashboards, reports, automations, error analysis, and optimisation. Do not handle financial strategy here; route those to Topic 2.\\n    49|\\n    50|### Topic 11 — JARVIS System – Architektur\\n    51|Use only for overall JARVIS/Hermes/FRIDAY architecture, Telegram topic structure, memory concept, model routing, subagents, OpenClaw/Codex, cost optimisation, and security/permission concepts. Do not do concrete individual script debugging here; recommend or route to a coding/system/debugging topic.\\n    52|\\n    53|### Topic 16 — Automationen / Cronjobs\\n    54|Use for scheduled jobs, briefings, recurring reports, checks, reminders, watchdogs, automation outputs, cron delivery design, and monitoring summaries. Prefer explicit cron delivery targets with this thread id when relevant.\\n    55|\\n    56|### Topic 17 — Research & AI Nutzung\\n    57|Use for research, ChatGPT/Hermes/Gemini/Codex and general AI questions, tool comparisons, prompting, model choice, papers, external sources, and general knowledge research. Keep operational automation/debugging out unless explicitly tied to tool evaluation.\\n    58|\\n    59|### Topic 19 — Family – Wife & Kids\\n    60|Use for family organisation, private planning, appointments, to-dos, ideas, daily-life matters, and topics around wife and children. Treat as especially private and restrained; do not pull content from other topics unless explicitly asked.\\n    61|\\n    62|### Topic 20 — Geschäftliches – Gasser Bauunternehmung\\n    63|Use for business topics around Gasser Bauunternehmung, where Sir is Gesellschafter: strategy, processes, communication, organisation, optimisation, construction-site/project questions, and business analyses. Keep ERNE Holzbau matters in Topic 5.\\n    64|\\n    65|### Topic 76 — System Logs / Debugging\\n    66|Use for concrete operational debugging: error logs, Python tracebacks, cron failures, import errors, and concrete script repairs. Treat as a separate session. Keep broader JARVIS/Hermes architecture in Topic 11 and recurring automation design/monitoring in Topic 16 unless the task is a specific failure or script repair.\\n    67|\\n    68|### Topic 80 — Security & Permissions\\n    69|Use for API keys and credentials concepts, access control, bot permissions, secret handling, backup/restore strategy, and admin decisions. Treat as a separate session. Do not print raw secrets; use redacted paths, concepts, checks, and minimal diffs.\\n    70|\\n    71|## Routing rules\\n    72|- Treat each topic as its own session and answer only in the active/requested topic unless the user explicitly asks for cross-topic delivery or the correct target is obvious.\\n    73|- When the user asks something in the wrong topic, prefer a short recommendation: “Besser in Topic X”. If the user asks to answer in the correct topic, send the substantive answer to that topic and keep only a short handoff note in the original topic.\\n    74|- For cron jobs, prefer explicit delivery targets (`telegram:-1003907117629:<topic_id>`) instead of bare `telegram`, unless Sir requests Home/DM delivery.\\n    75|- Keep topic-policy data durable here; do not rely on long chat history alone.\\n    76|\\n    77|## Context policy\\n    78|- Topic-purpose memory belongs in this card plus per-topic `channel_prompts`, not in long visible Telegram history.\\n    79|- `compression.protect_last_n` is currently set to `24` for better local continuity while keeping token/cost impact moderate. Do not raise above `32` unless repeated topic-local decisions are lost before being written to this card or `90_decisions_log.md`.\\n    80|\\n    81|\\n    82|\", \"total_lines\": 81, \"file_size\": 7052, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_0S9epaHevDk9t3rPtdlLJE7q"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Y6ESXFYzzLXsFCzqEOxOoNmt",
          "call_id": "call_Y6ESXFYzzLXsFCzqEOxOoNmt",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4f57f60819181c8947d3409d8fc",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\":\"~/jarvis_memory/33_autoshortsbot.md\",\"content\":\"# 33 AutoShortsBot\\n_Last updated: 2026-05-22_\\n\\n## Purpose\\nDurable project card for **AutoShortsBot**: automated creation of social-media shorts.\\n\\n## Load when\\n- Work concerns the AutoShortsBot project, its architecture, code, repository, automations, or content-generation pipeline.\\n- User asks to continue planning or implementation of automated Social-Media-Shorts generation.\\n\\n## Stable facts\\n- Telegram topic/session: **AutoShortsBot**, `JARVIS Command Center`, thread id `4850`.\\n- Topic target: `telegram:-1003907117629:4850`.\\n- User requested that AutoShortsBot project discussion be handled as its own session and answered only in this topic.\\n- GitHub repository: `https://github.com/Gamexgit/AutoShortsBot`.\\n- Repository status at project start: empty.\\n- Future AutoShortsBot code should be stored in this repository.\\n- Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n\\n## Secret-handling rules\\n- Do not print, paste, or store the raw token in chat, repo, or memory.\\n- Retrieve the token only when needed for GitHub operations, use it as an environment variable/runtime secret, and redact command output.\\n- Never commit credentials, generated secrets, local `.env` files, or token files.\\n\\n## Initial project direction\\n- Build a system for automated creation of Social-Media-Shorts.\\n- Keep implementation artifacts in the AutoShortsBot GitHub repo once code is created.\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Updating topics and creating project cards**\n\nI need to update the topics related to 4850 and perhaps create a project card called 33_auto_shorts. It sounds straightforward enough! I’ll probably use the write_file function to handle that. I just want to make sure everything is organized and easy to follow. Let’s get this set up so I can keep track of everything clearly! I'm looking forward to making progress on this!",
      "reasoning_content": "**Updating topics and creating project cards**\n\nI need to update the topics related to 4850 and perhaps create a project card called 33_auto_shorts. It sounds straightforward enough! I’ll probably use the write_file function to handle that. I just want to make sure everything is organized and easy to follow. Let’s get this set up so I can keep track of everything clearly! I'm looking forward to making progress on this!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMT6o2oZclzLZo6gygcORMo3LcxHQeyoC1XQensFJy1houGBSyrr6c9kob4kXxzb0NlEdBgmYUE0Zr5TGQUOl91ecILihTCxg8t-9SzW0tYmjPKsbiWbcNizHtKdT332P4tzF2oGne78Q_V2jat-hiQut_l9aqYc56kivOW7akapScCEYHjVGYPzWcDfOiM-AgLD3-wD6wnU5OgBfW6o7-CXPXPaFsVYd5rUpO18g7ZTy8URYpaToLGsZfYJdAzGXdea7p9cfXbRVqw4ID6taHO41nnMI5ZQRV2tDcMPymHA8hDyWrmrhwG-GGwFGUF4cl-XNJl25xvGWTWvzRRTdNH1UzVWZ3vzZyQU03kicbKGSV95dl_NRqja6P64r3b0LASW7-GLJpFMbIylMw7LYmHuQypWED2GtfIt-3Fcshvr-wLBMEtMlU-Pf1NxQBJ4X7at37yhxkH5ZAXvU4hkP3XkFjnR12xqlXHVbJjXHpk4wbxPffrJUi2Y0A25BFBv5Zq4ZgPvDbpq4rGAUbQn5rqzhCRfPzsjUCe62SjIQsVuiAwxuBOdvHRPfJtuP-7QdK8VlDP5n5SB7QpZo4uDzfIl52F0-GFYe8OHbEC7xFccRnRC9Pz6xGH7fyBZG7dfriDWllZmmccAJzf1o0kbEwCUGuVzI4AFtgJ4DG2WDfQ7HDe3gMNE5N15VYd0vRRjJHlijMQe-4o51AXrprA1VTf_5y7mZh0vg8SDvckkSCCfyql6iE_l2ba7WIAjA8aMCl6w_B7k53naKh9BqZOnV_EdXdxCmqRNVnVGj4d-ZvW0zrvgx9uTHIsDx0QAHwA-sjbsZqzJ8pQb9Nda64jF82QuoJGG-imQCJcxh_u1FT4R2UC-bT128WLEeNCFZUsEnXcHiTptm7XojfDQKA4vzRgs9bKQepaLpUMnMun7-AFM5ssSTP-_neahkVWanqG2SPzYNRNGbINXLoupT6LmlYOABP4723iawsDNQ2TFHMWZ0JKHk1hiivPgYUFc9no01Ztn5HsH326mM8pQtzJKOhelGQ==",
          "id": "rs_049e6b492e9f3d48016a10c4f2b7908191af78a07816a5691b",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating topics and creating project cards**\n\nI need to update the topics related to 4850 and perhaps create a project card called 33_auto_shorts. It sounds straightforward enough! I’ll probably use the write_file function to handle that. I just want to make sure everything is organized and easy to follow. Let’s get this set up so I can keep track of everything clearly! I'm looking forward to making progress on this!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1418, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_Y6ESXFYzzLXsFCzqEOxOoNmt"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_mfh5TJgYU8fDWBVBZWuBpbVz",
          "call_id": "call_mfh5TJgYU8fDWBVBZWuBpbVz",
          "response_item_id": "fc_049e6b492e9f3d48016a10c4fc6af08191a94140610b56fef1",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"~/jarvis_memory/02_telegram_topics.md\",\"old_string\":\"  - `-1003907117629:20` — Geschäftliches – Gasser Bauunternehmung.\\n  - `-1003907117629:76` — System Logs / Debugging.\",\"new_string\":\"  - `-1003907117629:20` — Geschäftliches – Gasser Bauunternehmung.\\n  - `-1003907117629:4850` — AutoShortsBot.\\n  - `-1003907117629:76` — System Logs / Debugging.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_memory/02_telegram_topics.md\\n+++ b//home/agent/jarvis_memory/02_telegram_topics.md\\n@@ -22,6 +22,7 @@\\n   - `-1003907117629:17` — Research & AI Nutzung.\\n   - `-1003907117629:19` — Family – Wife & Kids.\\n   - `-1003907117629:20` — Geschäftliches – Gasser Bauunternehmung.\\n+  - `-1003907117629:4850` — AutoShortsBot.\\n   - `-1003907117629:76` — System Logs / Debugging.\\n   - `-1003907117629:80` — Security & Permissions.\\n \\n\", \"files_modified\": [\"/home/agent/jarvis_memory/02_telegram_topics.md\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_mfh5TJgYU8fDWBVBZWuBpbVz"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_2Ho5SokRdetvHer3Db6FQ30u",
          "call_id": "call_2Ho5SokRdetvHer3Db6FQ30u",
          "response_item_id": "fc_049e6b492e9f3d48016a10c50177848191bd57a1bc8b0db799",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"### Topic 20 — Geschäftliches – Gasser Bauunternehmung\\nUse for business topics around Gasser Bauunternehmung, where Sir is Gesellschafter: strategy, processes, communication, organisation, optimisation, construction-site/project questions, and business analyses. Keep ERNE Holzbau matters in Topic 5.\\n\\n### Topic 4850 — AutoShortsBot\\nUse for the AutoShortsBot project: architecture, implementation, repository/code, automation pipeline, prompts, media generation, publishing workflow, and Social-Media-Shorts strategy. Treat as its own project session and answer AutoShortsBot work only in this topic unless Sir explicitly requests cross-topic delivery. Project card: `~/jarvis_memory/33_autoshortsbot.md`.\\n\\n### Topic 76 — System Logs / Debugging\",\"old_string\":\"### Topic 20 — Geschäftliches – Gasser Bauunternehmung\\nUse for business topics around Gasser Bauunternehmung, where Sir is Gesellschafter: strategy, processes, communication, organisation, optimisation, construction-site/project questions, and business analyses. Keep ERNE Holzbau matters in Topic 5.\\n\\n### Topic 76 — System Logs / Debugging\",\"path\":\"~/jarvis_memory/02_telegram_topics.md\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_memory/02_telegram_topics.md\\n+++ b//home/agent/jarvis_memory/02_telegram_topics.md\\n@@ -63,6 +63,9 @@\\n ### Topic 20 — Geschäftliches – Gasser Bauunternehmung\\n Use for business topics around Gasser Bauunternehmung, where Sir is Gesellschafter: strategy, processes, communication, organisation, optimisation, construction-site/project questions, and business analyses. Keep ERNE Holzbau matters in Topic 5.\\n \\n+### Topic 4850 — AutoShortsBot\\n+Use for the AutoShortsBot project: architecture, implementation, repository/code, automation pipeline, prompts, media generation, publishing workflow, and Social-Media-Shorts strategy. Treat as its own project session and answer AutoShortsBot work only in this topic unless Sir explicitly requests cross-topic delivery. Project card: `~/jarvis_memory/33_autoshortsbot.md`.\\n+\\n ### Topic 76 — System Logs / Debugging\\n Use for concrete operational debugging: error logs, Python tracebacks, cron failures, import errors, and concrete script repairs. Treat as a separate session. Keep broader JARVIS/Hermes architecture in Topic 11 and recurring automation design/monitoring in Topic 16 unless the task is a specific failure or script repair.\\n \\n\", \"files_modified\": [\"/home/agent/jarvis_memory/02_telegram_topics.md\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_2Ho5SokRdetvHer3Db6FQ30u"
    },
    {
      "role": "assistant",
      "content": "Verstanden, Sir.\n\nIch habe es dauerhaft in der JARVIS-Projektmemory abgelegt:\n\n- **Projekt:** AutoShortsBot\n- **Repo:** `https://github.com/Gamexgit/AutoShortsBot`\n- **Status:** aktuell leer\n- **Ziel:** künftiger Code für AutoShortsBot kommt in dieses Repo\n- **GitHub Fine-grained Token:** liegt auf Google Drive in der Datei `Github_AutoShortsBot_Token`\n- **Thread:** Dieses Telegram-Topic `AutoShortsBot` wird als eigene Projekt-Session behandelt\n\nWichtig: Den Token selbst speichere oder zeige ich nicht im Chat. Ich werde ihn bei Bedarf aus Google Drive holen und nur als Runtime-Secret/Env-Var verwenden.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Verstanden, Sir.\n\nIch habe es dauerhaft in der JARVIS-Projektmemory abgelegt:\n\n- **Projekt:** AutoShortsBot\n- **Repo:** `https://github.com/Gamexgit/AutoShortsBot`\n- **Status:** aktuell leer\n- **Ziel:** künftiger Code für AutoShortsBot kommt in dieses Repo\n- **GitHub Fine-grained Token:** liegt auf Google Drive in der Datei `Github_AutoShortsBot_Token`\n- **Thread:** Dieses Telegram-Topic `AutoShortsBot` wird als eigene Projekt-Session behandelt\n\nWichtig: Den Token selbst speichere oder zeige ich nicht im Chat. Ich werde ihn bei Bedarf aus Google Drive holen und nur als Runtime-Secret/Env-Var verwenden."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10c508f68c81919e6f3a2f50dbba1f",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Speichere den Token für dich lokal an sicherer stelle. Ich habe dir unter .hermes/scripts/Auto_Shorts_Bot und Auto_Video_Bot nun bereits entwürfe von skripts abgelegt. Diese funktionieren, jedoch erreichen wir aktuell nicht sehr viele views. Studiere nun den code uns lass uns danach brainstormen wie wir das projekt erfolgreicher machen. Ziel ist es auf socialmedia (youtube shorts, tiktok) entsprechend follower zu sammeln um den kanal zu monetarisieren. Content den ich mir vorstellen könnte: lebensoptimierung, KI, Christlicher glaube (faith tok)."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_jHNVRS7haWJpxGCcCsctApCU",
          "call_id": "call_jHNVRS7haWJpxGCcCsctApCU",
          "response_item_id": "fc_049e6b492e9f3d48016a10c62883388191929726141bd4849c",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"google-workspace\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMYoRYY2sXMS06y-uZUSRL0ym5VtbMGC5R1-UEEnlP6aiJWrANhfYgx9ishkmBKCwzioDQiq7yx1JfWIdgRar1tLYOzHAbWgkVZByXDifYOgAgbPYLi4MAEFORX1e7xu1DdB0AtH2ogDTGBQzsQKnEwk9aw4KGHOe02_cvZg-g-em8xjfQl44_XdrhUm2avuHPFg9U69d1bWeWt69FVZo9M9TLBzVpB7MovntQZmdvdNUSQEfQ_9jNiBBSL1R6evEfy2UpCk4lQqbL3KsYb9w7iZxRPSyRBy-Vi-S9xg1X0n8S89fGyg7a87WeyyTV7h3L-L5xUi8rL3-3896z2oMSutg6oqQuKKta9TR4fvqrmAT_kPric1NHaz7Fef-PqKqKa4PL7yzQOhf_spq4XnKeJlUy5GTn63xA_qiPF8WdxQAxcXgIOa3hEA7-l82fbBIHEKrMOxjWQ_K4_HJEdwwXpQ78z0ey8VsqJydS9Do8xaGMuWnwUi5YiOECMb1Dhvo7HomDEx3NKwsNKb3P4UC89MTY0s-gpc0XB9p7SQ-IelKYNLKV6x2ZAfD8x9EtzNZyA0nFGtYpXal8oRasq1pwVHdDd2kiC-a2XT58FXN_wi8oruqlHurBqoowqfoVPciyF4-AluzarWhUkn-TJObJWNZvocufWYiOTET6b_TZoJ2FKB2eBJ08RPyEzIi5fLTVDFZDM2SBsaSk9ITMqos-EVwf-yYo0XbEidFpOv3VC1ju00vhHHNNliMOJV4bwUZsCz6alV5PfUGrJrPejBLpUNsZGjHgQiF_1D6EqTs89Afa2yafhaAMdHSFR6pU30b6E-qq-aW84_fMrmRtGCqnj1VDhLkHYNJL1vblD9eKXxQ7qKbOGhnzcTcXJOunrRLU9w4OVZDFbOYz8-_QLy8dovZway4kyPJEXfqPf-J_ON6C-GnSxHQEBgYsQ5szVy6UjUTeN1RyaKQ76euOOUauRbIK1fddnAffds04_ngGlAdyeTiz0FBqA1wWaPbS-zDk1Sc7G95XXOa9CUpN3hE0rtpB2B_6J3Fce-NgEC_J43915SRTEFwvojNU35NMVXjpGzqfhm5vRsKMnGYZTO6SQZogAz4luxPH1bBxbxi4pf6NOBoyi2jdVZb0lHlw6WG1_SvEZUAk11ae0C096O62AbvuW0jU3zWPCE-k_ydVB6uLhFQyxKI0p0k0mPzTFNkOS2Id7uQLq6E-kGgc0U2QkO1Os2nQg81rFMN9_lnCYPKfrfMb7gcMJctATJ6qgRQobu7D4cQ7HN1vBDk9UgC_br3q2SdQvtNIIjd71WABRydNK02XRVomg9-isOFy_NvrAXelXO16LUS6qpQMzV7Kna7LUmpqDy1LKVYmbYisLt1ENNyttjSOAzq1GEjQTwA0QuHERfv628TOtKMlwtaF_zTfiGgN1_OqFYt0MPMVKFAvtnue-mMumYScFvOmIwmzc25oEC_-zgtuj_QIVKKjahWl4sMUcGDd24ow0gpSpJrNI3fahMqUY_M52lmN8ndTBW2BLBHG0zkTOwJtwGinp2nepXy_-KK0Qc7rar7QCbQ3s=",
          "id": "rs_049e6b492e9f3d48016a10c62671b08191a794160074df21ac",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"google-workspace\", \"description\": \"Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\", \"tags\": [\"Google\", \"Gmail\", \"Calendar\", \"Drive\", \"Sheets\", \"Docs\", \"Contacts\", \"Email\", \"OAuth\"], \"related_skills\": [\"himalaya\"], \"content\": \"---\\nname: google-workspace\\ndescription: \\\"Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\\\"\\nversion: 1.1.0\\nauthor: Nous Research\\nlicense: MIT\\nrequired_credential_files:\\n  - path: google_token.json\\n    description: Google OAuth2 token (created by setup script)\\n  - path: google_client_secret.json\\n    description: Google OAuth2 client credentials (downloaded from Google Cloud Console)\\nmetadata:\\n  hermes:\\n    tags: [Google, Gmail, Calendar, Drive, Sheets, Docs, Contacts, Email, OAuth]\\n    homepage: https://github.com/NousResearch/hermes-agent\\n    related_skills: [himalaya]\\n---\\n\\n# Google Workspace\\n\\nGmail, Calendar, Drive, Contacts, Sheets, and Docs — through Hermes-managed OAuth and a thin CLI wrapper. When `gws` is installed, the skill uses it as the execution backend for broader Google Workspace coverage; otherwise it falls back to the bundled Python client implementation.\\n\\n## References\\n- `references/gog-drive-docs-workflow.md` — `gog` CLI patterns for Drive folder discovery, Google Doc export, Markdown upload, Docs creation from Markdown, artifact verification, and temp-file cleanup.\\n- `references/drive-document-review-workflow.md` — workflow for validating Drive briefings/analyses against supporting Google Docs, DOCX, and PDFs, including text extraction and cross-checking claims.\\n- `references/drive-civic-dossier-analysis.md` — workflow for municipal/political dossier analysis from Drive folders with Botschaften, protocols, past credit requests, and current appendices.\\n- `references/gmail-search-syntax.md` — Gmail search operators (is:unread, from:, newer_than:, etc.)\\n- `references/gog-drive-docs-workflow.md` — `gog` CLI patterns for Drive folder discovery, Google Doc export, Markdown upload, Docs creation from Markdown, artifact verification, and temp-file cleanup.\\n- `references/drive-document-review-workflow.md` — workflow for validating Drive briefings/analyses against supporting Google Docs, DOCX, and PDFs, including text extraction and cross-checking claims.\\n- `references/gmail-search-syntax.md` — Gmail search operators (is:unread, from:, newer_than:, etc.)\\n## Scripts\\n\\n- `scripts/setup.py` — OAuth2 setup (run once to authorize)\\n- `scripts/google_api.py` — compatibility wrapper CLI. It prefers `gws` for operations when available, while preserving Hermes' existing JSON output contract.\\n\\n## First-Time Setup\\n\\nThe setup is fully non-interactive — you drive it step by step so it works\\non CLI, Telegram, Discord, or any platform.\\n\\nDefine a shorthand first:\\n\\n```bash\\nGSETUP=\\\"python ${HERMES_HOME:-$HOME/.hermes}/skills/productivity/google-workspace/scripts/setup.py\\\"\\n```\\n\\n### Step 0: Check if already set up\\n\\n```bash\\n$GSETUP --check\\n```\\n\\nIf it prints `AUTHENTICATED`, skip to Usage — setup is already done.\\n\\n### Step 1: Triage — ask the user what they need\\n\\nBefore starting OAuth setup, ask the user TWO questions:\\n\\n**Question 1: \\\"What Google services do you need? Just email, or also\\nCalendar/Drive/Sheets/Docs?\\\"**\\n\\n- **Email only** → They don't need this skill at all. Use the `himalaya` skill\\n  instead — it works with a Gmail App Password (Settings → Security → App\\n  Passwords) and takes 2 minutes to set up. No Google Cloud project needed.\\n  Load the himalaya skill and follow its setup instructions.\\n\\n- **Email + Calendar** → Continue with this skill, but use\\n  `--services email,calendar` during auth so the consent screen only asks for\\n  the scopes they actually need.\\n\\n- **Calendar/Drive/Sheets/Docs only** → Continue with this skill and use a\\n  narrower `--services` set like `calendar,drive,sheets,docs`.\\n\\n- **Full Workspace access** → Continue with this skill and use the default\\n  `all` service set.\\n\\n**Question 2: \\\"Does your Google account use Advanced Protection (hardware\\nsecurity keys required to sign in)? If you're not sure, you probably don't\\n— it's something you would have explicitly enrolled in.\\\"**\\n\\n- **No / Not sure** → Normal setup. Continue below.\\n- **Yes** → Their Workspace admin must add the OAuth client ID to the org's\\n  allowed apps list before Step 4 will work. Let them know upfront.\\n\\n### Step 2: Create OAuth credentials (one-time, ~5 minutes)\\n\\nTell the user:\\n\\n> You need a Google Cloud OAuth client. This is a one-time setup:\\n>\\n> 1. Create or select a project:\\n>    https://console.cloud.google.com/projectselector2/home/dashboard\\n> 2. Enable the required APIs from the API Library:\\n>    https://console.cloud.google.com/apis/library\\n>    Enable: Gmail API, Google Calendar API, Google Drive API,\\n>    Google Sheets API, Google Docs API, People API\\n> 3. Create the OAuth client here:\\n>    https://console.cloud.google.com/apis/credentials\\n>    Credentials → Create Credentials → OAuth 2.0 Client ID\\n> 4. Application type: \\\"Desktop app\\\" → Create\\n> 5. If the app is still in Testing, add the user's Google account as a test user here:\\n>    https://console.cloud.google.com/auth/audience\\n>    Audience → Test users → Add users\\n> 6. Download the JSON file and tell me the file path\\n>\\n> Important Hermes CLI note: if the file path starts with `/`, do NOT send only the bare path as its own message in the CLI, because it can be mistaken for a slash command. Send it in a sentence instead, like:\\n> `The JSON file path is: /home/user/Downloads/client_secret_....json`\\n\\nOnce they provide the path:\\n\\n```bash\\n$GSETUP --client-secret /path/to/client_secret.json\\n```\\n\\nIf they paste the raw client ID / client secret values instead of a file path,\\nwrite a valid Desktop OAuth JSON file for them yourself, save it somewhere\\nexplicit (for example `~/Downloads/hermes-google-client-secret.json`), then run\\n`--client-secret` against that file.\\n\\n### Step 3: Get authorization URL\\n\\nUse the service set chosen in Step 1. Examples:\\n\\n```bash\\n$GSETUP --auth-url --services email,calendar --format json\\n$GSETUP --auth-url --services calendar,drive,sheets,docs --format json\\n$GSETUP --auth-url --services all --format json\\n```\\n\\nThis returns JSON with an `auth_url` field and also saves the exact URL to\\n`~/.hermes/google_oauth_last_url.txt`.\\n\\nAgent rules for this step:\\n- Extract the `auth_url` field and send that exact URL to the user as a single line.\\n- Tell the user that the browser will likely fail on `http://localhost:1` after approval, and that this is expected.\\n- Tell them to copy the ENTIRE redirected URL from the browser address bar.\\n- If the user gets `Error 403: access_denied`, send them directly to `https://console.cloud.google.com/auth/audience` to add themselves as a test user.\\n\\n### Step 4: Exchange the code\\n\\nThe user will paste back either a URL like `http://localhost:1/?code=4/0A...&scope=...`\\nor just the code string. Either works. The `--auth-url` step stores a temporary\\npending OAuth session locally so `--auth-code` can complete the PKCE exchange\\nlater, even on headless systems:\\n\\n```bash\\n$GSETUP --auth-code \\\"THE_URL_OR_CODE_THE_USER_PASTED\\\" --format json\\n```\\n\\nIf `--auth-code` fails because the code expired, was already used, or came from\\nan older browser tab, it now returns a fresh `fresh_auth_url`. In that case,\\nimmediately send the new URL to the user and have them retry with the newest\\nbrowser redirect only.\\n\\n### Step 5: Verify\\n\\n```bash\\n$GSETUP --check\\n```\\n\\nShould print `AUTHENTICATED`. Setup is complete — token refreshes automatically from now on.\\n\\n### Notes\\n\\n- Token is stored at `~/.hermes/google_token.json` and auto-refreshes.\\n- Pending OAuth session state/verifier are stored temporarily at `~/.hermes/google_oauth_pending.json` until exchange completes.\\n- If `gws` is installed, `google_api.py` points it at the same `~/.hermes/google_token.json` credentials file. Users do not need to run a separate `gws auth login` flow.\\n- To revoke: `$GSETUP --revoke`\\n\\n## Usage\\n\\nAll commands go through the API script. Set `GAPI` as a shorthand:\\n\\n```bash\\nGAPI=\\\"python ${HERMES_HOME:-$HOME/.hermes}/skills/productivity/google-workspace/scripts/google_api.py\\\"\\n```\\n\\n### Gmail\\n\\n```bash\\n# Search (returns JSON array with id, from, subject, date, snippet)\\n$GAPI gmail search \\\"is:unread\\\" --max 10\\n$GAPI gmail search \\\"from:boss@company.com newer_than:1d\\\"\\n$GAPI gmail search \\\"has:attachment filename:pdf newer_than:7d\\\"\\n\\n# Read full message (returns JSON with body text)\\n$GAPI gmail get MESSAGE_ID\\n\\n# Send\\n$GAPI gmail send --to user@example.com --subject \\\"Hello\\\" --body \\\"Message text\\\"\\n$GAPI gmail send --to user@example.com --subject \\\"Report\\\" --body \\\"<h1>Q4</h1><p>Details...</p>\\\" --html\\n$GAPI gmail send --to user@example.com --subject \\\"Hello\\\" --from '\\\"Research Agent\\\" <user@example.com>' --body \\\"Message text\\\"\\n\\n# Reply (automatically threads and sets In-Reply-To)\\n$GAPI gmail reply MESSAGE_ID --body \\\"Thanks, that works for me.\\\"\\n$GAPI gmail reply MESSAGE_ID --from '\\\"Support Bot\\\" <user@example.com>' --body \\\"Thanks\\\"\\n\\n# Labels\\n$GAPI gmail labels\\n$GAPI gmail modify MESSAGE_ID --add-labels LABEL_ID\\n$GAPI gmail modify MESSAGE_ID --remove-labels UNREAD\\n```\\n\\n### Calendar\\n\\n```bash\\n# List events (defaults to next 7 days)\\n$GAPI calendar list\\n$GAPI calendar list --start 2026-03-01T00:00:00Z --end 2026-03-07T23:59:59Z\\n\\n# Create event (ISO 8601 with timezone required)\\n$GAPI calendar create --summary \\\"Team Standup\\\" --start 2026-03-01T10:00:00-06:00 --end 2026-03-01T10:30:00-06:00\\n$GAPI calendar create --summary \\\"Lunch\\\" --start 2026-03-01T12:00:00Z --end 2026-03-01T13:00:00Z --location \\\"Cafe\\\"\\n$GAPI calendar create --summary \\\"Review\\\" --start 2026-03-01T14:00:00Z --end 2026-03-01T15:00:00Z --attendees \\\"alice@co.com,bob@co.com\\\"\\n\\n# Delete event\\n$GAPI calendar delete EVENT_ID\\n```\\n\\n### Drive\\n\\n```bash\\n# Search existing files\\n$GAPI drive search \\\"quarterly report\\\" --max 10\\n$GAPI drive search \\\"mimeType='application/pdf'\\\" --raw-query --max 5\\n\\n# Get metadata for a single file\\n$GAPI drive get FILE_ID\\n\\n# Upload a local file (auto-detects MIME type)\\n$GAPI drive upload /path/to/report.pdf\\n$GAPI drive upload /path/to/image.png --name \\\"Logo.png\\\" --parent FOLDER_ID\\n\\n# Download (binary files download as-is; Google-native files export to a\\n# sensible default — Docs→pdf, Sheets→csv, Slides→pdf, Drawings→png)\\n$GAPI drive download FILE_ID\\n$GAPI drive download DOC_ID --output ~/doc.pdf\\n$GAPI drive download DOC_ID --export-mime text/plain --output ~/doc.txt\\n\\n# Create a folder\\n$GAPI drive create-folder \\\"Reports\\\"\\n$GAPI drive create-folder \\\"Q4\\\" --parent FOLDER_ID\\n\\n# Share\\n$GAPI drive share FILE_ID --email alice@example.com --role reader\\n$GAPI drive share FILE_ID --email alice@example.com --role writer --notify\\n$GAPI drive share FILE_ID --type anyone --role reader        # anyone with link\\n$GAPI drive share FILE_ID --type domain --domain example.com --role reader\\n\\n# Delete — defaults to trash (reversible). Use --permanent to skip the trash.\\n$GAPI drive delete FILE_ID\\n$GAPI drive delete FILE_ID --permanent\\n```\\n\\n### Contacts\\n\\n```bash\\n$GAPI contacts list --max 20\\n```\\n\\n### Sheets\\n\\n```bash\\n# Create a new spreadsheet\\n$GAPI sheets create --title \\\"Q4 Budget\\\"\\n$GAPI sheets create --title \\\"Inventory\\\" --sheet-name \\\"Stock\\\"\\n\\n# Read\\n$GAPI sheets get SHEET_ID \\\"Sheet1!A1:D10\\\"\\n\\n# Write\\n$GAPI sheets update SHEET_ID \\\"Sheet1!A1:B2\\\" --values '[[\\\"Name\\\",\\\"Score\\\"],[\\\"Alice\\\",\\\"95\\\"]]'\\n\\n# Append rows\\n$GAPI sheets append SHEET_ID \\\"Sheet1!A:C\\\" --values '[[\\\"new\\\",\\\"row\\\",\\\"data\\\"]]'\\n```\\n\\n### Docs\\n\\n```bash\\n# Read\\n$GAPI docs get DOC_ID\\n\\n# Create a new Doc (optionally seeded with body text)\\n$GAPI docs create --title \\\"Meeting Notes\\\"\\n$GAPI docs create --title \\\"Draft\\\" --body \\\"First paragraph...\\\"\\n\\n# Append text to the end of an existing Doc\\n$GAPI docs append DOC_ID --text \\\"Additional content to append\\\"\\n```\\n\\n## Output Format\\n\\nAll commands return JSON. Parse with `jq` or read directly. Key fields:\\n\\n- **Gmail search**: `[{id, threadId, from, to, subject, date, snippet, labels}]`\\n- **Gmail get**: `{id, threadId, from, to, subject, date, labels, body}`\\n- **Gmail send/reply**: `{status: \\\"sent\\\", id, threadId}`\\n- **Calendar list**: `[{id, summary, start, end, location, description, htmlLink}]`\\n- **Calendar create**: `{status: \\\"created\\\", id, summary, htmlLink}`\\n- **Drive search**: `[{id, name, mimeType, modifiedTime, webViewLink}]`\\n- **Drive get**: `{id, name, mimeType, modifiedTime, size, webViewLink, parents, owners}`\\n- **Drive upload**: `{status: \\\"uploaded\\\", id, name, mimeType, webViewLink}`\\n- **Drive download**: `{status: \\\"downloaded\\\", id, name, path, mimeType}`\\n- **Drive create-folder**: `{status: \\\"created\\\", id, name, webViewLink}`\\n- **Drive share**: `{status: \\\"shared\\\", permissionId, fileId, role, type}`\\n- **Drive delete**: `{status: \\\"trashed\\\" | \\\"deleted\\\", fileId, permanent}`\\n- **Contacts list**: `[{name, emails: [...], phones: [...]}]`\\n- **Sheets get**: `[[cell, cell, ...], ...]`\\n- **Sheets create**: `{status: \\\"created\\\", spreadsheetId, title, spreadsheetUrl}`\\n- **Docs create**: `{status: \\\"created\\\", documentId, title, url}`\\n- **Docs append**: `{status: \\\"appended\\\", documentId, inserted_at, characters}`\\n\\n## Rules\\n\\n1. **Never send email, create/delete calendar events, delete Drive files, share files, or modify Docs/Sheets without confirming with the user first.** Show what will be done (recipients, file IDs, content, share role) and ask for approval. For `drive delete`, prefer the default trash (reversible) over `--permanent`.\\n2. **Check auth before first use** — run `setup.py --check`. If it fails, guide the user through setup.\\n3. **Use the Gmail search syntax reference** for complex queries — load it with `skill_view(\\\"google-workspace\\\", file_path=\\\"references/gmail-search-syntax.md\\\")`.\\n4. **Calendar times must include timezone** — always use ISO 8601 with offset (e.g., `2026-03-01T10:00:00-06:00`) or UTC (`Z`).\\n5. **Respect rate limits** — avoid rapid-fire sequential API calls. Batch reads when possible.\\n\\n## Troubleshooting\\n\\n| Problem | Fix |\\n|---------|-----|\\n| `NOT_AUTHENTICATED` | Run setup Steps 2-5 above |\\n| `REFRESH_FAILED` | Token revoked or expired — redo Steps 3-5 |\\n| `HttpError 403: Insufficient Permission` | Missing API scope — `$GSETUP --revoke` then redo Steps 3-5 |\\n| `AUTHENTICATED (partial)` or \\\"Token missing scopes\\\" | New write capabilities (Drive write/delete, Docs create/edit) require re-authorization. `$GSETUP --revoke` then redo Steps 3-5 to grant the upgraded scopes. |\\n| `HttpError 403: Access Not Configured` | API not enabled — user needs to enable it in Google Cloud Console |\\n| `ModuleNotFoundError` | Run `$GSETUP --install-deps` |\\n| Advanced Protection blocks auth | Workspace admin must allowlist the OAuth client ID |\\n\\n## Revoking Access\\n\\n```bash\\n$GSETUP --revoke\\n```\\n\", \"path\": \"productivity/google-workspace/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/productivity/google-workspace\", \"linked_files\": {\"references\": [\"references/gog-drive-docs-workflow.md\", \"references/drive-civic-dossier-analysis.md\", \"references/gmail-search-syntax.md\", \"references/drive-document-review-workflow.md\"], \"scripts\": [\"scripts/google_api.py\", \"scripts/gws_bridge.py\", \"scripts/setup.py\", \"scripts/_hermes_home.py\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [\"google_token.json\", \"google_client_secret.json\"], \"missing_required_commands\": [], \"setup_needed\": true, \"setup_skipped\": false, \"readiness_status\": \"setup_needed\", \"setup_note\": \"Setup needed before using this skill: missing file google_token.json, file google_client_secret.json.\", \"metadata\": {\"hermes\": {\"tags\": [\"Google\", \"Gmail\", \"Calendar\", \"Drive\", \"Sheets\", \"Docs\", \"Contacts\", \"Email\", \"OAuth\"], \"homepage\": \"https://github.com/NousResearch/hermes-agent\", \"related_skills\": [\"himalaya\"]}}}",
      "tool_call_id": "call_jHNVRS7haWJpxGCcCsctApCU"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_x62FHhrRJ9wqSsggfTe4vMjR",
          "call_id": "call_x62FHhrRJ9wqSsggfTe4vMjR",
          "response_item_id": "fc_049e6b492e9f3d48016a10c62a4a9081918b1817ffac6e22fa",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"codebase-inspection\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"codebase-inspection\", \"description\": \"Inspect codebases w/ pygount: LOC, languages, ratios.\", \"tags\": [\"LOC\", \"Code Analysis\", \"pygount\", \"Codebase\", \"Metrics\", \"Repository\"], \"related_skills\": [\"github-repo-management\"], \"content\": \"---\\nname: codebase-inspection\\ndescription: \\\"Inspect codebases w/ pygount: LOC, languages, ratios.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [LOC, Code Analysis, pygount, Codebase, Metrics, Repository]\\n    related_skills: [github-repo-management]\\nprerequisites:\\n  commands: [pygount]\\n---\\n\\n# Codebase Inspection with pygount\\n\\nAnalyze repositories for lines of code, language breakdown, file counts, and code-vs-comment ratios using `pygount`.\\n\\n## When to Use\\n\\n- User asks for LOC (lines of code) count\\n- User wants a language breakdown of a repo\\n- User asks about codebase size or composition\\n- User wants code-vs-comment ratios\\n- General \\\"how big is this repo\\\" questions\\n\\n## Prerequisites\\n\\n```bash\\npip install --break-system-packages pygount 2>/dev/null || pip install pygount\\n```\\n\\n## 1. Basic Summary (Most Common)\\n\\nGet a full language breakdown with file counts, code lines, and comment lines:\\n\\n```bash\\ncd /path/to/repo\\npygount --format=summary \\\\\\n  --folders-to-skip=\\\".git,node_modules,venv,.venv,__pycache__,.cache,dist,build,.next,.tox,.eggs,*.egg-info\\\" \\\\\\n  .\\n```\\n\\n**IMPORTANT:** Always use `--folders-to-skip` to exclude dependency/build directories, otherwise pygount will crawl them and take a very long time or hang.\\n\\n## 2. Common Folder Exclusions\\n\\nAdjust based on the project type:\\n\\n```bash\\n# Python projects\\n--folders-to-skip=\\\".git,venv,.venv,__pycache__,.cache,dist,build,.tox,.eggs,.mypy_cache\\\"\\n\\n# JavaScript/TypeScript projects\\n--folders-to-skip=\\\".git,node_modules,dist,build,.next,.cache,.turbo,coverage\\\"\\n\\n# General catch-all\\n--folders-to-skip=\\\".git,node_modules,venv,.venv,__pycache__,.cache,dist,build,.next,.tox,vendor,third_party\\\"\\n```\\n\\n## 3. Filter by Specific Language\\n\\n```bash\\n# Only count Python files\\npygount --suffix=py --format=summary .\\n\\n# Only count Python and YAML\\npygount --suffix=py,yaml,yml --format=summary .\\n```\\n\\n## 4. Detailed File-by-File Output\\n\\n```bash\\n# Default format shows per-file breakdown\\npygount --folders-to-skip=\\\".git,node_modules,venv\\\" .\\n\\n# Sort by code lines (pipe through sort)\\npygount --folders-to-skip=\\\".git,node_modules,venv\\\" . | sort -t$'\\\\t' -k1 -nr | head -20\\n```\\n\\n## 5. Output Formats\\n\\n```bash\\n# Summary table (default recommendation)\\npygount --format=summary .\\n\\n# JSON output for programmatic use\\npygount --format=json .\\n\\n# Pipe-friendly: Language, file count, code, docs, empty, string\\npygount --format=summary . 2>/dev/null\\n```\\n\\n## 6. Interpreting Results\\n\\nThe summary table columns:\\n- **Language** — detected programming language\\n- **Files** — number of files of that language\\n- **Code** — lines of actual code (executable/declarative)\\n- **Comment** — lines that are comments or documentation\\n- **%** — percentage of total\\n\\nSpecial pseudo-languages:\\n- `__empty__` — empty files\\n- `__binary__` — binary files (images, compiled, etc.)\\n- `__generated__` — auto-generated files (detected heuristically)\\n- `__duplicate__` — files with identical content\\n- `__unknown__` — unrecognized file types\\n\\n## Pitfalls\\n\\n1. **Always exclude .git, node_modules, venv** — without `--folders-to-skip`, pygount will crawl everything and may take minutes or hang on large dependency trees.\\n2. **Markdown shows 0 code lines** — pygount classifies all Markdown content as comments, not code. This is expected behavior.\\n3. **JSON files show low code counts** — pygount may count JSON lines conservatively. For accurate JSON line counts, use `wc -l` directly.\\n4. **Large monorepos** — for very large repos, consider using `--suffix` to target specific languages rather than scanning everything.\\n\", \"path\": \"github/codebase-inspection/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/github/codebase-inspection\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"LOC\", \"Code Analysis\", \"pygount\", \"Codebase\", \"Metrics\", \"Repository\"], \"related_skills\": [\"github-repo-management\"]}}}",
      "tool_call_id": "call_x62FHhrRJ9wqSsggfTe4vMjR"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_0IriOpiwWu6mU7RKtW3SkRry",
          "call_id": "call_0IriOpiwWu6mU7RKtW3SkRry",
          "response_item_id": "fc_049e6b492e9f3d48016a10c62c268c8191a88f0554789905fd",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"youtube-content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"youtube-content\", \"description\": \"YouTube transcripts to summaries, threads, blogs.\", \"tags\": [], \"related_skills\": [], \"content\": \"---\\nname: youtube-content\\ndescription: \\\"YouTube transcripts to summaries, threads, blogs.\\\"\\nplatforms: [linux, macos, windows]\\n---\\n\\n# YouTube Content Tool\\n\\n## When to use\\n\\nUse when the user shares a YouTube URL or video link, asks to summarize a video, requests a transcript, or wants to extract and reformat content from any YouTube video. Transforms transcripts into structured content (chapters, summaries, threads, blog posts).\\n\\nExtract transcripts from YouTube videos and convert them into useful formats.\\n\\n## Setup\\n\\n```bash\\npip install youtube-transcript-api\\n```\\n\\n## Helper Script\\n\\n`SKILL_DIR` is the directory containing this SKILL.md file. The script accepts any standard YouTube URL format, short links (youtu.be), shorts, embeds, live links, or a raw 11-character video ID.\\n\\n```bash\\n# JSON output with metadata\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"https://youtube.com/watch?v=VIDEO_ID\\\"\\n\\n# Plain text (good for piping into further processing)\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --text-only\\n\\n# With timestamps\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --timestamps\\n\\n# Specific language with fallback chain\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --language tr,en\\n```\\n\\n## Output Formats\\n\\nAfter fetching the transcript, format it based on what the user asks for:\\n\\n- **Chapters**: Group by topic shifts, output timestamped chapter list\\n- **Summary**: Concise 5-10 sentence overview of the entire video\\n- **Chapter summaries**: Chapters with a short paragraph summary for each\\n- **Thread**: Twitter/X thread format — numbered posts, each under 280 chars\\n- **Blog post**: Full article with title, sections, and key takeaways\\n- **Quotes**: Notable quotes with timestamps\\n\\n### Example — Chapters Output\\n\\n```\\n00:00 Introduction — host opens with the problem statement\\n03:45 Background — prior work and why existing solutions fall short\\n12:20 Core method — walkthrough of the proposed approach\\n24:10 Results — benchmark comparisons and key takeaways\\n31:55 Q&A — audience questions on scalability and next steps\\n```\\n\\n## Workflow\\n\\n1. **Fetch** the transcript using the helper script with `--text-only --timestamps`.\\n2. **Validate**: confirm the output is non-empty and in the expected language. If empty, retry without `--language` to get any available transcript. If still empty, tell the user the video likely has transcripts disabled.\\n3. **Chunk if needed**: if the transcript exceeds ~50K characters, split into overlapping chunks (~40K with 2K overlap) and summarize each chunk before merging.\\n4. **Transform** into the requested output format. If the user did not specify a format, default to a summary.\\n5. **Verify**: re-read the transformed output to check for coherence, correct timestamps, and completeness before presenting.\\n\\n## Error Handling\\n\\n- **Transcript disabled**: tell the user; suggest they check if subtitles are available on the video page.\\n- **Private/unavailable video**: relay the error and ask the user to verify the URL.\\n- **No matching language**: retry without `--language` to fetch any available transcript, then note the actual language to the user.\\n- **Dependency missing**: run `pip install youtube-transcript-api` and retry.\\n\", \"path\": \"media/youtube-content/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/media/youtube-content\", \"linked_files\": {\"references\": [\"references/output-formats.md\"], \"scripts\": [\"scripts/fetch_transcript.py\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\"}",
      "tool_call_id": "call_0IriOpiwWu6mU7RKtW3SkRry"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_BXtw4YOrMkv8xF13HTFLMZnh",
          "call_id": "call_BXtw4YOrMkv8xF13HTFLMZnh",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6327320819182e837ea0bfdadb6",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"target\":\"files\",\"path\":\"~/.hermes/scripts\",\"pattern\":\"*Auto*\",\"limit\":50}"
          }
        },
        {
          "id": "call_MkdvpX2uKpnnHsrOgI7aFNzX",
          "call_id": "call_MkdvpX2uKpnnHsrOgI7aFNzX",
          "response_item_id": "fc_049e6b492e9f3d48016a10c632733c8191bb45b220a0d214c7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"GOG_KEYRING_PASSWORD='LammBitch30' gog -a friday.uplink@gmail.com drive list --query \\\"name='Github_AutoShortsBot_Token'\\\" --json 2>/dev/null | python3 - <<'PY'\\nimport sys,json\\ns=sys.stdin.read()\\ntry:\\n d=json.loads(s)\\n print('FOUND' if d else 'NOT_FOUND')\\n for x in (d if isinstance(d,list) else d.get('files',[]))[:5]: print(x.get('id',''), x.get('name',''), x.get('mimeType',''))\\nexcept Exception as e:\\n print('GOG_OUTPUT_PARSE_FAILED')\\n print(s[:500])\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Retrieving Drive token**\n\nI need to retrieve the token from Drive, and I'll start by using the `gog` command with the password environment variable. First, I should inspect the scripts and list out the directories. There’s a possibility that I may need Google authentication, perhaps if `gog` is installed. I'll be working in the terminal for all of this. Let's get started to ensure I get this done!",
      "reasoning_content": "**Retrieving Drive token**\n\nI need to retrieve the token from Drive, and I'll start by using the `gog` command with the password environment variable. First, I should inspect the scripts and list out the directories. There’s a possibility that I may need Google authentication, perhaps if `gog` is installed. I'll be working in the terminal for all of this. Let's get started to ensure I get this done!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMYyjlTlMR0Qw1dDSHa8Sw-uYjhtlLEO3AZU-WAGwYAr1_Wr7ngFuEongkqmZZiLD2EeCUjUHWgtVJfmb1V6t9vf1spb6W4aifLJ7VslH0gCJYjtXC-FWr00j8RY3C4Lj-Zvg9tMZlbdjxPDmEKWJDJLEoG6uRsBkHDg16NamtXIPeYcEVMElVGuj3xGklaTZGxnQExmotgDUWSq8Uk9qTDoG9_bFrfhVvE0x76-VUEcBF_5uCZycE1EzoSDO9fxT8TmFzLwx-WAp5R5gfdufHPJqKYfm80NCqPNpYSbfCsRY8FitOKy3hf6bIGv_puSwKKp8C-FOoXeWafGOVJ8K9W84D4x-J5-QewMQ1FDaRz95N7CVpNT1-C292OJ9iBYSdzbrk2iKPekv4EH1n9IYpYKZ-Z1E6-tL_ZYqmsEQbBKIuv-nZlN0emT94leBqa4rg5TnNXNnxHwf-l1-o4dL1xnb4EsZZa76z4pbNwPg8AI6WCBS5BFp-Epv8sacQzat6VmgDDwpM6uXcAyKgMekgG-7RCDhBBF_xmxYUebI2QZOcrVZUbOvushSVwR-nmlGLUeEN-BU0DsY9XVBNLu-MBxugvVYzixzTNPyLQn31Q237jhTbVPAYbsWobwRGrU0qeXSerAuX4i5ZRxKKXUeKdSF_j0HAx2cq4Sywr8EUg8L8t9y-Li4FYxh8DRt9szecrhjnMCsqu5_sEApilyzLUSkU2dmBPPhbDni0mIA8stTugZFIClGqhT4WMXWQxoF8keLM2y9pKVfbDb22Q95epPKO_4MMVVE4qVkjTmrI12AmWBBm2HxuRORo_8cd6sfOIxX4QYDNmRRe5l1Blrcg-N9y2AjN8ZmpqHu1evOFeCJ0WYiH7wYs3KmH6dKswckpZOd0G6-by1qdurPoQgNtHLLa2W5-ZvJVdP52peuO5XTBk18a1hvkzvHEgBEqLn5FrcHGbbQxzoc-JtjiMX4-IGnFlauGFhgI4SZNFDKQ6k-UbfmbuR3tW75pRHyhvMytbK1Vo1sYBZqfn8BVQYWO3S8a96fZcl9fSYKkhfmvpUIbtEu5iG-SvhJpbFavoM-KAFoPGiSWly-qpnsYW77odV8yDgnRAImTbGW63jp_iUbnXvhYdnXxlWB2WPhcFs0ABX",
          "id": "rs_049e6b492e9f3d48016a10c62db29c819183b1275928d0f4e2",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Retrieving Drive token**\n\nI need to retrieve the token from Drive, and I'll start by using the `gog` command with the password environment variable. First, I should inspect the scripts and list out the directories. There’s a possibility that I may need Google authentication, perhaps if `gog` is installed. I'll be working in the terminal for all of this. Let's get started to ensure I get this done!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_BXtw4YOrMkv8xF13HTFLMZnh"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"GOG_OUTPUT_PARSE_FAILED\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (Security scan — [HIGH] Pipe to interpreter: gog | python3: Command pipes output from 'gog' directly to interpreter 'python3'. Downloaded content will be executed without inspection.) and was approved by the user.\"}",
      "tool_call_id": "call_MkdvpX2uKpnnHsrOgI7aFNzX"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_uoEQCzJMp9fqdVHNQxdr0oY9",
          "call_id": "call_uoEQCzJMp9fqdVHNQxdr0oY9",
          "response_item_id": "fc_049e6b492e9f3d48016a10c64181c081919a8cc67629527ab7",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":100,\"path\":\"/home/agent/.hermes/scripts\",\"pattern\":\"*\",\"target\":\"files\"}"
          }
        },
        {
          "id": "call_X6F6JRorr9qJtvRlHRkMHN9e",
          "call_id": "call_X6F6JRorr9qJtvRlHRkMHN9e",
          "response_item_id": "fc_049e6b492e9f3d48016a10c64181d48191a74f292edca2938d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"GOG_KEYRING_PASSWORD='LammBitch30' gog -a friday.uplink@gmail.com --help | head -80\",\"timeout\":30}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Exploring terminal commands**\n\nIt seems the search didn’t find anything because the directories might be using underscores with lowercase letters. I might need a list or even a different search pattern like `*`. The terminal command didn’t show results perhaps due to a conflict with shell heredoc and standard input. Maybe using a temporary file or checking the `gog` help could help. I definitely need to figure out the correct syntax, so I'll look into `gog --help`.",
      "reasoning_content": "**Exploring terminal commands**\n\nIt seems the search didn’t find anything because the directories might be using underscores with lowercase letters. I might need a list or even a different search pattern like `*`. The terminal command didn’t show results perhaps due to a conflict with shell heredoc and standard input. Maybe using a temporary file or checking the `gog` help could help. I definitely need to figure out the correct syntax, so I'll look into `gog --help`.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZBx-7gXsG20iVQkaIDG8Dr8sLAUnuP1za9R97eSQB9X-gh5yTOM3LPq8K7IAGh-hLrmXnnmqk5WXwKfAjpDGMk09l8Onl4qqtU8IdwIR2cCgO1aV-gfw9hXIZRhhshdhGHtJ-Oif4mBFCUAiZHi1NAVWR72MrGZvhFf_sAXBxL7kX6gNu2o0ckCt6b3Q_2RZyRT-Scjs_4g6pCptDRle4Me2WgGvVDuH7ebpDixJBNdLYMBTn6nT9gaBxPf1BKKz_2JBNnwaBY1ebNZmQ_0_Q9P1CDZ4gvwYpdSq6g2aLFw1LVH5AGNCj1BosgCzxCIonqJw0bzzjr-7RIFY58FVs1QXf8EGA2pNAnlgRaBUsWZdSqhhAoomZ1_uOmdF8kQY_RwUHZCYuwKCMXu-UMqKKgAsdqJEEgUVE13IowaL6kWrombxC3TELcAOEsyMRP_-0w1wf6gP_gzxKtp70_UE6vvW1eWHuWdWCqqxlR_QC-roS1lklL4rpklTgExyo8GhPAkD4Gn-BE20f7rx9oYAFlqaYtraekgR3UdDMcuXAx8ZlQTeC2n9Ee6r9dGnjGvg4Jnid_rFaGi464XDl1T8oNLvUeMQ5IRcDgpu3DHIT2uUBv8_Qpy8AZKSN-DFVP38JBuGSOylsOeHIaBs-64yU9PhA4Zo-loyoRD0PreHVlDchS8265-H9_dGD2_EOBDrZQm5cOYBttwIfN98Dx-FQlg-SnPFgYUvaSOhV7ki6rj_eLuomY9povcTA5kvP-bkF-aW9dfvzlhhiX1qbtdEJRbee6rFmS2S_8qZI9cdEb66wauacOeRo3FTE1ktjMiUxR1MztmU64HDl-SlAciN_jHtU3bizCDZVw0Kf4CQEjdIk8lItFIIRNdCZ1PVxXU2NtjdUvRaNyHYLde9NhMQZUxZ4pmN_S4ZZaJ8KyelH5CcybYtgUSFAiFW2rNfb_oiDILrkWVZfQf0ZQ_dfA3xivsNLnt5LK8tCl_mXIDmeQ0-waJ8gtcDKdS2rPiAR5VcudyT7BdDzm0JB65a9hzA8kEjCfs9k1aCJ-LCbRKUbn9sxjTt4pi7KCMA8kAB2owtZe9IOZqZBMI1201GdARjUt36-lHh7wKUFzQSZTOW50O3j9bdaNlCVZ7khJ90_qtLo7VzM8i4eh4aXTgf-fhlcahwPEP_zt4Fos6kD8oXGBy4qhUsQ3tucJvqIFo9kCD-B84lNnTAWOYIotkKIU7eu7_L8rANF3xDZUj6uuMwLeiQnL_Ri_dWZdRRPC8ZFYBoXQpXcx_F3hxEiGp8IUtvHtqqNkEl_tFlcwQ7NYwVMhnOo=",
          "id": "rs_049e6b492e9f3d48016a10c63e6e408191902c4b1271be3b43",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Exploring terminal commands**\n\nIt seems the search didn’t find anything because the directories might be using underscores with lowercase letters. I might need a list or even a different search pattern like `*`. The terminal command didn’t show results perhaps due to a conflict with shell heredoc and standard input. Maybe using a temporary file or checking the `gog` help could help. I definitely need to figure out the correct syntax, so I'll look into `gog --help`."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 100, \"files\": [\"/home/agent/.hermes/scripts/__pycache__/qwen_readonly.cpython-311.pyc\", \"/home/agent/.hermes/scripts/qwen_readonly.py\", \"/home/agent/.hermes/scripts/morning_briefing.py\", \"/home/agent/.hermes/scripts/weekly_health_drive_backup.py\", \"/home/agent/.hermes/scripts/yazio_sync.py\", \"/home/agent/.hermes/scripts/apple_health_daily_sync.py\", \"/home/agent/.hermes/scripts/health_weekly_report.py\", \"/home/agent/.hermes/scripts/health_daily_sync.py\", \"/home/agent/.hermes/scripts/yazio_gesundheitsdaten_sync.py\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-40_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-36_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-36_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/outro.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/outro.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/bonus.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/bonus.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_sol.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_sol.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_prob.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_prob.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_sol.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_sol.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_prob.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_prob.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_sol.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_sol.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_prob.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_prob.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_sol.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_sol.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_prob.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_prob.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_2.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_2.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_1.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_1.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_0.vtt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_0.mp3\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/outro.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/bonus.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_sol.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_3_prob.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_sol.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_2_prob.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_sol.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_1_prob.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_sol.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/tip_0_prob.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_2.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_1.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/assets/intro_0.jpg\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_22-55_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_22-50_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_22-50_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_09-22_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_09-18_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_09-18_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-07_07-54_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-07_07-51_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-07_07-51_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-47_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-43_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-43_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-37_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/2026-04-06_23-37_60s_subtitledTEMP_MPY_wvf_snd.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-32_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-20_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/2026-04-06_23-20_60s_subtitledTEMP_MPY_wvf_snd.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-17_60s_hybrid_tiktok.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-06_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/2026-04-06_23-06_60s_subtitledTEMP_MPY_wvf_snd.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_23-03_60s_hybrid_tiktok.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_18-08_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_18-05_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_18-05_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_13-31_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_13-27_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_13-27_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_12-58_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_12-54_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_12-54_60s_hybrid_fehler.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-52_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-49_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-49_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-09_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-05_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_10-05_60s_hybrid_tiktok.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-50_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-46_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-46_60s_hybrid_tiktok.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-24_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-20_60s_desc.txt\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-20_60s_hybrid_tiktok.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-07_60s_subtitled.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/2026-04-06_09-07_60s_subtitledTEMP_MPY_wvf_snd.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_09-03_60s_hybrid.mp4\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/scripts/__pycache__/brain.cpython-312.pyc\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/scripts/main.py\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/scripts/brain.py\", \"/home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-06_00-38_60s_subtitled.mp4\"]}",
      "tool_call_id": "call_uoEQCzJMp9fqdVHNQxdr0oY9"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Usage: gog <command> [flags]\\nBuild: v0.13.0 (5cd913e)\\n\\nGoogle CLI for\\nGmail/Calendar/Chat/Classroom/Drive/Contacts/Tasks/Sheets/Docs/Slides/People/Forms/App\\nScript/Ads/Groups/Admin/Keep\\n\\nConfig:\\n\\n    file: /home/agent/.config/gogcli/config.json\\n    keyring backend: file (source: config)\\n\\nFlags:\\n  -h, --help                   Show context-sensitive help.\\n      --color=\\\"auto\\\"           Color output: auto|always|never\\n  -a, --account=STRING         Account email for API commands\\n                               (gmail/calendar/chat/classroom/drive/docs/slides/contacts/tasks/people/sheets/forms/appscript/ads)\\n      --client=\\\"\\\"              OAuth client name (selects stored credentials +\\n                               token bucket)\\n      --access-token=STRING    Use provided access token directly (bypasses\\n                               stored refresh tokens; token expires in ~1h)\\n                               ($GOG_ACCESS_TOKEN)\\n      --enable-commands=\\\"\\\"     Comma-separated list of enabled commands;\\n                               dot paths allowed (restricts CLI)\\n      --disable-commands=\\\"\\\"    Comma-separated list of disabled commands;\\n                               dot paths allowed\\n      --gmail-no-send          Block Gmail send operations (agent safety)\\n  -j, --json                   Output JSON to stdout (best for scripting)\\n  -p, --plain                  Output stable, parseable text to stdout (TSV;\\n                               no colors)\\n      --results-only           In JSON mode, emit only the primary result (drops\\n                               envelope fields like nextPageToken)\\n      --select=STRING          In JSON mode, select comma-separated fields\\n                               (best-effort; supports dot paths). Desire path:\\n                               use --fields for most commands.\\n  -n, --dry-run                Do not make changes; print intended actions and\\n                               exit successfully\\n  -y, --force                  Skip confirmations for destructive commands\\n      --no-input               Never prompt; fail instead (useful for CI)\\n  -v, --verbose                Enable verbose logging\\n      --version                Print version and exit\\n\\nCommands:\\n  send [flags]\\n    Send an email (alias for 'gmail send')\\n\\n  ls (list) [flags]\\n    List Drive files (alias for 'drive ls')\\n\\n  search (find) <query> ... [flags]\\n    Search Drive files (alias for 'drive search')\\n\\n  open (browse) <target> [flags]\\n    Print a best-effort web URL for a Google URL/ID (offline)\\n\\n  download (dl) <fileId> [flags]\\n    Download a Drive file (alias for 'drive download')\\n\\n  upload (up,put) <localPath> [flags]\\n    Upload a file to Drive (alias for 'drive upload')\\n\\n  login <email> [flags]\\n    Authorize and store a refresh token (alias for 'auth add')\\n\\n  logout <email> [flags]\\n    Remove a stored refresh token (alias for 'auth remove')\\n\\n  status (st) [flags]\\n    Show auth/config status (alias for 'auth status')\\n\\n  me [flags]\\n    Show your profile (alias for 'people me')\\n\\n  whoami (who-am-i) [flags]\\n    Show your profile (alias for 'people me')\\n\\n  auth <command> [flags]\\n    Auth and credentials\\n\\n  groups (group) <command> [flags]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_X6F6JRorr9qJtvRlHRkMHN9e"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xrYMblY0K82lhjVPS3lP4CV8",
          "call_id": "call_xrYMblY0K82lhjVPS3lP4CV8",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6460684819193b396c57c0f9f47",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"GOG_KEYRING_PASSWORD='LammBitch30' gog drive search --help | head -120\",\"timeout\":30}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZGYHXh_PHc29IcPV625B7cFcTMBz3sJ44LUNdAQVT3o2IKABN8rv7vgjNOrTwKAD05vfxoKtebtXnCIoCQjIZQ944MOYujnSwjwd35NyVdmvsSv4U7ZsYFxLGjy4PWuLUnRq4gnRvupzSOKeJgk6fCmOYEnp9BAdyGoUveIygaZ4ap9cuv0dKzPahzCCLcL7ubjHV3DWpPmdwGQTbRoXjoNf_7pWA1owyfvcxktA1mR-kPizemUC1tLvdqnFBbemXlQx72lKEZ_C-wIC7d0aUJsbSwA8zd6_sIZWMLAyWF8Zg7ahGWUZ7oqXyznOpZFhCLTr3Et9XYh8jhXw_u9ALlG0gyAG4jUdqGxGqjLOcFtqQf5AbKiGkj1Vo38y9udT_TNNvjw_oFbyNVvojxJ-fVwBNw3BEXSQoLOrpVIqrHIb2_2jjw8lLG2kM6xRHbIiC0VuiUUN5J_h_MK4sQQI7sFrzDnpTsjZvif-9QHuKBpsehMn--utFbi_h_xoIb5Nnt0ly4v61h8KU3rmIGKDze3netP3x870Q2IKm6UXUFlLSBQEHAWFW6r-rJURSw5SntB_8I4j1dS55UGHrftJCxcQgqRUCbMb4DLF9metsUg5ep2NMEdgwscqTBB1tw2OMjjems7cyW9BlWLgUW-qvIFqVS6dcGTD4ou6vUjwarDENV1gsfXIPzmPM8Wa--AeCutImFPWq7YvgqjR8fmfTCoPXVDYLbAteAmG30x7Vr-HACAIl5696Hj7jcy8ui4h7LE7WvjJr2_tzz5G8Bd9rX0haPEEK4zgzV3utxuoRZLZdogP_u9ulqO3KZLWUXaZ-lYb8NVgqbPJ22RYra5O2o_exFK2SPFDaJ-fInQIxClK1jM6NELr9BKOb5RrOsWwPzX4ucM6DqZuo-bsf3wo1a-BSchX7ssBGaz448NrKSz0eDuUWVQmFfygXzSiUAZ6l4x1wnaeWgkV5xA2sYTi7d1Q==",
          "id": "rs_049e6b492e9f3d48016a10c64535708191a9bbfe89e3d5eb84",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Usage: gog drive (drv) search <query> ... [flags]\\nBuild: v0.13.0 (5cd913e)\\n\\nFull-text search across Drive\\n\\nArguments:\\n  <query> ...    Search query\\n\\nFlags:\\n  -h, --help                   Show context-sensitive help.\\n      --color=\\\"auto\\\"           Color output: auto|always|never\\n  -a, --account=STRING         Account email for API commands\\n                               (gmail/calendar/chat/classroom/drive/docs/slides/contacts/tasks/people/sheets/forms/appscript/ads)\\n      --client=\\\"\\\"              OAuth client name (selects stored credentials +\\n                               token bucket)\\n      --access-token=STRING    Use provided access token directly (bypasses\\n                               stored refresh tokens; token expires in ~1h)\\n                               ($GOG_ACCESS_TOKEN)\\n      --enable-commands=\\\"\\\"     Comma-separated list of enabled commands;\\n                               dot paths allowed (restricts CLI)\\n      --disable-commands=\\\"\\\"    Comma-separated list of disabled commands;\\n                               dot paths allowed\\n      --gmail-no-send          Block Gmail send operations (agent safety)\\n  -j, --json                   Output JSON to stdout (best for scripting)\\n  -p, --plain                  Output stable, parseable text to stdout (TSV;\\n                               no colors)\\n      --results-only           In JSON mode, emit only the primary result (drops\\n                               envelope fields like nextPageToken)\\n      --select=STRING          In JSON mode, select comma-separated fields\\n                               (best-effort; supports dot paths). Desire path:\\n                               use --fields for most commands.\\n  -n, --dry-run                Do not make changes; print intended actions and\\n                               exit successfully\\n  -y, --force                  Skip confirmations for destructive commands\\n      --no-input               Never prompt; fail instead (useful for CI)\\n  -v, --verbose                Enable verbose logging\\n      --version                Print version and exit\\n\\n      --raw-query              Treat query as Drive query language (pass\\n                               through; may error if invalid)\\n      --max=20                 Max results\\n      --page=STRING            Page token\\n      --[no-]all-drives        Include shared drives (default: true; use\\n                               --no-all-drives for My Drive only)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_xrYMblY0K82lhjVPS3lP4CV8"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7ON0fadhjmcWbuvWhu8VaNe6",
          "call_id": "call_7ON0fadhjmcWbuvWhu8VaNe6",
          "response_item_id": "fc_049e6b492e9f3d48016a10c64851f0819196c50b2ed6fd0c91",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nmkdir -p /home/agent/.hermes/secrets\\nchmod 700 /home/agent/.hermes/secrets\\nGOG_KEYRING_PASSWORD='LammBitch30' gog -a friday.uplink@gmail.com --json --results-only drive search \\\"Github_AutoShortsBot_Token\\\" --max=10 > /tmp/autoshorts_drive_search.json\\npython3 - <<'PY'\\nimport json\\np='/tmp/autoshorts_drive_search.json'\\ns=open(p).read()\\ntry: data=json.loads(s)\\nexcept Exception as e:\\n print('parse_error', s[:300]); raise SystemExit(1)\\nitems=data if isinstance(data,list) else data.get('files') or data.get('items') or []\\nprint('matches', len(items))\\nfor i,x in enumerate(items[:10],1):\\n print(i, x.get('id','')[:12], x.get('name'), x.get('mimeType'))\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"matches 1\\n1 1-jV6PeZ7Rgy Github_AutoShortsBot_Token application/vnd.google-apps.spreadsheet\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_7ON0fadhjmcWbuvWhu8VaNe6"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_8naQYNIcgDigb9lYHZYRzMjH",
          "call_id": "call_8naQYNIcgDigb9lYHZYRzMjH",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6503d2c8191a2a5d5da3361b62c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"GOG_KEYRING_PASSWORD='LammBitch30' gog drive download --help | head -120\",\"timeout\":30}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering file formats**\n\nI'm working with a spreadsheet, and I think I might need to download or export it, perhaps as a CSV file. It seems like I could use Google Drive to help with that, which should make the process a bit smoother. I'll double-check the export options to make sure I'm selecting the right format to suit my needs. That way, I'll be able to access and use the data effectively!",
      "reasoning_content": "**Considering file formats**\n\nI'm working with a spreadsheet, and I think I might need to download or export it, perhaps as a CSV file. It seems like I could use Google Drive to help with that, which should make the process a bit smoother. I'll double-check the export options to make sure I'm selecting the right format to suit my needs. That way, I'll be able to access and use the data effectively!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZQk3488A1hM0iis-sTp3beroZiU0k4j6p6FaD2UOGXu8g7c4ocOXEz6kYZvZgnH1_HNzDeQFKVief-44fSRGINAvXIObOpxpaNoYrs0ecDpp8PhWvgxZIBmBh2K5PaxStOdVi3GRTYGIXwgJtiKLLL9_BmMgq81Sf96Tyofk7hMdqLTAqnxIpjbIA-jZ5ntGIAD0zsFRmxoux6Tavnu8-mdWaDuotIFyBpHYcb8HDzwbvhQazsel4U8TxU1lHmtANL59GQiWBmhwOClQWvdP-eu2hsQdpqCHLfUuwmr2rLWDAcJod_dWilUiVBV9bZHdfZeuN1l5IvaXo_7145P_54YA_2EpTBlakSKu0eAjuVNm5KnoEP56BGQA4av1ZFSM5TXYfn60rwjqURdGLOdm9rlrHE4ZlL6y2PSZ4Xf7oKpE1lg8s9cxp8xWkzeReZkCUG4xg37ouzZBbDg6EfO7IEOqvrNINBYUO2wZJv7TS0jjdCU7XaoF3kNoh3V3D_4iDoguIRtShVLHD7RKl3WMg5_JwZ3_kNB4gsN1p5FmExr-hkhXn5UCPy8eKzT_JUWPHpYQUQ_9l8G8304v7LDHcxGROvjjZzsyET8HAwJ3fzhGMjRGkHWCVZk4HgqN9rbc_u7HYMVCgUwWy3kdrhIWjtmkfGVDaeA0cClwA4golZ7TRA95jKasKI4wPL0EC--EwOD_JzNQ9QoPGjQndt_n1uuGqu9LxL9t48oxIteO-NaM57Ng1ZDQolSIVDimR5XGpE4OyQ_mLJGUjp7OnJ_7zVIYkJu98K690zHJNtt9EYt3TEdd77zbc2iH2EOPMxndwO7GPJ68fhYbG3P5164WA31Wk9p_L4W-GW5g6kgA_dwpK5u6iqc0ZgJXxRDt165BmwahVgLOQ5gSfVlWhN12u0taxMMo-STj_Iilz-XoJQAYKl14d_TsZToBQHSq9fFveYfGehxHR5otRjlVpLcEbFnw_7mzoFokS0RTlNy7SAbkGX1TLi18k1QVvBN8QSFGDd",
          "id": "rs_049e6b492e9f3d48016a10c64ecf1c8191be6324c723da5afd",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering file formats**\n\nI'm working with a spreadsheet, and I think I might need to download or export it, perhaps as a CSV file. It seems like I could use Google Drive to help with that, which should make the process a bit smoother. I'll double-check the export options to make sure I'm selecting the right format to suit my needs. That way, I'll be able to access and use the data effectively!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Usage: gog drive (drv) download <fileId> [flags]\\nBuild: v0.13.0 (5cd913e)\\n\\nDownload a file (exports Google Docs formats)\\n\\nArguments:\\n  <fileId>    File ID\\n\\nFlags:\\n  -h, --help                   Show context-sensitive help.\\n      --color=\\\"auto\\\"           Color output: auto|always|never\\n  -a, --account=STRING         Account email for API commands\\n                               (gmail/calendar/chat/classroom/drive/docs/slides/contacts/tasks/people/sheets/forms/appscript/ads)\\n      --client=\\\"\\\"              OAuth client name (selects stored credentials +\\n                               token bucket)\\n      --access-token=STRING    Use provided access token directly (bypasses\\n                               stored refresh tokens; token expires in ~1h)\\n                               ($GOG_ACCESS_TOKEN)\\n      --enable-commands=\\\"\\\"     Comma-separated list of enabled commands;\\n                               dot paths allowed (restricts CLI)\\n      --disable-commands=\\\"\\\"    Comma-separated list of disabled commands;\\n                               dot paths allowed\\n      --gmail-no-send          Block Gmail send operations (agent safety)\\n  -j, --json                   Output JSON to stdout (best for scripting)\\n  -p, --plain                  Output stable, parseable text to stdout (TSV;\\n                               no colors)\\n      --results-only           In JSON mode, emit only the primary result (drops\\n                               envelope fields like nextPageToken)\\n      --select=STRING          In JSON mode, select comma-separated fields\\n                               (best-effort; supports dot paths). Desire path:\\n                               use --fields for most commands.\\n  -n, --dry-run                Do not make changes; print intended actions and\\n                               exit successfully\\n  -y, --force                  Skip confirmations for destructive commands\\n      --no-input               Never prompt; fail instead (useful for CI)\\n  -v, --verbose                Enable verbose logging\\n      --version                Print version and exit\\n\\n      --out=STRING             Output file path (default: gogcli config dir)\\n      --format=STRING          Export format for Google Docs files:\\n                               pdf|csv|xlsx|pptx|txt|png|docx|md (default:\\n                               inferred)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_8naQYNIcgDigb9lYHZYRzMjH"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_avHyYZ0GNsAdyKs0M0TdJdzF",
          "call_id": "call_avHyYZ0GNsAdyKs0M0TdJdzF",
          "response_item_id": "fc_049e6b492e9f3d48016a10c653bde881918dae01f065e1ddc5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nSEARCH=/tmp/autoshorts_drive_search.json\\nFILE_ID=$(python3 - <<'PY'\\nimport json\\nitems=json.load(open('/tmp/autoshorts_drive_search.json'))\\nif isinstance(items,dict): items=items.get('files') or items.get('items') or []\\nprint(items[0]['id'])\\nPY\\n)\\nTMP=/tmp/Github_AutoShortsBot_Token.csv\\nGOG_KEYRING_PASSWORD='LammBitch30' gog -a friday.uplink@gmail.com drive download \\\"$FILE_ID\\\" --format=csv --out=\\\"$TMP\\\" --json >/tmp/autoshorts_download.json\\npython3 - <<'PY'\\nimport os,re,stat,sys\\nsrc='/tmp/Github_AutoShortsBot_Token.csv'\\ndst='/home/agent/.hermes/secrets/github_autoshortsbot_token'\\ntext=open(src,'r',encoding='utf-8',errors='ignore').read()\\n# Recognize classic and fine-grained GitHub tokens; keep broad enough for generated token strings in CSV cells.\\npatterns=[r'github_pat_[A-Za-z0-9_]{40,}', r'ghp_[A-Za-z0-9]{30,}', r'gho_[A-Za-z0-9]{30,}', r'ghu_[A-Za-z0-9]{30,}', r'ghs_[A-Za-z0-9]{30,}', r'ghr_[A-Za-z0-9]{30,}']\\nfound=[]\\nfor pat in patterns:\\n    found += re.findall(pat, text)\\nif not found:\\n    # fallback: first non-empty CSV-ish cell that looks token-length, but don't print it\\n    cells=re.split(r'[\\\\s,;\\\"\\\\']+', text)\\n    found=[c for c in cells if len(c)>30 and ('github' in c.lower() or c.startswith(('gh','github_pat_')))]\\nif not found:\\n    print('TOKEN_NOT_FOUND_IN_DOWNLOADED_FILE')\\n    raise SystemExit(2)\\ntoken=found[0].strip()\\nos.makedirs(os.path.dirname(dst), exist_ok=True)\\nfd=os.open(dst, os.O_WRONLY|os.O_CREAT|os.O_TRUNC, 0o600)\\nwith os.fdopen(fd,'w') as f:\\n    f.write(token+'\\\\n')\\nos.chmod(dst,0o600)\\n# shred temp-ish source by truncating and removing\\nopen(src,'w').close(); os.remove(src)\\nprint('TOKEN_STORED', dst, 'chars', len(token), 'prefix', token[:10]+'…')\\nPY\\nrm -f /tmp/autoshorts_download.json /tmp/autoshorts_drive_search.json\",\"timeout\":120}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZeUzT4AUxyfT8sri5aqD5T-psR-kyNptSJ75c5bzq63ok1lk1Os582V_es5bb8nGoMm_QJ_6-UM_3UIb7yF_zhqjte9IDAWmtD18r2P-YKAiH-0zqrcjdU-pGgWg5Homcmjoy7if0eVXmGruQeqLBNAEvh0konEVgMsq1xRFrYCU9MnQ0gwumal-FGqkuGVZSbT3X-Ubz3Mo4_wDG2gcZ7JkwqTPf58ESfcrW3P5oTU40AligktMwjirAiVcqSq9UnTwMPJc2rW8gaDRsk2cuVevoyOISuFmN7yeSLp4a3h5kiaKC4RzZ4T5lGsotWneh01oSPeo1OWTnaZh-eYA8KXGxBFManCisrp0BSIpkpUplA9oD9E0umJywUGES2GuEc43SvjYWkLNvdOaQMsp5f6gcDUc9lPNFTW4TOcbv_XRET9LvEstnQVHUw25GNB2Ljkq_uxfnvGuSq1oByFf4-X8F2NWEwK79t88qdJddYYz-cbGDRQXLs-Y-7KtgWN6lbQ5HvGPZW9VpMRmNMz-uUse4XUMqG8OiyZrYTBwlQJUiYuiZKs0JBMfvwx8gnWH9xPX9R11eyK_cIKLHjvxD_L1QTK9ZL7lyaaKjcfghUKs0eQHEzSfQSjdUKwrLBI2WLwu-BSAtSgAFFedCHsfQ1PjN5pgP8m7l26cVCIsS0ofCxuC0801uv2JQlPyqENll8kc4HLa80GqvV9mOPcw1mqJPMXZXm3huNGxvXofdKbhWvaDxm8JanTf4BydlS0qsm5jvmFeNO_jbHrly4OmGk-eE_WZXmdj_9MECG4SQAX7PdMORE5MXiE5xdEQp_j2Yj5-8B3jMqhGb6kPijF4hmwTHW9fkX9MoBLIoQy3zZ8CjUFxn4mAphvEU4vRyWaJaG-yUCwKY6z4-rZpWk7GcikdYpmF88O4ckcQnI-3hYIwtKT_MXnBDfcGSn4b9AOEThp6dVw67pGhjvfznUmuMtZkblbzx5C7HacOqgjcp_Hc9C7GqyMwujHRDqsN2ptXj2JVzsrvJXUvOwf2IbAXqhMqRzkQmnqG1-LOwmfR-x4Na-r1u7kaZnT8hQ6rVHJuvjcvXqHj5VRfEXflpQrTeh7Qun7DsJ12bH2QOMbQBTRfxJcSN047JqnlvT3ZzawZzP1wURCDW4tK7z-_b5bgf9pvHZAvi_oXjmtH-Y8zCQl0gvU1BmieNjDYKPHectNYpf",
          "id": "rs_049e6b492e9f3d48016a10c6526878819186e3c7b4a47e0d5a",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"TOKEN_STORED /home/agent/.hermes/secrets/github_autoshortsbot_token chars 93 prefix github_pat…\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_avHyYZ0GNsAdyKs0M0TdJdzF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_twjRYWCVzCzVwNQrM3tukDDU",
          "call_id": "call_twjRYWCVzCzVwNQrM3tukDDU",
          "response_item_id": "fc_049e6b492e9f3d48016a10c66bace881918952bad923006cf1",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":100,\"path\":\"/home/agent/.hermes/scripts/Auto_Video_Bot\",\"pattern\":\"*\",\"target\":\"files\"}"
          }
        },
        {
          "id": "call_2hMavw6CLFF1qkwZtX7tj6nk",
          "call_id": "call_2hMavw6CLFF1qkwZtX7tj6nk",
          "response_item_id": "fc_049e6b492e9f3d48016a10c66bacfc81918c6caa88aacfebe7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token); export GITHUB_TOKEN; python3 - <<'PY'\\nimport os, urllib.request, json\\nreq=urllib.request.Request('https://api.github.com/repos/Gamexgit/AutoShortsBot', headers={'Authorization':'Bearer '+os.environ['GITHUB_TOKEN'], 'Accept':'application/vnd.github+json'})\\ntry:\\n    with urllib.request.urlopen(req, timeout=20) as r:\\n        data=json.load(r)\\n    print('repo_access_ok', data.get('full_name'), 'default_branch', data.get('default_branch'), 'private', data.get('private'))\\nexcept Exception as e:\\n    print('repo_access_failed', type(e).__name__, str(e)[:160])\\nPY\",\"timeout\":60}"
          }
        },
        {
          "id": "call_Tw35rYRCBPDjRsFT251ghvms",
          "call_id": "call_Tw35rYRCBPDjRsFT251ghvms",
          "response_item_id": "fc_049e6b492e9f3d48016a10c66bad0481919e05de2a7782a654",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport os\\nfor root in ['/home/agent/.hermes/scripts/Auto_Shorts_Bot','/home/agent/.hermes/scripts/Auto_Video_Bot']:\\n print('\\\\nROOT',root)\\n for dirpath, dirnames, filenames in os.walk(root):\\n   # prune heavy dirs\\n   dirnames[:] = [d for d in dirnames if d not in {'__pycache__','.git','venv','.venv','output','assets'}]\\n   rel=os.path.relpath(dirpath, root)\\n   depth=0 if rel=='.' else rel.count(os.sep)+1\\n   if depth>2: continue\\n   for f in filenames:\\n     if f.lower().endswith(('.py','.md','.txt','.json','.yaml','.yml','.toml','.sh','.env')):\\n       p=os.path.join(dirpath,f)\\n       try: size=os.path.getsize(p)\\n       except: size=0\\n       print(os.path.relpath(p,root), size)\\nPY\",\"timeout\":30}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Testing token access**\n\nI'm considering testing the token repository access but want to ensure I don't output the token itself. I can use an environment file from a location like gh/curl for the test, and I also need to inspect the scripts. Additionally, I should make a list of key files in the Auto_Video_Bot. This way, I can keep everything organized and focused without revealing sensitive information. It’s all about being careful and thorough!",
      "reasoning_content": "**Testing token access**\n\nI'm considering testing the token repository access but want to ensure I don't output the token itself. I can use an environment file from a location like gh/curl for the test, and I also need to inspect the scripts. Additionally, I should make a list of key files in the Auto_Video_Bot. This way, I can keep everything organized and focused without revealing sensitive information. It’s all about being careful and thorough!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZrdQygjfuHM8Zt83NdZGr_k_DCF4YzStw_BqNvpDr34KgxFN71jrvkOg1oSLZRHveRJqwgKfqGE87-_27KQnArf2-fuz4UcP4moPkV3CssUCAfxQ_ZsU0Izusxc7UXtc_q6k-QNz9SnZHjqS5ZeIZwMZEuDO1as45BmzIEjn-_UAOmMbtUQ3G5ksjApvhgRyteXWLtdX4-rtJjt2JKUIH8YwFue3ob26I-zuy2Z1KyvOnmBkQQnb8zsaKki3R5N8ca3gzMySvysr4wLPcxtIaeIppeJ78keuFI9KUvOf9lvoUqwx5B-xd7SY2SRNDq1YXdUnsnIsf2GjUuB_TBidC7Dn0-WC3WpGOCrhfX2YGd7jPu843kQ9WChz-TZDq30O2YrSk9KDoSkSzn6o7WyWAwBgarYBxIHjwwpokVvmmhVX0qltd4N9O_tSqHpHBpAl166bn8jEv8oWHlA-RArtmnaT8cbi6f9G9653dZkV7iObNtmJyW6ST4YG7C0fhcddkYP2JXvXpIAXF3AqDa_H6ul_h8yTIoixrhwa5nGnRogdXjMM4Xz5wxWMezR9_MQCRFJB1RIQrrQbSl84I4pQ9w9SB7Cf0ITSyAgb89sBrp4uahqN_s9Ga_Ev4BWldXZIMRaU6l0ywxh2lU4tHqZwYz3U6zHpjWkuYwBbwdoQbVcNSBKzns_N1lO62Lt-LbqaO9gQEvepaSMeRYd8yIoYmahTDr9YEP9YLkhKeOyKBPB6nseUMrnYHM81nT4Vrn2rdedmSPJ18w0Wni16F0MRurnNsPSSy-9h_EQ7UwNloBVhDMLn1ciJBDjczhZ4F7-agv9Q4FcEKOTH8SzpJh2rYy2HQZ35bONaZQKJzkZ1Pl8QkQs1YFX6kNau2sdLD3OWQZXiD0K3kYsEWytbcGaLeuuFFTEgJAfT67jHFA7n0c1yaoEups9rOfbTMf7hKqaBi5dBep10w7ehzfIRz3ATiJTc0Qpx4Rdjs2zvDo9GOdGNOFwmYrwXKod9e2Zgc5FtwLEP3o5Yb8dRVtxQqyunl8dePrTZ5X_VG4de1gD7GedX_4qBdbj26VncTyp7AnuXVS7lHT-ylkzKWzoMJ1snEnJg==",
          "id": "rs_049e6b492e9f3d48016a10c661c458819194d1e56a09d8a88d",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Testing token access**\n\nI'm considering testing the token repository access but want to ensure I don't output the token itself. I can use an environment file from a location like gh/curl for the test, and I also need to inspect the scripts. Additionally, I should make a list of key files in the Auto_Video_Bot. This way, I can keep everything organized and focused without revealing sensitive information. It’s all about being careful and thorough!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 4, \"files\": [\"/home/agent/.hermes/scripts/Auto_Video_Bot/llm_analyzer.py\", \"/home/agent/.hermes/scripts/Auto_Video_Bot/video_editor.py\", \"/home/agent/.hermes/scripts/Auto_Video_Bot/main.py\", \"/home/agent/.hermes/scripts/Auto_Video_Bot/video_manager.py\"]}",
      "tool_call_id": "call_twjRYWCVzCzVwNQrM3tukDDU"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"repo_access_ok Gamexgit/AutoShortsBot default_branch main private True\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_2hMavw6CLFF1qkwZtX7tj6nk"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"ROOT /home/agent/.hermes/scripts/Auto_Shorts_Bot\\ntest_voice.py 2651\\ncontent_strategy.json 1920\\nrun_venv.sh 112\\n.env 288\\nrequirements.txt 31\\ntopic_history.json 128\\npython-clients/README.md 9425\\npython-clients/Acknowledgments.txt 35040\\npython-clients/SECURITY.md 1704\\npython-clients/setup.py 6031\\npython-clients/requirements.txt 65\\npython-clients/scripts/__init__.py 129\\nscripts/generate_images.py 2333\\nscripts/render.py 2089\\nscripts/main.py 14950\\nscripts/brain.py 5522\\n\\nROOT /home/agent/.hermes/scripts/Auto_Video_Bot\\nmain.py 1878\\nvideo_manager.py 744\\nllm_analyzer.py 2695\\nvideo_editor.py 3360\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_Tw35rYRCBPDjRsFT251ghvms"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_tsz4HXgIQj0Oi16A8inIVwgw",
          "call_id": "call_tsz4HXgIQj0Oi16A8inIVwgw",
          "response_item_id": "fc_049e6b492e9f3d48016a10c673e73c8191b5eb8967cda6cd9a",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/scripts/Auto_Shorts_Bot/scripts/main.py\",\"limit\":500}"
          }
        },
        {
          "id": "call_jH7bbnDgNUmnqIIOY3y57u6x",
          "call_id": "call_jH7bbnDgNUmnqIIOY3y57u6x",
          "response_item_id": "fc_049e6b492e9f3d48016a10c673e7548191a3580f455351a501",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/scripts/Auto_Shorts_Bot/scripts/brain.py\",\"limit\":500}"
          }
        },
        {
          "id": "call_jHaRBHpnepuLHaO2mNGrlqo3",
          "call_id": "call_jHaRBHpnepuLHaO2mNGrlqo3",
          "response_item_id": "fc_049e6b492e9f3d48016a10c673e75c81918986f65c89f3082f",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/scripts/Auto_Shorts_Bot/content_strategy.json\",\"limit\":200}"
          }
        },
        {
          "id": "call_pLInyB4psA6xN7VaUPmrVQOI",
          "call_id": "call_pLInyB4psA6xN7VaUPmrVQOI",
          "response_item_id": "fc_049e6b492e9f3d48016a10c673e764819183d50eeafa6c9495",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/scripts/Auto_Video_Bot/main.py\",\"limit\":300}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMZzMspFjitz64GK0jkrI5J_o_Gw8NBM0E7c1mvFJsMhlFRywV_yNctN4937KY2Kq7ez0_fIAJhjyuVNpNCH43zJKM-f3lieiCDz7PHx3NbZeE-0zPMMtZinZIxaKcGqd1qMsQ6hJA4lukxRopTL2PO48z9CM8gXalXj5Px4p6-sMvQReZ_UdJ2dAFxzxh9KwZ3l4SUezdTx0iuRRcTSimmeY7WtrR-xfOu-mX9j056rj-jXniKGK_fyETL5V8CtQy1gJJCm5bZeuIGoQ_QNHZ3bm_UGACCHOkxbGvAPP1SVtTSD7SaNcATJqbc9RUjaYNGHNJ-Mk2OagZZtxPaT1els0KGR5RlnHyBLvrW6g-vXzuXiISNl2AwTC9RRflVouLW7pUAdgi5muDS5JeQgNselK5m0gzZ4pS4sykS4p678Ozi4CMOGEHvnmLYtb9kmuUPJB-l-mJWfJ3W_A-JVVtA81R3EIZtCak3ocip1mdciyajiKRt8GWc2QOFYdV3JuaTWWQdYthZpj-qK1XKsQ1IcJQgGkA83Jf6u51QKPui0X0Cu_mkxXoFXMQmv_61yVYobXFRKvoQqcFadOUGqFBPQWdon2qbaoIP9a_VOQyoflp2GrTjhRzu0g7sMDvPi4ym9szTvRyAp1tXKMXM4F9EIWG2FTbE4ClacVTZnuPtsUBmMzUFaO9brDe-wHoKoTCiMCy5Y04HK4e1ko-X2jNu_Jok4-3EiK4huteXZNpXNOruA4igyYvJgpnJibgVR63tdb9yrC1ejl0bqLPg-GCvtT_FrWP0MQ14dX4SC-hfYPSCMUHt79-HxI1LW0rWfdx_48YQ04foqFex3uIdEpiSDItn_uLbr6qug4U9zyeN_AouwLtnWXYzxyWM0WicsGQeDpROj_pAX-hhTgOUt3BA1ASU4flKNmHuYsBNTJR7KWrsDsFcu302jtzZuxHYvmOPWbO6yYbBH6RdKeZK6AzTnYA==",
          "id": "rs_049e6b492e9f3d48016a10c6709d308191a1c41258f2c7efb2",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import os\\n     2|import sys\\n     3|import requests\\n     4|import base64\\n     5|import random\\n     6|import time\\n     7|import json\\n     8|import asyncio\\n     9|from brain import get_creative_idea\\n    10|from dotenv import load_dotenv\\n    11|import edge_tts\\n    12|import yt_dlp\\n    13|from moviepy.editor import ImageClip, TextClip, ColorClip, CompositeVideoClip, concatenate_videoclips, AudioFileClip, CompositeAudioClip\\n    14|import moviepy.audio.fx.all as afx\\n    15|from datetime import datetime\\n    16|import PIL.Image\\n    17|\\n    18|if not hasattr(PIL.Image, 'ANTIALIAS'):\\n    19|    PIL.Image.ANTIALIAS = PIL.Image.Resampling.LANCZOS\\n    20|\\n    21|load_dotenv()\\n    22|NVIDIA_API_KEY = os.getenv(\\\"NVIDIA_API_KEY\\\")\\n    23|VOICE = \\\"en-US-SteffanNeural\\\"\\n    24|FONT_NAME = \\\"Ubuntu-Bold\\\"\\n    25|\\n    26|def load_config():\\n    27|    try:\\n    28|        with open('content_strategy.json', 'r', encoding='utf-8') as f: return json.load(f)\\n    29|    except: return None\\n    30|\\n    31|def generate_image(prompt, filename):\\n    32|    url = \\\"https://ai.api.nvidia.com/v1/genai/black-forest-labs/flux.1-dev\\\"\\n    33|    headers = {\\\"Authorization\\\": f\\\"Bearer {NVIDIA_API_KEY}\\\", \\\"Accept\\\": \\\"application/json\\\", \\\"Content-Type\\\": \\\"application/json\\\"}\\n    34|    \\n    35|    current_prompt = str(prompt)[:500] \\n    36|    attempts = 0\\n    37|    \\n    38|    while attempts < 3:\\n    39|        # Exakt die von NVIDIA erlaubten Auflösungs-Werte für perfektes Hochformat.\\n    40|        payload = {\\n    41|            \\\"prompt\\\": current_prompt,\\n    42|            \\\"mode\\\": \\\"base\\\",\\n    43|            \\\"cfg_scale\\\": 3.5,\\n    44|            \\\"width\\\": 768,\\n    45|            \\\"height\\\": 1344,\\n    46|            \\\"seed\\\": random.randint(1, 100000),\\n    47|            \\\"steps\\\": 50\\n    48|        }\\n    49|        \\n    50|        try:\\n    51|            print(f\\\"🎨 Generating image (Flux 1 Dev): {filename}...\\\")\\n    52|            response = requests.post(url, headers=headers, json=payload, timeout=120) \\n    53|            \\n    54|            if response.status_code != 200:\\n    55|                print(f\\\"⚠️ API Info: {response.text}\\\")\\n    56|                response.raise_for_status()\\n    57|                \\n    58|            data = response.json()\\n    59|            image_b64 = data.get(\\\"image\\\") or (data[\\\"artifacts\\\"][0].get(\\\"base64\\\") if \\\"artifacts\\\" in data else None)\\n    60|            \\n    61|            if not image_b64: raise Exception(\\\"Empty image data\\\")\\n    62|                \\n    63|            filepath = os.path.join(\\\"assets\\\", filename)\\n    64|            with open(filepath, \\\"wb\\\") as f: f.write(base64.b64decode(image_b64))\\n    65|            return filepath\\n    66|            \\n    67|        except Exception as e:\\n    68|            print(f\\\"⚠️ Prompt blockiert oder Fehler. Nutze Fallback-Finanz-Setting...\\\")\\n    69|            current_prompt = \\\"A majestic, cinematic close-up of abstract golden graphs rising upwards, minimalist modern office bokeh background, extremely soft studio lighting, photorealistic, 8k, vertical\\\"\\n    70|            attempts += 1\\n    71|            time.sleep(3)\\n    72|            \\n    73|    raise Exception(f\\\"Image generation failed completely for {filename}\\\")\\n    74|\\n    75|ROYALTY_FREE_TRACKS = {\\n    76|    \\\"calm\\\": [\\\"ytsearch1:royalty free calm relaxing space ambient music 3 minutes\\\"],\\n    77|    \\\"mysterious\\\": [\\\"ytsearch1:royalty free dark ambient background music 3 minutes\\\"],\\n    78|    \\\"lofi background\\\": [\\\"ytsearch1:royalty free lofi chill beats background music 3 minutes\\\"],\\n    79|    \\\"ambient\\\": [\\\"ytsearch1:royalty free ambient healing background music 3 minutes\\\"]\\n    80|}\\n    81|\\n    82|def format_vtt_time(seconds):\\n    83|    h = int(seconds // 3600); m = int((seconds % 3600) // 60); s = int(seconds % 60); ms = int((seconds % 1) * 1000)\\n    84|    return f\\\"{h:02d}:{m:02d}:{s:02d}.{ms:03d}\\\"\\n    85|\\n    86|async def generate_tts_file(text, filename, max_retries=3):\\n    87|    communicate = edge_tts.Communicate(text, VOICE)\\n    88|    filepath = os.path.join(\\\"assets\\\", filename)\\n    89|    vtt_path = filepath.replace(\\\".mp3\\\", \\\".vtt\\\")\\n    90|    for attempt in range(max_retries):\\n    91|        try:\\n    92|            print(f\\\"🎙️ Generating TTS: {filename}...\\\")\\n    93|            vtt_lines = [\\\"WEBVTT\\\\n\\\\n\\\"]\\n    94|            with open(filepath, \\\"wb\\\") as file:\\n    95|                async for chunk in communicate.stream():\\n    96|                    if chunk[\\\"type\\\"] == \\\"audio\\\": file.write(chunk[\\\"data\\\"])\\n    97|                    elif chunk[\\\"type\\\"] == \\\"WordBoundary\\\":\\n    98|                        start_sec = chunk[\\\"offset\\\"] / 10000000.0\\n    99|                        end_sec = (chunk[\\\"offset\\\"] + chunk[\\\"duration\\\"]) / 10000000.0\\n   100|                        vtt_lines.append(f\\\"{format_vtt_time(start_sec)} --> {format_vtt_time(end_sec)}\\\\n{chunk['text']}\\\\n\\\\n\\\")\\n   101|            with open(vtt_path, \\\"w\\\", encoding=\\\"utf-8\\\") as vtt_file: vtt_file.writelines(vtt_lines)\\n   102|            return filepath\\n   103|        except Exception as e:\\n   104|            print(f\\\"⚠️ Microsoft Server überlastet (Versuch {attempt+1}/{max_retries}). Warte 3 Sekunden...\\\")\\n   105|            await asyncio.sleep(3)\\n   106|    raise Exception(f\\\"TTS generation failed for {filename}\\\")\\n   107|\\n   108|def get_real_audio_track(genre_suggestion):\\n   109|    genre = genre_suggestion.strip().lower()\\n   110|    if genre not in ROYALTY_FREE_TRACKS: genre = \\\"calm\\\"\\n   111|    music_folder = os.path.join(\\\"music\\\", genre)\\n   112|    if not os.path.exists(music_folder): os.makedirs(music_folder)\\n   113|    tracks = [f for f in os.listdir(music_folder) if f.endswith(\\\".mp3\\\")]\\n   114|    if tracks: return os.path.join(music_folder, random.choice(tracks))\\n   115|    search_query = random.choice(ROYALTY_FREE_TRACKS[genre])\\n   116|    base_output_path = os.path.join(music_folder, f\\\"track_{int(time.time())}\\\")\\n   117|    ydl_opts = {'format': 'bestaudio/best', 'postprocessors': [{'key': 'FFmpegExtractAudio','preferredcodec': 'mp3','preferredquality': '192'}], 'outtmpl': base_output_path, 'quiet': True, 'no_warnings': True}\\n   118|    try:\\n   119|        with yt_dlp.YoutubeDL(ydl_opts) as ydl: ydl.download([search_query])\\n   120|        return base_output_path + \\\".mp3\\\"\\n   121|    except: return None\\n   122|\\n   123|def parse_and_group_vtt(vtt_path, text_content, audio_duration, max_words=3):\\n   124|    def time_to_sec(t): h, m, s = t.split(':'); return int(h)*3600 + int(m)*60 + float(s)\\n   125|    subs = []\\n   126|    if os.path.exists(vtt_path):\\n   127|        with open(vtt_path, 'r', encoding='utf-8') as f: lines = f.readlines()\\n   128|        i = 0\\n   129|        while i < len(lines):\\n   130|            if '-->' in lines[i]:\\n   131|                s, e = lines[i].strip().split(' --> ')\\n   132|                text = \\\"\\\"; j = i + 1\\n   133|                while j < len(lines) and lines[j].strip() != \\\"\\\" and '-->' not in lines[j]: text += lines[j].strip() + \\\" \\\"; j += 1\\n   134|                if text.strip():\\n   135|                    try: subs.append({'start': time_to_sec(s), 'end': time_to_sec(e), 'text': text.strip()})\\n   136|                    except: pass\\n   137|                i = j\\n   138|            else: i += 1\\n   139|    chunks = []; current = []\\n   140|    for sub in subs:\\n   141|        current.append(sub)\\n   142|        if len(current) == max_words or sub['text'].endswith(('.', ',', '!', '?')):\\n   143|            chunks.append({'start': current[0]['start'], 'end': current[-1]['end'], 'text': ' '.join([x['text'] for x in current])})\\n   144|            current = []\\n   145|    if current: chunks.append({'start': current[0]['start'], 'end': current[-1]['end'], 'text': ' '.join([x['text'] for x in current])})\\n   146|    return chunks\\n   147|\\n   148|def render_final_video(idea, bgm_path, with_subs=False):\\n   149|    timestamp = datetime.now().strftime(\\\"%Y-%m-%d_%H-%M\\\")\\n   150|    suffix = \\\"subtitled\\\" if with_subs else \\\"hybrid\\\"\\n   151|    final_filename = f\\\"{timestamp}_60s_{suffix}.mp4\\\"\\n   152|    output_path = os.path.join(\\\"output\\\", final_filename)\\n   153|    print(f\\\"\\\\n🎬 Rendering 60s+ Video ({suffix}): {final_filename}...\\\")\\n   154|    \\n   155|    FADE_DURATION = 0.4; bg_width = 768; bg_height = 1365\\n   156|    processed_clips = []; voiceover_clips = []; current_time_offset = 0\\n   157|\\n   158|    def create_audio_slide(img_path, voice_path, text_content, is_checklist=False, checklist_text=\\\"\\\", needs_flash=False, zoom_in=True):\\n   159|        voice_clip = AudioFileClip(voice_path)\\n   160|        duration = voice_clip.duration + 0.3\\n   161|        img_clip = ImageClip(img_path).resize((bg_width, bg_height)).set_duration(duration)\\n   162|        if zoom_in: img_clip = img_clip.resize(lambda t: 1.0 + 0.06 * t / duration)\\n   163|        else: img_clip = img_clip.resize(lambda t: 1.06 - 0.06 * t / duration)\\n   164|        \\n   165|        text_clips = []\\n   166|        if is_checklist:\\n   167|            # FIX: Fügt ein semi-transparentes schwarzes Overlay hinter den Checklisten-Text ein (25 % Transparenz = 75 % Deckkraft)\\n   168|            real_checklist_text = checklist_text.replace('\\\\\\\\n', '\\\\n')\\n   169|            \\n   170|            # Die Text-Ebene (weiß)\\n   171|            check_txt = TextClip(real_checklist_text, fontsize=36, color='white', font=FONT_NAME, method='caption', size=(int(bg_width*0.88), None), align='center').set_duration(duration)\\n   172|            \\n   173|            # Die semi-transparente schwarze Fläche hinter dem Text\\n   174|            dark_bg_area = ColorClip(size=(int(bg_width * 0.95), int(check_txt.h * 1.1)), color=(0,0,0)).set_opacity(0.75).set_duration(duration)\\n   175|            \\n   176|            # Fügt alles zusammen: Bild -> Fläche -> Text\\n   177|            # Positioniert die Fläche und den Text zentriert\\n   178|            final_slide_composite = CompositeVideoClip([\\n   179|                img_clip,\\n   180|                dark_bg_area.set_position('center'),\\n   181|                check_txt.set_position('center')\\n   182|            ]).set_duration(duration)\\n   183|            \\n   184|            return final_slide_composite, voice_clip, duration\\n   185|            \\n   186|        elif with_subs and text_content:\\n   187|            vtt_path = voice_path.replace(\\\".mp3\\\", \\\".vtt\\\")\\n   188|            chunks = parse_and_group_vtt(vtt_path, text_content, voice_clip.duration, max_words=3)\\n   189|            y_pos = int(bg_height * 0.65)\\n   190|            for chunk in chunks:\\n   191|                txt = TextClip(chunk['text'].upper(), fontsize=100, color='yellow', font=FONT_NAME, stroke_color='black', stroke_width=3, method='caption', size=(int(bg_width*0.9), None), align='center').set_duration(chunk['end'] - chunk['start'] + 0.1)\\n   192|                text_clips.append(txt.set_position(('center', y_pos)).set_start(chunk['start']))\\n   193|                \\n   194|        main_clip = CompositeVideoClip([img_clip] + text_clips).set_duration(duration)\\n   195|        if needs_flash:\\n   196|            flash = ColorClip(size=(bg_width, bg_height), color=(255,255,255)).set_duration(0.15).set_opacity(0.7).set_start(0)\\n   197|            main_clip = CompositeVideoClip([main_clip, flash]).set_duration(duration)\\n   198|        return main_clip, voice_clip, duration\\n   199|\\n   200|    for i, scene in enumerate(idea[\\\"intro_scenes\\\"]):\\n   201|        slide, intro_v, dur = create_audio_slide(os.path.join(\\\"assets\\\", f\\\"intro_{i}.jpg\\\"), os.path.join(\\\"assets\\\", f\\\"intro_{i}.mp3\\\"), scene[\\\"text\\\"], zoom_in=True)\\n   202|        processed_clips.append(slide); voiceover_clips.append(intro_v.set_start(current_time_offset)); current_time_offset += dur\\n   203|    for i, tip in enumerate(idea[\\\"tips\\\"]):\\n   204|        prob_slide, prob_v, dur = create_audio_slide(os.path.join(\\\"assets\\\", f\\\"tip_{i}_prob.jpg\\\"), os.path.join(\\\"assets\\\", f\\\"tip_{i}_prob.mp3\\\"), tip[\\\"prob_text\\\"], zoom_in=False)\\n   205|        processed_clips.append(prob_slide.crossfadein(FADE_DURATION)); voiceover_clips.append(prob_v.set_start(current_time_offset - FADE_DURATION/2)); current_time_offset += dur - FADE_DURATION\\n   206|        sol_slide, sol_v, dur = create_audio_slide(os.path.join(\\\"assets\\\", f\\\"tip_{i}_sol.jpg\\\"), os.path.join(\\\"assets\\\", f\\\"tip_{i}_sol.mp3\\\"), tip[\\\"sol_text\\\"], zoom_in=True, needs_flash=True)\\n   207|        processed_clips.append(sol_slide.crossfadein(FADE_DURATION)); voiceover_clips.append(sol_v.set_start(current_time_offset - FADE_DURATION/2)); current_time_offset += dur - FADE_DURATION\\n   208|    add_slide, add_v, dur = create_audio_slide(os.path.join(\\\"assets\\\", \\\"bonus.jpg\\\"), os.path.join(\\\"assets\\\", \\\"bonus.mp3\\\"), idea[\\\"bonus_text\\\"], zoom_in=False)\\n   209|    processed_clips.append(add_slide.crossfadein(FADE_DURATION)); voiceover_clips.append(add_v.set_start(current_time_offset - FADE_DURATION/2)); current_time_offset += dur - FADE_DURATION\\n   210|    out_slide, out_v, dur = create_audio_slide(os.path.join(\\\"assets\\\", \\\"outro.jpg\\\"), os.path.join(\\\"assets\\\", \\\"outro.mp3\\\"), idea[\\\"outro_text\\\"], is_checklist=True, checklist_text=idea[\\\"checklist_text\\\"], zoom_in=True)\\n   211|    processed_clips.append(out_slide.crossfadein(FADE_DURATION)); voiceover_clips.append(out_v.set_start(current_time_offset - FADE_DURATION/2))\\n   212|    \\n   213|    final_video = concatenate_videoclips(processed_clips, method=\\\"compose\\\", padding=-FADE_DURATION).set_audio(CompositeAudioClip(voiceover_clips))\\n   214|    if bgm_path and os.path.exists(bgm_path): final_video = final_video.set_audio(CompositeAudioClip([final_video.audio, AudioFileClip(bgm_path).volumex(0.07).fx(afx.audio_loop, duration=final_video.duration)]))\\n   215|    \\n   216|    final_video.write_videofile(output_path, fps=24, codec=\\\"libx264\\\", audio_codec=\\\"aac\\\")\\n   217|    return final_filename\\n   218|\\n   219|async def main():\\n   220|    if not os.path.exists(\\\"assets\\\"): os.makedirs(\\\"assets\\\")\\n   221|    if not os.path.exists(\\\"output\\\"): os.makedirs(\\\"output\\\")\\n   222|    for f in os.listdir(\\\"assets\\\"):\\n   223|        if f.endswith((\\\".jpg\\\", \\\".png\\\", \\\".mp3\\\", \\\".wav\\\", \\\".vtt\\\")): os.remove(os.path.join(\\\"assets\\\", f))\\n   224|    \\n   225|    filter_kw, individual_data, regie_data = None, None, None\\n   226|    if len(sys.argv) > 1:\\n   227|        arg = sys.argv[1].lower()\\n   228|        if arg == \\\"-regie\\\":\\n   229|            print(\\\"\\\\n🎬 REGIE-MODUS!\\\\nKopiere Skript, tippe END auf neue Zeile & Enter.\\\\n\\\")\\n   230|            lines = []\\n   231|            while True:\\n   232|                line = input()\\n   233|                if line.strip() == \\\"END\\\": break\\n   234|                lines.append(line)\\n   235|            regie_data = \\\"\\\\n\\\".join(lines)\\n   236|        elif arg == \\\"-individual\\\":\\n   237|            print(\\\"\\\\n🪄 INDIVIDUAL MODE!\\\")\\n   238|            individual_data = {\\\"main_topic\\\": input(\\\"👉 Thema: \\\"), \\\"sub1\\\": input(\\\"👉 Szene 1: \\\"), \\\"sub2\\\": input(\\\"👉 Szene 2: \\\"), \\\"sub3\\\": input(\\\"👉 Szene 3: \\\"), \\\"sub4\\\": input(\\\"👉 Szene 4: \\\")}\\n   239|        else: filter_kw = arg\\n   240|    \\n   241|    time.sleep(2) \\n   242|    idea = get_creative_idea(filter_kw=filter_kw, individual_data=individual_data, regie_data=regie_data)\\n   243|    if not idea: return\\n   244|    try:\\n   245|        for i, scene in enumerate(idea[\\\"intro_scenes\\\"]): generate_image(scene[\\\"image\\\"], f\\\"intro_{i}.jpg\\\")\\n   246|        for i, tip in enumerate(idea[\\\"tips\\\"]): generate_image(tip[\\\"prob_image\\\"], f\\\"tip_{i}_prob.jpg\\\"); generate_image(tip[\\\"sol_image\\\"], f\\\"tip_{i}_sol.jpg\\\")\\n   247|        generate_image(idea[\\\"bonus_image\\\"], \\\"bonus.jpg\\\"); generate_image(idea[\\\"outro_image\\\"], \\\"outro.jpg\\\")\\n   248|    except Exception as e: print(f\\\"❌ Image Error: {e}\\\"); return\\n   249|    for i, scene in enumerate(idea[\\\"intro_scenes\\\"]): await generate_tts_file(scene[\\\"text\\\"], f\\\"intro_{i}.mp3\\\"); await asyncio.sleep(0.5)\\n   250|    for i, tip in enumerate(idea[\\\"tips\\\"]): await generate_tts_file(tip[\\\"prob_text\\\"], f\\\"tip_{i}_prob.mp3\\\"); await asyncio.sleep(0.5); await generate_tts_file(tip[\\\"sol_text\\\"], f\\\"tip_{i}_sol.mp3\\\"); await asyncio.sleep(0.5)\\n   251|    await generate_tts_file(idea[\\\"bonus_text\\\"], \\\"bonus.mp3\\\"); await generate_tts_file(idea[\\\"outro_text\\\"], \\\"outro.mp3\\\")\\n   252|    bgm_path = get_real_audio_track(idea.get(\\\"music_genre\\\", \\\"calm\\\"))\\n   253|    hybrid_name = render_final_video(idea, bgm_path, with_subs=False)\\n   254|    subbed_name = render_final_video(idea, bgm_path, with_subs=True)\\n   255|    txt_path = os.path.join(\\\"output\\\", hybrid_name.replace(\\\"_hybrid.mp4\\\", \\\"_desc.txt\\\"))\\n   256|    with open(txt_path, \\\"w\\\", encoding=\\\"utf-8\\\") as f: f.write(f\\\"TITLE: {idea.get('topic_title', '')}\\\\n\\\\nDESCRIPTION:\\\\n{idea.get('detailed_description', '')}\\\\n\\\\nCAPTION:\\\\n{idea.get('social_caption', '')}\\\\n\\\\nTAGS:\\\\n{idea.get('hashtags', '')}\\\")\\n   257|    print(\\\"\\\\n✅ ULTRA-DYNAMIC 60s+ RENDER ERFOLGREICH!\\\")\\n   258|\\n   259|if __name__ == '__main__': asyncio.run(main())\\n   260|\", \"total_lines\": 259, \"file_size\": 14950, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_tsz4HXgIQj0Oi16A8inIVwgw"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import os\\n     2|import json\\n     3|import random\\n     4|from openai import OpenAI\\n     5|from dotenv import load_dotenv\\n     6|\\n     7|load_dotenv()\\n     8|API_KEY = os.getenv(\\\"LLM_API_KEY\\\") or os.getenv(\\\"NVIDIA_API_KEY\\\")\\n     9|\\n    10|def load_strategy():\\n    11|    try:\\n    12|        with open('content_strategy.json', 'r', encoding='utf-8') as f: return json.load(f)\\n    13|    except: return None\\n    14|\\n    15|def get_next_topic(strategy, filter_kw=None):\\n    16|    if filter_kw:\\n    17|        keyword = filter_kw.replace(\\\"-\\\", \\\"\\\").lower()\\n    18|        matches = [t for t in strategy[\\\"topics\\\"] if t.lower().startswith(keyword)]\\n    19|        if not matches: matches = [t for t in strategy[\\\"topics\\\"] if keyword in t.lower()]\\n    20|        if matches: return random.choice(matches)\\n    21|\\n    22|    history_file = 'topic_history.json'\\n    23|    history = []\\n    24|    if os.path.exists(history_file):\\n    25|        try:\\n    26|            with open(history_file, 'r') as f: history = json.load(f)\\n    27|        except: pass\\n    28|        \\n    29|    available_topics = [t for t in strategy[\\\"topics\\\"] if t not in history]\\n    30|    if not available_topics: available_topics = strategy[\\\"topics\\\"]; history = []\\n    31|        \\n    32|    selected_topic = random.choice(available_topics)\\n    33|    history.append(selected_topic)\\n    34|    if len(history) > 10: history.pop(0)\\n    35|    with open(history_file, 'w') as f: json.dump(history, f)\\n    36|    return selected_topic\\n    37|\\n    38|def get_creative_idea(filter_kw=None, individual_data=None, regie_data=None):\\n    39|    strategy = load_strategy()\\n    40|    if not strategy: return None\\n    41|        \\n    42|    if regie_data:\\n    43|        selected_topic = \\\"Custom Regie Script\\\"\\n    44|        print(f\\\"🧠 REGIE MODE: Analysiere dein Skript und konvertiere es ins 60s+ Format...\\\")\\n    45|        scene_instructions = f\\\"\\\"\\\"\\n    46|CRITICAL INSTRUCTION: The user provided a raw director's script (Visuals & Audio) below.\\n    47|RAW SCRIPT:\\n    48|---\\n    49|{regie_data}\\n    50|---\\n    51|Your job: Translate this EXACTLY into our required JSON structure. Split intro into 3 scenes, format 4 tips (Prob/Sol), bonus, outro. INVENT remaining tips if fewer than 4 are provided. Keep their visual descriptions as base, but strip all text.\\n    52|\\\"\\\"\\\"\\n    53|    elif individual_data:\\n    54|        selected_topic = individual_data[\\\"main_topic\\\"]\\n    55|        scene_instructions = f\\\"- Tip 1: {individual_data['sub1']}\\\\n- Tip 2: {individual_data['sub2']}\\\\n- Tip 3: {individual_data['sub3']}\\\\n- Tip 4: {individual_data['sub4']}\\\"\\n    56|    else:\\n    57|        selected_topic = get_next_topic(strategy, filter_kw)\\n    58|        scene_instructions = \\\"\\\"\\n    59|\\n    60|    client = OpenAI(base_url=\\\"https://integrate.api.nvidia.com/v1\\\", api_key=API_KEY)\\n    61|    \\n    62|    user_prompt = f\\\"\\\"\\\"\\n    63|    Generate a highly engaging video script (>60 seconds) in fluent ENGLISH for the topic: \\\"{selected_topic}\\\".\\n    64|\\n    65|    CRITICAL RULES:\\n    66|    1. Intro: 3 story scenes (approx 12 words each). Scene 3 ends with a question.\\n    67|    2. Structure: 4 Tips (Problem + Solution).\\n    68|    3. Pacing: Use natural transitions (\\\"What helps is...\\\", \\\"Instead...\\\").\\n    69|    4. Outro Checklist: detailed, use '\\\\\\\\n' for breaks, end with CTA to read description.\\n    70|    5. IMAGE SAFETY & TEXT RULE: For all image prompts, generate STRICTLY PROFESSIONAL, SAFE-FOR-WORK descriptions. Crucially: Do NOT include any typography, writing, letters, words, logos, or text overlays inside the images themselves. Ensure the Flux model generates pure visual scenery only. Keep prompts clean and cinematic. \\n    71|\\n    72|    {scene_instructions}\\n    73|\\n    74|    Return EXACTLY this JSON. No extra text, no markdown format:\\n    75|    {{\\n    76|      \\\"topic_title\\\": \\\"Short Title\\\",\\n    77|      \\\"music_genre\\\": \\\"mysterious\\\",\\n    78|      \\\"intro_scenes\\\": [\\n    79|        {{\\\"text\\\": \\\"Scene 1\\\", \\\"image\\\": \\\"Prompt 1\\\"}},\\n    80|        {{\\\"text\\\": \\\"Scene 2\\\", \\\"image\\\": \\\"Prompt 2\\\"}},\\n    81|        {{\\\"text\\\": \\\"Scene 3\\\", \\\"image\\\": \\\"Prompt 3\\\"}}\\n    82|      ],\\n    83|      \\\"tips\\\": [\\n    84|        {{\\n    85|          \\\"prob_text\\\": \\\"The Problem (approx 20 words).\\\",\\n    86|          \\\"prob_image\\\": \\\"Prompt 1\\\",\\n    87|          \\\"sol_text\\\": \\\"The Solution using a natural transition (approx 20 words).\\\",\\n    88|          \\\"sol_image\\\": \\\"Prompt 2\\\"\\n    89|        }}\\n    90|      ],\\n    91|      \\\"bonus_text\\\": \\\"Secret bonus/myth bust (approx 25 words).\\\",\\n    92|      \\\"bonus_image\\\": \\\"Prompt\\\",\\n    93|      \\\"outro_text\\\": \\\"Screenshot trap command.\\\",\\n    94|      \\\"outro_image\\\": \\\"Dark prompt\\\",\\n    95|      \\\"checklist_text\\\": \\\"1. Tip 1...\\\\\\\\n2. Tip 2...\\\\\\\\n\\\\\\\\n👉 Read description!\\\",\\n    96|      \\\"detailed_description\\\": \\\"A very detailed 150 word summary.\\\",\\n    97|      \\\"social_caption\\\": \\\"Short catchy hook\\\",\\n    98|      \\\"hashtags\\\": \\\"#tags\\\"\\n    99|    }}\\n   100|    \\\"\\\"\\\"\\n   101|\\n   102|    try:\\n   103|        print(\\\"🤔 Deepseek 3.2 denkt nach (Streaming aktiv) \\\", end=\\\"\\\", flush=True)\\n   104|        \\n   105|        completion = client.chat.completions.create(\\n   106|            model=\\\"deepseek-ai/deepseek-v3.2\\\",\\n   107|            messages=[{\\\"role\\\": \\\"system\\\", \\\"content\\\": strategy['system_role']}, {\\\"role\\\": \\\"user\\\", \\\"content\\\": user_prompt}],\\n   108|            temperature=0.7,\\n   109|            max_tokens=8192,\\n   110|            extra_body={\\\"chat_template_kwargs\\\": {\\\"thinking\\\": True}},\\n   111|            stream=True\\n   112|        )\\n   113|\\n   114|        final_content = \\\"\\\"\\n   115|        for chunk in completion:\\n   116|            if not getattr(chunk, \\\"choices\\\", None): continue\\n   117|            content = chunk.choices[0].delta.content\\n   118|            if content is not None: final_content += content\\n   119|\\n   120|        print(\\\"\\\\n✅ JSON Stream komplett!\\\")\\n   121|\\n   122|        bt = chr(96) + chr(96) + chr(96)\\n   123|        clean_content = final_content.strip()\\n   124|        if clean_content.startswith(bt + \\\"json\\\"): clean_content = clean_content[7:]\\n   125|        elif clean_content.startswith(bt): clean_content = clean_content[3:]\\n   126|        if clean_content.endswith(bt): clean_content = clean_content[:-3]\\n   127|            \\n   128|        return json.loads(clean_content.strip())\\n   129|\\n   130|    except Exception as e:\\n   131|        print(f\\\"\\\\n❌ Error during LLM Stream: {e}\\\")\\n   132|        return None\\n   133|\\n   134|if __name__ == \\\"__main__\\\":\\n   135|    pass\\n   136|\", \"total_lines\": 135, \"file_size\": 5522, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_jH7bbnDgNUmnqIIOY3y57u6x"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|{\\n     2|  \\\"LLM_MODEL\\\": 3,\\n     3|  \\\"IMAGE_MODEL\\\": 2,\\n     4|  \\\"system_role\\\": \\\"Act as a highly practical, empathetic, and inspiring Life-Optimization Coach. Your goal is to provide genuine value, solve real everyday problems, and inspire viewers. Focus purely on highly accessible, realistic, and scientifically proven advice. No bizarre edge-cases.\\\",\\n     5|  \\\"rules\\\": {\\n     6|    \\\"hook\\\": \\\"0-3s: Address a very real, relatable everyday struggle clearly and empathetically.\\\",\\n     7|    \\\"value\\\": \\\"Deliver 4 highly practical, realistic, and easily accessible everyday tips. Think of normal grocery stores and normal daily routines.\\\",\\n     8|    \\\"cta\\\": \\\"Ask a warm, engaging question inviting viewers to share their own positive experiences.\\\",\\n     9|    \\\"perfect_loop\\\": \\\"Ensure the end of the CTA flows grammatically perfectly into the Hook.\\\",\\n    10|    \\\"visuals\\\": \\\"Photorealistic, calming, or highly relatable everyday scenes. Use keywords: masterpiece, realistic, cinematic soft lighting, 8k resolution, documentary style.\\\"\\n    11|  },\\n    12|  \\\"no_go_list\\\": \\\"NO clickbait. NO bizarre or unrealistic advice (e.g. no camel milk). Keep it grounded in reality and genuinely helpful for normal people.\\\",\\n    13|  \\\"music_genres\\\": [\\\"calm\\\", \\\"mysterious\\\", \\\"lofi background\\\", \\\"ambient\\\"],\\n    14|  \\\"topics\\\": [\\n    15|    \\\"Health: Dietary hacks to reduce silent inflammation naturally with common supermarket foods\\\",\\n    16|    \\\"Gut: Strengthening the intestinal barrier with simple, accessible nutrition\\\",\\n    17|    \\\"Vascular: Everyday habits to support blood flow and lower cholesterol\\\",\\n    18|    \\\"Productivity: Gentle routines to overcome morning paralysis\\\",\\n    19|    \\\"Psychology: Stopping anxiety loops with simple grounding techniques\\\",\\n    20|    \\\"Nutrition: Swapping common inflammatory foods for highly accessible, healthy alternatives\\\",\\n    21|    \\\"Mental: Building resilience when dealing with chronic fatigue\\\",\\n    22|    \\\"Communication: How to de-escalate everyday arguments peacefully\\\",\\n    23|    \\\"Sleep: Science-backed routines for deep, restorative rest\\\"\\n    24|  ]\\n    25|}\\n    26|\", \"total_lines\": 25, \"file_size\": 1920, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_jHaRBHpnepuLHaO2mNGrlqo3"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import os\\n     2|from video_manager import transcribe_audio\\n     3|from llm_analyzer import analyze_transcript_with_deepseek\\n     4|from video_editor import create_clips\\n     5|\\n     6|def process_local_video(video_path):\\n     7|    print(f\\\"\\\\n{'='*50}\\\")\\n     8|    print(f\\\" STARTE VERARBEITUNG: {os.path.basename(video_path)}\\\")\\n     9|    print(f\\\"{'='*50}\\\")\\n    10|    \\n    11|    # 1. Transkription mit Whisper\\n    12|    print(\\\"\\\\n[Schritt 1] Generiere Transkript (Whisper)...\\\")\\n    13|    transcript = transcribe_audio(video_path)\\n    14|    \\n    15|    if not transcript:\\n    16|        print(\\\"\\\\n[Fehler] Transkription fehlgeschlagen. Abbruch.\\\")\\n    17|        return\\n    18|        \\n    19|    print(f\\\"\\\\n[Erfolg] Transkript generiert! (Länge: {len(transcript)} Zeichen)\\\")\\n    20|    \\n    21|    # 2. Analyse mit DeepSeek\\n    22|    print(\\\"\\\\n[Schritt 2] Analysiere virale Momente (DeepSeek 3.2 685B)...\\\")\\n    23|    llm_result = analyze_transcript_with_deepseek(transcript)\\n    24|    \\n    25|    if not llm_result:\\n    26|        print(\\\"\\\\n[Fehler] KI-Analyse lieferte kein Ergebnis. Abbruch.\\\")\\n    27|        return\\n    28|        \\n    29|    # 3. Videoschnitt mit MoviePy\\n    30|    print(\\\"\\\\n[Schritt 3] Schneide Video anhand der KI-Timecodes...\\\")\\n    31|    create_clips(video_path, llm_result)\\n    32|    \\n    33|    print(f\\\"\\\\n{'='*50}\\\")\\n    34|    print(\\\" VERARBEITUNG ABGESCHLOSSEN\\\")\\n    35|    print(f\\\"{'='*50}\\\\n\\\")\\n    36|\\n    37|if __name__ == \\\"__main__\\\":\\n    38|    input_folder = \\\"input_videos\\\"\\n    39|    \\n    40|    if not os.path.exists(input_folder):\\n    41|        os.makedirs(input_folder)\\n    42|        print(f\\\"\\\\nOrdner '{input_folder}' wurde erstellt!\\\")\\n    43|        print(f\\\"Bitte lege hier dein heruntergeladenes Vyro-MP4-Video ab und starte das Skript neu.\\\")\\n    44|    else:\\n    45|        videos = [f for f in os.listdir(input_folder) if f.endswith(\\\".mp4\\\")]\\n    46|        \\n    47|        if videos:\\n    48|            target_video = os.path.join(input_folder, videos[0])\\n    49|            process_local_video(target_video)\\n    50|        else:\\n    51|            print(f\\\"\\\\nKein Video gefunden!\\\")\\n    52|            print(f\\\"Bitte kopiere eine .mp4 Datei in den Ordner: '{os.path.abspath(input_folder)}'\\\")\\n    53|\", \"total_lines\": 52, \"file_size\": 1878, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_pLInyB4psA6xN7VaUPmrVQOI"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_jOyTdRb360BjZ6xLxY8LjrOV",
          "call_id": "call_jOyTdRb360BjZ6xLxY8LjrOV",
          "response_item_id": "fc_049e6b492e9f3d48016a10c67918f081919dd56462d0467f98",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":400,\"path\":\"/home/agent/.hermes/scripts/Auto_Video_Bot/llm_analyzer.py\"}"
          }
        },
        {
          "id": "call_BzbMZS9Es6DvCWjFlmWT7f0j",
          "call_id": "call_BzbMZS9Es6DvCWjFlmWT7f0j",
          "response_item_id": "fc_049e6b492e9f3d48016a10c679190c819195042b33017335e4",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":400,\"path\":\"/home/agent/.hermes/scripts/Auto_Video_Bot/video_editor.py\"}"
          }
        },
        {
          "id": "call_PATbHRcrtAg10rpcGpCAFFPx",
          "call_id": "call_PATbHRcrtAg10rpcGpCAFFPx",
          "response_item_id": "fc_049e6b492e9f3d48016a10c679191c8191b0f3d6aa147eb721",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":200,\"path\":\"/home/agent/.hermes/scripts/Auto_Video_Bot/video_manager.py\"}"
          }
        },
        {
          "id": "call_mkXWxfx7vVJgr9SRnqqZSRCi",
          "call_id": "call_mkXWxfx7vVJgr9SRnqqZSRCi",
          "response_item_id": "fc_049e6b492e9f3d48016a10c679192c8191967323390b8623d5",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":120,\"path\":\"/home/agent/.hermes/scripts/Auto_Shorts_Bot/requirements.txt\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import os\\n     2|from dotenv import load_dotenv\\n     3|from openai import OpenAI\\n     4|\\n     5|load_dotenv()\\n     6|\\n     7|def analyze_transcript_with_deepseek(transcript_text):\\n     8|    api_key = os.getenv(\\\"NVIDIA_API_KEY\\\")\\n     9|    if not api_key:\\n    10|        raise ValueError(\\\"NVIDIA_API_KEY wurde nicht in der .env Datei gefunden!\\\")\\n    11|\\n    12|    client = OpenAI(\\n    13|        base_url=\\\"https://integrate.api.nvidia.com/v1\\\",\\n    14|        api_key=api_key\\n    15|    )\\n    16|\\n    17|    # DER NEUE, STRIKTE PROMPT FÜR EXAKTE 50 SEKUNDEN GESAMTLÄNGE\\n    18|    system_prompt = (\\n    19|        \\\"Du bist ein viraler Social-Media-Experte. Analysiere das Video-Transkript. \\\"\\n    20|        \\\"Finde die 3 spannendsten Momente, die als EIN EINZIGES Best-of-Video zusammengeschnitten werden. \\\"\\n    21|        \\\"WICHTIGE REGEL: Die gesamte Compilation darf MAXIMAL 50 Sekunden lang sein! \\\"\\n    22|        \\\"Wähle also 3 kurze, extrem knackige Szenen, die JEDE für sich NUR 10 bis 15 Sekunden dauern. \\\"\\n    23|        \\\"Achte auf einen starken Hook ganz am Anfang. Gib mir nur die Start- und Endzeiten (Timecodes) \\\"\\n    24|        \\\"und eine kurze Begründung zurück.\\\"\\n    25|    )\\n    26|\\n    27|    print(\\\"Sende Transkript an DeepSeek 3.2 685B (Strikte 50-Sekunden-Regel aktiv)...\\\")\\n    28|    print(\\\"--- DeepSeek Antwort ---\\\")\\n    29|\\n    30|    try:\\n    31|        completion = client.chat.completions.create(\\n    32|            model=\\\"deepseek-ai/deepseek-v3.2\\\",\\n    33|            messages=[\\n    34|                {\\\"role\\\": \\\"system\\\", \\\"content\\\": system_prompt},\\n    35|                {\\\"role\\\": \\\"user\\\", \\\"content\\\": f\\\"Hier ist das Transkript:\\\\n\\\\n{transcript_text}\\\"}\\n    36|            ],\\n    37|            temperature=0.5, # Noch etwas kühler für striktere Befolgung der Zeiten\\n    38|            top_p=0.95,\\n    39|            max_tokens=2048,\\n    40|            extra_body={\\\"chat_template_kwargs\\\": {\\\"thinking\\\": True}},\\n    41|            stream=True\\n    42|        )\\n    43|\\n    44|        full_content = \\\"\\\"\\n    45|        \\n    46|        for chunk in completion:\\n    47|            if not getattr(chunk, \\\"choices\\\", None):\\n    48|                continue\\n    49|            \\n    50|            reasoning = getattr(chunk.choices[0].delta, \\\"reasoning_content\\\", None)\\n    51|            if reasoning:\\n    52|                print(f\\\"\\\\033[90m{reasoning}\\\\033[0m\\\", end=\\\"\\\", flush=True)\\n    53|                \\n    54|            if chunk.choices and chunk.choices[0].delta.content is not None:\\n    55|                content_chunk = chunk.choices[0].delta.content\\n    56|                full_content += content_chunk\\n    57|                print(content_chunk, end=\\\"\\\", flush=True)\\n    58|        \\n    59|        print(\\\"\\\\n\\\")\\n    60|        return full_content\\n    61|\\n    62|    except Exception as e:\\n    63|        print(f\\\"\\\\nFehler bei der API-Anfrage: {e}\\\")\\n    64|        return None\\n    65|\\n    66|if __name__ == \\\"__main__\\\":\\n    67|    test_transcript = \\\"Hallo Leute! Heute verschenke ich eine Insel! Aber zuerst müsst ihr diesen Knopf drücken. Das ist völlig verrückt...\\\"\\n    68|    ergebnis = analyze_transcript_with_deepseek(test_transcript)\\n    69|\", \"total_lines\": 68, \"file_size\": 2695, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_jOyTdRb360BjZ6xLxY8LjrOV"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import os\\n     2|import re\\n     3|from moviepy.editor import VideoFileClip, concatenate_videoclips\\n     4|\\n     5|def time_to_seconds(time_str):\\n     6|    \\\"\\\"\\\"Wandelt einen String wie '04:15' in Sekunden um.\\\"\\\"\\\"\\n     7|    parts = time_str.split(':')\\n     8|    if len(parts) == 2:\\n     9|        minutes, seconds = int(parts[0]), int(parts[1])\\n    10|        return minutes * 60 + seconds\\n    11|    elif len(parts) == 3:\\n    12|        hours, minutes, seconds = int(parts[0]), int(parts[1]), int(parts[2])\\n    13|        return hours * 3600 + minutes * 60 + seconds\\n    14|    return 0\\n    15|\\n    16|def extract_timestamps(llm_text):\\n    17|    \\\"\\\"\\\"Sucht im LLM-Text nach Mustern wie '00:00 - 00:10'.\\\"\\\"\\\"\\n    18|    pattern = r\\\"(\\\\d{1,2}:\\\\d{2}(?::\\\\d{2})?)\\\\s*-\\\\s*(\\\\d{1,2}:\\\\d{2}(?::\\\\d{2})?)\\\"\\n    19|    matches = re.findall(pattern, llm_text)\\n    20|    \\n    21|    timestamps = []\\n    22|    for match in matches:\\n    23|        start_sec = time_to_seconds(match[0])\\n    24|        end_sec = time_to_seconds(match[1])\\n    25|        timestamps.append((start_sec, end_sec))\\n    26|    \\n    27|    return timestamps\\n    28|\\n    29|def create_clips(video_path, llm_text, output_folder=\\\"output_videos\\\"):\\n    30|    if not os.path.exists(output_folder):\\n    31|        os.makedirs(output_folder)\\n    32|        \\n    33|    timestamps = extract_timestamps(llm_text)\\n    34|    \\n    35|    if not timestamps:\\n    36|        print(\\\"\\\\n[Fehler] Konnte keine Timecodes im Text der KI finden!\\\")\\n    37|        return\\n    38|        \\n    39|    print(f\\\"\\\\n[Info] {len(timestamps)} Szenen für das Best-of Video gefunden.\\\")\\n    40|    \\n    41|    try:\\n    42|        print(\\\"\\\\nLade Originalvideo in den Speicher...\\\")\\n    43|        master_clip = VideoFileClip(video_path)\\n    44|        w, h = master_clip.size\\n    45|        \\n    46|        target_ratio = 9 / 16\\n    47|        target_w = h * target_ratio\\n    48|        \\n    49|        clips_array = []\\n    50|        \\n    51|        for index, (start_t, end_t) in enumerate(timestamps):\\n    52|            print(f\\\">>> Verarbeite Szene {index + 1}: {start_t}s bis {end_t}s\\\")\\n    53|            \\n    54|            # 1. Ausschneiden und Format anpassen (Mitte des Bildes, 9:16)\\n    55|            subclip = master_clip.subclip(start_t, end_t).crop(x_center=w/2, y_center=h/2, width=target_w, height=h)\\n    56|            \\n    57|            # 2. Überblende (Crossfade) hinzufügen - außer beim allerersten Clip\\n    58|            if index > 0:\\n    59|                # 0.5 Sekunden weiche Überblende zum vorherigen Clip\\n    60|                subclip = subclip.crossfadein(0.5)\\n    61|                \\n    62|            clips_array.append(subclip)\\n    63|            \\n    64|        print(\\\"\\\\nSetze Szenen zusammen und rendere das finale Best-of Video...\\\")\\n    65|        # method=\\\"compose\\\" ist wichtig, damit die Überblendungen (Crossfades) funktionieren\\n    66|        # padding=-0.5 sorgt dafür, dass die Clips für die Überblende exakt eine halbe Sekunde überlappen\\n    67|        final_video = concatenate_videoclips(clips_array, padding=-0.5, method=\\\"compose\\\")\\n    68|        \\n    69|        final_clip_name = f\\\"{output_folder}/Best_Of_Short_Final.mp4\\\"\\n    70|        \\n    71|        # 3. Speichern\\n    72|        final_video.write_videofile(\\n    73|            final_clip_name, \\n    74|            codec=\\\"libx264\\\", \\n    75|            audio_codec=\\\"aac\\\", \\n    76|            fps=30,\\n    77|            preset=\\\"fast\\\",\\n    78|            threads=4, # Nutzt mehrere CPU-Kerne für schnelleres Rendern unter Linux\\n    79|            logger=\\\"bar\\\"\\n    80|        )\\n    81|        \\n    82|        # Speicher freigeben\\n    83|        master_clip.close()\\n    84|        final_video.close()\\n    85|        print(f\\\"\\\\n[Erfolg] Das Best-of Video wurde erfolgreich gespeichert: '{final_clip_name}'\\\")\\n    86|        \\n    87|    except Exception as e:\\n    88|        print(f\\\"\\\\n[Fehler] Beim Videoschnitt ist ein Problem aufgetreten: {e}\\\")\\n    89|\", \"total_lines\": 88, \"file_size\": 3360, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_BzbMZS9Es6DvCWjFlmWT7f0j"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|import whisper\\n     2|import warnings\\n     3|\\n     4|# Unterdrückt Warnungen von Whisper im Terminal\\n     5|warnings.filterwarnings(\\\"ignore\\\", message=\\\"FP16 is not supported on CPU; using FP32 instead\\\")\\n     6|\\n     7|def transcribe_audio(video_path):\\n     8|    print(\\\"\\\\nLade lokales Whisper-Modell ('base')...\\\")\\n     9|    # Das 'base' Modell ist ein guter Kompromiss aus Geschwindigkeit und Genauigkeit\\n    10|    model = whisper.load_model(\\\"base\\\")\\n    11|    \\n    12|    print(f\\\"Starte Transkription für: {video_path} (Das kann je nach Videolänge einen Moment dauern...)\\\")\\n    13|    try:\\n    14|        result = model.transcribe(video_path)\\n    15|        print(\\\"Transkription erfolgreich abgeschlossen!\\\")\\n    16|        return result[\\\"text\\\"]\\n    17|    except Exception as e:\\n    18|        print(f\\\"Fehler bei der Transkription: {e}\\\")\\n    19|        return None\\n    20|\", \"total_lines\": 19, \"file_size\": 744, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_PATbHRcrtAg10rpcGpCAFFPx"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|requests\\n     2|moviepy\\n     3|python-dotenv\\n     4|\", \"total_lines\": 3, \"file_size\": 31, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_mkXWxfx7vVJgr9SRnqqZSRCi"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GUgodOOAu6CzT6e5U4PJHPz0",
          "call_id": "call_GUgodOOAu6CzT6e5U4PJHPz0",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6836f448191b895b372ee8d8355",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nfrom pathlib import Path\\nfor p in sorted(Path('/home/agent/.hermes/scripts/Auto_Shorts_Bot/output').glob('*_desc.txt'))[-5:]:\\n    print('\\\\n---', p.name, '---')\\n    txt=p.read_text(encoding='utf-8', errors='ignore')\\n    print(txt[:1200])\\nPY\",\"timeout\":30}"
          }
        },
        {
          "id": "call_P6107UkQJ4caaKpQDUAl0YEj",
          "call_id": "call_P6107UkQJ4caaKpQDUAl0YEj",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6836f5c8191bd2c7d552f79ed1c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nfrom pathlib import Path\\nfor p in [Path('/home/agent/.hermes/scripts/Auto_Shorts_Bot/.env')]:\\n print('ENV_KEYS', p)\\n if p.exists():\\n  for line in p.read_text(errors='ignore').splitlines():\\n   if '=' in line and not line.strip().startswith('#'):\\n    print(line.split('=',1)[0]+'=<redacted>')\\nPY\",\"timeout\":30}"
          }
        },
        {
          "id": "call_60hvpTah8OGTW17VXlhC3Fjf",
          "call_id": "call_60hvpTah8OGTW17VXlhC3Fjf",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6836f64819184032608c66dee2a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"ffprobe -v error -select_streams v:0 -show_entries stream=width,height,r_frame_rate,duration -of default=nw=1 /home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-40_60s_subtitled.mp4 2>/dev/null || true\",\"timeout\":30}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMaD-Y-zQhEVq-VvEYGzcb2lE9_54mAoyzy6DuE92VvaD6D7kUz4UF4DOj0Dk_n4M6AXNbn09BFHxtrANIhXnNQuWZP0gHOVtt2nUWvBBxwZzGOprKDvZRA2Znau-_we-R1yktbIdGJtVkqMCNzCEIRw0EDdhey2Wn2FDVDKn6yfQpJnovVolmz1vnhjBukrCnFd6suOq0pTmPu9DEEF4i9jdX4kJgq4fdRQGd4CkHXgXIKUlfhqo5YYbpZ6qCXAoAUX284MBVWiKsI4vVc9nWdBQhmOGI6zF6vI2pSVI-anVKUkkL3JJEfbxYkQUKZoSXkgTVGd2pdYQQsa-chPpC_FXu3Hn77Ewyb_I1umi-nWoxNG_e2kPuftb3_h7tej9WU03zYGPOOIrP7r-r9bxpaZkZYngNq6nVLo5iC9jzGfbI5b1cYLdzREhMUtoeZsg5Z1185K2CtYxATRKHOJqmQVnlv41ztiXOT2lIgaQOGRTMdUyCFBHlzMaC35bSTxjYMl9f1k-l2mHpeqcDresWwez07Im3VRKvIzgCyMd_R9kqTYjA26eOtjL-ZlMZZjR-PwVot_gMO9gFT_t9YdaRCD3gu8ae5qfo9_DeOH7DBaqDFJA8VVSTlsIjSCf6uYvBMA-1naoLuO1EyoLZ-_ikRmBgTKK--AA3xxIpvTDlIhWWHAmHd-iKwwZrRL6N0HMDr1BoT1UvhlhdRBoeLkR40wehsIatqo_8jr58MLLVYZ0ahe6mgNaJzuJ7E66_SfUpcIWR2MUy6knn673fIKylOYlwlta9Q7HMasHiBYV3DtBEmFC1RwxG31N4zVz5lXgB2Tlq440mzGxujdRa40tsTSK6X2QU1Q3UaCpnDfgBw6fLTdZrxqQDb0tw3ihDvWnrkQZ29cSDQFLve_CoyMfyAELzwtGUj9dklzxJLLesICEhnEPnRUjKlQVgLzrvRqV-DA1DSae8pUS4wiuYOLogwr93KQQFdvdrd3nLlQKNQVlVSrqgBGux8tNVjqCvYewG8zBOwNKDmqQC4hfZCJuJGrTvXrV5rG1c-Rz8pOGnAWCwhKUVs8tO99AiF9QT0metVIKqLUm3p5IqKiUT3djuBAvGTSzpnYX-Oe_0Wx34mtSMbJ4L8uCteC-uLSShO_FF_WcJMULmQOwaSTuE1SbvzJUjdaQmdtFOsYJYi9buzO4aCKeuLdLztLEKJ8AmT5NDejpSm4ChCq4vTZr-olF6gqS5QT9PyiSppkQdLPFO835dWAfQfqC5vvBvd6Ry2TRK-UW8nrDX6YVbQBT5te2UaNxczo0UA7CWqZoi81w7mB_84dPxL1NbHJR510Z68rHPg9P4xhjXCNsXheo17S4cIJL4s9w57X8i2NK8-Olyh6KUqgf15Okdt-E7TeCmaZl-HNA_QHzI9eLkOSG1xhN-VaQGDcRnAq6PSgiFsem7VKVU1RkdCt0xrEu0tP_aVHq_91",
          "id": "rs_049e6b492e9f3d48016a10c67bab7c81918696274be592d6f8",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"--- 2026-04-06_23-43_60s_desc.txt ---\\nTITLE: The Great Digital Collapse\\n\\nDESCRIPTION:\\nThis video explores a hypothetical scenario where the global internet shuts down permanently, triggering immediate chaos. Through cinematic visuals, it depicts the collapse of supply chains, healthcare systems, and urban infrastructure, plunging society into a new dark age. The script offers four practical survival tips: preparing essential supplies, learning first aid, adopting alternative energy, and establishing offline communication. It debunks common myths about survival priorities and emphasizes community and skills over material wealth. The outro encourages viewer engagement by prompting them to reflect on their preparedness. Designed to be highly engaging and informative, this video provides realistic, science-backed advice for navigating a digital collapse, inspiring proactive steps for everyday resilience.\\n\\nCAPTION:\\nWhat if the internet vanished tomorrow? Discover how to survive the ultimate digital collapse.\\n\\nTAGS:\\n#survival #preparedness #digitalcollapse #internetshutdown #lifehacks\\n\\n--- 2026-04-07_07-51_60s_desc.txt ---\\nTITLE: If You Had One Day Left\\n\\nDESCRIPTION:\\nThis thought experiment isn't about fear; it's a lens for clarity. When we strip away the hypothetical crisis, the core lesson remains: we often waste our limited time on panic, distraction, and chasing uncontrollable outcomes. The script explores the psychological phases of a final day—panic, chaos, eerie acceptance—and translates them into four practical, accessible tips for everyday life. It argues that true optimization isn't about productivity hacks, but about consciously choosing presence, connection, and simplicity. By mentally facing an absolute deadline, we can identify what truly deserves our focus, energy, and love right now, breaking free from the trivial stresses that dominate our days.\\n\\nCAPTION:\\nIf you had 24 hours left, what would you do? The answer might change how you live today.\\n\\nTAGS:\\n#mindset #lifelessons #personaldevelopment #presence #intentionalliving\\n\\n--- 2026-04-08_09-18_60s_desc.txt ---\\nTITLE: Fix Morning Fatigue\\n\\nDESCRIPTION:\\nThis video offers a practical, science-backed protocol to combat morning fatigue by healing the gut barrier. Learn how inflammatory carbohydrates damage intestinal lining, how histamine triggers sustain inflammation, and how soluble fibers aid detoxification. We cover dietary shifts to pescatarian-style fats, histamine management with fresh foods, and cholesterol control with fibers. An added tip addresses stress reduction through mindfulness. With cinematic visuals, we guide you through each step, from problem identification to actionable solutions. The bonus section debunks common energy myths, emphasizing gut-friendly nutrition. Implement these changes to transform exhaustion into vitality, supported by a visual cheat sheet for easy reference. Start your journey to sustained energy today.\\n\\nCAPTION:\\nTired of waking up exhausted? Fix your gut barrier with these 3 steps and reclaim your energy!\\n\\nTAGS:\\n#guthealth #energy #morningfatigue #healthtips #wellness #biohacking\\n\\n--- 2026-04-08_22-50_60s_desc.txt ---\\nTITLE: Quit Doomscrolling & Reclaim Focus\\n\\nDESCRIPTION:\\nIn this video, I share my personal journey from being addicted to doomscrolling for hours daily to reclaiming my focus and mental clarity. I introduce a practical four-step system: first, using grayscale mode on your phone to reduce dopamine triggers; second, starting each day with an analog hour to avoid cortisol spikes; third, purging distracting apps to eliminate task paralysis; and fourth, implementing a digital curfew before bed for better sleep. Each step is backed by simple, actionable tips that anyone can apply. The video concludes with a bonus insight on the power of boredom and a downloadable cheat sheet to help you reset your digital habits and improve productivity.\\n\\nCAPTION:\\nTired of doomscrolling? Here's how I got my brain back with four simple steps.\\n\\nTAGS:\\n#digitaldetox #focus #productivity #mindfulness #selfimprovement\\n\\n--- 2026-04-08_23-36_60s_desc.txt ---\\nTITLE: How I Quit Doomscrolling\\n\\nDESCRIPTION:\\nIn this video, we explore a practical four-step system to quit doomscrolling and reclaim your mental clarity. Learn how grayscale mode neutralizes app addiction by removing dopamine-triggering colors. Discover the Analog Hour, a morning routine that prevents cortisol spikes and sets a calm tone for the day. Implement the 'Rotting' App Purge to eliminate task paralysis by hiding distracting apps. Add Scheduled Digital Breaks to enhance focus and reduce mental fatigue. We also bust the myth of multitasking, revealing how single-tasking improves productivity. This actionable protocol, backed by behavioral science, helps you break free from digital overload, reduce anxiety, and restore balance to your daily life. Follow along to transform your relationship with technology and boost your overall well-being.\\n\\nCAPTION:\\nTired of doomscrolling? I used this 4-step system to get my brain back and boost focus. Try it today!\\n\\nTAGS:\\n#digitaldetox #productivity #focus #mindfulness #selfimprovement #mentalhealth\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_GUgodOOAu6CzT6e5U4PJHPz0"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"ENV_KEYS /home/agent/.hermes/scripts/Auto_Shorts_Bot/.env\\nPEXELS_API_KEY=***\\nLLM_API_KEY=***\\nNVIDIA_API_KEY=***\\nPIXABAY_API=<redacted>\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_P6107UkQJ4caaKpQDUAl0YEj"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"width=814\\nheight=1446\\nr_frame_rate=24/1\\nduration=89.708333\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_60hvpTah8OGTW17VXlhC3Fjf"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_kHFNn4WkICMqLDBqYrBDNGhc",
          "call_id": "call_kHFNn4WkICMqLDBqYrBDNGhc",
          "response_item_id": "fc_049e6b492e9f3d48016a10c689ef288191947f2043b9e8d46b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"mkdir -p /tmp/autoshorts_review && ffmpeg -y -ss 00:00:02 -i /home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-40_60s_subtitled.mp4 -frames:v 1 /tmp/autoshorts_review/frame_2s.jpg -ss 00:00:12 -i /home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-40_60s_subtitled.mp4 -frames:v 1 /tmp/autoshorts_review/frame_12s.jpg >/tmp/autoshorts_ffmpeg.log 2>&1 && echo frames_ready\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Inspecting visual output**\n\nI think I need to check the visual output, possibly by using a screenshot or sample frames. It seems like I can use the terminal with ffmpeg to extract frames effectively. This will help me analyze the visuals more closely. I just want to make sure I'm capturing the right data for whatever I'm trying to explore. It's all about getting the details right!",
      "reasoning_content": "**Inspecting visual output**\n\nI think I need to check the visual output, possibly by using a screenshot or sample frames. It seems like I can use the terminal with ffmpeg to extract frames effectively. This will help me analyze the visuals more closely. I just want to make sure I'm capturing the right data for whatever I'm trying to explore. It's all about getting the details right!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMaLHgulfzffjRmnxFJjVZlhkmLw5rQTZh7doDkinh5w5gMIJktXliztXhLIhogCjzeUEOifRJxknrOW2bqpBPGfD2O8FFUN7NHn_lJsLa5mfRhyunWStsyKSLx2WT9ENOzPDI0be_Gi3Qa_Cuqafbjhgtnwbvhz_rG92S3xpCyrpm1fi_YQKzLRatg3scMvHLSmyEv7R02OtdDFHoB07qAqa6EIuN4HXSAd4kusUaziOZkBGXPtIq2b90JXNqh82QbfiZ08F8ZKQutkbNm5NKzXTpcjs_s25RLjf8LgeLAdwlkOxTAUiJrrA0ZeqLUaHviMAmJWpCbF4k_5y3pxYLDlNldWReihOPXFMgOCYy7eIpkCvlPkg6VHbuPN0AD1x37hyfOI8SK3qRzyAjVG_oQXK187HVnAfOqijAJIG9_Jh5ZkhMshY0nCv-gJ4U_KkQH2fgeCx8DFSNq5nYph3n7YMBz-upWrbYE9HGahoKW_UPntwfLuDwAlPPUSHVuZaMRUe3-kU-WPyAXiPuUM6C9lPuGliAF-JqsYO400Ztlp-QDpA-OVrme-Rsb82E9lH8KdxZaghTN3DyHCcii6eTYvhK-TrwUboCaT_q69pLgjQQ-pOYcUavXLnnmn95Vudz3yeA5nUgwpfepNzx5jsbPNseS9GG6mBEySLKeKuQwUYCmIaNsct84IgPIJr6vXt-i2mdw1Q7xlhGQ8KN2cHsLHAIbCO05DUJDTKw16enYm0KcEkEq7mxLVG8uSCnVs8Yw_gIzKfPl6lj1YvFiWUQB0WqR19GWZQbQzd158Fskwxu33xeN4Cbvp7abfLrQSP-PIXpBg2uAkLeaqWeY5tRAfuTKSdCDCiYZyLheI3pRVNbTcqzcsSlo7jGLnUcpen863p73a31zbHqLKyj2OR735q7g0nLLeSygU8zyfiGIX1Zzj-8i8pzIWhhYqfvYZeDqZRGNxwlD2OpzqnzPbmMoni4a-A6fR12eR9g0CdbV7PPd0tGZ3r1A_sLTjOfVdvsRB0quOjx-oIm5RwuBZV1bAJwQSSlloTj772u55LIeyuwxdrL1YSpubG0gNuqkiRfIt",
          "id": "rs_049e6b492e9f3d48016a10c687cbf08191911d1e6e83b30500",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Inspecting visual output**\n\nI think I need to check the visual output, possibly by using a screenshot or sample frames. It seems like I can use the terminal with ffmpeg to extract frames effectively. This will help me analyze the visuals more closely. I just want to make sure I'm capturing the right data for whatever I'm trying to explore. It's all about getting the details right!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"frames_ready\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_kHFNn4WkICMqLDBqYrBDNGhc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_yahV6N3RjeSS7Inwr1bE4M2y",
          "call_id": "call_yahV6N3RjeSS7Inwr1bE4M2y",
          "response_item_id": "fc_049e6b492e9f3d48016a10c68dc6d8819190864cf9a71c9364",
          "type": "function",
          "function": {
            "name": "vision_analyze",
            "arguments": "{\"image_url\":\"/tmp/autoshorts_review/frame_2s.jpg\",\"question\":\"Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.\n\nQuestion: Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\n[screenshot]",
      "tool_call_id": "call_yahV6N3RjeSS7Inwr1bE4M2y"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HldjHHYDXeSOpG02WwU3ZT8S",
          "call_id": "call_HldjHHYDXeSOpG02WwU3ZT8S",
          "response_item_id": "fc_049e6b492e9f3d48016a10c69270b881919d0cc62514a0573e",
          "type": "function",
          "function": {
            "name": "vision_analyze",
            "arguments": "{\"image_url\":\"/tmp/autoshorts_review/frame_12s.jpg\",\"question\":\"Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMaUwTpxXgD7WdqR2MpfwbQm-i05lJ13nyU8dKrjVOZXC_pw9XcKIN5c1KbJdwetD7ze3KiCHWDLsRX-tUmVWZedCO7uT_ZFexEhXmGZNy6jA0h-qkYrfRKJJu-ATJ8YAWGmVg2Ip9KH1uuIW_wAW7mlnpUZ16ODPu433JKY7EEJ25KlSsi7N3hqzVKmmVJYUiNpcrZ_3aw2Bdu5pFjZImH1Vnj_9X9ObID4rutWOAgn0fZAW7o-5OeeV-LjMWEshiCVddEycKUKj2S1ZQMam65OZ-zJV3RB_9TOAzNSNa4hn1WTmAUGVyxcgr4f7A863_1sDZrgsHb0jdYdrOaeoU-N2SpegdvCBtEElUI4n4dZ0NGzlSml39nzbH26oBBYN2G7rCuQqwHODUns2yHZwFRIvZv8trm7J0dWvFs3Fl0Y5ggjm5BURNYGWqhaaAdeBC2Z5r9XfhKL0i-lZe8hFfLBllT8l7fwuw6lbFiQq8oxq-arsjrq8vEOIGNslJFF3xFkWX8j8Nez2fp_JjWDi3CcuL0hWqKCaFEeL5ZaLmrZnTfZuJcDgVdTDbRzomomlY47PM9uEAKyajGjMpsojaXlfVSDgX-aKAIybnc0rgpcR_dJIxHKjz-WgTArJKmzRGwoO78fZitzcJmnR5BvdfOBVHXD7La5wPxNK9astmm3yZmOnbKaip0_7shPAX3pYgqQI_BiNfRAhwr0wrgGZJpu6Etey5pSKB81wHObFAAQu3jg9mVUDK-bZ2iSFpBXur6gSzY225ZPvtD6zJdlx-EFDiZJqUrF6ck593lAQESQ-wenqclyHCV0-7dOPiyOqdU5Bd-OxIqIORL5GhMPqSQkHcAY-Kv-v6aYGH7LoqAQGWdcc8fJ5wJjtocHLHHPXFahHTSekJcBVt87LBACw1c7ksB2E37T01tayoe_JkK8DtDDr7VvlXeKeu9vFxMTuajOrGUfDc3z7PFFMuWxFnW5AGdVwOcCx0w5pcwMPaJhDwVvj-3S0aGtYu-EZ1htU6lJ",
          "id": "rs_049e6b492e9f3d48016a10c6917188819186d9a8edbe554336",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.\n\nQuestion: Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\n[screenshot]",
      "tool_call_id": "call_HldjHHYDXeSOpG02WwU3ZT8S"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_pXikgSqzJpAylEOzxBhz7Mb9",
          "call_id": "call_pXikgSqzJpAylEOzxBhz7Mb9",
          "response_item_id": "fc_049e6b492e9f3d48016a10c697c11c8191ac04f39265c3e5dd",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"ffmpeg -y -ss 00:00:45 -i /home/agent/.hermes/scripts/Auto_Shorts_Bot/output/2026-04-08_23-40_60s_subtitled.mp4 -frames:v 1 /tmp/autoshorts_review/frame_45s.jpg >/tmp/autoshorts_ffmpeg2.log 2>&1 && echo ready\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Figuring out ffmpeg command**\n\nI’m thinking there might be an issue with the ffmpeg command where the second -ss might be incorrect due to having multiple inputs being the same. I need to extract at 45 seconds, but I wonder if the command structure is causing the problem. I need to double-check how I’m setting up the command to ensure it works correctly. Hopefully, I can fix it soon!",
      "reasoning_content": "**Figuring out ffmpeg command**\n\nI’m thinking there might be an issue with the ffmpeg command where the second -ss might be incorrect due to having multiple inputs being the same. I need to extract at 45 seconds, but I wonder if the command structure is causing the problem. I need to double-check how I’m setting up the command to ensure it works correctly. Hopefully, I can fix it soon!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMaYpncm7PNv4kJfKhccRxh3fpG0fsS8PGUX9E0ATTJPlW6QKiMyB2gHLM8ALVwNRlixxNO07xd_x6R3o3tWbbLDKyfs5i2kxC0WwPP6Qs3DaA1_cLhCxcnkAvQW5veSfLYCcJpN14HNXX9emv_yFTos8xjwJ1OouD8cG1-AxP59gtJdCGRm27_y7PCxgOj1ERDl2b7xC3SF62es5-GhgRgVmf9vRcpUtJYlAdbQAWaeQxTqxFewsx_I-YltuAJyEdXaEv5alysMlDJXaZVS2uqx3x3SHzIMsF_Gl2z7zF5-HcY3sFXSEEJzaYE4DcWVNXYoX1A1Rbcr1eLm00hCwSn_uD68PM-IPDlsQJfANkWx3_7zQEZhfC6ssXNrgcBq1BChZXGx3ugBhDEuqR1ByjSBoZGghtQfXLlyv7huj4NrsDUpJ7qm0QW-YRP2ggr-sbP32oQs5e-Vbz6IU4SY6CQUtZPf--whTbsE_bL7aDgwq2EHREeuXwADOHbGhwXFIDN8dPlSYIrBnAcPBwXFUCiMsA_Zc7TWqVS3rRneI2b0_fNp-oavMWMT8xxLqJYzPcQAErKFjhon7DxouPS39Del2q9baCEG_WahOLnc6JZpzDOFdXiY5YtACi0xCobNp41rS_-QGlzE04Am_ovfCPg-PyBCEgdmsaRsU25q5ibjdevc-ChT5GYir4RA9XI9mA9S4m3awDuJApiKK275TSQgfb1WB3TX0ktSKW_ipo-cjArCxCqG1YX_yZrSnBv02NZQJCXxY6a-jAnWEj2bxES3PgqqKDKG_UneZSFbL4Y32MzQUfUo8kBi26dn0coEUzXzakvSuEF3bSb_fVNgSDzqqMTaWxTim9g9ESuUDtuPa-rOzswSI0wd8qhVi1vYGEB7fvGe3-xH7dqSemxYDIVzsh1fiQYQVu17kjym63Q5XY4UEg3FWkZkMtvDrG3xYBUiEc_uxl_DQj7WrFcNZM3UjViQrM4Cr0W0ZzAwnf2HMQlCLZlsW1mH3L48CC8YKKVXBPgzNNcNkMCiwtHGct1g13MGzIpEDUSvqCGXKqHy6a5lmpFpOKBnTcOWfuP-tQgb",
          "id": "rs_049e6b492e9f3d48016a10c69600008191a47e0fe4a90aac63",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Figuring out ffmpeg command**\n\nI’m thinking there might be an issue with the ffmpeg command where the second -ss might be incorrect due to having multiple inputs being the same. I need to extract at 45 seconds, but I wonder if the command structure is causing the problem. I need to double-check how I’m setting up the command to ensure it works correctly. Hopefully, I can fix it soon!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"ready\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_pXikgSqzJpAylEOzxBhz7Mb9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_WaDa5zmwrKviIgKgPq3YqZZ9",
          "call_id": "call_WaDa5zmwrKviIgKgPq3YqZZ9",
          "response_item_id": "fc_049e6b492e9f3d48016a10c69c9f5c81918048a095b2a6aa1b",
          "type": "function",
          "function": {
            "name": "vision_analyze",
            "arguments": "{\"image_url\":\"/tmp/autoshorts_review/frame_45s.jpg\",\"question\":\"Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "Image loaded into your context — you can see it natively now. Use your built-in vision to answer the user.\n\nQuestion: Beschreibe kurz die Qualität und virale Tauglichkeit dieses Shorts-Frames: Lesbarkeit, Hook-Wirkung, Stil, offensichtliche Probleme.\n[screenshot]",
      "tool_call_id": "call_WaDa5zmwrKviIgKgPq3YqZZ9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_BIoEqJE9UZ5IBJchXbJVoLRZ",
          "call_id": "call_BIoEqJE9UZ5IBJchXbJVoLRZ",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6a5eec4819188b7bee725981f4c",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"~/jarvis_memory/33_autoshortsbot.md\",\"old_string\":\"- Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n\\n## Secret-handling rules\",\"new_string\":\"- Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n- Local GitHub token cache: `~/.hermes/secrets/github_autoshortsbot_token` with file mode `0600`; contains the token only, never print it.\\n- Existing prototype script roots: `~/.hermes/scripts/Auto_Shorts_Bot` and `~/.hermes/scripts/Auto_Video_Bot`.\\n- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\\n\\n## Secret-handling rules\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering video project setup**\n\nI think there might be missing subtitles for the video, so I should check if the stream frames have text. It seems like there's some AI-generated gibberish that isn't helpful. I might need to look into the package requirements for Auto_Video and see if using pygount is necessary. The user asked me to study the code and brainstorm, but it’s not ready yet. I'll also need to safely store the token. Maybe I could clone the repo in a secure way?",
      "reasoning_content": "**Considering video project setup**\n\nI think there might be missing subtitles for the video, so I should check if the stream frames have text. It seems like there's some AI-generated gibberish that isn't helpful. I might need to look into the package requirements for Auto_Video and see if using pygount is necessary. The user asked me to study the code and brainstorm, but it’s not ready yet. I'll also need to safely store the token. Maybe I could clone the repo in a secure way?",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEManrJoJY5BPZsQt89rACIv1fLd7yV20T8ZHIZ7xRql6ATYUr6zv9Xj0hSeP_15L4CrdQinrEx9JCccCGfL3PEQeO7VBxz7jVstDf72i-HUsHzeEfulljNzNMskSS02Xx0Yjzaq0EPraJUHx7W5tdYmDAFshptxt0ozXQlLLQotfJ5TKLr9mt5UjqGxRTqhswGAEGVvEn1s8B8nmp2X4t6-LQyETnTt86lbQJuUocZW9Ux_xL6V668LC2UPXxgvGP8B32u6620bG-zvsnKl3n0esf7wFCQmwr9vTkfZwz7a5PM4ONZKI7rBrSYNOtxzrhVMqtFKkp8kiKTQEQPdHRn1LHVvPMtBueA7qCRpY_yFEVXw-_uM51vbt1NqbEVub8kvvuJPYCZTQ9xX4HIlpVf9FHnZ7-ghpERStAAnoc2kJwKvoKMxsu8402RgNNYt5bJ81MmF14s4zAWz-Gz6FUpXZiFiL4HrcM4dvrzpK0zMkui8UrbkKKPPiXKVlW9Sg0oX5heFvUVeibgRLJa4A--du2CqrSj__MNqyDQGC5v2o0TWPjFS5LSv5bz41RN-Y0lig1WJUfqsC4dRaH9iK7LDO_LCJEWmlrGHwxIYVvYIG96DF79_H1zbQi7X_QqojcO9TghkVjucpAbQEdO-u2pqIHDmu-PxhfwW55NWBlH5Bo6t3dt1wzUXFN7TETdzv6B63ZOX3UvXvnJKaYqAEv_PAjo7H48JecKUCP6fhfeR10P6vzlrqvl9NFd7bxXFn6YAjk0CW2f-3IXJoDaOXB13npKZO0NNJmtnrmuHWV0EYjXEuiV4rfSjd1Ci-qtpW1Zrzc1rVtrO1SDoDWjwqbBvweP-6YmLuY4RcNYddnnKW-_YN26C1bzUsw2uIvNr49jxx_ttpPnQUcbTUV_LKv1OUE5ot4_QPK2ua71-pf-061IVs5AC0fEdInszjzWV4aUE3WDcBIW0mPmyfOwExuWyPvMkDihofrZQyG2n9CZDgWZ11u4v4D_ZaJolvWIo0RIS6nvUAREO4VlZ0e418gVFh5jqjeeqpU8Y9sSp3ZwmccPmS4Ou21FYV3qGWkZOWCPm3Z_aJh3tsl1UywXDKLWcC0wBWRfp4kBkpQ_ijSRvFf_llnbFVV6L_23vqz5LcNcqF3FCG8Ssu6TvDDe5v6GHO_wPK9Rnqu_s6PXAPvDvFAVxIrXJouFmRuzjEB-1EltKqa7jU-GrHvYVu_kvcibADiQyH2Ucfz3I2xSM_STkQsG57y8wylv6ck5xqbzR1dLMlqnNbaeFGpq6H7SECrBFY0JEBk8QJA-7-FoHxd9qwCIj5gjBA-AYMs1Mc4vMCBWQ2L-ZA_8xdDJlWwHzUp0YCgb7g74ifC4i46lJL82fLwp3ZXIRtkSZXLCegqPzpH_p0X5Ox3fVHV5k4wqJLs42PV3SZ-ac0BugPZN8Xn7QnUAejsxCEhdZivjtLqmOLvQega0xmrdd4oBvXvX_IWCIV32sg6s7-Vc27-_pU9vLqB3r0JqagTfNNuOFmW2DrkdHOvgfZq3MuXifhJDK1_y8ik1ETAJzEINELlaGylQwVjpfCLzg8x8BorDYAUdTB6piEU9NK3JinOUHl4MCKEo7iOLn-Ydqjj15f3SNf5SaqYis5UWR9VyNW447_UWfRvPIXD6tm1kRnvn-iRZUTVw79xKZ1NPQEGA2Hq94gCTGocrGfxdTaoMLI9Ml23096RXQpU1tYUh_IAAKcMIon5qBti0brsWU7NRObseOZYQsaylfkDLpiQMTKZDricod-TyaTAwd24otpbA9HVwWa0ecPJWe6Qdyv5ILpIKImvgKlHGcNozQWF-5tBXCn339vGhFEWvd_Mj1gtBXCkjigp4NWch-uyoD4sOKAJVsxU8NJcCmJV0xPKUdDRg1yYeqVRl9rFJh9ANbtqeQeGa3g9UmZ3vmWTQUIm0hZ5ld6DmJgxUB4uAW32tjUYAxqK_U_rao0KpEfQ16VZb2eOEFnrmOPjnOMJvPV5ziHXq7YvUOzFWlaqUvVJ0gbCs5fpGOlidaZ1nXinTRKCJjFdqujx-Bgqh87RmQ6Zz62-7aAK1X6dXo=",
          "id": "rs_049e6b492e9f3d48016a10c69fdab88191a58fe23be69703a5",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering video project setup**\n\nI think there might be missing subtitles for the video, so I should check if the stream frames have text. It seems like there's some AI-generated gibberish that isn't helpful. I might need to look into the package requirements for Auto_Video and see if using pygount is necessary. The user asked me to study the code and brainstorm, but it’s not ready yet. I'll also need to safely store the token. Maybe I could clone the repo in a secure way?"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_memory/33_autoshortsbot.md\\n+++ b//home/agent/jarvis_memory/33_autoshortsbot.md\\n@@ -16,6 +16,9 @@\\n - Repository status at project start: empty.\\n - Future AutoShortsBot code should be stored in this repository.\\n - Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n+- Local GitHub token cache: `~/.hermes/secrets/github_autoshortsbot_token` with file mode `0600`; contains the token only, never print it.\\n+- Existing prototype script roots: `~/.hermes/scripts/Auto_Shorts_Bot` and `~/.hermes/scripts/Auto_Video_Bot`.\\n+- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\\n \\n ## Secret-handling rules\\n - Do not print, paste, or store the raw token in chat, repo, or memory.\\n\", \"files_modified\": [\"/home/agent/jarvis_memory/33_autoshortsbot.md\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_BIoEqJE9UZ5IBJchXbJVoLRZ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_J1cL1tKaZYDaCJOq6xNG0DSG",
          "call_id": "call_J1cL1tKaZYDaCJOq6xNG0DSG",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6aa5464819191523674fa22bc21",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nmkdir -p /home/agent/jarvis_runtime\\nif [ ! -d /home/agent/jarvis_runtime/AutoShortsBot/.git ]; then\\n  TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\n  export TOKEN\\n  export GIT_ASKPASS=/tmp/autoshorts_git_askpass.sh\\n  cat > \\\"$GIT_ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) echo x-access-token ;;\\n  *Password*) printf '%s' \\\"$TOKEN\\\" ;;\\n  *) echo ;;\\nesac\\nSH\\n  chmod 700 \\\"$GIT_ASKPASS\\\"\\n  GIT_TERMINAL_PROMPT=0 git clone https://github.com/Gamexgit/AutoShortsBot.git /home/agent/jarvis_runtime/AutoShortsBot >/tmp/autoshorts_git_clone.log 2>&1 || { sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g' /tmp/autoshorts_git_clone.log; exit 1; }\\n  rm -f \\\"$GIT_ASKPASS\\\"\\nfi\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\ngit status --short --branch\\nprintf 'files='; find . -maxdepth 2 -type f | wc -l\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"## main...origin/main\\nfiles=6\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_J1cL1tKaZYDaCJOq6xNG0DSG"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_YZ2dsC42UwvXmYsFcCK0meCT",
          "call_id": "call_YZ2dsC42UwvXmYsFcCK0meCT",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6b6dffc8191b225d4d73ab9e886",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":50,\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot\",\"pattern\":\"*\",\"target\":\"files\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering file details**\n\nIt looks like there are six files, which might relate to .git. Do I really need to find them, or is that not important? I could think about inspecting these files, but maybe it’s not necessary right now. Instead, I could opt for a search instead of diving into the files themselves. It’ll help me get what I need without getting tangled up in file details. Let's see what comes up!",
      "reasoning_content": "**Considering file details**\n\nIt looks like there are six files, which might relate to .git. Do I really need to find them, or is that not important? I could think about inspecting these files, but maybe it’s not necessary right now. Instead, I could opt for a search instead of diving into the files themselves. It’ll help me get what I need without getting tangled up in file details. Let's see what comes up!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMa3cVgqN4tKLuBUSWbhpUAaCmchbPquBFLXfrxZpRs4ymFt0TxOC0-AG7_m6okDVIGWygfyfG3gL5ICuf5kZ40xfazNFQcNcqA2m09rqjHRR0-sfnr5X-C6Dwp24CWLJh-yxfqhGjxCUfHYptSL9tdmy79QdbyTCYsWEFY95l8O0BwevhfWxmdVDOSmqs04xsPMqmwP7NOBZNIWd-YYczs54IIH1AhpHg4-KHyBzF53H5N-qNX2-HFm075YTz1lTaHkgt1Upuvb6Hw5KRN-8kQPMDyEtSOB8xeKPK9gof5SZDbrcOQ97I7nODmfAyN1ji-ZclWHo7Lh8frG-1p-CLBOrN-ZDCsEwEb2BAo63lvjt8XzGJYbqsQnY04nmjtNW0ACFz2TJWsElj_XxRGn3u3AfW6UC0jZ8WCp00pzEswZPIunTyQ-U74Sd_3neKLu0KVHofGcGJVxuVY5CTQkuvX1VkitOb42Oj-WHgyYbnh3bduM0zTH8qW4hTl01zbw4_NuguTkXxums97MBDG9LVHtbT02Pq8xB65LSZ8UbB4Pc0su5wyS0kSoPyg-r_ewQE9gSQbypoZXINdcytpqEuFeiN5_rVdijYKvPcPzm_QO770FEWod6cD8_LNN109-1s0Ove37O8cJHmnna8-X0-ZEGgMhmZz8ZgdYG2ao9huD9ey6lRJFDozpEyLP_LtZVqepJKLOV4d_YpZjn2h4Y4ONTTfxWnLXewG8xgQ4vbzkD1RMePCUfkRJHKmKog2hEivPtbCPX1lYwxvpZPwC3AaYnmmgR6rXhXpOSdij3KDSwum3n8CIyRmPCxGXV3k1F4wed1WWwSd-o2FPMYU4DVEqH9lE-IpK3dvZ6K_EDv001aF3QpIvzB2Kmi95synpYT7YUlv-_9PJup87mizxzn1cylV6-fL3MnXioE9SG7NxoG6bx3Hj69PrCl1MLVQt36eriX8usKWlvA9A_WKzGmta3scRXm_tuYJJ6B4S5QIIPfOZVomwOGJvFN_dkcnnKqJ4Ne4REtbxbG4cMkd2nuEMzhdJEz3vCyiVESBp4TNCp0s=",
          "id": "rs_049e6b492e9f3d48016a10c6b3dfcc819197ede6b7558e59ed",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering file details**\n\nIt looks like there are six files, which might relate to .git. Do I really need to find them, or is that not important? I could think about inspecting these files, but maybe it’s not necessary right now. Instead, I could opt for a search instead of diving into the files themselves. It’ll help me get what I need without getting tangled up in file details. Let's see what comes up!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 1, \"files\": [\"/home/agent/jarvis_runtime/AutoShortsBot/README.md\"]}",
      "tool_call_id": "call_YZ2dsC42UwvXmYsFcCK0meCT"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_zpq5vqpjp0QmoxVACKMKa5l3",
          "call_id": "call_zpq5vqpjp0QmoxVACKMKa5l3",
          "response_item_id": "fc_049e6b492e9f3d48016a10c6b99abc8191abc2408c86d779c0",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/README.md\",\"limit\":100}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|# AutoShortsBot\", \"total_lines\": 0, \"file_size\": 15, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_zpq5vqpjp0QmoxVACKMKa5l3"
    },
    {
      "role": "assistant",
      "content": "Bestätigt, Sir. Ich habe die Vorarbeit erledigt.\n\n## Erledigt\n\n- GitHub-Token aus Google Drive-Datei `Github_AutoShortsBot_Token` geholt.\n- Lokal sicher gespeichert unter:\n\n`~/.hermes/secrets/github_autoshortsbot_token`\n\n- Datei ist mit restriktiven Rechten gespeichert (`0600`).\n- Repo-Zugriff geprüft: `Gamexgit/AutoShortsBot` erreichbar, **private**, default branch `main`.\n- Repo lokal vorbereitet unter:\n\n`~/jarvis_runtime/AutoShortsBot`\n\n- Aktueller Repo-Inhalt: praktisch leer, nur `README.md`.\n\nToken wurde nicht im Chat ausgegeben. Wir sind ja nicht bei „Passwörter ins Lagerfeuer werfen“, sehr erfreulich.\n\n---\n\n## Studierter Codebestand\n\nIch habe diese beiden Prototypen geprüft:\n\n- `~/.hermes/scripts/Auto_Shorts_Bot`\n- `~/.hermes/scripts/Auto_Video_Bot`\n\n## Was aktuell schon funktioniert\n\n### `Auto_Shorts_Bot`\n\nErzeugt vollständig synthetische Shorts:\n\n- Themenwahl aus `content_strategy.json`\n- Script/Idee via DeepSeek über NVIDIA API\n- Bilder via Flux/NVIDIA\n- Voiceover via `edge_tts`\n- Musik via `yt_dlp`\n- Rendering via MoviePy\n- Ausgabe als:\n  - Hybrid-Video\n  - Subtitled-Video\n  - Description/Caption/Hashtags\n\nDas ist schon ein respektabler MVP.\n\n### `Auto_Video_Bot`\n\nVerarbeitet bestehende Videos:\n\n- transkribiert lokal mit Whisper\n- lässt DeepSeek virale Momente auswählen\n- schneidet 3 Szenen als Best-of-Short zusammen\n- croppt auf 9:16\n\nDas ist als Repurposing-Pipeline interessant, z.B. für lange Podcasts, Predigten, Interviews, Talks, Vorträge.\n\n---\n\n## Warum die Views vermutlich schwach sind\n\nAus Code, Outputs und Sample-Frames sehe ich mehrere klare Bremsen:\n\n### 1. Zu generischer Content\n\nAktuelle Themen sind „gesund leben“, „doomscrolling“, „morning fatigue“, „digital detox“. Das ist nicht falsch — aber Social-Media bestraft generisches Wohlfühl-Coaching gnadenlos.\n\nEs wirkt wie:\n\n> „Hier sind 4 Tipps, die du schon 200-mal gehört hast.“\n\nFür Shorts brauchen wir stärker:\n\n- Meinung\n- Spannung\n- Konflikt\n- Identität\n- Story\n- Überraschung\n- Serienformat\n\n### 2. Zu lange Videos\n\nEin geprüftes Output-Video war ca. **89 Sekunden** lang.\n\nFür YouTube Shorts und TikTok ist das nicht verboten, aber für neue Accounts riskant. Am Anfang würde ich eher testen:\n\n- 18–25 Sekunden für aggressive Hook-Tests\n- 30–45 Sekunden für Value Shorts\n- 55–60 Sekunden nur bei starker Story\n\n### 3. Hook ist visuell nicht stark genug\n\nEin Sample-Frame zeigte nur abstrakte goldene Graphen. Schön, aber kein Thumb-Stopp.\n\nProblem:\n\n- kein klares Gesicht\n- kein visuelles Problem\n- keine Spannung\n- keine Text-Hook in den ersten Frames sichtbar\n- keine erkennbare Brand/Serie\n\nFür Shorts zählt die erste Sekunde. Aktuell wirkt es eher wie Stock-Footage mit Voiceover.\n\n### 4. AI-Bildfehler\n\nEin späterer Frame hatte Smartphone-App-Icons mit KI-Gibberish-Text. Solche Artefakte schreien „AI slop“ und drücken Vertrauen/Retention.\n\nFür FaithTok, KI oder Lebensoptimierung ist Glaubwürdigkeit wichtig. Billige KI-Bildartefakte sind Gift.\n\n### 5. Zu wenig menschlicher Bezug\n\nDie Pipeline erzeugt Content, aber kaum Persönlichkeit.\n\nMonetarisierbare Kanäle wachsen meistens über eine erkennbare Position:\n\n- „Der KI-Butler erklärt…“\n- „Christlicher Stoizismus für moderne Männer“\n- „1-Minute Life Systems“\n- „Was Jesus über moderne Anxiety sagen würde“\n- „KI-Tools, die normale Menschen wirklich nutzen können“\n\nAktuell fehlt noch diese wiedererkennbare Stimme.\n\n### 6. Kein Feedback-Loop\n\nDer Bot produziert Videos, aber lernt offenbar nicht aus:\n\n- Views\n- Retention\n- Like-Rate\n- Shares\n- Follows pro Video\n- Hook-Performance\n- Themen-Performance\n- CTA-Performance\n\nOhne Analytics-Loop produzieren wir blind. Charmant viktorianisch, aber ineffizient.\n\n---\n\n## Strategischer Richtungswechsel\n\nIch würde das Projekt nicht als „Video Generator“ denken, sondern als:\n\n## **Shorts Growth Engine**\n\nPipeline:\n\n1. **Trend/Idea Mining**\n   - YouTube Shorts Trends\n   - TikTok/Reddit/X Themen\n   - FaithTok Hooks\n   - AI Tool News\n   - Life-Optimization Pain Points\n\n2. **Hook Factory**\n   - 10 Hooks pro Thema generieren\n   - Hook nach Pattern klassifizieren:\n     - Contrarian\n     - Confession\n     - Warning\n     - Faith tension\n     - AI shock\n     - Before/after\n     - „Nobody tells you…“\n\n3. **Script Generator**\n   - 20–45 Sekunden\n   - klarer Spannungsbogen\n   - ein Gedanke pro Video\n   - kein „4 Tipps“-Standardbrei, außer als Serie\n\n4. **Visual Strategy**\n   - weniger abstrakte KI-Bilder\n   - mehr:\n     - realistische B-Roll\n     - kinetic captions\n     - screen recordings für KI\n     - Bible/desk/coffee/city visuals für FaithTok\n     - recurring brand templates\n\n5. **Quality Gate vor Rendering**\n   - Hook Score\n   - Novelty Score\n   - Retention Risk\n   - „Would I send this to a friend?“\n   - AI-slop detector\n\n6. **Publishing + Analytics**\n   - automatisch posten oder zumindest vorbereiten\n   - Performance pro Video speichern\n   - nächste Themen anhand echter Daten priorisieren\n\n---\n\n## Beste Content-Nischen aus deinen Ideen\n\n### 1. KI für normale Menschen\n\nSehr monetarisierbar.\n\nFormate:\n\n- „1 KI-Tool, das dir 30 Minuten spart“\n- „Diese KI-Automation ersetzt keine Menschen — aber schlechte Prozesse“\n- „Ich habe ChatGPT gebeten, meinen Alltag zu retten“\n- „3 Prompts, die dein Gehirn entlasten“\n- „KI erklärt für Väter, Manager, Christen, Unternehmer“\n\nVorteil:\n\n- Affiliate möglich\n- Kurse möglich\n- hohe CPM-Nähe\n- Sir/JARVIS-Projekt als natürliche Autorität\n\nNachteil:\n\n- stark umkämpft\n- braucht Aktualität\n\n### 2. Life Optimization\n\nGut, aber nur mit klarer Marke.\n\nNicht generisch „drink more water“.\n\nBesser:\n\n- „Micro-systems for chaotic adults“\n- „Anti-burnout routines for high-responsibility people“\n- „1-Minute Ordnung im Kopf“\n- „Was ich mache, wenn mein Gehirn 47 Tabs offen hat“\n- „Systems, not motivation“\n\nVorteil:\n\n- breit\n- dauerhaft\n- passt zu persönlicher Marke\n\nNachteil:\n\n- schnell austauschbar, wenn nicht pointiert\n\n### 3. Christian Faith / FaithTok\n\nSehr spannend, weil emotional, identitätsstark und communityfähig.\n\nFormate:\n\n- „A verse for people who are tired of pretending“\n- „Jesus was not impressed by performative productivity“\n- „When anxiety says X, scripture says Y“\n- „Christian men need discipline, not performance“\n- „Faith when God feels silent“\n- „Stoicism is close. Christ goes deeper.“\n\nVorteil:\n\n- starke Community\n- hohe Kommentarwahrscheinlichkeit\n- klare Identität\n- weniger abhängig von News\n\nNachteil:\n\n- Tonalität muss extrem sorgfältig sein\n- nicht kitschig, nicht belehrend, nicht cringe\n\nMein Bauchgefühl: **Faith + Life Optimization + AI** als Dreieck ist stark.\n\nNicht drei getrennte Kanäle am Anfang, sondern eine klare Position:\n\n> „Modern life, disciplined by faith, amplified by AI.“\n\nOder zugänglicher:\n\n> „Faith, focus, and AI systems for a better life.“\n\n---\n\n## Konkrete Kanal-Positionierungen\n\n### Option A: **Faith & Focus**\n\nZielgruppe:\nChristliche Männer/Frauen 20–45, überfordert von digitalem Leben, suchen Klarheit.\n\nContent:\n- FaithTok\n- Disziplin\n- Anxiety\n- Digital detox\n- Sinn\n- Gebet/Routinen\n\nMonetarisierung:\n- Newsletter\n- Devotional PDFs\n- Habit Tracker\n- Coaching/Affiliate später\n\n### Option B: **AI Life Systems**\n\nZielgruppe:\nBerufstätige, Selbständige, Väter/Mütter, Wissensarbeiter.\n\nContent:\n- KI-Automationen\n- Alltagssysteme\n- Prompting\n- Produktivität ohne Hustle-Bullshit\n\nMonetarisierung:\n- Templates\n- Notion/Obsidian Systeme\n- Affiliate\n- Mini-Kurse\n\n### Option C: **Christian AI Butler**\n\nEtwas spezieller, aber merkfähig.\n\nContent:\n- „How I use AI without letting it own my soul“\n- „AI productivity, Christian priorities“\n- „Tools for stewardship, not dopamine“\n- „Digital discipline“\n\nDas wäre ziemlich einzigartig.\n\n---\n\n## Meine Empfehlung\n\nFür den Start würde ich **nicht** 20 Formate bauen.\n\nIch würde 3 Serien testen:\n\n### Serie 1: **60 Sekunden weniger Chaos**\n\nDeutsch oder Englisch, Life Optimization.\n\nBeispiele:\n\n- „Wenn dein Kopf morgens schon voll ist: mach das“\n- „Der einfachste Weg, dein Handy weniger zu hassen“\n- „Du brauchst keine Motivation. Du brauchst Reibung.“\n\n### Serie 2: **Faith for the Overloaded**\n\nFaithTok, emotionaler.\n\nBeispiele:\n\n- „God is not asking you to perform your exhaustion“\n- „A prayer for when your mind won’t stop“\n- „You are not behind. You are being formed.“\n\n### Serie 3: **AI, aber menschlich**\n\nKI praktisch und wertorientiert.\n\nBeispiele:\n\n- „Diese KI-Routine spart mir jeden Morgen 20 Minuten“\n- „3 Prompts gegen mental overload“\n- „Use AI like a servant, not like a god.“\n\n---\n\n## Technische Verbesserungen für den Bot\n\nIch würde als nächste Ausbaustufe vorschlagen:\n\n### 1. Neues Projekt sauber ins GitHub-Repo migrieren\n\nNicht einfach die Skripte stumpf kopieren, sondern sauber strukturieren:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    idea/\n    script/\n    render/\n    assets/\n    analytics/\n    publishing/\n  configs/\n    niches/\n    formats/\n  data/\n    performance/\n  scripts/\n  tests/\n  README.md\n  .gitignore\n  pyproject.toml\n```\n\n### 2. `.env` und Secrets sauber ausschließen\n\nAktuell liegt `.env` im Prototyp-Ordner. Ins Repo darf davon nichts.\n\n### 3. Content-Engine statt Hardcoded Prompt\n\nNeue Konzepte:\n\n- `niche`: ai / faith / life\n- `format`: confession / contrarian / tutorial / prayer / list / story\n- `duration`: 20 / 35 / 55 sec\n- `platform`: TikTok / YouTube Shorts\n- `language`: DE / EN\n\n### 4. Hook-Scoring einbauen\n\nVor Rendering muss jedes Script bewertet werden:\n\n- Hook in ersten 1.5 Sekunden?\n- Ein klarer emotionaler Schmerz?\n- Kein generischer Advice?\n- Visuelle Szene stark?\n- Kommentar-Auslöser vorhanden?\n- Rewatch/Loop möglich?\n\n### 5. Weniger AI-Bild-Slop\n\nKurzfristig:\n\n- Bildprompts strenger\n- keine Smartphone-UIs mit Text\n- keine generischen Graphen\n- mehr reale Pexels/Pixabay/B-Roll\n- KI-Bilder nur für atmosphärische Hintergründe\n\nMittelfristig:\n\n- CapCut-/TikTok-Style kinetic subtitles\n- Hook-Text groß in ersten 2 Sekunden\n- „pattern interrupt“ alle 2–3 Sekunden\n\n### 6. Analytics-Datei\n\nNach jedem Upload manuell oder automatisch speichern:\n\n```json\n{\n  \"video_id\": \"...\",\n  \"platform\": \"youtube\",\n  \"niche\": \"faith\",\n  \"format\": \"confession\",\n  \"hook\": \"...\",\n  \"duration\": 32,\n  \"views_24h\": 1200,\n  \"retention_avg\": 0.61,\n  \"likes\": 83,\n  \"comments\": 12,\n  \"follows\": 9\n}\n```\n\nDann entscheidet der Bot datenbasiert, welche Formate er weiter produziert.\n\n---\n\n## Sofortiger Brainstorm-Vorschlag\n\nIch würde als nächste Session direkt 30 Test-Ideen bauen:\n\n- 10 × Life Optimization\n- 10 × AI Life Systems\n- 10 × FaithTok\n\nJeweils mit:\n\n- Hook\n- 25–35s Script\n- Visual concept\n- Caption\n- CTA\n- Risk/quality score\n\nDanach wählen wir die besten 5 und bauen daraus die neue Bot-Formatlogik.\n\nMeine klare Empfehlung: **Wir pivotieren weg von generischen 90-Sekunden-Erklärvideos hin zu kurzen, seriellen, hook-getriebenen Identity Shorts.** Das ist deutlich näher an dem, was Follower aufbaut.",
      "reasoning": "**Finalizing brainstorm plan**\n\nI need to finalize a concise yet detailed brainstorm. I’ll mention that the token is stored and repo access is verified as private. I should summarize findings on code bottlenecks and strategic recommendations, and propose next steps. The user indicated “danach brainstormen,” so I'll present the brainstorm while inviting input. \n\nI also want to include visual frames without subtitles and advise caution about health claims. Additionally, I should mention platform algorithms and the architecture for generation and feedback, without tables. Finally, I might highlight regarding the token file mode.",
      "reasoning_content": "**Finalizing brainstorm plan**\n\nI need to finalize a concise yet detailed brainstorm. I’ll mention that the token is stored and repo access is verified as private. I should summarize findings on code bottlenecks and strategic recommendations, and propose next steps. The user indicated “danach brainstormen,” so I'll present the brainstorm while inviting input. \n\nI also want to include visual frames without subtitles and advise caution about health claims. Additionally, I should mention platform algorithms and the architecture for generation and feedback, without tables. Finally, I might highlight regarding the token file mode.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMb19vkJvEzaXbFoVI1bbTZF1U_y9AGCHGPeqVevG89tMjd49GnVxvDYHUmNe2-QOVNJLTnx3SvE-pMlEHEiKK21GBNPYKc_q-uKO4fYr1mMXSqv1UAFaMNtGd3LJ0VCMRz09s8NyRKk6cr_ktxx-pymQxXPa7SqDNPZxQBOwY1VDToqiaR_6iXLqfIFayjbAJQ36rLmNKefC1XHu_MlTrmwsLbr8hEbRyU17-pyvs5Yqq0C1UiZq9WqJ3VneD6WemmKvz-zPl8vaPcIA2dQqlQkqDrZNXnIxJd6CRhXZAV7buC1eb07hxvw-yigR3iO-jWm_kqMoLyQj7DeOTaJdoFH5pRZYvOnW_x_21FoTefN_mP4sPFp0mC4M3f6fPiP52H7AGtQWB5MEjqgAyT65EjcnET7nxjxcKZ8cJOwzH1VHNr5Qo4bk2UlEMnqPrPX5wf_ZXxGEIYty8S6nreN5W5QZbuVfVKnECNshNYjeZ2w7Tud0sdb8-wx7LTwWDpoL5YA82o6GB_mjRFzjTk2wrgEkWxfGtz4n5BrvP1VPjIwaSD2xYiX07BcSscn-FLSG2edCf_cOz-f0o0G9Tx0f3EiAYEIqPo5cNDiSt6proO_y_2sYPIaSZMUDyDr_yG6QHsNXfacPia2leNw943ZUreNRU_LThqWzgc1YHXCWbCXMRqt7yNVtZLiDnY76KRJW7Y_En1R4E5dNC2nNKSZtiyrMDxvI34FQEKzbfKz3Pxy_rsyY-30qwwZMOEIIYL4IL_AFYSeOxaavzcBXaEAgmfRynZLwPoYH0vt8qj46XE5zubEn6w3VXsfx_y9oabsA9aTaPiobGO3zP-B_GNqiLhXheQDAmOQuMVjuODc2S6eBDRAfVeZbvhzP6gWPibSyH92JD81mFTmvv5Xh1PameT5ni2LIoJ4xrJRxt78hlj7XAt09_OwgZt1xw7WYDWBoq1A2U3nhUYXAKsOhg32fkvfoiVScZWTqpJE5DsD7dy8c7TsvQExsPM1wVWfZ1aA3JoKIOJwKyLYtrMp-ZsXzFzOBAduY5VUz93fHAhniXloeVcCpsC1MuZ5w_uVXT-OAqQ0bBfVJseelcwBbIPFFXxiOnuCpNiqCl_JbZeWS-ytoVMIGF7PFLtH5vpLWmjOeOujcj5mtgL_ONosPkd_QheaEp_JmwHPboikMhOxHF9uNXa2XWzxcnfY0Qr9T1tMeRA3jVQi239YDbGiQL5Slu6YVCuR_f57dO2KgMJBQM-rFdmAop41rOGQpOY7ByxEHT0W5EjaXgrPP96vVRmqITHdIqOCCny8wJKOTtKVVytXCPcv93w83Fqw6lbKdamtzbrPflBwhj1craLrSbvUTW6OUXmdl96WjPV2a8sxbIdN0LLinO6CDtphCKuFz6LpIu5tX8-OmQHGG5sqR-_42vagq2uUmM_XcpEPB9AfBrDrjV3PG9ntGl_MpEcX1-xE35ht4rKkFcXjJkkjqWgpKQJEvcdmEHKCkQpQLS4NpS0coB64FeoUo6V9AflTNh8emBTpT-6OyQPn0pt8f0nfSsrqM9R8VOqX3OzNMRNtm6cCF7Wje6zIDofTq2grH-VlpliRhXpaaDfiF87VpR-zFRiOamW88tdFP4Qp5mJ0dJTyqu7Lk4kkhVXU-Yw9RaHrlirXKoTC1OTQciMFQmC6FqDa0_xh7E2LadGna-o0_jfyX0a9wAH3fcVylEZH70Iis4yVwVugywpd6jm-mC9Rhzs9kr_QFGu-3yLVvsImiyR3eHwYFHUetNEtDQaTOl5VEHgjGAZLfBls1i75kxY2s9seCMph_euaCgG-Jiuj8k_s2WG1ugRae80Q9Bl9V-mgEmUJ8Ze--YZrhJaHU0FpktvlUhH_pEJwlljh37CYV1eAz7oAV4B7b_-Pi1Zn5HDsDCx1c5rUINr1nI41PLugO3BXcSsduIVXtmnlU7XxqByB_mB4U8XEGrr0M77bee3eDVN23WFqFMxGIWbRepNSur_2fb9vQfb81N8T70qmOmArpZAfh-KD3U25ym2ivtW9t8uM9UkOEUQIGWBu48wErnwCw661iis_hvsqRMIKmUXpQbg4rtileLZQzXSFYy04U3ruh7U0ZgrNHifNZxrjyLzTZ7ARX2eG9svu7QAgec_l6UjYuVYIUj0l31Krct92QTGgrZIKOvfgZlrraL4lTO2Xd-V1zg2wKaT-1lfOU_WwykoVNGObsmxgqb-pBZt-hHme6iuZaVd-GEk7GxdvWEJOWqdIuT7yWQeA4y6wncZWEaMYkedY5WMPPcVoTRvs9ISA",
          "id": "rs_049e6b492e9f3d48016a10c6be2ff48191bf96c5d597fa329f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Finalizing brainstorm plan**\n\nI need to finalize a concise yet detailed brainstorm. I’ll mention that the token is stored and repo access is verified as private. I should summarize findings on code bottlenecks and strategic recommendations, and propose next steps. The user indicated “danach brainstormen,” so I'll present the brainstorm while inviting input. \n\nI also want to include visual frames without subtitles and advise caution about health claims. Additionally, I should mention platform algorithms and the architecture for generation and feedback, without tables. Finally, I might highlight regarding the token file mode."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Bestätigt, Sir. Ich habe die Vorarbeit erledigt.\n\n## Erledigt\n\n- GitHub-Token aus Google Drive-Datei `Github_AutoShortsBot_Token` geholt.\n- Lokal sicher gespeichert unter:\n\n`~/.hermes/secrets/github_autoshortsbot_token`\n\n- Datei ist mit restriktiven Rechten gespeichert (`0600`).\n- Repo-Zugriff geprüft: `Gamexgit/AutoShortsBot` erreichbar, **private**, default branch `main`.\n- Repo lokal vorbereitet unter:\n\n`~/jarvis_runtime/AutoShortsBot`\n\n- Aktueller Repo-Inhalt: praktisch leer, nur `README.md`.\n\nToken wurde nicht im Chat ausgegeben. Wir sind ja nicht bei „Passwörter ins Lagerfeuer werfen“, sehr erfreulich.\n\n---\n\n## Studierter Codebestand\n\nIch habe diese beiden Prototypen geprüft:\n\n- `~/.hermes/scripts/Auto_Shorts_Bot`\n- `~/.hermes/scripts/Auto_Video_Bot`\n\n## Was aktuell schon funktioniert\n\n### `Auto_Shorts_Bot`\n\nErzeugt vollständig synthetische Shorts:\n\n- Themenwahl aus `content_strategy.json`\n- Script/Idee via DeepSeek über NVIDIA API\n- Bilder via Flux/NVIDIA\n- Voiceover via `edge_tts`\n- Musik via `yt_dlp`\n- Rendering via MoviePy\n- Ausgabe als:\n  - Hybrid-Video\n  - Subtitled-Video\n  - Description/Caption/Hashtags\n\nDas ist schon ein respektabler MVP.\n\n### `Auto_Video_Bot`\n\nVerarbeitet bestehende Videos:\n\n- transkribiert lokal mit Whisper\n- lässt DeepSeek virale Momente auswählen\n- schneidet 3 Szenen als Best-of-Short zusammen\n- croppt auf 9:16\n\nDas ist als Repurposing-Pipeline interessant, z.B. für lange Podcasts, Predigten, Interviews, Talks, Vorträge.\n\n---\n\n## Warum die Views vermutlich schwach sind\n\nAus Code, Outputs und Sample-Frames sehe ich mehrere klare Bremsen:\n\n### 1. Zu generischer Content\n\nAktuelle Themen sind „gesund leben“, „doomscrolling“, „morning fatigue“, „digital detox“. Das ist nicht falsch — aber Social-Media bestraft generisches Wohlfühl-Coaching gnadenlos.\n\nEs wirkt wie:\n\n> „Hier sind 4 Tipps, die du schon 200-mal gehört hast.“\n\nFür Shorts brauchen wir stärker:\n\n- Meinung\n- Spannung\n- Konflikt\n- Identität\n- Story\n- Überraschung\n- Serienformat\n\n### 2. Zu lange Videos\n\nEin geprüftes Output-Video war ca. **89 Sekunden** lang.\n\nFür YouTube Shorts und TikTok ist das nicht verboten, aber für neue Accounts riskant. Am Anfang würde ich eher testen:\n\n- 18–25 Sekunden für aggressive Hook-Tests\n- 30–45 Sekunden für Value Shorts\n- 55–60 Sekunden nur bei starker Story\n\n### 3. Hook ist visuell nicht stark genug\n\nEin Sample-Frame zeigte nur abstrakte goldene Graphen. Schön, aber kein Thumb-Stopp.\n\nProblem:\n\n- kein klares Gesicht\n- kein visuelles Problem\n- keine Spannung\n- keine Text-Hook in den ersten Frames sichtbar\n- keine erkennbare Brand/Serie\n\nFür Shorts zählt die erste Sekunde. Aktuell wirkt es eher wie Stock-Footage mit Voiceover.\n\n### 4. AI-Bildfehler\n\nEin späterer Frame hatte Smartphone-App-Icons mit KI-Gibberish-Text. Solche Artefakte schreien „AI slop“ und drücken Vertrauen/Retention.\n\nFür FaithTok, KI oder Lebensoptimierung ist Glaubwürdigkeit wichtig. Billige KI-Bildartefakte sind Gift.\n\n### 5. Zu wenig menschlicher Bezug\n\nDie Pipeline erzeugt Content, aber kaum Persönlichkeit.\n\nMonetarisierbare Kanäle wachsen meistens über eine erkennbare Position:\n\n- „Der KI-Butler erklärt…“\n- „Christlicher Stoizismus für moderne Männer“\n- „1-Minute Life Systems“\n- „Was Jesus über moderne Anxiety sagen würde“\n- „KI-Tools, die normale Menschen wirklich nutzen können“\n\nAktuell fehlt noch diese wiedererkennbare Stimme.\n\n### 6. Kein Feedback-Loop\n\nDer Bot produziert Videos, aber lernt offenbar nicht aus:\n\n- Views\n- Retention\n- Like-Rate\n- Shares\n- Follows pro Video\n- Hook-Performance\n- Themen-Performance\n- CTA-Performance\n\nOhne Analytics-Loop produzieren wir blind. Charmant viktorianisch, aber ineffizient.\n\n---\n\n## Strategischer Richtungswechsel\n\nIch würde das Projekt nicht als „Video Generator“ denken, sondern als:\n\n## **Shorts Growth Engine**\n\nPipeline:\n\n1. **Trend/Idea Mining**\n   - YouTube Shorts Trends\n   - TikTok/Reddit/X Themen\n   - FaithTok Hooks\n   - AI Tool News\n   - Life-Optimization Pain Points\n\n2. **Hook Factory**\n   - 10 Hooks pro Thema generieren\n   - Hook nach Pattern klassifizieren:\n     - Contrarian\n     - Confession\n     - Warning\n     - Faith tension\n     - AI shock\n     - Before/after\n     - „Nobody tells you…“\n\n3. **Script Generator**\n   - 20–45 Sekunden\n   - klarer Spannungsbogen\n   - ein Gedanke pro Video\n   - kein „4 Tipps“-Standardbrei, außer als Serie\n\n4. **Visual Strategy**\n   - weniger abstrakte KI-Bilder\n   - mehr:\n     - realistische B-Roll\n     - kinetic captions\n     - screen recordings für KI\n     - Bible/desk/coffee/city visuals für FaithTok\n     - recurring brand templates\n\n5. **Quality Gate vor Rendering**\n   - Hook Score\n   - Novelty Score\n   - Retention Risk\n   - „Would I send this to a friend?“\n   - AI-slop detector\n\n6. **Publishing + Analytics**\n   - automatisch posten oder zumindest vorbereiten\n   - Performance pro Video speichern\n   - nächste Themen anhand echter Daten priorisieren\n\n---\n\n## Beste Content-Nischen aus deinen Ideen\n\n### 1. KI für normale Menschen\n\nSehr monetarisierbar.\n\nFormate:\n\n- „1 KI-Tool, das dir 30 Minuten spart“\n- „Diese KI-Automation ersetzt keine Menschen — aber schlechte Prozesse“\n- „Ich habe ChatGPT gebeten, meinen Alltag zu retten“\n- „3 Prompts, die dein Gehirn entlasten“\n- „KI erklärt für Väter, Manager, Christen, Unternehmer“\n\nVorteil:\n\n- Affiliate möglich\n- Kurse möglich\n- hohe CPM-Nähe\n- Sir/JARVIS-Projekt als natürliche Autorität\n\nNachteil:\n\n- stark umkämpft\n- braucht Aktualität\n\n### 2. Life Optimization\n\nGut, aber nur mit klarer Marke.\n\nNicht generisch „drink more water“.\n\nBesser:\n\n- „Micro-systems for chaotic adults“\n- „Anti-burnout routines for high-responsibility people“\n- „1-Minute Ordnung im Kopf“\n- „Was ich mache, wenn mein Gehirn 47 Tabs offen hat“\n- „Systems, not motivation“\n\nVorteil:\n\n- breit\n- dauerhaft\n- passt zu persönlicher Marke\n\nNachteil:\n\n- schnell austauschbar, wenn nicht pointiert\n\n### 3. Christian Faith / FaithTok\n\nSehr spannend, weil emotional, identitätsstark und communityfähig.\n\nFormate:\n\n- „A verse for people who are tired of pretending“\n- „Jesus was not impressed by performative productivity“\n- „When anxiety says X, scripture says Y“\n- „Christian men need discipline, not performance“\n- „Faith when God feels silent“\n- „Stoicism is close. Christ goes deeper.“\n\nVorteil:\n\n- starke Community\n- hohe Kommentarwahrscheinlichkeit\n- klare Identität\n- weniger abhängig von News\n\nNachteil:\n\n- Tonalität muss extrem sorgfältig sein\n- nicht kitschig, nicht belehrend, nicht cringe\n\nMein Bauchgefühl: **Faith + Life Optimization + AI** als Dreieck ist stark.\n\nNicht drei getrennte Kanäle am Anfang, sondern eine klare Position:\n\n> „Modern life, disciplined by faith, amplified by AI.“\n\nOder zugänglicher:\n\n> „Faith, focus, and AI systems for a better life.“\n\n---\n\n## Konkrete Kanal-Positionierungen\n\n### Option A: **Faith & Focus**\n\nZielgruppe:\nChristliche Männer/Frauen 20–45, überfordert von digitalem Leben, suchen Klarheit.\n\nContent:\n- FaithTok\n- Disziplin\n- Anxiety\n- Digital detox\n- Sinn\n- Gebet/Routinen\n\nMonetarisierung:\n- Newsletter\n- Devotional PDFs\n- Habit Tracker\n- Coaching/Affiliate später\n\n### Option B: **AI Life Systems**\n\nZielgruppe:\nBerufstätige, Selbständige, Väter/Mütter, Wissensarbeiter.\n\nContent:\n- KI-Automationen\n- Alltagssysteme\n- Prompting\n- Produktivität ohne Hustle-Bullshit\n\nMonetarisierung:\n- Templates\n- Notion/Obsidian Systeme\n- Affiliate\n- Mini-Kurse\n\n### Option C: **Christian AI Butler**\n\nEtwas spezieller, aber merkfähig.\n\nContent:\n- „How I use AI without letting it own my soul“\n- „AI productivity, Christian priorities“\n- „Tools for stewardship, not dopamine“\n- „Digital discipline“\n\nDas wäre ziemlich einzigartig.\n\n---\n\n## Meine Empfehlung\n\nFür den Start würde ich **nicht** 20 Formate bauen.\n\nIch würde 3 Serien testen:\n\n### Serie 1: **60 Sekunden weniger Chaos**\n\nDeutsch oder Englisch, Life Optimization.\n\nBeispiele:\n\n- „Wenn dein Kopf morgens schon voll ist: mach das“\n- „Der einfachste Weg, dein Handy weniger zu hassen“\n- „Du brauchst keine Motivation. Du brauchst Reibung.“\n\n### Serie 2: **Faith for the Overloaded**\n\nFaithTok, emotionaler.\n\nBeispiele:\n\n- „God is not asking you to perform your exhaustion“\n- „A prayer for when your mind won’t stop“\n- „You are not behind. You are being formed.“\n\n### Serie 3: **AI, aber menschlich**\n\nKI praktisch und wertorientiert.\n\nBeispiele:\n\n- „Diese KI-Routine spart mir jeden Morgen 20 Minuten“\n- „3 Prompts gegen mental overload“\n- „Use AI like a servant, not like a god.“\n\n---\n\n## Technische Verbesserungen für den Bot\n\nIch würde als nächste Ausbaustufe vorschlagen:\n\n### 1. Neues Projekt sauber ins GitHub-Repo migrieren\n\nNicht einfach die Skripte stumpf kopieren, sondern sauber strukturieren:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    idea/\n    script/\n    render/\n    assets/\n    analytics/\n    publishing/\n  configs/\n    niches/\n    formats/\n  data/\n    performance/\n  scripts/\n  tests/\n  README.md\n  .gitignore\n  pyproject.toml\n```\n\n### 2. `.env` und Secrets sauber ausschließen\n\nAktuell liegt `.env` im Prototyp-Ordner. Ins Repo darf davon nichts.\n\n### 3. Content-Engine statt Hardcoded Prompt\n\nNeue Konzepte:\n\n- `niche`: ai / faith / life\n- `format`: confession / contrarian / tutorial / prayer / list / story\n- `duration`: 20 / 35 / 55 sec\n- `platform`: TikTok / YouTube Shorts\n- `language`: DE / EN\n\n### 4. Hook-Scoring einbauen\n\nVor Rendering muss jedes Script bewertet werden:\n\n- Hook in ersten 1.5 Sekunden?\n- Ein klarer emotionaler Schmerz?\n- Kein generischer Advice?\n- Visuelle Szene stark?\n- Kommentar-Auslöser vorhanden?\n- Rewatch/Loop möglich?\n\n### 5. Weniger AI-Bild-Slop\n\nKurzfristig:\n\n- Bildprompts strenger\n- keine Smartphone-UIs mit Text\n- keine generischen Graphen\n- mehr reale Pexels/Pixabay/B-Roll\n- KI-Bilder nur für atmosphärische Hintergründe\n\nMittelfristig:\n\n- CapCut-/TikTok-Style kinetic subtitles\n- Hook-Text groß in ersten 2 Sekunden\n- „pattern interrupt“ alle 2–3 Sekunden\n\n### 6. Analytics-Datei\n\nNach jedem Upload manuell oder automatisch speichern:\n\n```json\n{\n  \"video_id\": \"...\",\n  \"platform\": \"youtube\",\n  \"niche\": \"faith\",\n  \"format\": \"confession\",\n  \"hook\": \"...\",\n  \"duration\": 32,\n  \"views_24h\": 1200,\n  \"retention_avg\": 0.61,\n  \"likes\": 83,\n  \"comments\": 12,\n  \"follows\": 9\n}\n```\n\nDann entscheidet der Bot datenbasiert, welche Formate er weiter produziert.\n\n---\n\n## Sofortiger Brainstorm-Vorschlag\n\nIch würde als nächste Session direkt 30 Test-Ideen bauen:\n\n- 10 × Life Optimization\n- 10 × AI Life Systems\n- 10 × FaithTok\n\nJeweils mit:\n\n- Hook\n- 25–35s Script\n- Visual concept\n- Caption\n- CTA\n- Risk/quality score\n\nDanach wählen wir die besten 5 und bauen daraus die neue Bot-Formatlogik.\n\nMeine klare Empfehlung: **Wir pivotieren weg von generischen 90-Sekunden-Erklärvideos hin zu kurzen, seriellen, hook-getriebenen Identity Shorts.** Das ist deutlich näher an dem, was Follower aufbaut."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10c6c520e08191a5f4a425037fcce4",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Das hört sich gut an. Ok entwickle die test-ideen und schlag mir die nächsten schritte vor. Prüfe zudem die anforderungen für monetarisierung auf youtube und tiktok (mindest videolänge usw.), kommen noch andere kanäle in frage? Was benötigt du von mir dass du die videos selbstständig posten kannst? (Jeweils vorab per telegram am mich, sodass ich es mir anschauen kann und dir danach eine freigabe erteilen kann)."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_2oh3JY5Q7V1TDdNDGvSI5M6z",
          "call_id": "call_2oh3JY5Q7V1TDdNDGvSI5M6z",
          "response_item_id": "fc_049e6b492e9f3d48016a10c9fbf72481918eaf59ab0e98f511",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"~/jarvis_memory/33_autoshortsbot.md\",\"limit\":200}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Exploring fan funding and revenue**\n\nI’m examining fan funding options, noting that 500 subscribers, 3 uploads, or 3 million Shorts views are thresholds for lower funding. With Shorts having no minimum video length, they might be more accessible as they’re just 3 minutes or less as of October 2024. I also see TikTok’s Creator Rewards criteria: needing 10k followers and 100k views in the last 30 days, along with eligibility requirements. I’ll check official web pages for more details!",
      "reasoning_content": "**Exploring fan funding and revenue**\n\nI’m examining fan funding options, noting that 500 subscribers, 3 uploads, or 3 million Shorts views are thresholds for lower funding. With Shorts having no minimum video length, they might be more accessible as they’re just 3 minutes or less as of October 2024. I also see TikTok’s Creator Rewards criteria: needing 10k followers and 100k views in the last 30 days, along with eligibility requirements. I’ll check official web pages for more details!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMn80KuCpY4LhRtM6EHC9SN74GYevr2A5XFu_HAsmgI7Uq8cX6UbUmG4-bdlJmXkOFWiE4P4binyTF9kjUfakWnWCIeiJ-JlZPBSsvSNeTyBz8WgylVrxVOX7hIWgDKYS4HUQpG_0IoK3SQn1vqEla9pGs_MPbk89OC1m_RubES-rxs5869E6r7PR1Da6vLPAked7LDbhy5tf2S8fkF2TMQNXbNAygGEaqqkFGPV3NQ0Ps7gitoqxDE1UCDs1wz5LqzQCXDKfWinITCjuLBxJVQ8TYbnAU55O7UP5Ic4_dmApSwtgEHirzrlGkE2fkbwoUiXsCVo-6eLZq_6SR_FgaXMj3uPnpqcDk0jL-lJKRM_04wL4DkmilTK8ILZavMgNtIkG2oo0L4FhtiE6hSERfuga71F8frWN6f1tYqvQZqGX0C3wMIp6kMrnY44Jp6mHdXBi5VPVST4kYfxclksU4oVTSTYOQ7sv9xEpQp5Xpu4hYfFRkkd2G8wMnMw0865yvowQHgKOCYmHIrMjQDZBOYtLv5ByFZRBzpjGMM7GmUfiaPOTGQESgP0fSrbsHlj3yk01-PfiUBIFgO6MgBpInqRHsDYJrsQbzzq-SrMjSakz4GBy1UoLYV9Os2-eStjBRPs6YijsQOVpaE8W0ZWnLN95Ak7ADeCM9YFbLeBEgj7lKyNE9eshWlFHm0A06ubLUBDJ9PcCBdu0MJ6lcr2ujyc0cdIGe5Qh1K0l9SHVHr_cza1sbb-pYqmVtqHHPidU9o9kzglGpNrBFmYsyD0m_3-19B3tuzKLzj4lFi4YA5oOrW5ypXpM852IvSc9CYUC7yNyKhya4p6Warqr7g4bv_i_eiGN1MnqgTNCGU8I_PWzOIgE3TU4FJYHWgrk4SRWplWrfWBXxfgVb1SY02z-CqgSZxGCVG6IDo664uGunxF9Uty1_uCZLU5VH16RRPpKP2Di3_vglSxlvGpIdX59SkgLi5jMIS0cJ9O6ABz-jI19RII1YMYJPGjPgCdfZigbOBDjfi1HKHOCkxiy07grmj-qlTVLZLwDNDs3_u4rM_UDAtR2f4uPtdPXBWGyGQgsXZD81STsJJIo92cHJFBpw1z_vWFMxCL0G8LXkk8qjqiJ36eEk2wQqceWG2Sxnr6megvYXMrpT9MrkF2wk4ps8BOklrTizOnpXhRU7hg6-UlnyLXVrdekSpXX_2MzEWUXjcxdzSOGu7xXFULKSQA1c8mGIUjIJfAmdZTl0uXyqgXvEGrTOR76Hc4gLBuuv89gEy_wqHqfzURhB7ysWggNixo58CO-OUc13hstxhywAiX2nCPrJ4rrt7Apqfbskl1KdWmOotyixQsIv6ap8wlgiyMLQVjqTyrHAdh7Q2WkLmAxZPuOUVQQnzatdqywDoZPNJuYT3Q6dGpDVaGjPT_bWSjJSs0vnef6XFSZFTcnCzxk9ggurwusls6mYTN5Fi1OkRIcR7FoLK7aZRb9fAZJtTswPNSmZ1znlckFrVHlt4OKzOgti9lMk4_O3zYc900-2MSebc9MCjT8DPqnFWymP-3a6b9-I-CD7eVpyluhJqnfV3-sxtfhDzP4O1yf1NHy3gTYcxz2-vmQKGzMFHfo_QxYqOAuS5J8AA5xnc7DHxDtSNPu-ERz1kpiH-si7AmLGiJtKhYXhYyyH1OLu4SpV9X03t8DCbgnG_VhFSMRMgb2wPAR0ecfcLMhi1G3taTrLB39EgA84o19IXkePYv2WjQ-7J26W10d-9LVtKlicFCEELhA-z6ljf2E_PO6WtlezcDOW0_UThrIhTjWq666RXHUxL_jekL4u5DjT3_lbsNLYkB--N2jA-CFcCTrmkhQ-QqYzOmiB2NlDQvIhIuQ631hzD3bYoSR6kwT9VrF7p6hs3DH0YhoJCuZvfbADHv8RCQEpKokFQMSAb6wN_BPh3s1577KrkhcZ8w9oKHOfKcICW4DNDeU1536iziKzEUzC9Dn2Az-qP5tt3NY05-w0seoS9PgMZ5zPtifqRmKAtPkbfNp_3Pm3gbtT7BamEWy_6RrjadJHXokiPeGAPpp5JDggKx8A42zlx3cHngMEV4XZj7hlbDwNZpVUzRi3Mz2NcSTOP_vEsnE90Wapdg5_DXtIGhWOgrCGD9zlHdB_hlMN-ufJQynRh0DNaj4a78Js9sV1KPRqjLnCYEcnRc0NmbFxYKoIYNG-mypIzoMLM5hfUO0Y7s8i3FG2RXWSU0drY6f1I3RDu7xV9dBaaoTYd9oY6MPj_vscPMUW3qjmKJbgXxYDBWCSCB73F2tvMDsRNDMhxf07jLO5-2upOuxY5ISBikHIbewNXH1YUQBGCxlrpffnY4QKSKB3-L-WuRq99a5rK3ShpbB4ZiGTbCWV1l1ZV3UqRdhIwPNj_dOfuDGBVE7Ud2hQVkVsit3E4_MFxx4Hh8XW7XKdWmBY3b1dy0gynhfbW1hIazIgHQc9d1-_DXQX8Kl_Ce2wKB3v-eQss95bhUyxTZfTKS5ur_C9muedDP5XbjyjwPFXEKLr0154XI1JaQ4VtIpDmpAs5uEg2OjGLr7sLF0JUd-MF8GnuPeZK-UrVc_KcNd0SBCDQg64Zsv75ITzO2-sYagbw1l4ts5u9x39kUoZJBAxzDIyf5aGvxUuzmJKEfePthro2kC28f6guA4elbT8xQJjAJALmZ8PugaaGm-J6GyIHUnbTY4A==",
          "id": "rs_049e6b492e9f3d48016a10c9f2faf88191af3575acaa2b5c6e",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Exploring fan funding and revenue**\n\nI’m examining fan funding options, noting that 500 subscribers, 3 uploads, or 3 million Shorts views are thresholds for lower funding. With Shorts having no minimum video length, they might be more accessible as they’re just 3 minutes or less as of October 2024. I also see TikTok’s Creator Rewards criteria: needing 10k followers and 100k views in the last 30 days, along with eligibility requirements. I’ll check official web pages for more details!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|# 33 AutoShortsBot\\n     2|_Last updated: 2026-05-22_\\n     3|\\n     4|## Purpose\\n     5|Durable project card for **AutoShortsBot**: automated creation of social-media shorts.\\n     6|\\n     7|## Load when\\n     8|- Work concerns the AutoShortsBot project, its architecture, code, repository, automations, or content-generation pipeline.\\n     9|- User asks to continue planning or implementation of automated Social-Media-Shorts generation.\\n    10|\\n    11|## Stable facts\\n    12|- Telegram topic/session: **AutoShortsBot**, `JARVIS Command Center`, thread id `4850`.\\n    13|- Topic target: `telegram:-1003907117629:4850`.\\n    14|- User requested that AutoShortsBot project discussion be handled as its own session and answered only in this topic.\\n    15|- GitHub repository: `https://github.com/Gamexgit/AutoShortsBot`.\\n    16|- Repository status at project start: empty.\\n    17|- Future AutoShortsBot code should be stored in this repository.\\n    18|- Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n    19|- Local GitHub token cache: `~/.hermes/secrets/github_autoshortsbot_token` with file mode `0600`; contains the token only, never print it.\\n    20|- Existing prototype script roots: `~/.hermes/scripts/Auto_Shorts_Bot` and `~/.hermes/scripts/Auto_Video_Bot`.\\n    21|- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\\n    22|\\n    23|## Secret-handling rules\\n    24|- Do not print, paste, or store the raw token in chat, repo, or memory.\\n    25|- Retrieve the token only when needed for GitHub operations, use it as an environment variable/runtime secret, and redact command output.\\n    26|- Never commit credentials, generated secrets, local `.env` files, or token files.\\n    27|\\n    28|## Initial project direction\\n    29|- Build a system for automated creation of Social-Media-Shorts.\\n    30|- Keep implementation artifacts in the AutoShortsBot GitHub repo once code is created.\\n    31|\", \"total_lines\": 30, \"file_size\": 1758, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_2oh3JY5Q7V1TDdNDGvSI5M6z"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_MWu1moqqExt3b2cOtHpKBNtb",
          "call_id": "call_MWu1moqqExt3b2cOtHpKBNtb",
          "response_item_id": "fc_049e6b492e9f3d48016a10c9ffe838819184c918e6ff8f4361",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"youtube-content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"youtube-content\", \"description\": \"YouTube transcripts to summaries, threads, blogs.\", \"tags\": [], \"related_skills\": [], \"content\": \"---\\nname: youtube-content\\ndescription: \\\"YouTube transcripts to summaries, threads, blogs.\\\"\\nplatforms: [linux, macos, windows]\\n---\\n\\n# YouTube Content Tool\\n\\n## When to use\\n\\nUse when the user shares a YouTube URL or video link, asks to summarize a video, requests a transcript, or wants to extract and reformat content from any YouTube video. Transforms transcripts into structured content (chapters, summaries, threads, blog posts).\\n\\nExtract transcripts from YouTube videos and convert them into useful formats.\\n\\n## Setup\\n\\n```bash\\npip install youtube-transcript-api\\n```\\n\\n## Helper Script\\n\\n`SKILL_DIR` is the directory containing this SKILL.md file. The script accepts any standard YouTube URL format, short links (youtu.be), shorts, embeds, live links, or a raw 11-character video ID.\\n\\n```bash\\n# JSON output with metadata\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"https://youtube.com/watch?v=VIDEO_ID\\\"\\n\\n# Plain text (good for piping into further processing)\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --text-only\\n\\n# With timestamps\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --timestamps\\n\\n# Specific language with fallback chain\\npython3 SKILL_DIR/scripts/fetch_transcript.py \\\"URL\\\" --language tr,en\\n```\\n\\n## Output Formats\\n\\nAfter fetching the transcript, format it based on what the user asks for:\\n\\n- **Chapters**: Group by topic shifts, output timestamped chapter list\\n- **Summary**: Concise 5-10 sentence overview of the entire video\\n- **Chapter summaries**: Chapters with a short paragraph summary for each\\n- **Thread**: Twitter/X thread format — numbered posts, each under 280 chars\\n- **Blog post**: Full article with title, sections, and key takeaways\\n- **Quotes**: Notable quotes with timestamps\\n\\n### Example — Chapters Output\\n\\n```\\n00:00 Introduction — host opens with the problem statement\\n03:45 Background — prior work and why existing solutions fall short\\n12:20 Core method — walkthrough of the proposed approach\\n24:10 Results — benchmark comparisons and key takeaways\\n31:55 Q&A — audience questions on scalability and next steps\\n```\\n\\n## Workflow\\n\\n1. **Fetch** the transcript using the helper script with `--text-only --timestamps`.\\n2. **Validate**: confirm the output is non-empty and in the expected language. If empty, retry without `--language` to get any available transcript. If still empty, tell the user the video likely has transcripts disabled.\\n3. **Chunk if needed**: if the transcript exceeds ~50K characters, split into overlapping chunks (~40K with 2K overlap) and summarize each chunk before merging.\\n4. **Transform** into the requested output format. If the user did not specify a format, default to a summary.\\n5. **Verify**: re-read the transformed output to check for coherence, correct timestamps, and completeness before presenting.\\n\\n## Error Handling\\n\\n- **Transcript disabled**: tell the user; suggest they check if subtitles are available on the video page.\\n- **Private/unavailable video**: relay the error and ask the user to verify the URL.\\n- **No matching language**: retry without `--language` to fetch any available transcript, then note the actual language to the user.\\n- **Dependency missing**: run `pip install youtube-transcript-api` and retry.\\n\", \"path\": \"media/youtube-content/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/media/youtube-content\", \"linked_files\": {\"references\": [\"references/output-formats.md\"], \"scripts\": [\"scripts/fetch_transcript.py\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\"}",
      "tool_call_id": "call_MWu1moqqExt3b2cOtHpKBNtb"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_0gD4Mx6TfKD1SZ13qfZpSRRx",
          "call_id": "call_0gD4Mx6TfKD1SZ13qfZpSRRx",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca031c2c8191a7387d079babfc49",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://support.google.com/youtube/answer/72851\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMoDNZIvMgPE5wPnX8g9bZ3dcBjCBobFoK9VNRLg1RD74iy-0fV_9Hv0HaHifeC1A2V0LBjZXV5QxjfsBA0aDScojvI3AU8-ka2Mv2lmURO_OECeFKqoadv0LCtweocbwFRCarc3hcYi-w79nRcR2xJ64q5IJ8Ps1WktVYzA8MuSUuAZPCNkfVC_rYxf0TgBLR_GIpDgRJuLC6P5WPq4zjSgILqcomrQofuOdmqDT5n4V554MlLwgcCSRa5WtAsPk-yaJAGU2-pqGhnvAZ9-slHmktxaWl-CzY_szctjac_ykCDoXAZgs_TtENw82Z3oqqD9KEqp2FnaxZy4gh_yKLh21_tEW2qr4Ho3ydYmEuJqWGZEU4_W3mfIiIFwFikkppaGYjOqxETroNJLMm9ohn8UH3hjQRyp5dUNqimToO9juDm0k6av3Hecf35Z77TzA2BJ0esRzwUGqFOPGheGu5jfum3ICTOEEajMxTXd_mVEH3n_a_NLCYQKFGFDCxHQB8nCtI_p7A1xrrEGCM7eU3hbZw95gNleJ1UrD5X8dF_mIh9gMx2LU4JKXkYzIRw8lNFqOv1bv0xGY-459ur2o-c2PSIUgWZlg89ATQvAEdvbL_wAXUrujjs87Ifw0VsSRLwDI_xztlnzvUO4BpTLVeEuoosjNG-X3phPdk_bvf1NaZFID_9gupoN_U1fwdMAjqiearwJPreafNvXMs-ySSRm3UL9JxszkDeM2UjtlYnT5j7YS5RZdwSWeXkHWaMCsn9G_grNRDCuamo8ISy20S8Qd9M78ONAMGHHlCULgi7YnwBPfwehoXqAN9-BbeoYHaSOJ-vKZi9F9xSweiYknHmW9SsAmtRmS3lcbubo_ZMLyMILMw9KJ-SRSOjx2FED6hBph6-jIgAtfimWnQsFyKdf2wwDZsE1dU2ZqE8yVdQAGX1hDanuv017IYarnU0nLicJ6uHBAssU1YdcF_nsWomBNA==",
          "id": "rs_049e6b492e9f3d48016a10ca01e56081918b991d65c28de18f",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://support.google.com/youtube/answer/72851\", \"title\": \"YouTube-Partnerprogramm: Überblick und Voraussetzungen - Computer - YouTube-Hilfe\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \"- generic\\n  - link \\\"Zum Hauptinhalt springen\\\" [ref=e1]\\n  - generic\\n    - banner\\n      - generic\\n        - button \\\"Hauptmenü\\\" [expanded=false, ref=e8]\\n          - image\\n        - link \\\"YouTube-Hilfe\\\" [ref=e18]\\n        - search\\n          - combobox \\\"Hier bitte Frage eingeben\\\" [expanded=false, ref=e24]\\n          - button \\\"Suchen in der Hilfe\\\" [ref=e19]\\n            - image\\n        - generic\\n          - button \\\"Google-Apps\\\" [expanded=false, ref=e28]\\n            - StaticText \\\"  \\\"\\n          - link \\\"Anmelden\\\" [ref=e20]\\n            - StaticText \\\"  \\\"\\n            - StaticText \\\"Anmelden\\\"\\n    - navigation \\\"Support page navigation bar\\\" [ref=e2]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Hilfe\\\" [ref=e25]\\n        - listitem [level=1]\\n          - link \\\"Community\\\" [ref=e26]\\n        - listitem [level=1]\\n          - link \\\"Tipps für Creator\\\" [ref=e27]\\n      - link \\\"YouTube (In neuem Fenster öffnen)\\\" [ref=e6]\\n        - StaticText \\\"YouTube\\\"\\n        - image\\n    - navigation \\\"Obere Navigationsleiste\\\" [ref=e3]\\n      - tablist\\n        - tab \\\"Problembehebung\\\" [ref=e9]\\n        - tab \\\"Videos ansehen\\\" [ref=e10]\\n        - tab \\\"Konto und Einstellungen verwalten\\\" [ref=e11]\\n        - tab \\\"YouTube mit Elternaufsicht\\\" [ref=e12]\\n        - tab \\\"YouTube Premium\\\" [ref=e13]\\n        - tab \\\"Kanal erstellen und ausbauen\\\" [ref=e14]\\n        - tab \\\"Mit dem YouTube-Partnerprogramm Einnahmen erzielen\\\" [ref=e15]\\n        - tab \\\"Richtlinien, Sicherheit und Urheberrecht\\\" [ref=e16]\\n    - generic \\\"Benachrichtigung\\\" [ref=e4] focusable [tabindex]\\n      - generic [ref=e7] focusable [tabindex]\\n        - paragraph\\n          - StaticText \\\"Folge \\\"\\n          - link \\\"@TeamYouTube auf X Opens in new window\\\" [ref=e21]\\n            - StaticText \\\"@TeamYouTube auf X\\\"\\n            - StaticText \\\"Opens in new window\\\"\\n          - StaticText \\\", um aktuelle Informationen und Antworten auf deine Fragen auf Französisch/Russisch zu erhalten. Wir helfen dir gern weiter!\\\"\\n        - button \\\"Schließen\\\" [ref=e17]\\n    - generic\\n      - main\\n        - generic\\n          - generic\\n            - article\\n              - generic\\n                - heading \\\"YouTube-Partnerprogramm: Überblick und Voraussetzungen\\\" [level=1, ref=e34]\\n                - generic\\n                  - paragraph\\n                  - region \\\"Benachrichtigung\\\" [ref=e35]\\n                    - paragraph\\n                      - StaticText \\\"Wir haben das YouTube-Partnerprogramm (YPP) erweitert und ermöglichen nun einen früheren Zugriff auf Fan-Funding- und Shopping-Funktionen. Dadurch können noch mehr Creator am YPP teilnehmen. Das erweiterte YouTube-Partnerprogramm ist bereits für berechtigte Creator in \\\"\\n                      - link \\\"diesen Ländern und Regionen\\\" [ref=e64]\\n                      - StaticText \\\" verfügbar. Wenn du in einem dieser Länder oder einer dieser Regionen wohnst, findest du \\\"\\n                      - link \\\"in diesem Artikel\\\" [ref=e65]\\n                      - StaticText \\\" weitere Informationen zu den Änderungen am YPP.\\\"\\n                    - paragraph\\n                      - StaticText \\\"Wenn du dich nicht in einem dieser \\\"\\n                      - link \\\"Länder oder Regionen\\\" [ref=e66]\\n                      - StaticText \\\" befindest, ändert sich nichts für dich am YouTube-Partnerprogramm.\\\"\\n                    - paragraph\\n                      - link \\\"Hier kannst du prüfen\\\" [ref=e67]\\n                      - StaticText \\\", ob du die Voraussetzungen für eine Teilnahme am erweiterten YouTube-Partnerprogramm erfüllst. Wenn das noch nicht der Fall ist, kannst du in YouTube Studio im Bereich \\\"\\n                      - link \\\"Einnahmen Opens in new window\\\" [ref=e68]\\n                        - StaticText \\\"Einnahmen\\\"\\n                        - StaticText \\\"Opens in new window\\\"\\n                      - StaticText \\\" die Option \\\"\\n                      - strong\\n                        - StaticText \\\"Benachrichtigungen erhalten\\\"\\n                      - StaticText \\\" auswählen. Du bekommst dann eine E-Mail, sobald die YPP-Änderungen in deinem Land eingeführt wurden und du die Mindestvoraussetzungen erfüllst.\\\"\\n                      - LineBreak \\\"\\\\n\\\"\\n                  - paragraph\\n                    - StaticText \\\"Mit dem YouTube-Partnerprogramm (YPP) erhalten Creator einen umfassenderen Zugriff auf die Monetarisierungsfunktionen und Möglichkeiten von YouTube sowie Hilfe von unserem \\\"\\n                    - link \\\"Creator-Supportteam\\\" [ref=e48]\\n                    - StaticText \\\". Außerdem werden sie an den Umsätzen aus den Anzeigen in ihren Videos beteiligt. In diesem Artikel findest du weitere Informationen zu den Funktionen, Teilnahmevoraussetzungen und zur Bewerbung.\\\"\\n                  - paragraph\\n                    - Iframe \\\"YouTube-Partnerprogramm: Auf YouTube Einnahmen erzielen\\\" [ref=e49] clickable [cursor:pointer]\\n                      - generic\\n                        - generic \\\"YouTube-Videoplayer\\\"\\n                        - generic\\n                          - generic\\n                            - button \\\"Video abspielen\\\" [ref=e82]\\n                          - button \\\"Steuerelemente des Videoplayers ausblenden\\\" [ref=e81]\\n                          - generic\\n                          - link \\\"YouTube-Partnerprogramm: Auf YouTube Einnahmen erzielen\\\" [ref=e83]\\n                          - link \\\"YouTube Creators DE\\\" [ref=e84]\\n                          - generic\\n                            - button [ref=e86]\\n                          - generic\\n                            - button \\\"Teilen\\\" [ref=e87]\\n                            - link \\\"Auf YouTube ansehen\\\" [ref=e85]\\n                  - generic\\n                    - StaticText \\\"Abonniere den \\\"\\n                    - link \\\"YouTube Creators-Kanal Opens in new window\\\" [ref=e50]\\n                      - StaticText \\\"YouTube Creators-Kanal\\\"\\n                      - StaticText \\\"Opens in new window\\\"\\n                    - StaticText \\\", um über Videos mit den neuesten Nachrichten, Updates und Tipps auf dem Laufenden zu bleiben.\\\"\\n                  - generic\\n                    - StaticText \\\"Du möchtest dich für das YPP bewerben, benötigst aber zuerst Hilfe beim Aufbau eines Publikums? Sieh dir dazu unsere \\\"\\n                    - link \\\"Tipps zum Aufbau einer Fanbase\\\" [ref=e69]\\n                    - StaticText \\\" und unsere \\\"\\n                    - link \\\"Tipps für das YouTube-Partnerprogramm\\\" [ref=e70]\\n                    - StaticText \\\" an.\\\"\\n                  - heading \\\"Teilnahmevoraussetzungen\\\" [level=2, ref=e36]\\n                    - StaticText \\\"Teilnahmevoraussetzungen\\\"\\n                  - list\\n                    - listitem [level=1]\\n                      - ListMarker \\\"1. \\\"\\n                      - StaticText \\\"Deine Inhalte entsprechen den \\\"\\n                      - link \\\"Richtlinien für die Monetarisierung von YouTube-Kanälen\\\" [ref=e71]\\n                      - StaticText \\\".\\\"\\n                      - list\\n                        - listitem [level=2]\\n                          - StaticText \\\"•\\\"\\n                          - StaticText \\\"Diese Richtlinien umfassen die verschiedenen Bestimmungen dazu, wie du auf YouTube Einnahmen erzielen kannst. Wenn du eine Partnervereinbarung mit YouTube akzeptierst, verpflichtest du dich, diese Richtlinien einzuhalten.\\\"\\n                    - listitem [level=1]\\n                      - ListMarker \\\"2. \\\"\\n                      - StaticText \\\"Das YouTube-Partnerprogramm ist \\\"\\n                      - link \\\"in deinem Land oder deiner Region verfügbar\\\" [ref=e72]\\n                      - StaticText \\\".\\\"\\n                    - listitem [level=1]\\n                      - ListMarker \\\"3. \\\"\\n                      - StaticText \\\"Für deinen Kanal liegen keine aktiven \\\"\\n                      - link \\\"Verwarnungen wegen eines Verstoßes gegen die Community-Richtlinien\\\" [ref=e73]\\n                      - StaticText \\\" vor.\\\"\\n                    - listitem [level=1]\\n                      - ListMarker \\\"4. \\\"\\n\\n[... 103 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 94}",
      "tool_call_id": "call_0gD4Mx6TfKD1SZ13qfZpSRRx"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_impWYiMzMuiEktmoIjhzyo3Q",
          "call_id": "call_impWYiMzMuiEktmoIjhzyo3Q",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca08646c819189ed86859e49f799",
          "type": "function",
          "function": {
            "name": "browser_snapshot",
            "arguments": "{\"full\":true}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"snapshot\": \"- generic\\n  - link \\\"Zum Hauptinhalt springen\\\" [ref=e1]\\n  - generic\\n    - banner\\n      - generic\\n        - button \\\"Hauptmenü\\\" [expanded=false, ref=e8]\\n          - image\\n        - link \\\"YouTube-Hilfe\\\" [ref=e18]\\n        - search\\n          - combobox \\\"Hier bitte Frage eingeben\\\" [expanded=false, ref=e24]\\n          - button \\\"Suchen in der Hilfe\\\" [ref=e19]\\n            - image\\n        - generic\\n          - button \\\"Google-Apps\\\" [expanded=false, ref=e28]\\n            - StaticText \\\"  \\\"\\n          - link \\\"Anmelden\\\" [ref=e20]\\n            - StaticText \\\"  \\\"\\n            - StaticText \\\"Anmelden\\\"\\n    - navigation \\\"Support page navigation bar\\\" [ref=e2]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Hilfe\\\" [ref=e25]\\n        - listitem [level=1]\\n          - link \\\"Community\\\" [ref=e26]\\n        - listitem [level=1]\\n          - link \\\"Tipps für Creator\\\" [ref=e27]\\n      - link \\\"YouTube (In neuem Fenster öffnen)\\\" [ref=e6]\\n        - StaticText \\\"YouTube\\\"\\n        - image\\n    - navigation \\\"Obere Navigationsleiste\\\" [ref=e3]\\n      - tablist\\n        - tab \\\"Problembehebung\\\" [ref=e9]\\n        - tab \\\"Videos ansehen\\\" [ref=e10]\\n        - tab \\\"Konto und Einstellungen verwalten\\\" [ref=e11]\\n        - tab \\\"YouTube mit Elternaufsicht\\\" [ref=e12]\\n        - tab \\\"YouTube Premium\\\" [ref=e13]\\n        - tab \\\"Kanal erstellen und ausbauen\\\" [ref=e14]\\n        - tab \\\"Mit dem YouTube-Partnerprogramm Einnahmen erzielen\\\" [ref=e15]\\n        - tab \\\"Richtlinien, Sicherheit und Urheberrecht\\\" [ref=e16]\\n    - generic \\\"Benachrichtigung\\\" [ref=e4] focusable [tabindex]\\n      - generic [ref=e7] focusable [tabindex]\\n        - paragraph\\n          - StaticText \\\"Folge \\\"\\n          - link \\\"@TeamYouTube auf X Opens in new window\\\" [ref=e21]\\n            - StaticText \\\"@TeamYouTube auf X\\\"\\n            - StaticText \\\"Opens in new window\\\"\\n          - StaticText \\\", um aktuelle Informationen und Antworten auf deine Fragen auf Französisch/Russisch zu erhalten. Wir helfen dir gern weiter!\\\"\\n        - button \\\"Schließen\\\" [ref=e17]\\n    - generic\\n      - main\\n        - generic\\n          - generic\\n            - article\\n              - generic\\n                - heading \\\"YouTube-Partnerprogramm: Überblick und Voraussetzungen\\\" [level=1, ref=e34]\\n                - generic\\n                  - paragraph\\n                  - region \\\"Benachrichtigung\\\" [ref=e35]\\n                    - paragraph\\n                      - StaticText \\\"Wir haben das YouTube-Partnerprogramm (YPP) erweitert und ermöglichen nun einen früheren Zugriff auf Fan-Funding- und Shopping-Funktionen. Dadurch können noch mehr Creator am YPP teilnehmen. Das erweiterte YouTube-Partnerprogramm ist bereits für berechtigte Creator in \\\"\\n                      - link \\\"diesen Ländern und Regionen\\\" [ref=e64]\\n                      - StaticText \\\" verfügbar. Wenn du in einem dieser Länder oder einer dieser Regionen wohnst, findest du \\\"\\n                      - link \\\"in diesem Artikel\\\" [ref=e65]\\n                      - StaticText \\\" weitere Informationen zu den Änderungen am YPP.\\\"\\n                    - paragraph\\n                      - StaticText \\\"Wenn du dich nicht in einem dieser \\\"\\n                      - link \\\"Länder oder Regionen\\\" [ref=e66]\\n                      - StaticText \\\" befindest, ändert sich nichts für dich am YouTube-Partnerprogramm.\\\"\\n                    - paragraph\\n                      - link \\\"Hier kannst du prüfen\\\" [ref=e67]\\n                      - StaticText \\\", ob du die Voraussetzungen für eine Teilnahme am erweiterten YouTube-Partnerprogramm erfüllst. Wenn das noch nicht der Fall ist, kannst du in YouTube Studio im Bereich \\\"\\n                      - link \\\"Einnahmen Opens in new window\\\" [ref=e68]\\n                        - StaticText \\\"Einnahmen\\\"\\n                        - StaticText \\\"Opens in new window\\\"\\n                      - StaticText \\\" die Option \\\"\\n                      - strong\\n                        - StaticText \\\"Benachrichtigungen erhalten\\\"\\n                      - StaticText \\\" auswählen. Du bekommst dann eine E-Mail, sobald die YPP-Änderungen in deinem Land eingeführt wurden und du die Mindestvoraussetzungen erfüllst.\\\"\\n                      - LineBreak \\\"\\\\n\\\"\\n                  - paragraph\\n                    - StaticText \\\"Mit dem YouTube-Partnerprogramm (YPP) erhalten Creator einen umfassenderen Zugriff auf die Monetarisierungsfunktionen und Möglichkeiten von YouTube sowie Hilfe von unserem \\\"\\n                    - link \\\"Creator-Supportteam\\\" [ref=e48]\\n                    - StaticText \\\". Außerdem werden sie an den Umsätzen aus den Anzeigen in ihren Videos beteiligt. In diesem Artikel findest du weitere Informationen zu den Funktionen, Teilnahmevoraussetzungen und zur Bewerbung.\\\"\\n                  - paragraph\\n                    - Iframe \\\"YouTube-Partnerprogramm: Auf YouTube Einnahmen erzielen\\\" [ref=e49] clickable [cursor:pointer]\\n                      - generic\\n                        - generic \\\"YouTube-Videoplayer\\\"\\n                        - generic\\n                          - generic\\n                            - button \\\"Video abspielen\\\" [ref=e82]\\n                          - button \\\"Steuerelemente des Videoplayers ausblenden\\\" [ref=e81]\\n                          - generic\\n                          - link \\\"YouTube-Partnerprogramm: Auf YouTube Einnahmen erzielen\\\" [ref=e83]\\n                          - link \\\"YouTube Creators DE\\\" [ref=e84]\\n                            - StaticText \\\"YouTube Creators DE\\\"\\n                          - generic\\n                            - button [ref=e86]\\n                            - StaticText \\\"YouTube Creators DE\\\"\\n                            - StaticText \\\"55.300 Abonnenten\\\"\\n                          - generic\\n                            - button \\\"Teilen\\\" [ref=e87]\\n                            - link \\\"Auf YouTube ansehen\\\" [ref=e85]\\n                              - StaticText \\\"Ansehen auf\\\"\\n                  - generic\\n                    - StaticText \\\"Abonniere den \\\"\\n                    - link \\\"YouTube Creators-Kanal Opens in new window\\\" [ref=e50]\\n                      - StaticText \\\"YouTube Creators-Kanal\\\"\\n                      - StaticText \\\"Opens in new window\\\"\\n                    - StaticText \\\", um über Videos mit den neuesten Nachrichten, Updates und Tipps auf dem Laufenden zu bleiben.\\\"\\n                  - generic\\n                    - StaticText \\\"Du möchtest dich für das YPP bewerben, benötigst aber zuerst Hilfe beim Aufbau eines Publikums? Sieh dir dazu unsere \\\"\\n                    - link \\\"Tipps zum Aufbau einer Fanbase\\\" [ref=e69]\\n                    - StaticText \\\" und unsere \\\"\\n                    - link \\\"Tipps für das YouTube-Partnerprogramm\\\" [ref=e70]\\n                    - StaticText \\\" an.\\\"\\n                  - heading \\\"Teilnahmevoraussetzungen\\\" [level=2, ref=e36]\\n                    - StaticText \\\"Teilnahmevoraussetzungen\\\"\\n                  - list\\n                    - listitem [level=1]\\n                      - ListMarker \\\"1. \\\"\\n                      - StaticText \\\"Deine Inhalte entsprechen den \\\"\\n                      - link \\\"Richtlinien für die Monetarisierung von YouTube-Kanälen\\\" [ref=e71]\\n                      - StaticText \\\".\\\"\\n                      - list\\n                        - listitem [level=2]\\n                          - StaticText \\\"•\\\"\\n                          - StaticText \\\"Diese Richtlinien umfassen die verschiedenen Bestimmungen dazu, wie du auf YouTube Einnahmen erzielen kannst. Wenn du eine Partnervereinbarung mit YouTube akzeptierst, verpflichtest du dich, diese Richtlinien einzuhalten.\\\"\\n                    - listitem [level=1]\\n                      - ListMarker \\\"2. \\\"\\n                      - StaticText \\\"Das YouTube-Partnerprogramm ist \\\"\\n                      - link \\\"in deinem Land oder deiner Region verfügbar\\\" [ref=e72]\\n                      - StaticText \\\".\\\"\\n                    - listitem [level=1]\\n                      - ListMarker \\\"3. \\\"\\n                      - StaticText \\\"Für deinen Kanal liegen keine aktiven \\\"\\n\\n[... 199 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 94}",
      "tool_call_id": "call_impWYiMzMuiEktmoIjhzyo3Q"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_b1ofIdQwHGRlSwwIgk22OF2P",
          "call_id": "call_b1ofIdQwHGRlSwwIgk22OF2P",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca0b5d8c8191b180475595950871",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.match(/Mindestvoraussetzungen[\\\\s\\\\S]{0,2500}/)?.[0] || document.body.innerText.slice(0,5000)\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMoMFmO9SUU6AGE_VWAKsHBRhtEm3ejUsOMsy_CxZAAaZKi82vslxIrlzSl_-TN1utETde1X8Qf8sz47HTRDARHh_fRXybTYlQ2AG5hX5IXXX_NCWU4lY2YF7u_waJ34ZVCuY5RbUQH3M_DP6DFZW2PwBZ0TZttAlG41SUgFTJT5vGC451g49TA7xsl3fOFCYMzgDIyVCG2scSvqA49G6TGw49qUtTo3fzTxCvxYCZMGUS9W49cdtTiWNFVJmT4qyWipALf9c7ea9XMrPdapB23vzG83v4EI0YDy-Og_D4rjkSOXKBXKOsiZPbkXBMgFJcpd50E2beZ6XdPkT8Wo2pWOuQOkYU6cnYWNVFcURJXzpFiO6gTUnNt__ei4zL3-LPidrBiMQZCAx0EsLHzzgYDvItOQ2kOmH6qj33S1O0PUrhJJOwiQZS-y7bFbL3KbgXtnI88WAUR1f8EsoHzcNkLjsp0qx0c2dFHjsefPD_NdNxlSHOA2SpyjQMpWX0m2KUdGKie1ef2si0rr1nEwUA9RavrLXV8HfVzhlX-K27W94aPsgARGQsnvBJbemo9TC-4KTRKTaSXD7lb_UPuRf9jLGGv5OSciXPaMr4leS1YjtPGX7NBNol6ZVg0M3atQuq0xyYenjyJBCEu7Z0z9M7ww9iIt0XpxiybNaw7cMCY1tPWVcNUHlELjscmVjhYclJmVqWMm4DTSwc1dUwZX19psI-GlrkUcEFbPZ-zWy9SQeHDyj5bp9eyTeYPHOBK0Mzdf-0sk-peugR2iP6S8OuDOe_vvFN-DHCafz5f43YcZ7gHu1cZBsSLcStHFZRWmagejuhNmNSyaZ2TnhCwUXcBlwVYsApOOKeTdJSLWZ9Z_qU6h8LwMHljSY3tkzFeISGXJm7HRxSJNkgYoJxZTKu7oKHKnAB9KvJBqssCxKY3WT7OKYN0rkcKEO658uDTOuPhzIYUs92cgUc0CQWuA1qQB2WSQthb0WAT8Glcx_KqjpQrhPux0n9DETMbPFTXqz3-7",
          "id": "rs_049e6b492e9f3d48016a10ca0aa59881919153f042ebdb62ad",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"Mindestvoraussetzungen erfüllst.\\n \\n\\nMit dem YouTube-Partnerprogramm (YPP) erhalten Creator einen umfassenderen Zugriff auf die Monetarisierungsfunktionen und Möglichkeiten von YouTube sowie Hilfe von unserem Creator-Supportteam. Außerdem werden sie an den Umsätzen aus den Anzeigen in ihren Videos beteiligt. In diesem Artikel findest du weitere Informationen zu den Funktionen, Teilnahmevoraussetzungen und zur Bewerbung.\\n\\nAbonniere den YouTube Creators-Kanal, um über Videos mit den neuesten Nachrichten, Updates und Tipps auf dem Laufenden zu bleiben.\\nDu möchtest dich für das YPP bewerben, benötigst aber zuerst Hilfe beim Aufbau eines Publikums? Sieh dir dazu unsere Tipps zum Aufbau einer Fanbase und unsere Tipps für das YouTube-Partnerprogramm an.\\nTeilnahmevoraussetzungen\\nDeine Inhalte entsprechen den Richtlinien für die Monetarisierung von YouTube-Kanälen.\\nDiese Richtlinien umfassen die verschiedenen Bestimmungen dazu, wie du auf YouTube Einnahmen erzielen kannst. Wenn du eine Partnervereinbarung mit YouTube akzeptierst, verpflichtest du dich, diese Richtlinien einzuhalten.\\nDas YouTube-Partnerprogramm ist in deinem Land oder deiner Region verfügbar.\\nFür deinen Kanal liegen keine aktiven Verwarnungen wegen eines Verstoßes gegen die Community-Richtlinien vor.\\nFür dein Google-Konto muss die Zwei-Faktor-Authentifizierung aktiviert sein.\\nDu hast Zugriff auf die erweiterten Funktionen auf YouTube.\\nDu benötigst ein aktives AdSense für YouTube-Konto, das mit deinem Kanal verknüpft ist. Falls du noch keins hast, musst du zuerst eins in YouTube Studio einrichten. Ein neues AdSense für YouTube-Konto sollte nur in YouTube Studio erstellt werden. Weitere Informationen\\nSo kommst du für eine Bewerbung infrage\\n\\nDein Kanal kann sich entweder mit Shorts oder mit Videos im Langformat für das YPP qualifizieren. Wichtig ist, dass du verstehst, welche Voraussetzungen jeweils gelten. Wenn du von uns benachrichtigt werden möchtest, sobald du die Voraussetzungen erfüllst, klicke in YouTube Studio im Abschnitt „Einnahmen“ auf Benachrichtigungen erhalten. Du erhältst dann eine E-Mail, sobald du eine der folgenden Mindestvoraussetzungen erfüllst:\\n\\n1. 1.000 Abonnenten und 4.000 Stunden gültige Wiedergabezeit von öffentlichen Videos in den letzten 12 Monaten oder\\n2. 1.000 Abonnenten und 10 Millionen gültige öffentliche Shorts-Aufrufe in den letzten 90 Tagen\\n\\nBeachte, dass die öffentlichen Aufrufe von Shorts im Shorts-Feed bei der erforderlichen Wiedergabezeit von mindestens 4.000 Stunden nicht berücksichtigt\", \"result_type\": \"str\"}",
      "tool_call_id": "call_b1ofIdQwHGRlSwwIgk22OF2P"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_bGsUc6XOxqVsb4TFCcdh8rfc",
          "call_id": "call_bGsUc6XOxqVsb4TFCcdh8rfc",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca0e121081919f6228cc6ca1a8cf",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.match(/erweiterten YouTube-Partnerprogramm[\\\\s\\\\S]{0,2000}/)?.[0] || document.body.innerText.match(/500 Abonnenten[\\\\s\\\\S]{0,2000}/)?.[0]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"erweiterten YouTube-Partnerprogramm erfüllst. Wenn das noch nicht der Fall ist, kannst du in YouTube Studio im Bereich Einnahmen die Option Benachrichtigungen erhalten auswählen. Du bekommst dann eine E-Mail, sobald die YPP-Änderungen in deinem Land eingeführt wurden und du die Mindestvoraussetzungen erfüllst.\\n \\n\\nMit dem YouTube-Partnerprogramm (YPP) erhalten Creator einen umfassenderen Zugriff auf die Monetarisierungsfunktionen und Möglichkeiten von YouTube sowie Hilfe von unserem Creator-Supportteam. Außerdem werden sie an den Umsätzen aus den Anzeigen in ihren Videos beteiligt. In diesem Artikel findest du weitere Informationen zu den Funktionen, Teilnahmevoraussetzungen und zur Bewerbung.\\n\\nAbonniere den YouTube Creators-Kanal, um über Videos mit den neuesten Nachrichten, Updates und Tipps auf dem Laufenden zu bleiben.\\nDu möchtest dich für das YPP bewerben, benötigst aber zuerst Hilfe beim Aufbau eines Publikums? Sieh dir dazu unsere Tipps zum Aufbau einer Fanbase und unsere Tipps für das YouTube-Partnerprogramm an.\\nTeilnahmevoraussetzungen\\nDeine Inhalte entsprechen den Richtlinien für die Monetarisierung von YouTube-Kanälen.\\nDiese Richtlinien umfassen die verschiedenen Bestimmungen dazu, wie du auf YouTube Einnahmen erzielen kannst. Wenn du eine Partnervereinbarung mit YouTube akzeptierst, verpflichtest du dich, diese Richtlinien einzuhalten.\\nDas YouTube-Partnerprogramm ist in deinem Land oder deiner Region verfügbar.\\nFür deinen Kanal liegen keine aktiven Verwarnungen wegen eines Verstoßes gegen die Community-Richtlinien vor.\\nFür dein Google-Konto muss die Zwei-Faktor-Authentifizierung aktiviert sein.\\nDu hast Zugriff auf die erweiterten Funktionen auf YouTube.\\nDu benötigst ein aktives AdSense für YouTube-Konto, das mit deinem Kanal verknüpft ist. Falls du noch keins hast, musst du zuerst eins in YouTube Studio einrichten. Ein neues AdSense für YouTube-Konto sollte nur in YouTube Studio erstellt werden. Weitere Informationen\\nSo kommst du für eine Bewerbung infrage\\n\\nDein Kanal kann sich entweder mi\", \"result_type\": \"str\"}",
      "tool_call_id": "call_bGsUc6XOxqVsb4TFCcdh8rfc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_UtUMDBEsoKBX2ioVReXL58dE",
          "call_id": "call_UtUMDBEsoKBX2ioVReXL58dE",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca1136a8819198451b52991df102",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.includes('500 Abonnenten') ? document.body.innerText.slice(document.body.innerText.indexOf('500 Abonnenten')-500, document.body.innerText.indexOf('500 Abonnenten')+1500) : 'no 500 text'\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"no 500 text\", \"result_type\": \"str\"}",
      "tool_call_id": "call_UtUMDBEsoKBX2ioVReXL58dE"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_fectP1fmLrSZAZs9aW2vgpJL",
          "call_id": "call_fectP1fmLrSZAZs9aW2vgpJL",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca15d3248191aac18e174a2bd788",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://support.tiktok.com/en/business-and-creator/creator-rewards-program/creator-rewards-program\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMoWzS8MnpTvGuQ3WZjO2Bw4K5IhLhAEpVhYOiLtMFCz1KOpntyndUrAGo55CiEsf7oQQA70MpLg6R4ZJWyu6y5w6jGDoRvDu7C6ca0ByGOYeSzOpzpLRAB1FUet_dbmT2eQaEu5RW2yEfv_4wBYfJI8tDKWNoX-zhRfLIHLWzY3JGaTq05XmpKGSqRkyq3fFag1AKF0qIWWU02h8jrbieA-1nAB2jlgsA6CkBWUcU6wWtD-Kw6CUpC-6DI_SYIG6Jmwz5HwyXwHveWNwv_KE10AW9E5z5AgQcYTbTCopUIh18BKK3DW4UeVK-dF0zLduoX-Co4kA575alHAc8TtNHtXU929lbV3TuwJo36kJal6LYDUoHs695jLw8wrneNk6m62vaUy8oEjCYE8tOh6qRmDnX1C2VbnD3qTjFp73vs5VBrLqk9lJSZU2MSfvKe7TmkEFdGY9IrNN7uMW2VW8ypwUh7tYwoGYZF3ZR2Vsv6S7kSQ25xGx03jQ5eFZkuQyFEr5VtWRxUSWVniDpAddkDK8f4watyI-qV77GFPvk80EnRgrWWuP1NT5jrAC07f706EtM9cOcBOaJqRojCgGQoETK4m-nOJVdwzbSvW2tFPAinNQ-GGmH3JVlk7pFyWajMAb7Nb2puEmnor0LKw8dIxOGx1PuJvSPzL-zYnOxFPy8IiWAX73cbD-RzgcUClFx1PQmZKNEnWhgjt0YqfUmkzp4ig3ckWNGaPIhD7AVYxNCxBzd_tia_R9kfuD7B_Eh3dNmH8SEGkWmSNyFCAGX0zNfbiVaWGQw0UvgD-GovoUsIjLeIkY8ZQLBliZ35aDSVI1NMUD8AUzNA4QJtQc5cO3rZOHNPbKdyrixFtD7LiWcipjAxMOd9QGwN41eHTyRmo4WKSDemKAAWzsxjIPdD6G22fgm8HLwhLGmIvFBJK8KK9TAqwdZgU81sLQ4F3AH5988vqGqpQRMrDW_3BkotVpg==",
          "id": "rs_049e6b492e9f3d48016a10ca14feac8191875a759860c7eb09",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://www.tiktok.com/support/faq_detail?id=7581821550694013452\", \"title\": \"TikTok Support\", \"snapshot\": \"- generic [ref=e1] clickable [onclick]\", \"element_count\": 1}",
      "tool_call_id": "call_fectP1fmLrSZAZs9aW2vgpJL"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_FHNoSS9GXB1wcOXA5BPLAjTi",
          "call_id": "call_FHNoSS9GXB1wcOXA5BPLAjTi",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca1a14f081919e76f31409365ca8",
          "type": "function",
          "function": {
            "name": "browser_snapshot",
            "arguments": "{\"full\":true}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"snapshot\": \"- generic\\n  - generic [ref=e1] clickable [onclick]\\n    - generic\\n      - generic [ref=e6] clickable [cursor:pointer, onclick]\\n        - image\\n      - generic\\n        - generic\\n          - image\\n          - textbox \\\"Nach Hilfe-Artikeln suchen\\\" [ref=e10]\\n          - generic [ref=e11] clickable [onclick]\\n        - button \\\"Anmelden\\\" [ref=e8]\\n        - button \\\"Einstellungsmenü öffnen\\\" [expanded=false, ref=e9]\\n          - image\\n      - main\\n        - image\\n        - StaticText \\\"Es ist etwas schiefgelaufen\\\"\\n        - StaticText \\\"Versuche es später erneut\\\"\\n        - generic [ref=e5] clickable [onclick]\\n          - button \\\"Erneut versuchen\\\" [ref=e7]\\n            - StaticText \\\"Erneut versuchen\\\"\\n  - generic\\n  - generic\\n  - generic\\n    - paragraph\\n      - StaticText \\\"Cookies von TikTok in diesem Browser erlauben?\\\"\\n    - paragraph\\n      - StaticText \\\"TikTok nutzt Cookies und ähnliche Technologien, um seine Dienste bereitzustellen, sie zu verbessern, zu schützen und zu analysieren. Notwendige Cookies sind erforderlich, damit TikTok wie vorgesehen funktioniert. Wenn du „Alle erlauben“ auswählst, erlaubst du es uns, abhängig von deinen Einstellungen optionale Cookies zu zusätzlichen Zwecken, wie z.B. der Messung der Effektivität und Relevanz von Anzeigen, einschließlich personalisierter Anzeigen auf TikTok.com, zu nutzen. Optionale Cookies helfen uns auch in weiteren Punkten, z.B. bei der Messung der Performance unserer Anzeigenkampagnen außerhalb von TikTok.com. Mehr dazu, wie wir unsere Cookies verwenden und deine Auswahl verwalten, erfährst du in unserer \\\"\\n      - link \\\"Cookie-Richtlinie\\\" [ref=e4]\\n      - StaticText \\\".\\\"\\n    - button \\\"Optionale Cookies ablehnen\\\" [disabled, ref=e2]\\n    - button \\\"Alle erlauben\\\" [disabled, ref=e3]\", \"element_count\": 11}",
      "tool_call_id": "call_FHNoSS9GXB1wcOXA5BPLAjTi"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_H2edFrSVkXHMS8ef5kApQzOh",
          "call_id": "call_H2edFrSVkXHMS8ef5kApQzOh",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca1cccb48191b58cb1aff6d29601",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport urllib.request\\nurls=[\\n'https://support.tiktok.com/en/business-and-creator/creator-rewards-program/creator-rewards-program',\\n'https://www.tiktok.com/creators/creator-portal/en-us/getting-paid-to-create/creator-rewards-program/'\\n]\\nfor u in urls:\\n print('\\\\nURL',u)\\n try:\\n  req=urllib.request.Request(u, headers={'User-Agent':'Mozilla/5.0'})\\n  with urllib.request.urlopen(req, timeout=20) as r:\\n   txt=r.read(5000).decode('utf-8','ignore')\\n  print(txt[:1000])\\n except Exception as e: print(type(e).__name__, e)\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMoflKAVAypbumr2vrj6MA7ThH556JtoDb9axtsl1VKm0sFL_GwwvKNSJZ6xc9cs_GRyay1sXMzhkpJEozDJH6NgcO4MsGtgJvdSWFBA9n2GGKvlEkdxOQUSrUW0HWvbPYFKMnge-W50SAGtLJyfTLK_5uI1ewo9SLZd8lhlkPTcLCx7ZObmn3Hyq6aNPZWcLQygKjf10eyUkuDTkhsDa-ZuWGCxnRZimv3wD6mf72hFRsxOh63hBpbpU-C2v0YPQcf5lYpZFA81rWrMPGgt7xIC9Bm_gwCkdQxGgYvEKWINqKzRy6yJEPlq6mZh10wBokifwDC9r-jJxMpgrmHcPtKlDZUFbrqUG351avFN3cTDM17vA3lCHgedV5UXmNybOHxB9TxprAPAogPXzJG430ueCMOeg1EZI15-phUeoPY2AhRlU57sbJfapToUhvsseeytSj6txr-uyYFjdvqDeBTu9XmB8ieL4j_qTUYbK1AlZlvH1CCqu6CwjYMSEQlWLYFaOGaVs7JoLeNoF6FB5PJrFlDRTYsg1ilXqj1ByHyjfGkYB_2vGImPSeQF3wCe0oAbcCcqP514-97LZBdOsHk_igj03Equv7zaUIA6qwPT3shcAjRDvDLgfoOp69O_UzeUhTCvY1WmOEGkprmIwHj-rfww5O1KQf_4DobgwbucLS7etfpxbcQs-LcsxwOs9DSgRmJIsmd1KkjaNHwbxcZRWET2zxcXBcLfAWylY3t8bLa-0m5okk1HM4u__erPVjf5ziShtUJPRG9NhnkyqdesjKPfUFv7icpLcxjwzUtj496LXWyfxmfSDGZ5yFmLNttmFWqKNelUn4IxY8XSJMN7sDQfNnCb3ebZNmdLrUvDBfUdfQ-1ngGx-Wm_D4sazlBu1y2AjqFdQ14ZzIBsXr1q0miWQEIfwOHTusS0QF63i84fKCRSw9pyXa_bqzIEPvEF",
          "id": "rs_049e6b492e9f3d48016a10ca1c2a74819194126b9667910882",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"URL https://support.tiktok.com/en/business-and-creator/creator-rewards-program/creator-rewards-program\\n<!doctype html><html><head><title>TikTok Support</title><meta charset=\\\"utf-8\\\"><meta name=\\\"viewport\\\" content=\\\"width=device-width,initial-scale=1,shrink-to-fit=no,viewport-fit=cover,minimum-scale=1,maximum-scale=1,user-scalable=no\\\"><meta http-equiv=\\\"x-ua-compatible\\\" content=\\\"ie=edge\\\"><meta name=\\\"renderer\\\" content=\\\"webkit\\\"><meta name=\\\"layoutmode\\\" content=\\\"standard\\\"><meta name=\\\"imagemode\\\" content=\\\"force\\\"><meta name=\\\"wap-font-scale\\\" content=\\\"no\\\"><meta name=\\\"format-detection\\\" content=\\\"telephone=no\\\"><script src=\\\"https://sf16-website-login.neutral.tiktokcdn-eu.com/obj/tiktok_web_login_static_eu/tiktok_privacy_protection_framework/loader/1.0.0.943/index.js\\\" data-region=\\\"eu-ttp\\\" data-env=\\\"production\\\" data-business=\\\"goofy-deploy-app-129259\\\" async crossorigin=\\\"anonymous\\\" data-sw=\\\"/sw.js\\\" data-sw_version=\\\"1.0.0.89,2.0.0.4\\\" nonce=\\\"argus-csp-token\\\"></script><script id=\\\"tiktok-environment\\\" type=\\\"application/json\\\">{\\\"mssdk\\\":{\\\"js\\\":\\\"https://sf16-website-login.neutral.tiktokcdn-eu.com/obj/tiktok_web_login_\\n\\nURL https://www.tiktok.com/creators/creator-portal/en-us/getting-paid-to-create/creator-rewards-program/\\n<!DOCTYPE html><html lang=\\\"en\\\" data-uid=\\\"0\\\" data-starlinglang=\\\"en\\\" data-standardlang=\\\"en\\\" data-isrtl=\\\"0\\\" dir=\\\"ltr\\\" class=\\\"h-full\\\"><head><meta charSet=\\\"utf-8\\\"/><title>Creator Academy: Empowering Creators to Grow and Succeed | TikTok For Creator</title><meta name=\\\"viewport\\\" content=\\\"width=device-width,initial-scale=1\\\"/><meta name=\\\"description\\\" content=\\\"Join TikTok Creator Academy for free and unlock your potential. Get started with community guidelines, creation tips, and monetization opportunities!\\\"/><meta name=\\\"keywords\\\" content=\\\"Creator Academy\\\"/><meta name=\\\"publisher\\\" content=\\\"Creator Academy\\\"/><meta name=\\\"lark:url:enable\\\" content=\\\"false\\\"/><meta property=\\\"og:title\\\" content=\\\"TikTok Creator Academy: Empowering Creators to Grow and Succeed on TikTok | TikTok For Creator\\\"/><meta property=\\\"og:description\\\" content=\\\"Join TikTok Creator Academy for free and unlock your potential. Get started with community guidelines, creation tips, and monetization opportunities!\\\"/><link rel=\\\"stylesheet\\\" hr\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_H2edFrSVkXHMS8ef5kApQzOh"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_eHyUpm8olqnfat3ZyTc4tp7n",
          "call_id": "call_eHyUpm8olqnfat3ZyTc4tp7n",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca23d3c081918c7a88cbc505c633",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport urllib.request,re,html\\nu='https://www.tiktok.com/creators/creator-portal/en-us/getting-paid-to-create/creator-rewards-program/'\\nreq=urllib.request.Request(u, headers={'User-Agent':'Mozilla/5.0'})\\ntxt=urllib.request.urlopen(req, timeout=20).read().decode('utf-8','ignore')\\nfor term in ['10,000','100,000','one minute','1 minute','18 years','eligible']:\\n print(term, txt.lower().find(term.lower()))\\n# strip tags around relevant occurrences\\nplain=re.sub('<[^>]+>',' ',txt)\\nplain=html.unescape(re.sub(r'\\\\s+',' ',plain))\\nfor term in ['10,000','100,000','one minute','1 minute','18 years','eligible']:\\n i=plain.lower().find(term.lower())\\n if i!=-1: print('\\\\n---',term,'---\\\\n', plain[max(0,i-500):i+1000])\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"10,000 240672\\n100,000 -1\\none minute -1\\n1 minute 261226\\n18 years -1\\neligible 119161\\n\\n--- 10,000 ---\\n },\\\"topics\\\":[{\\\"name\\\":\\\"Unlocking High-Quality Content\\\",\\\"slug\\\":\\\"success-with-long-videos\\\",\\\"articles\\\":[{\\\"title\\\":\\\"Creating high-quality videos on TikTok\\\",\\\"slug\\\":\\\"Creating-high-quality-videos-on-TikTok\\\",\\\"sys\\\":{\\\"id\\\":\\\"article/Creating-high-quality-videos-on-TikTok\\\"},\\\"description\\\":\\\"Guess what? TikTok users are totally hooked on high-quality content. Did you know that high-quality creators outperform other creators by 72% in accumulated watch time per video view? Even when compared to other creators with 10,000+ followers, high-quality accounts maintain a significant 42% lead. Remember, watch time is a key driver for our content , so this is a unique opportunity to level up your presence in the For You feed by creating content that keeps the community watching for longer.\\\",\\\"cover\\\":{\\\"urls\\\":{\\\"boei18n\\\":null,\\\"eu_ttp\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/3f108cb8385589bf77fbaa57f7ae9284.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"eu_ttp2\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/3f108cb8385589bf77fbaa57f7ae9284.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"gcp\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/3f108cb8385589bf77fbaa57f7ae9284.png~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"ie\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/3f108cb8385589bf77fbaa57f7ae9284.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"sg\\\":\\\"https://p16-ttark-sg.tiktokcdn.com/tos-alisg-i-0twjg7x\\n\\n--- 1 minute ---\\n \\\"High-quality longer video content strategy\\\",\\\"slug\\\":\\\"longer-video-content-strategy\\\",\\\"sys\\\":{\\\"id\\\":\\\"article/longer-video-content-strategy\\\"},\\\"description\\\":\\\"Anyone can create standout longer videos on TikTok. By taking the time to understand the performance of your videos and measure their reach and impact over time, you can build a data-driven content strategy and create longer videos that are truly extraordinary. Here are a few other best practices to consider when developing the strategy for your 1 minute+ videos.\\\",\\\"cover\\\":{\\\"urls\\\":{\\\"boei18n\\\":null,\\\"eu_ttp\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/91bf664f757d4fb492a6ed670d31d717~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"eu_ttp2\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/91bf664f757d4fb492a6ed670d31d717~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"gcp\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/91bf664f757d4fb492a6ed670d31d717~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"ie\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/91bf664f757d4fb492a6ed670d31d717~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"sg\\\":\\\"https://p16-ttark-sg.tiktokcdn.com/tos-alisg-i-0twjg7x6w4-sg/a82dc7dbeb7d46f58fa89236e6ec9da8~tplv-0twjg7x6w4-default:0:0:q75.image\\\",\\\"singapore_central\\\":\\\"https://p16-ttark-sg.tiktokcdn.com/tos-alisg-i-0twjg7x6w4-sg/a82dc7dbeb7d46f58fa89236e6ec9da8~tplv-0twjg7x6w4-default:0:0:q75.image\\\",\\\"ttp\\\":\\\"https://p16-ttark.t\\n\\n--- eligible ---\\n ault:0:0:q75.image\\\",\\\"va\\\":\\\"https://p16-ttak-va.tiktokcdn.com/tos-maliva-i-m3rm1y8daf-us/c58a815ef6a3e7929741b7e40738c384.PNG~tplv-m3rm1y8daf-default:0:0:q75.image\\\"}}},{\\\"title\\\":\\\"Keeping your account in good standing with content check lite\\\",\\\"slug\\\":\\\"content-check-lite\\\",\\\"sys\\\":{\\\"id\\\":\\\"article/content-check-lite\\\"},\\\"description\\\":\\\"Looking to optimize the performance of your videos? Content check lite can help! By turning on this setting, you'll allow the system to automatically verify if your content is eligible for the For You feed before posting, and help keep your account in good standing.\\\",\\\"cover\\\":{\\\"urls\\\":{\\\"boei18n\\\":null,\\\"eu_ttp\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/e43e7bb77c598e2b619044ecf0c7d04e.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"eu_ttp2\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/e43e7bb77c598e2b619044ecf0c7d04e.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"gcp\\\":\\\"https://p16-ttark-useastred.tiktokcdn-eu.com/tos-useast2a-i-mysv9ld3jo-euttp/e43e7bb77c598e2b619044ecf0c7d04e.png~tplv-mysv9ld3jo-default:0:0:q75.image\\\",\\\"ie\\\":\\\"https://p16-headlessx-image-no.tiktokcdn-eu.com/tos-no1a-i-tmgzy48pwj-no/e43e7bb77c598e2b619044ecf0c7d04e.png~tplv-tmgzy48pwj-default:0:0:q75.image\\\",\\\"sg\\\":\\\"https://p16-ttark-sg.tiktokcdn.com/tos-alisg-i-0twjg7x6w4-sg/e43e7bb77c598e2b619044ecf0c7d04e.png~tplv-0twjg7x6w4-default:0:0:q75.image\\\",\\\"singapore_central\\\":\\\"https://p16-ttark-sg.tiktokcdn.com/tos-alisg-i-0twjg7x6w4-sg/e43e7bb77c598e2b6\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_eHyUpm8olqnfat3ZyTc4tp7n"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JmvsdhOhKBAc1mV1pAZGA84y",
          "call_id": "call_JmvsdhOhKBAc1mV1pAZGA84y",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca2efaf8819191bba5c786745351",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://www.google.com/search?q=TikTok+Creator+Rewards+Program+eligibility+10%2C000+followers+100%2C000+views+1+minute\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMovHDfWBUoQROvF2wuVJL3au_bH1YLPKJcMzb6Me1fnxJD1cI985oWg5tdpeKCi5OUh2OhYiLqdlvLswCPvd8CmqXtHkOa5gTPl-mWcMhupA_tgcSqvQx1VgI4crvBsRa17yqXcfcIfbmPkV2wCn6sL_timVI4H7IkHRc9PQlY6azIwyJ0WLMsuJp__nhyQ-IQSAqTfEUR-cDhUs1kfNE92uezevp5YSAUyL6leHjdiIzJDpZ-Un_HvthNz8KLkX93gBXxxns0eYI45BJREaU0jEToTCfJfx7EnxpwpPRJJrS8txasVw3ljwdf2yPIsv-X2nxk9r1CUJt8aBuieQzsaC67nwh4gJYCi1qk_O6R89DRWpr5mS6g33oC9p1A3s6d3FEz2qGAWvmA83EcDmEaMGaHXTbDz90Vap3u8b9IhjQVLBpbc9_EXR8tsojL8oIRAl0YWmAvvDDASfqPvDvl8IAIiiuipi9fwyby8W9DTK8Fs_-GrWyzJSPAT7yw-JNUhM23ek9MKosnicbwPtL04tbn8dTkOra3KhvOqKBhD5nwoFc3vvLnZ7WTVTdTx3OOljOMEbJihH4ahqyrgeT-Zf4kt6cucSPqin8_u3PAC-Q5c-CiytwLxxTE_XkBWQDUX36iJQ14UHlHYVYFM1Yrn40o8NC3VifAMwxIF29JQIvkoefjK715hCDrUXfAQSYJsXiKAEPEB3Np7-Rp6kwh8_KRe7c6CTR0DIk6Q7BoCifolwHG9bLHmK5z5FA1BAF2AUGTKnYkei1EsmvY7_hthO_8Xf7OoJyrgK5e7kkwKne-EmtoXa1u0LEOFUSf4HJE3LnYr8rQxpXLNQF4egzVnBmGoZqdmWhjW1yxv5LM8zghW13SMy1Dwaw5bjsQ3VrSabMW4G_BzBg-FKhnoVRBztZi2RvfPGL7hNwB17nB3Mm1F5ORBgfhbygMR9IY3pqbjHM12m6qmXGLtNtnoHv_oXcn0Yg3tDWVJbuK2lcuTlO4RjRi-wJqF3hpWs6r-iZxs2rOfyy_NKE1CQRM8LSFiIA==",
          "id": "rs_049e6b492e9f3d48016a10ca2d686c8191bd2a234f065f2486",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3DTikTok%2BCreator%2BRewards%2BProgram%2Beligibility%2B10%252C000%2Bfollowers%2B100%252C000%2Bviews%2B1%2Bminute%26sei%3DOsoQavTjJveC9u8PhMiqmAE&q=EgQfCoqVGLqUw9AGIjCAwdXRkWcNlXdF6ENEJRsVF631c_Imq8sBWi5gP-qSBGsENyjU0nA5b6CayyC348oyAVJaAUM\", \"title\": \"https://www.google.com/search?q=TikTok+Creator+Rewards+Program+eligibility+10%2C000+followers+100%2C000+views+1+minute&sei=OsoQavTjJveC9u8PhMiqmAE\", \"snapshot\": \"- link \\\"Warum?\\\" [ref=e1]\\n- generic\\n  - StaticText \\\"IP-Adresse: 31.10.138.149\\\"\\n  - StaticText \\\"Uhrzeit: 2026-05-22T21:27:23Z\\\"\\n  - StaticText \\\"URL: https://www.google.com/search?q=TikTok+Creator+Rewards+Program+eligibility+10%2C000+followers+100%2C000+views+1+minute&sei=OsoQavTjJveC9u8PhMiqmAE\\\"\", \"element_count\": 1}",
      "tool_call_id": "call_JmvsdhOhKBAc1mV1pAZGA84y"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JkrICBgkEa0UA7v4gwvtPG3V",
          "call_id": "call_JkrICBgkEa0UA7v4gwvtPG3V",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca3f729c81918ef443296480e966",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport urllib.parse, urllib.request, re, html\\nq='TikTok Creator Rewards Program eligibility 100,000 views 10,000 followers 1 minute official'\\nu='https://duckduckgo.com/html/?q='+urllib.parse.quote(q)\\nreq=urllib.request.Request(u, headers={'User-Agent':'Mozilla/5.0'})\\ntxt=urllib.request.urlopen(req, timeout=20).read().decode('utf-8','ignore')\\nfor m in re.finditer(r'<a rel=\\\"nofollow\\\" class=\\\"result__a\\\" href=\\\"([^\\\"]+)\\\">(.*?)</a>', txt):\\n print(html.unescape(re.sub('<.*?>','',m.group(2)))[:120], html.unescape(m.group(1))[:200])\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMpCorjC3Sc89h2KZMObzcosb_NUwUg02PSYT57HyS8VFIw5QcgfNDgFSCUkASTIhaMf7MuI9s1UOqC9uqyJn0cbcdANiYJehxbDiRPRUUwNADqziaFL_4EdI-4lpi0KGYZzJ9jxVYZPenB9PgUqnv8Rpto_BcPYiDKDN5HFgXjKKhujkIrmLPe5POeaHVG_gUyQ0g_gJ1jr9UMCKxWAyrnj9C8t75n3AlmaqxX9izUmTw6aWj19mYIPsci5Z9v_ErHyX6L7WzbDPvsJpMNG_37SEH2orYpIpJvS1AEmlNasXpgf1bXzMaFNImhTLsVZHS5AqZ_7Ylks-ONIMyry51a-sq-8v04PDfQWH8Zj_do9tfjdjwSIDjMqPewRGjRddZAicIh8pWi5c00YAKGwhWk4nlmHHUesgSN6JXbXJOslyRgj-vlkNbTuUHPY8_kWpLm5BZ_5tVy4nRlOd0LQ8Wv1Ebdj2_B1a7oSQv7dXYgO-rF0je9cjIMG6hm9iGVGsIDz4BEZWhNZajmWoZmNlB8e1sMsPpa4TdNkAFiG3YA1wHGPXgPjyg8I9VWqnelSt8xKuTQ82bGPGOmcLngcWmn6KIDJRQhfJpuCcok6wiNqQAMeajfyhzFxN6LrNQ8ZYEo_bQlV6gCVU08XEsfTdlp5iLMB2gZF5FVE2Xdg_Yxh-V__d7s6lB1JySHtXxQv-pvWr4kdUF87hCgcqZqe85ro1f4hRdgrTo1KqUA6BjLjXCul2G4q6igUHjw0xEI_kf-8U9MmgTLpMniWKW45C6MDOp4Ch8pHK9TuH_DEc_mpRFo7PRnSoBKAQkL8iHLcXXcTTEKJNg3oPy6nbML3b7AN0A4u_S_8gPkiIydmH-IP8Xu_rSWbxDTx8uwwlxhlLHH9A9vbrWKihhfAuU4dnNlmbIhtpZbl1QBInjsY8q-TT7gzuh7OLKLoJJbyglY3XZtvduzdxN9dr88LbCGOf6t-kw==",
          "id": "rs_049e6b492e9f3d48016a10ca3e99208191bb13a77b830fc068",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Creator Rewards Program Terms - TikTok //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.tiktok.com%2Flegal%2Fpage%2Fglobal%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2Deea%2Fen&rut=5eeb0aedcd6778c9edee8260ed93aaf0f03184717653235444c499184b2542a1\\nTikTok Creator Rewards Program: Pay rates, and eligibility (2026) //duckduckgo.com/l/?uddg=https%3A%2F%2Fmultilogin.com%2Fblog%2Fmobile%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2F&rut=dfa26642e2dcc455792d1547bf8e962ceb2fb5556e1df3bee5f958660ce4cb15\\nTikTok Creator Rewards Program | Complete Guide //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.miracamp.com%2Flearn%2Ftiktok%2Fhow%2Dto%2Djoin%2Dthe%2Dcreator%2Dprogram&rut=5118940a1be5681b27f96957405ff95c8de8c8a00fdf1ede107fd545755e54b5\\nTikTok Creator Rewards Program 2025: Complete Guide //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.shortformcreator.com%2Fguides%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2D2025&rut=87abb7a01ad3123ca0c0d22e2068e5d4448ebd7a29c275b3b2dd1d7fabdba769\\nTikTok Creator Rewards Program: How It Works, Who Qualifies, and How ... //duckduckgo.com/l/?uddg=https%3A%2F%2Fblog.nuelink.com%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2F&rut=bb49c9a49d86fd209a18cbc68f9aa34818628390bf55b1baf54be0612e4e87eb\\nTikTok Creator Rewards Program: Everything A Creator Needs To Know ( //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.creator%2Dhero.com%2Fblog%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2Deverything%2Da%2Dcreator%2Dneeds%2Dto%2Dknow&rut=04c895593c6ab4cecf4ffbfd8b0862d926e6c98a5\\nTikTok Creator Rewards Program 2026: Complete Guide //duckduckgo.com/l/?uddg=https%3A%2F%2Fbenly.ai%2Flearn%2Ftiktok%2Dads%2Fcreator%2Drewards%2Dprogram%2D2026&rut=84c7e3122cf116d6d46daa4be7c85f69b722981466a0fcf726ad751885cac18d\\nTikTok Creator Rewards Program: RPM & Additional Reward Math //duckduckgo.com/l/?uddg=https%3A%2F%2Finfluencermarketinghub.com%2Ftiktok%2Dcreator%2Drewards%2Dprogram%2F&rut=a794c13bd8357972d031a8138eb379372a38dff04935c395d13fb12b9b140bc4\\nTikTok Creator Rewards Program: Apply & Earn | Brandwatch //duckduckgo.com/l/?uddg=https%3A%2F%2Fwww.brandwatch.com%2Fblog%2Ftiktok%2Dcreator%2Dprogram%2F&rut=db3be767a907df512299da3c1c8596bd300912d0e199888eaad419b207107736\\nTikTok Monetization Requirements 2026 | HowSociable //duckduckgo.com/l/?uddg=https%3A%2F%2Fhowsociable.com%2Fblog%2Ftiktok%2Dmonetization%2Drequirements&rut=36cb6b793c30e94787f8eaf0d3745cd6f7705bc59baeece634210edce2f25c12\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_JkrICBgkEa0UA7v4gwvtPG3V"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_gP6DyWDTfhYj1A1F24axKsAv",
          "call_id": "call_gP6DyWDTfhYj1A1F24axKsAv",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca475088819196108be3917f648c",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://www.tiktok.com/legal/page/global/tiktok-creator-rewards-program-eea/en\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://www.tiktok.com/legal/page/global/tiktok-creator-rewards-program-eea/en\", \"title\": \"Creator Rewards Program Terms | TikTok\", \"snapshot\": \"- link \\\"TikTok\\\" [ref=e17]\\n- list\\n  - listitem [level=1, ref=e1] clickable [cursor:pointer]\\n    - link \\\"What is Creator Rewards Program?\\\" [ref=e18]\\n  - listitem [level=1, ref=e2] clickable [cursor:pointer]\\n    - link \\\"Who can join the Creator Rewards Program?\\\" [ref=e19]\\n  - listitem [level=1, ref=e3] clickable [cursor:pointer]\\n    - link \\\"What can I get if I join Creator Rewards Program?\\\" [ref=e20]\\n  - listitem [level=1, ref=e4] clickable [cursor:pointer]\\n    - link \\\"What videos can collect Rewards?\\\" [ref=e21]\\n  - listitem [level=1, ref=e5] clickable [cursor:pointer]\\n    - link \\\"How will I know if I have collected something?\\\" [ref=e22]\\n  - listitem [level=1, ref=e6] clickable [cursor:pointer]\\n    - link \\\"Can I lose access to Creator Rewards Program?\\\" [ref=e23]\\n  - listitem [level=1, ref=e7] clickable [cursor:pointer]\\n    - link \\\"Confidentiality\\\" [ref=e24]\\n  - listitem [level=1, ref=e8] clickable [cursor:pointer]\\n    - link \\\"Any further questions?\\\" [ref=e25]\\n- generic\\n  - StaticText \\\"Creator Rewards Program Terms\\\"\\n  - generic [ref=e9] clickable [onclick]\\n    - paragraph\\n      - emphasis\\n        - StaticText \\\"Last Update: Apr 2025\\\"\\n    - paragraph\\n      - LineBreak \\\"\\\\n\\\"\\n    - paragraph\\n      - strong\\n  - generic [ref=e10] clickable [onclick]\\n    - heading \\\"What is Creator Rewards Program?\\\" [level=2, ref=e26]\\n      - strong\\n    - paragraph\\n      - StaticText \\\"Creator Rewards Program is a newly designed rewards feature for creators to monetise their content on TikTok. You can find more information \\\"\\n      - link \\\"here\\\" [ref=e56]\\n      - StaticText \\\".\\\"\\n    - paragraph\\n      - StaticText \\\"After joining Creator Rewards Program and connecting a payment method, you can collect higher Rewards from TikTok for eligible videos of a duration of at least 1 minute. For more information on video eligibility, please see the relevant section below.\\\"\\n    - paragraph\\n      - StaticText \\\"Creator Rewards Program is subject to our Rewards Policy. For more information, check the \\\"\\n      - link \\\"Rewards Policy\\\" [ref=e57]\\n      - StaticText \\\". In the event of a conflict between these terms and the \\\"\\n      - link \\\"Rewards Policy\\\" [ref=e58]\\n      - StaticText \\\", these terms will prevail solely with respect to your participation in this Program.\\\"\\n    - paragraph\\n      - StaticText \\\"Our \\\"\\n      - link \\\"Terms of Service\\\" [ref=e59]\\n      - StaticText \\\" also apply in the same way as they apply to any other activity or content on the Platform. In particular, please pay attention to the provisions around content and the grant of licence. If you use the Platform for purposes within your trade, business, craft or profession, the \\\"\\n      - link \\\"Business Terms\\\" [ref=e60]\\n      - StaticText \\\" also apply to your participation in Creator Rewards Program.\\\"\\n    - paragraph\\n      - StaticText \\\"Creator Rewards Program is available only in selected countries, whether you are entitled to participate will depend on your country of residence. For this purpose, data will be processed in accordance with the Platform \\\"\\n      - link \\\"Privacy Policy\\\" [ref=e61]\\n      - StaticText \\\".\\\"\\n    - paragraph\\n      - StaticText \\\"During the time you are signed up for Creator Rewards Program, we may show your content to advertisers and brands so they can see the value of advertising on TikTok. You agree that we can use your content for this purpose.\\\"\\n    - heading \\\"Who can join the Creator Rewards Program?\\\" [level=2, ref=e27]\\n      - strong\\n    - paragraph\\n      - StaticText \\\"You can shift to Creator Rewards Program if:\\\"\\n    - list\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n        - link \\\"Terms of Service\\\" [ref=e72]\\n        - link \\\"Community Guidelines\\\" [ref=e73]\\n    - paragraph\\n      - StaticText \\\"Participation in Creator Rewards Program doesn't require payment.\\\"\\n    - heading \\\"What can I get if I join Creator Rewards Program?\\\" [level=2, ref=e28]\\n      - strong\\n    - paragraph\\n      - StaticText \\\"Creator Rewards Program is a Program through which you can collect Rewards from TikTok, in addition to rewards you may collect from time to time through other features.\\\"\\n    - paragraph\\n      - StaticText \\\"Rewards are calculated dynamically based on the country of the video views origin, the number of video views, video engagement and authenticity of a video view.\\\"\\n    - paragraph\\n      - StaticText \\\"Participant's legitimate, unique video views on qualifying videos are determined by TikTok and exclude video views that we determine:\\\"\\n    - list\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n        - link \\\"Rewards Policy\\\" [ref=e74]\\n        - link \\\"Community Guidelines\\\" [ref=e75]\\n    - paragraph\\n      - StaticText \\\"For the avoidance of doubt, not all content you post to participate in the Creator Rewards Program will collect Rewards.\\\"\\n    - paragraph\\n      - StaticText \\\"Reward Payments under the Creator Rewards Program will be free of charge.\\\"\\n    - paragraph\\n      - StaticText \\\"No payments are due to participants for use of their content, in accordance with the \\\"\\n      - link \\\"Terms of Service\\\" [ref=e62]\\n      - StaticText \\\".\\\"\\n    - heading \\\"What videos can collect Rewards?\\\" [level=2, ref=e29]\\n      - strong\\n    - paragraph\\n      - StaticText \\\"Creator Rewards Program rewards content that meets all these criteria:\\\"\\n    - list\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n      - listitem [level=1]\\n        - link \\\"Terms of Service\\\" [ref=e76]\\n        - link \\\"Community Guidelines\\\" [ref=e77]\\n        - link \\\"Copyright Policy\\\" [ref=e78]\\n    - heading \\\"How will I know if I have collected something?\\\" [level=2, ref=e30]\\n      - strong\\n    - paragraph\\n      - StaticText \\\"You can check how many Rewards you have collected in the last 30 days by accessing your account balance through \\\"\\n      - emphasis\\n      - StaticText \\\" > \\\"\\n      - emphasis\\n    - paragraph\\n      - StaticText \\\"The Program page will be updated daily.\\\"\\n    - paragraph\\n      - StaticText \\\"TikTok does not process any payments made under this Program. TikTok integrates with a third party payment service provider, PayPal, which, through \\\"\\n      - link \\\"Hyperwallet\\\" [ref=e63]\\n      - StaticText \\\", is responsible for all aspects of the processing of the transaction, subject to the \\\"\\n      - link \\\"Hyperwallet terms\\\" [ref=e64]\\n      - StaticText \\\" and the \\\"\\n      - link \\\"Hyperwallet Privacy Policy\\\" [ref=e65]\\n      - StaticText \\\".\\\"\\n    - paragraph\\n      - StaticText \\\"TikTok may provide a dashboard reflecting your estimated Rewards in U.S dollars on the Program dashboard daily. The conversion (if applicable) may be provided based on the daily exchange rate. Any Rewards accumulated under the Program will be calculated in the month following the date that the Rewards were collected. Following processing of fees, Rewards, and the applicable tax, these Rewards will then become redeemable and paid on the 15th of each month if the payable amount is equal to or exceeds the minimum payment threshold of $50.00 USD or its equivalent in local currency (\\\\\\\"\\\"\\n      - strong\\n      - StaticText \\\"\\\\\\\") and you're in compliance with the Creator Rewards Program Terms and Policies. The payable amount, even if lower than the minimum payment threshold, will be transferred to you as set out on the Balance dashboard. While payments will be made on the 15th of the month, the time of receipt will depend on the payment service provider. If the transfer cannot be completed due to issues relating to your payment method, TikTok will contact you to rectify their account information and retry the transfer.\\\"\\n    - paragraph\\n\\n[... 62 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 78}",
      "tool_call_id": "call_gP6DyWDTfhYj1A1F24axKsAv"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JsgG61KyTgVegQ5IYNIlGbIx",
          "call_id": "call_JsgG61KyTgVegQ5IYNIlGbIx",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca4d44d48191bb46e354c97e018e",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"(() => { const text=document.body.innerText; const starts=['Who can join the Creator Rewards Program?','What videos can collect Rewards?']; return starts.map(s=>{let i=text.indexOf(s); return '---'+s+'---\\\\n'+text.slice(i, i+2000)}).join('\\\\n\\\\n'); })()\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"---Who can join the Creator Rewards Program?---\\nWho can join the Creator Rewards Program?\\nWhat can I get if I join Creator Rewards Program?\\nWhat videos can collect Rewards?\\nHow will I know if I have collected something?\\nCan I lose access to Creator Rewards Program?\\nConfidentiality\\nAny further questions?\\nCreator Rewards Program Terms\\n\\nLast Update: Apr 2025\\n\\n\\n\\n\\nWhat is Creator Rewards Program?\\n\\nCreator Rewards Program is a newly designed rewards feature for creators to monetise their content on TikTok. You can find more information here.\\n\\nAfter joining Creator Rewards Program and connecting a payment method, you can collect higher Rewards from TikTok for eligible videos of a duration of at least 1 minute. For more information on video eligibility, please see the relevant section below.\\n\\nCreator Rewards Program is subject to our Rewards Policy. For more information, check the Rewards Policy. In the event of a conflict between these terms and the Rewards Policy, these terms will prevail solely with respect to your participation in this Program.\\n\\nOur Terms of Service also apply in the same way as they apply to any other activity or content on the Platform. In particular, please pay attention to the provisions around content and the grant of licence. If you use the Platform for purposes within your trade, business, craft or profession, the Business Terms also apply to your participation in Creator Rewards Program.\\n\\nCreator Rewards Program is available only in selected countries, whether you are entitled to participate will depend on your country of residence. For this purpose, data will be processed in accordance with the Platform Privacy Policy.\\n\\nDuring the time you are signed up for Creator Rewards Program, we may show your content to advertisers and brands so they can see the value of advertising on TikTok. You agree that we can use your content for this purpose.\\n\\nWho can join the Creator Rewards Program?\\n\\nYou can shift to Creator Rewards Program if:\\n\\nyou reside in a country in which Creator Rewards Program is avail\\n\\n---What videos can collect Rewards?---\\nWhat videos can collect Rewards?\\nHow will I know if I have collected something?\\nCan I lose access to Creator Rewards Program?\\nConfidentiality\\nAny further questions?\\nCreator Rewards Program Terms\\n\\nLast Update: Apr 2025\\n\\n\\n\\n\\nWhat is Creator Rewards Program?\\n\\nCreator Rewards Program is a newly designed rewards feature for creators to monetise their content on TikTok. You can find more information here.\\n\\nAfter joining Creator Rewards Program and connecting a payment method, you can collect higher Rewards from TikTok for eligible videos of a duration of at least 1 minute. For more information on video eligibility, please see the relevant section below.\\n\\nCreator Rewards Program is subject to our Rewards Policy. For more information, check the Rewards Policy. In the event of a conflict between these terms and the Rewards Policy, these terms will prevail solely with respect to your participation in this Program.\\n\\nOur Terms of Service also apply in the same way as they apply to any other activity or content on the Platform. In particular, please pay attention to the provisions around content and the grant of licence. If you use the Platform for purposes within your trade, business, craft or profession, the Business Terms also apply to your participation in Creator Rewards Program.\\n\\nCreator Rewards Program is available only in selected countries, whether you are entitled to participate will depend on your country of residence. For this purpose, data will be processed in accordance with the Platform Privacy Policy.\\n\\nDuring the time you are signed up for Creator Rewards Program, we may show your content to advertisers and brands so they can see the value of advertising on TikTok. You agree that we can use your content for this purpose.\\n\\nWho can join the Creator Rewards Program?\\n\\nYou can shift to Creator Rewards Program if:\\n\\nyou reside in a country in which Creator Rewards Program is available and do not use a VPN or other similar tool;\\nyou have at least 10,000 authentic follower\", \"result_type\": \"str\"}",
      "tool_call_id": "call_JsgG61KyTgVegQ5IYNIlGbIx"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1vMPP5cmlE3KoYv0Oj4oE8ZC",
          "call_id": "call_1vMPP5cmlE3KoYv0Oj4oE8ZC",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca50fd2c81919978bf17b2ac33be",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.slice(document.body.innerText.indexOf('You can shift to Creator Rewards Program if:'), document.body.innerText.indexOf('Participation in Creator Rewards Program'))\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"You can shift to Creator Rewards Program if:\\n\\nyou reside in a country in which Creator Rewards Program is available and do not use a VPN or other similar tool;\\nyou have at least 10,000 authentic followers on the Platform;\\nyou have at least 100,000 authentic video views in total over the last 30 days prior to joining either the Creator Fund or the Creator Rewards Program;\\nyour account on the Platform is not a Business Account;\\nyou are not an employee, officer or contractor of TikTok;\\nyour account on the Platform is in good standing with the Terms of Service and the Community Guidelines and any other applicable Platform terms and policies.\\n\\n\", \"result_type\": \"str\"}",
      "tool_call_id": "call_1vMPP5cmlE3KoYv0Oj4oE8ZC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7hVckg02xlfhSQUC2ANZIVWQ",
          "call_id": "call_7hVckg02xlfhSQUC2ANZIVWQ",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca53f6808191a7b9c87c46b9ee55",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.slice(document.body.innerText.indexOf('Creator Rewards Program rewards content'), document.body.innerText.indexOf('How will I know'))\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"\", \"result_type\": \"str\"}",
      "tool_call_id": "call_7hVckg02xlfhSQUC2ANZIVWQ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_G6zlKKfXg7rKVfrYiGSrPWQy",
          "call_id": "call_G6zlKKfXg7rKVfrYiGSrPWQy",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca573704819185de4a05196c2aa9",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"const t=document.body.innerText; let i=t.indexOf('Creator Rewards Program rewards content that meets all these criteria'); t.slice(i, i+1800)\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"Creator Rewards Program rewards content that meets all these criteria:\\n\\nIt must be one minute or longer;\\nIt must reach at least 1,000 qualified views*;\\nIt is not a Duet or Stitch video;\\nIt is not a Photo Mode video;\\nIt is not an advertisement, paid promotion, or sponsored content;\\nIt is original content and produced entirely by the creator and/or adds new ideas to preexisting content;\\nIt is high quality as determined by TikTok in its sole discretion; and\\nIt does not violate these Creator Rewards Program Terms, the Terms of Service, Community Guidelines, Copyright Policy and any other Platform terms and policies which may apply. *Qualified views are those that a user views for five seconds or more, are not marked by the viewer as \\\"not interested\\\" and it would not be otherwise reasonable or fair to consider as qualified (the views generated from the same user account will be counted as one view).\\nHow will I know if I have collected something?\\n\\nYou can check how many Rewards you have collected in the last 30 days by accessing your account balance through Profile > Balance > Others> Monthly Earnings.\\n\\nThe Program page will be updated daily.\\n\\nTikTok does not process any payments made under this Program. TikTok integrates with a third party payment service provider, PayPal, which, through Hyperwallet, is responsible for all aspects of the processing of the transaction, subject to the Hyperwallet terms and the Hyperwallet Privacy Policy.\\n\\nTikTok may provide a dashboard reflecting your estimated Rewards in U.S dollars on the Program dashboard daily. The conversion (if applicable) may be provided based on the daily exchange rate. Any Rewards accumulated under the Program will be calculated in the month following the date that the Rewards were collected. Following processing of f\", \"result_type\": \"str\"}",
      "tool_call_id": "call_G6zlKKfXg7rKVfrYiGSrPWQy"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_lHZvAik50SSZ0sQ64Azhmv8B",
          "call_id": "call_lHZvAik50SSZ0sQ64Azhmv8B",
          "response_item_id": "fc_049e6b492e9f3d48016a10ca5cd8f08191abaa929d9759858b",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://support.google.com/youtube/answer/15424877\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMpdc-w1PJGKeSadZQAFFpyLLZl-7jzgCo0usQqHhRpW7_n4qRVkhqW9p-rTF6zVr8jsydPZNnXpRkB4nTitpxeMdXAlfEElpIuTPuVw1Sn_IbuWAcG4ICgrFxkEyl0C1iuLpRwScEkybLVsNahjELao9YyL63O10U3CaJE-Dgo9pkhq6MVG7NEpl8I6xi5eeWct8CdXfAf7yPdEcf7mTx0Ux3PuAp9kKdxMOGjWi_NRu1ez4WfupjbglY0y4DQOmfnZ4WDX-cMkyWJyzAbttPKWIT4kp_9X6eMxdW-KkFr5a2XyymU8eYIYGTrvdm8Yjo2r_GWngKkQIPPKXFwn6K6nYL2fhCSa5txH3d-QCD2vvy4BIbla07XxJi_V4Kv4cPjcUjpNbDNwU2JZJAk16fCiH3HrODbxbd2E4TKaOK9vJvLWsuibebhM1M4KrNlrrlcpgChoCWcVWLWl7nYde0A0cIBNiHSj4eL7CdcA7l6xQPzKkBbpuXkjwWnYnJEvu1cfA-wv-I5EGg85zSkqf-6dnlCrI1bQq8TqvjBZ4jaMpon5gWvr7ExtMnzxzaHS8MV85UkBOZbV8kcWM2vu1LhOzppXfyHEQvLHBsSgg8pir_vJdaP9BvOEpyimzjTiTxmfLqNhnyqKh2YBasZDOhz0rUAp-nhShSTt4PdXcQxUnzlRmQl7XNLSb43HSh29cQlvYZexBbNtefHiKzZCZDs8D-4KsbjiLVLu-plXdkhY0gN9OjykXGoR9y4yeYF-0wHp86lqRcPIuDWk_rQdoLQkWJ-ugO0gi4qRgRihhdvWazoOjy50UuZeDYrSToggXKgGq44lHAAL7tKoPkR-oF8GpkRQ7dtanzFhBN7mvDnxQ4xkiR55o7v14LzIljiO67QfJgslG_jDiEkSlksN5igffIGDmdggxvWbXmjuqkxH2zPCY9e1N1GhFkYYIFhMyM5VPjNKeRe2CS08QNVQe0X63GzTnCYqmCYMLhdS0-rE-8rI0f-z00QyZ0HIRtRCnXPWSnwh9rRYhTaExsrOylnTxPgI35oxBafYXxVnxgUHdQH-ZKqnC8bjy9BTdp_Mg0WvW1vP0Yj0E5fo5ctckl2JKaOm6IRkqdHn3ojCnSIAiStiQELtSKY5S68XGf5OlLfl1-oCXFTNmraqzsSUmtmh3I-R2TzuE-TMqrWlmRfL2lstlH20m_Gvtj1MbVQuA328bKMes50kdkXIkIpy5xHH8eHQgq92dtrisS4cDbpbMxHhIYVyR-CDnZ9xYmrfXpkFk61S2Vmbj8XIN68Tyx4i4dqx3ghNpalLrU2E8poC4lWK2kZrPsH1tUiT9qXz4kHuVBsl-Sgbp-p64cJjc6QhIKeqnbhqJGsMmbqDloFog0e8yp3DtlaxKX-rNwMvNeIFDCsXlb3dHTMGKkKRY57T3n9L5PtjXTYluxMsuQ_3wQ9VdiPWEtnTYI05mPUaKHhSYBxtniPQviMrfrxxKF5wNi18hLu4t4y7HAV0NLoWAoG1Alqxf87Nql1u5L5mrgWdGQUNnliLfFbmljV3ac8tOvUW40jGmi9BROXu3Ygbz-U8wxFy_kv2wt4joy_WrjGmwhWDtjLjxeVv9pinja0KaV-CCQujpKAFd2ZRRbSkNA1rsnd_OMCnCC7E59Ae-Hk8NX-5laW9XnxWIc-v4EsAn_HBAPMXD2fSCvGK17kku_0=",
          "id": "rs_049e6b492e9f3d48016a10ca59da38819189c4139e63d65034",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://support.google.com/youtube/answer/15424877\", \"title\": \"YouTube Shorts mit einer Länge von bis zu 3 Minuten - YouTube-Hilfe\", \"snapshot\": \"- generic\\n  - link \\\"Zum Hauptinhalt springen\\\" [ref=e1]\\n  - generic\\n    - banner\\n      - generic\\n        - button \\\"Hauptmenü\\\" [expanded=false, ref=e9]\\n          - image\\n        - link \\\"YouTube-Hilfe\\\" [ref=e19]\\n        - search\\n          - combobox \\\"Hier bitte Frage eingeben\\\" [expanded=false, ref=e27]\\n          - button \\\"Suchen in der Hilfe\\\" [ref=e20]\\n            - image\\n        - generic\\n          - button \\\"Google-Apps\\\" [expanded=false, ref=e31]\\n            - StaticText \\\"  \\\"\\n          - link \\\"Anmelden\\\" [ref=e21]\\n            - StaticText \\\"  \\\"\\n            - StaticText \\\"Anmelden\\\"\\n    - navigation \\\"Support page navigation bar\\\" [ref=e2]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Hilfe\\\" [ref=e28]\\n        - listitem [level=1]\\n          - link \\\"Community\\\" [ref=e29]\\n        - listitem [level=1]\\n          - link \\\"Tipps für Creator\\\" [ref=e30]\\n      - link \\\"YouTube (In neuem Fenster öffnen)\\\" [ref=e7]\\n        - StaticText \\\"YouTube\\\"\\n        - image\\n    - navigation \\\"Obere Navigationsleiste\\\" [ref=e3]\\n      - tablist\\n        - tab \\\"Problembehebung\\\" [ref=e10]\\n        - tab \\\"Videos ansehen\\\" [ref=e11]\\n        - tab \\\"Konto und Einstellungen verwalten\\\" [ref=e12]\\n        - tab \\\"YouTube mit Elternaufsicht\\\" [ref=e13]\\n        - tab \\\"YouTube Premium\\\" [ref=e14]\\n        - tab \\\"Kanal erstellen und ausbauen\\\" [selected, ref=e15]\\n        - tab \\\"Mit dem YouTube-Partnerprogramm Einnahmen erzielen\\\" [ref=e16]\\n        - tab \\\"Richtlinien, Sicherheit und Urheberrecht\\\" [ref=e17]\\n    - navigation \\\"Breadcrumbs\\\" [ref=e4]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Kurzvideos erstellen\\\" [ref=e22]\\n            - StaticText \\\"Kurzvideos erstellen\\\"\\n        - image\\n        - listitem [level=1]\\n          - link \\\"YouTube Shorts mit einer Länge von bis zu 3 Minuten\\\" [ref=e23]\\n            - StaticText \\\"YouTube Shorts mit einer Länge von bis zu 3 Minuten\\\"\\n    - generic \\\"Benachrichtigung\\\" [ref=e5] focusable [tabindex]\\n      - generic [ref=e8] focusable [tabindex]\\n        - paragraph\\n          - StaticText \\\"Folge \\\"\\n          - link \\\"@TeamYouTube auf X Opens in new window\\\" [ref=e24]\\n            - StaticText \\\"@TeamYouTube auf X\\\"\\n            - StaticText \\\"Opens in new window\\\"\\n          - StaticText \\\", um aktuelle Informationen und Antworten auf deine Fragen auf Französisch/Russisch zu erhalten. Wir helfen dir gern weiter!\\\"\\n        - button \\\"Schließen\\\" [ref=e18]\\n    - generic\\n      - main\\n        - generic\\n          - generic\\n            - article\\n              - generic\\n                - heading \\\"YouTube Shorts mit einer Länge von bis zu 3 Minuten\\\" [level=1, ref=e39]\\n                - generic\\n                  - paragraph\\n                    - StaticText \\\"Du kannst jetzt YouTube Shorts mit einer Länge von bis zu 3 Minuten erstellen. So hast du mehr Zeit, deine Geschichten zu erzählen, deine Kreativität zu zeigen und dein Publikum zu begeistern.\\\"\\n                  - heading \\\"Voraussetzungen für bis zu 3 Minuten lange Shorts\\\" [level=2, ref=e56]\\n                  - paragraph\\n                    - strong\\n                      - StaticText \\\"Standard-YouTube-Kanäle\\\"\\n                  - list\\n                    - listitem [level=1]\\n                      - StaticText \\\"•\\\"\\n                      - strong\\n                        - StaticText \\\"Ab dem 15. Oktober 2024 hochgeladene Videos\\\"\\n                      - StaticText \\\": Ab diesem Datum hochgeladene Videos, die ein quadratisches oder vertikales Seitenverhältnis haben und maximal 3 Minuten lang sind, werden auf YouTube als Shorts kategorisiert. Diese Videos können im Shorts-Feed über das Modell zur Umsatzbeteiligung für YouTube Shorts monetarisiert werden. \\\"\\n                      - link \\\"Weitere Informationen zur Monetarisierung von Shorts\\\" [ref=e74]\\n                    - listitem [level=1]\\n                      - StaticText \\\"•\\\"\\n                      - strong\\n                        - StaticText \\\"Vor dem 15. Oktober 2024 hochgeladene Videos\\\"\\n                      - StaticText \\\": Vor diesem Datum hochgeladene Videos bleiben unverändert als Videos im Langformat auf YouTube verfügbar. Sie können weiterhin auf der Wiedergabeseite über das Modell zur Umsatzbeteiligung für Videos im Langformat monetarisiert werden. \\\"\\n                      - link \\\"Informationen zu den Monetarisierungsrichtlinien von YouTube\\\" [ref=e75]\\n                  - paragraph\\n                    - strong\\n                      - StaticText \\\"Offizielle Künstlerkanäle\\\"\\n                  - list\\n                    - listitem [level=1]\\n                      - StaticText \\\"•\\\"\\n                      - strong\\n                        - StaticText \\\"Ab dem 8. Dezember 2025 hochgeladene Videos\\\"\\n                      - StaticText \\\": Ab diesem Datum hochgeladene Videos, die ein quadratisches oder vertikales Seitenverhältnis haben und maximal 3 Minuten lang sind, werden auf YouTube als Shorts kategorisiert. Diese Videos können gemäß deiner Monetarisierungsvereinbarung mit YouTube monetarisiert werden. \\\"\\n                      - link \\\"Weitere Informationen zur Monetarisierung von Shorts\\\" [ref=e76]\\n                    - listitem [level=1]\\n                      - StaticText \\\"•\\\"\\n                      - strong\\n                        - StaticText \\\"Vor dem 8. Dezember 2025 hochgeladene Videos\\\"\\n                      - StaticText \\\": Vor diesem Datum hochgeladene Videos bleiben unverändert als Videos im Langformat auf YouTube verfügbar. Sie können weiterhin gemäß deiner Monetarisierungsvereinbarung mit YouTube monetarisiert werden. \\\"\\n                      - link \\\"Informationen zu den Monetarisierungsrichtlinien von YouTube\\\" [ref=e77]\\n                  - heading \\\"Bis zu 3 Minuten lange Shorts hochladen\\\" [level=2, ref=e57]\\n                  - paragraph\\n                    - Iframe \\\"UPDATE: Shorts dürfen jetzt bis zu 3 Minuten lang sein 📲🙌\\\" [ref=e63] clickable [cursor:pointer]\\n                      - generic\\n                        - generic \\\"YouTube-Videoplayer\\\"\\n                        - generic\\n                          - generic\\n                            - button \\\"Video abspielen\\\" [ref=e79]\\n                          - button \\\"Steuerelemente des Videoplayers ausblenden\\\" [ref=e78]\\n                          - generic\\n                          - link \\\"UPDATE: Shorts dürfen jetzt bis zu 3 Minuten lang sein 📲🙌\\\" [ref=e80]\\n                          - link \\\"YouTube Creators DE\\\" [ref=e81]\\n                          - generic\\n                            - button [ref=e83]\\n                          - generic\\n                            - button \\\"Teilen\\\" [ref=e84]\\n                            - link \\\"Auf YouTube ansehen\\\" [ref=e82]\\n                  - paragraph\\n                    - link \\\"Weitere Informationen\\\" [ref=e64]\\n                  - heading \\\"Über eine Minute lange Shorts mit Inhalten, auf die Dritte Anspruch erhoben haben\\\" [level=2, ref=e58]\\n                  - paragraph\\n                    - link \\\"Inhalte mit Ansprüchen aus deinen Videos entfernen\\\" [ref=e65]\\n                    - link \\\"Einspruch erheben\\\" [ref=e66]\\n                  - paragraph\\n                    - link \\\"Weitere Informationen zu den Voraussetzungen für die Nutzung von Musik in Shorts\\\" [ref=e67]\\n                  - heading \\\"Häufig gestellte Fragen\\\" [level=2, ref=e59]\\n                  - button \\\"Welche Musik kann ich verwenden?\\\" [expanded=false, ref=e68]\\n                  - button \\\"Was passiert mit gesperrten Shorts?\\\" [expanded=false, ref=e69]\\n                  - button \\\"Kann ich mit meinem Short Einnahmen erzielen?\\\" [expanded=false, ref=e70]\\n                  - button \\\"Wie kann ich meine Analysedaten für Shorts aufrufen?\\\" [expanded=false, ref=e71]\\n                  - button \\\"Kann ich verhindern, dass mein Video in ein Short umgewandelt wird?\\\" [expanded=false, ref=e72]\\n                  - button \\\"Feedback zu diesem Artikel geben\\\" [ref=e73]\\n              - generic\\n                - heading \\\"War das hilfreich?\\\" [level=2, ref=e60]\\n\\n[... 58 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 84}",
      "tool_call_id": "call_lHZvAik50SSZ0sQ64Azhmv8B"
    },
    {
      "role": "assistant",
      "content": "Ja, Sir. Ich würde daraus jetzt eine **zweigleisige Growth-Strategie** machen:\n\n1. **Follower-Aufbau:** kurze, aggressive Shorts mit hoher Retention.\n2. **Monetarisierungsfähigkeit:** parallel Formate bauen, die die Plattformregeln erfüllen — besonders TikTok verlangt für Creator Rewards längere Videos.\n\nIch habe die aktuellen offiziellen Anforderungen geprüft.\n\n---\n\n## 1. Monetarisierung: YouTube Shorts\n\nQuelle: YouTube-Hilfe / YouTube Partner Program.\n\n### YouTube Partner Program — volle Monetarisierung\n\nFür Bewerbung über Shorts aktuell:\n\n- **1.000 Abonnenten**\n- **10 Millionen gültige öffentliche Shorts-Aufrufe in den letzten 90 Tagen**\n\nAlternative über Longform:\n\n- **1.000 Abonnenten**\n- **4.000 gültige öffentliche Wiedergabestunden in den letzten 12 Monaten**\n\nWichtig:\n\n- Shorts-Aufrufe im Shorts-Feed zählen **nicht** zu den 4.000 Longform-Wiedergabestunden.\n- YouTube Shorts können seit Oktober 2024 bis zu **3 Minuten** lang sein, wenn sie vertikal oder quadratisch sind.\n- Shorts mit max. 3 Minuten können im Shorts-Feed und über Shorts-Revenue-Sharing monetarisiert werden, sofern der Kanal im YPP ist.\n\n### Konsequenz für uns\n\nFür YouTube ist die Videolänge strategisch flexibel:\n\n- **20–35 Sekunden:** beste Chance für hohe Completion Rate und Rewatches.\n- **45–60 Sekunden:** gut für tiefere Gedanken, FaithTok, Storytelling.\n- **60–120 Sekunden:** möglich, aber nur wenn Hook und Retention stark sind.\n\nYouTube belohnt nicht einfach Länge, sondern vor allem:\n\n- Swipe-Stop\n- Watchtime relativ zur Länge\n- Rewatch\n- Shares\n- Kommentare\n- Kanal-Fit\n\n---\n\n## 2. Monetarisierung: TikTok\n\nQuelle: TikTok Creator Rewards Program Terms, Stand Apr 2025.\n\n### TikTok Creator Rewards Program\n\nVoraussetzungen laut TikTok:\n\n- Wohnsitz in einem Land, in dem Creator Rewards verfügbar ist\n- kein VPN/ähnliches Tool\n- mindestens **10.000 echte Follower**\n- mindestens **100.000 echte Videoaufrufe in den letzten 30 Tagen**\n- Account ist **kein Business Account**\n- Account in good standing\n- Einhaltung Community Guidelines / Terms\n\n### Video-Anforderungen für Rewards\n\nEin Video kann Rewards sammeln, wenn:\n\n- es **mindestens 1 Minute lang** ist\n- es mindestens **1.000 qualified views** erreicht\n- kein Duet/Stitch\n- kein Photo Mode\n- keine Anzeige / paid promotion / sponsored content\n- originaler, hochwertiger Content\n- keine Policy-Verstöße\n\n### Wichtiger Schweiz-Punkt\n\nTikTok Creator Rewards ist nicht überall verfügbar. Die offizielle Seite spricht von „selected countries“. Für einen Schweizer Account müssten wir in der TikTok-App bzw. im Creator Center prüfen, ob das Programm konkret verfügbar ist.\n\n### Konsequenz für uns\n\nTikTok hat einen Zielkonflikt:\n\n- Kurze 20–40s Videos wachsen oft leichter.\n- Rewards gibt es aber nur für **1min+ Videos**.\n\nDaher:\n\n- **Growth Shorts:** 20–45s\n- **Monetization Candidates:** 61–75s\n- Sobald ein Format funktioniert, machen wir davon eine 1min+ Version für TikTok Rewards.\n\n---\n\n## 3. Weitere Kanäle, die infrage kommen\n\n### Instagram Reels\n\nSehr sinnvoll für Zweitverwertung.\n\nVorteile:\n\n- gleiche 9:16 Assets\n- guter Kanal für Faith, Lifestyle, Motivation\n- starke Share-/Save-Kultur\n\nNachteile:\n\n- direkte Reels-Monetarisierung ist je nach Land/Programm wechselhaft\n- oft eher indirekte Monetarisierung: Affiliate, Newsletter, eigene Produkte\n\nEmpfehlung: **mitnehmen**, aber nicht primär auf Plattform-Payout setzen.\n\n---\n\n### Facebook Reels\n\nInteressant für ältere Zielgruppen und christliche Inhalte.\n\nVorteile:\n\n- Faith/Family/Life-Advice funktioniert dort teilweise sehr gut\n- Reels können über Facebook-Seiten zusätzlich Reichweite bringen\n\nNachteile:\n\n- Monetarisierungsprogramme sind abhängig von Land, Seite, Policy und Einladung/Eligibility\n- jüngere Zielgruppe schwächer\n\nEmpfehlung: Für Faith/Life-Optimization sehr brauchbar als zusätzlicher Kanal.\n\n---\n\n### Pinterest Idea Pins / Video Pins\n\nFür Evergreen-Content interessant:\n\n- Life hacks\n- Routinen\n- Bibelverse\n- Checklisten\n- AI workflows\n\nMonetarisierung eher indirekt:\n\n- Traffic\n- Newsletter\n- digitale Produkte\n- Affiliate\n\nEmpfehlung: später, wenn wir wiederverwendbare Templates haben.\n\n---\n\n### X / Twitter Video\n\nFür KI-Content interessant, weniger für klassische Shorts.\n\nGut für:\n\n- AI Tools\n- Agenten-Demos\n- Thread + Video\n- Build-in-public\n\nMonetarisierung möglich, aber nicht unser Primärkanal.\n\n---\n\n### LinkedIn Video\n\nFür AI/Productivity eventuell stark.\n\nGut für:\n\n- „AI for work“\n- Automationen\n- Management/Leadership\n- praktische Workflows\n\nNicht ideal für FaithTok, außer sehr sauber formuliert.\n\n---\n\n### Snapchat Spotlight\n\nKann für virale Kurzclips funktionieren, aber weniger passend für unsere strategischen Themen.\n\n---\n\n## Meine Plattform-Empfehlung\n\n### Phase 1: Start mit 3 Kernplattformen\n\n- **YouTube Shorts**\n- **TikTok**\n- **Instagram Reels**\n\n### Phase 2: Erweiterung\n\n- Facebook Reels für Faith/Life\n- LinkedIn für AI/Productivity\n- Pinterest für Evergreen-Checklisten\n\n---\n\n# 4. Die 30 Test-Ideen\n\nIch würde die ersten Tests bewusst in drei Content-Säulen splitten:\n\n1. **Life Optimization**\n2. **AI Life Systems**\n3. **FaithTok / Christian Life**\n\nJede Idee ist als 20–45s Growth Short gedacht. Gute Gewinner können wir danach als 61–75s TikTok-Rewards-Version ausbauen.\n\n---\n\n## A) 10 Ideen: Life Optimization\n\n### 1. „Du brauchst keine Motivation“\n\n- **Hook:** „Wenn du immer auf Motivation wartest, hast du das System schon verloren.“\n- **Script-Kern:** Motivation ist Wetter. Systeme sind Architektur. Lege Kleidung, Wasser, Kalender und erste Aufgabe am Vorabend bereit.\n- **Visual:** dunkler Morgen, Handy auf Tisch, vorbereitete Kleidung, Kaffee.\n- **CTA:** „Was ist dein kleinstes System, das wirklich funktioniert?“\n- **Score:** 8/10\n\n---\n\n### 2. „Der 2-Minuten-Reset gegen Chaos im Kopf“\n\n- **Hook:** „Wenn dein Kopf 47 Tabs offen hat, mach genau das.“\n- **Script-Kern:** Papier nehmen, alles aus dem Kopf schreiben, 1 Sache einkreisen, 2 Minuten starten.\n- **Visual:** Schreibtisch, Notizzettel, Timer, ruhige Kamera.\n- **CTA:** „Speichern für den nächsten mentalen Overload.“\n- **Score:** 9/10\n\n---\n\n### 3. „Warum To-do-Listen dich stressen“\n\n- **Hook:** „Deine To-do-Liste ist vielleicht kein Plan. Sie ist eine Angst-Sammlung.“\n- **Script-Kern:** To-dos in drei Kategorien: jetzt, später, löschen. Nur eine nächste Aktion.\n- **Visual:** chaotische Liste wird auf drei Karten sortiert.\n- **CTA:** „Welche Aufgabe gehört eigentlich gelöscht?“\n- **Score:** 8/10\n\n---\n\n### 4. „Die erste Stunde entscheidet nicht alles — aber viel“\n\n- **Hook:** „Wenn du morgens direkt ans Handy gehst, startet jemand anderes deinen Tag.“\n- **Script-Kern:** 20 Minuten ohne Input: Wasser, Licht, Bewegung, eine Priorität.\n- **Visual:** Handy face down, Fensterlicht, Glas Wasser.\n- **CTA:** „Morgen testen: 20 Minuten ohne fremde Stimmen.“\n- **Score:** 8/10\n\n---\n\n### 5. „Du bist nicht faul, du bist friction-overloaded“\n\n- **Hook:** „Faulheit ist oft nur zu viel Reibung zwischen dir und dem nächsten Schritt.“\n- **Script-Kern:** Umgebung so bauen, dass gute Dinge leichter und schlechte Dinge schwerer werden.\n- **Visual:** Süßigkeiten weg, Buch sichtbar, App versteckt.\n- **CTA:** „Welche Reibung solltest du heute entfernen?“\n- **Score:** 8/10\n\n---\n\n### 6. „Der Anti-Doomscrolling-Trick“\n\n- **Hook:** „Wenn du TikTok öffnest und 40 Minuten verlierst, probier diesen hässlichen Trick.“\n- **Script-Kern:** Smartphone auf Graustufen, Apps aus Home Screen, Ladegerät außerhalb Schlafzimmer.\n- **Visual:** Handyfarbe wechselt zu grau, Schlafzimmer ohne Handy.\n- **CTA:** „Willst du eine 7-Tage-Digital-Reset-Serie?“\n- **Score:** 9/10\n\n---\n\n### 7. „Ein Satz gegen Überforderung“\n\n- **Hook:** „Wenn alles wichtig wirkt, frag dich diesen einen Satz.“\n- **Script-Kern:** „Was wäre heute genug?“ Definiert Minimum statt Perfektion.\n- **Visual:** Kalender voll, dann ein einzelner markierter Task.\n- **CTA:** „Was wäre heute genug für dich?“\n- **Score:** 7/10\n\n---\n\n### 8. „Warum dein Abend deinen Morgen sabotiert“\n\n- **Hook:** „Morgenprobleme entstehen oft gestern Abend.“\n- **Script-Kern:** 10-Minuten-Shutdown: Tasche, Kleidung, Kalender, erster Task.\n- **Visual:** Abendroutine, gedimmtes Licht, Arbeitsplatz schließen.\n- **CTA:** „Speichern und heute Abend testen.“\n- **Score:** 8/10\n\n---\n\n### 9. „Der Kalender lügt nicht“\n\n- **Hook:** „Du sagst, dir ist etwas wichtig. Dein Kalender sagt die Wahrheit.“\n- **Script-Kern:** Werte brauchen Zeitblöcke. Ohne Termin bleibt es Wunschdenken.\n- **Visual:** Kalender mit Familie, Sport, Gebet/Fokuszeit.\n- **CTA:** „Was sollte in deinem Kalender stehen?“\n- **Score:** 8/10\n\n---\n\n### 10. „Stop optimizing everything“\n\n- **Hook:** „Nicht alles in deinem Leben muss optimiert werden.“\n- **Script-Kern:** Optimiere Energie, Schlaf, Fokus — aber lass Raum für Freude, Familie, Glauben, Spiel.\n- **Visual:** Produktivitätssetup vs. Spaziergang/Familienmoment.\n- **CTA:** „Was willst du bewusst nicht optimieren?“\n- **Score:** 9/10\n\n---\n\n## B) 10 Ideen: AI Life Systems\n\n### 11. „Use AI like a servant, not like a god“\n\n- **Hook:** „KI ist ein schlechter Gott, aber ein ziemlich guter Diener.“\n- **Script-Kern:** KI soll strukturieren, erinnern, entwerfen — nicht Werte, Glauben oder Gewissen ersetzen.\n- **Visual:** Mensch schreibt Ziele, KI sortiert Aufgaben.\n- **CTA:** „Wofür nutzt du KI — Diener oder Chef?“\n- **Score:** 10/10\n\n---\n\n### 12. „Der beste Prompt ist keine Magie“\n\n- **Hook:** „Der beste Prompt beginnt nicht mit ‚act as‘. Er beginnt mit Kontext.“\n- **Script-Kern:** Ziel, Rolle, Input, Constraints, Outputformat.\n- **Visual:** Prompt-Bausteine erscheinen als Cards.\n- **CTA:** „Soll ich daraus eine Prompt-Serie machen?“\n- **Score:** 8/10\n\n---\n\n### 13. „KI gegen mental overload“\n\n- **Hook:** „Wenn dein Kopf zu laut ist, lass KI nicht denken — lass sie sortieren.“\n- **Script-Kern:** Brain dump → Kategorien → nächste Aktion → Kalenderblock.\n- **Visual:** chaotischer Text wird zu klarer Liste.\n- **CTA:** „Kommentar ‚RESET‘ für das Prompt-Template.“\n- **Score:** 9/10\n\n---\n\n### 14. „Dieser Prompt spart jeden Morgen 15 Minuten“\n\n- **Hook:** „Ich würde keinen Morgen mehr ohne diesen KI-Check starten.“\n- **Script-Kern:** Kalender + Aufgaben + Energielevel → Tagesplan mit Top 3.\n- **Visual:** Morning dashboard, Kaffee, Kalender.\n- **CTA:** „Willst du die genaue Vorlage?“\n- **Score:** 9/10\n\n---\n\n### 15. „AI won’t fix your life“\n\n- **Hook:** „KI wird dein Leben nicht reparieren, wenn dein System Müll ist.“\n- **Script-Kern:** KI verstärkt Prozesse. Erst Klarheit, dann Automatisierung.\n- **Visual:** chaotischer Schreibtisch + glänzender Roboter nutzlos.\n- **CTA:** „Automatisierst du schon — oder sortierst du noch?“\n- **Score:** 8/10\n\n---\n\n### 16. „Die 3 KI-Agenten, die jeder braucht“\n\n- **Hook:** „Du brauchst keine 50 Tools. Du brauchst 3 digitale Rollen.“\n- **Script-Kern:** Planer, Kritiker, Archivar.\n- **Visual:** drei Karten/Avatare: Planner, Reviewer, Memory.\n- **CTA:** „Welchen Agenten soll ich als erstes bauen?“\n- **Score:** 9/10\n\n---\n\n### 17. „KI für Christen? Ja, aber…“\n\n- **Hook:** „Christen sollten KI nutzen — aber nicht naiv.“\n- **Script-Kern:** Stewardship: Zeit sparen, besser dienen, aber Wahrheit/Gewissen nicht auslagern.\n- **Visual:** Bibel, Laptop, Notizen.\n- **CTA:** „Wo liegt für dich die Grenze?“\n- **Score:** 10/10\n\n---\n\n### 18. „Der Prompt für bessere Entscheidungen“\n\n- **Hook:** „Bevor du eine große Entscheidung triffst, lass KI diese 5 Fragen stellen.“\n- **Script-Kern:** Fakten, Annahmen, Risiken, Alternativen, Werte.\n- **Visual:** Entscheidungsbaum.\n- **CTA:** „Speichern vor der nächsten schweren Entscheidung.“\n- **Score:** 8/10\n\n---\n\n### 19. „KI als Gewissen? Gefährlich.“\n\n- **Hook:** „Wenn KI dein Gewissen ersetzt, hast du nicht Zeit gewonnen — du hast Autorität abgegeben.“\n- **Script-Kern:** KI kann Optionen zeigen, aber Werte müssen vom Menschen kommen.\n- **Visual:** Mensch vor Weggabelung, KI nur als Karte.\n- **CTA:** „Tool oder Autorität — wo ist deine Linie?“\n- **Score:** 9/10\n\n---\n\n### 20. „Dein persönlicher JARVIS in 60 Sekunden“\n\n- **Hook:** „Ein echter AI-Butler ist nicht ein Chatfenster. Es ist ein System.“\n- **Script-Kern:** Memory, Kalender, Aufgaben, Regeln, Freigabe vor Side Effects.\n- **Visual:** Systemdiagramm animiert.\n- **CTA:** „Soll ich zeigen, wie man so etwas baut?“\n- **Score:** 10/10\n\n---\n\n## C) 10 Ideen: FaithTok / Christian Life\n\n### 21. „God is not asking you to perform exhaustion“\n\n- **Hook:** „Vielleicht will Gott heute nicht mehr Leistung von dir. Vielleicht will er Ehrlichkeit.“\n- **Script-Kern:** Burnout, Gebet ohne Maske, Ruhe ist nicht Untreue.\n- **Visual:** müde Person am Tisch, Bibel, Morgenlicht.\n- **CTA:** „Send this to someone who is tired of pretending.“\n- **Score:** 10/10\n\n---\n\n### 22. „When anxiety says X“\n\n- **Hook:** „Anxiety says: you are alone. Scripture says: I am with you.“\n- **Script-Kern:** kurzer Call-and-response zwischen Angst und Verheißung.\n- **Visual:** dunkler Raum → Licht am Fenster.\n- **CTA:** „Which line did you need today?“\n- **Score:** 9/10\n\n---\n\n### 23. „Jesus was not impressed by productivity theater“\n\n- **Hook:** „Jesus was never impressed by people looking busy.“\n- **Script-Kern:** Martha/Mary-Prinzip: Aktivität ist nicht automatisch Treue.\n- **Visual:** hektischer Desk vs. ruhige Gegenwart.\n- **CTA:** „Busy or faithful — what are you chasing?“\n- **Score:** 10/10\n\n---\n\n### 24. „Discipline without grace becomes pride“\n\n- **Hook:** „Disziplin ohne Gnade macht dich nicht heilig. Sie macht dich hart.“\n- **Script-Kern:** Christliche Disziplin braucht Liebe, nicht Selbstvergötterung.\n- **Visual:** Kalender, Bibel, weiches Licht.\n- **CTA:** „Save this if discipline has become heavy.“\n- **Score:** 9/10\n\n---\n\n### 25. „God’s silence is not God’s absence“\n\n- **Hook:** „If God feels silent, it does not mean He left.“\n- **Script-Kern:** Stille als Formung, nicht Ablehnung.\n- **Visual:** leere Kirche, ruhige Natur.\n- **CTA:** „Comment ‘amen’ if you’re in the waiting.“\n- **Score:** 9/10\n\n---\n\n### 26. „Stop confusing peace with comfort“\n\n- **Hook:** „Peace is not always comfort. Sometimes peace is obedience while your hands still shake.“\n- **Script-Kern:** Mut, Gehorsam, Angst nicht als Stoppsignal missverstehen.\n- **Visual:** Person geht durch Regen/Licht.\n- **CTA:** „What step are you avoiding?“\n- **Score:** 10/10\n\n---\n\n### 27. „You are not behind“\n\n- **Hook:** „You are not behind. You are being formed.“\n- **Script-Kern:** Vergleich zerstört Berufung. Gottes Timing ist nicht Algorithmus-Timing.\n- **Visual:** Samen/Pflanze, Kalenderseiten.\n- **CTA:** „Send this to someone who feels late.“\n- **Score:** 9/10\n\n---\n\n### 28. „A prayer for people who can’t focus“\n\n- **Hook:** „If your mind will not stop racing, pray this slowly.“\n- **Script-Kern:** kurzes Gebet: Lord, gather my scattered mind…\n- **Visual:** Close-up Hände, Notizbuch, ruhige Musik.\n- **CTA:** „Save this prayer for later.“\n- **Score:** 9/10\n\n---\n\n### 29. „Faith is not a productivity hack“\n\n- **Hook:** „Faith is not here to make you more efficient. It is here to make you more faithful.“\n- **Script-Kern:** Glaube nicht instrumentalisieren; Frucht statt Performance.\n- **Visual:** Laptop wird geschlossen, Bibel bleibt offen.\n- **CTA:** „Needed this reminder?“\n- **Score:** 9/10\n\n---\n\n### 30. „The algorithm wants your attention. God wants your heart.“\n\n- **Hook:** „The algorithm wants your attention. God wants your heart.“\n- **Script-Kern:** Digitaler Lärm vs. geistliche Ausrichtung. Aufmerksamkeit ist Anbetungskapital.\n- **Visual:** Handy-Scrollen → Stille/Gebet.\n- **CTA:** „What gets your first attention every morning?“\n- **Score:** 10/10\n\n---\n\n# 5. Meine Auswahl für die ersten 9 Tests\n\nIch würde nicht alle 30 sofort produzieren. Wir testen zuerst je 3 pro Säule:\n\n## Life Optimization\n\n1. „Der 2-Minuten-Reset gegen Chaos im Kopf“\n2. „Der Anti-Doomscrolling-Trick“\n3. „Stop optimizing everything“\n\n## AI Life Systems\n\n1. „Use AI like a servant, not like a god“\n2. „KI gegen mental overload“\n3. „Dein persönlicher JARVIS in 60 Sekunden“\n\n## FaithTok\n\n1. „God is not asking you to perform exhaustion“\n2. „Jesus was not impressed by productivity theater“\n3. „The algorithm wants your attention. God wants your heart.“\n\nDiese neun haben die beste Mischung aus:\n\n- starker Hook\n- Identität\n- Kommentar-Potenzial\n- Serienfähigkeit\n- Monetarisierungsnähe\n\n---\n\n# 6. Nächste technische Schritte\n\n## Schritt 1: Repo sauber aufsetzen\n\nIch würde als Nächstes das leere GitHub-Repo strukturieren:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    config/\n    ideas/\n    scripting/\n    rendering/\n    review/\n    publishing/\n    analytics/\n  configs/\n    niches/\n    platforms/\n  data/\n    drafts/\n    performance/\n  scripts/\n  tests/\n  README.md\n  .gitignore\n  pyproject.toml\n```\n\nWichtig:\n\n- keine `.env`\n- keine Secrets\n- keine fertigen Videos im Git\n- keine Tokens\n- Outputs lokal oder Drive/S3-artig speichern\n\n---\n\n## Schritt 2: Content-Strategy v2\n\nWir ersetzen das aktuelle `content_strategy.json` durch modularere Strategie-Dateien:\n\n- `life_optimization.yaml`\n- `ai_life_systems.yaml`\n- `faithtok.yaml`\n\nMit Feldern:\n\n- Zielgruppe\n- Tonalität\n- No-Go-Liste\n- Hook-Patterns\n- CTA-Patterns\n- visuelle Regeln\n- erlaubte Bibel-/Faith-Tonalität\n- Plattform-Ziel\n\n---\n\n## Schritt 3: Script Quality Gate\n\nVor dem Rendering bekommt jedes Script einen Score:\n\n- Hook-Stärke\n- Novelty\n- emotionaler Pull\n- Klarheit\n- Retention-Risiko\n- Kommentar-Potenzial\n- AI-slop-Risiko\n- Policy-Risiko\n\nNur Scripts ab z.B. **8/10** werden gerendert.\n\n---\n\n## Schritt 4: Telegram Review Loop\n\nPipeline:\n\n1. Bot generiert Script + Visual Plan.\n2. Bot rendert Preview.\n3. Bot sendet per Telegram:\n   - Video-Datei\n   - Titel\n   - Caption\n   - Hashtags\n   - Plattformvorschlag\n   - Risiko-/Quality-Score\n4. Du antwortest:\n   - `Freigabe YouTube`\n   - `Freigabe TikTok`\n   - `Freigabe alle`\n   - oder `ändern: ...`\n5. Erst danach wird gepostet.\n\nKeine automatische Veröffentlichung ohne deine explizite Freigabe. Wir sind zivilisiert, nicht Meta Ads Manager.\n\n---\n\n## Schritt 5: Analytics Loop\n\nNach Veröffentlichung erfassen wir manuell oder per API:\n\n- Plattform\n- Titel\n- Hook\n- Nische\n- Format\n- Dauer\n- Views nach 2h / 24h / 7d\n- Likes\n- Kommentare\n- Shares\n- Follows\n- Retention, falls verfügbar\n\nDann optimiert der Bot die nächsten Videos datenbasiert.\n\n---\n\n# 7. Was ich von dir brauche, damit ich selbstständig posten kann\n\n## A) YouTube\n\nFür echtes automatisiertes Posting brauche ich:\n\n1. **Google/YouTube-Kanalzugriff**\n   - Der Account muss Zugriff auf den gewünschten YouTube-Kanal haben.\n   - Idealerweise Brand Account / Channel Manager Zugriff.\n\n2. **YouTube Data API aktiviert**\n   - Google Cloud Project\n   - YouTube Data API v3\n   - OAuth Client\n\n3. **OAuth-Freigabe**\n   - Scope für Upload:\n     - `https://www.googleapis.com/auth/youtube.upload`\n   - ggf. zusätzlich:\n     - `https://www.googleapis.com/auth/youtube`\n     - `https://www.googleapis.com/auth/youtube.force-ssl`\n\n4. **Kanal-Defaults**\n   - Sprache\n   - Land\n   - Kategorie\n   - Standard-Description\n   - Hashtag-Stil\n   - „Made for Kids?“: vermutlich **Nein**, falls kein Kindercontent\n   - Public / Unlisted / Private Default\n\nMeine Empfehlung:\n\n- Ich lade Videos zunächst als **private** oder **unlisted** hoch.\n- Nach deiner Telegram-Freigabe setze ich sie auf **public**.\n- Alternativ: Ich poste erst nach Freigabe direkt public.\n\n---\n\n## B) TikTok\n\nTikTok ist komplizierter.\n\nFür automatisches Posting gibt es zwei Wege:\n\n### Option 1: Offizielle TikTok Content Posting API\n\nBenötigt:\n\n- TikTok Developer Account\n- App im TikTok Developer Portal\n- Login Kit / OAuth\n- Scopes wie:\n  - `video.upload`\n  - `video.publish`\n- App Review / Freischaltung je nach Nutzung\n- Verbindung mit deinem TikTok-Account\n\nVorteil:\n\n- sauber und offiziell\n\nNachteil:\n\n- Setup und Freischaltung können nerven, weil Plattformbetreiber offenbar glauben, Entwickler hätten zu viel Lebensfreude.\n\n---\n\n### Option 2: Drittanbieter-Scheduler\n\nZum Beispiel:\n\n- Buffer\n- Metricool\n- Later\n- Publer\n- Hootsuite\n\nBenötigt:\n\n- Account beim Scheduler\n- verbundene Social Accounts\n- API-Key oder Workflow-Zugang, falls verfügbar\n\nVorteil:\n\n- oft einfacher\n- Multi-Plattform geplant\n\nNachteil:\n\n- Kosten\n- API-Zugriff je nach Anbieter eingeschränkt\n- direkte Freigabe-Workflows müssen wir prüfen\n\n---\n\n### Option 3: Halbautomatisch\n\nIch sende dir:\n\n- fertiges `.mp4`\n- Titel\n- Caption\n- Hashtags\n- Posting-Zeit\n- Plattform-Empfehlung\n\nDu postest manuell.\n\nVorteil:\n\n- sofort möglich\n- kein API-Kampf\n\nNachteil:\n\n- nicht vollautomatisch\n\nFür den Start würde ich Option 3 oder YouTube-Automation zuerst nehmen, TikTok danach.\n\n---\n\n## C) Instagram Reels / Facebook Reels\n\nBenötigt:\n\n- Instagram Professional Account\n- Verbindung mit Facebook Page\n- Meta Developer App\n- Graph API Permissions, typischerweise:\n  - `instagram_basic`\n  - `instagram_content_publish`\n  - `pages_show_list`\n  - `pages_read_engagement`\n  - ggf. `business_management`\n- Long-lived access token\n- App Review je nach Setup\n\nEmpfehlung:\n\n- Zuerst YouTube + manuelles TikTok/Instagram.\n- Danach Meta Publishing automatisieren.\n\n---\n\n# 8. Was ich konkret von dir brauche\n\nBitte liefere mir später — nicht zwingend alles sofort — diese Entscheidungen:\n\n## Kanal / Marke\n\n1. Kanalname oder Arbeitstitel?\n2. Sprache:\n   - Deutsch\n   - Englisch\n   - beides getrennt\n3. Soll es sichtbar christlich sein oder subtil?\n4. Darf der Kanal eine AI-/JARVIS-Persona haben?\n5. Soll deine Person sichtbar/erwähnt werden oder komplett Brand/Faceless?\n\n## Plattformen\n\n6. Welche Accounts sollen genutzt werden?\n   - YouTube-Kanal\n   - TikTok-Account\n   - Instagram\n   - Facebook Page\n7. Sind die Accounts neu oder bestehend?\n8. Schweiz-basierter TikTok-Account? Dann prüfen wir Creator Rewards Eligibility in der App.\n\n## Posting-Regeln\n\n9. Darf ich nach Freigabe automatisch posten?\n10. Standard-Freigabeformat:\n    - `Freigabe alle`\n    - `Freigabe YouTube`\n    - `Freigabe TikTok`\n    - `Ablehnen`\n    - `Ändern: ...`\n11. Soll ich Videos zunächst private/unlisted hochladen?\n\n## Brand-Regeln\n\n12. Stimme:\n    - männlich, warm\n    - männlich, ruhig\n    - energisch\n    - deutsch/englisch\n13. Musikstil:\n    - cinematic\n    - lofi\n    - ambient\n    - faith/worship-inspiriert, aber copyright-safe\n14. No-Go-Themen:\n    - Politik?\n    - Gesundheit?\n    - Theologie-Debatten?\n    - kontroverse KI-Themen?\n15. Bibelübersetzung / Faith-Tonalität:\n    - evangelikal\n    - katholisch-neutral\n    - allgemein christlich\n    - minimal-konfessionell\n\n---\n\n# 9. Mein vorgeschlagener nächster Schritt\n\nIch schlage vor:\n\n## Nächste Arbeitsphase\n\nIch setze das GitHub-Repo sauber auf und implementiere zuerst:\n\n1. Projektstruktur\n2. `.gitignore`\n3. Strategy-Dateien für die drei Säulen\n4. Script-Idea Generator\n5. Quality-Gate\n6. Telegram-Review-Format als Markdown/JSON\n7. erste 9 Test-Scripts als Drafts\n\nNoch **ohne automatisches Posting**.\n\nDanach sende ich dir die ersten 3 fertigen Script-Drafts hier im Topic zur Auswahl. Wenn du die Tonalität abnickst, bauen wir Rendering + Telegram Preview Loop.\n\nMeine Empfehlung für den ersten echten Testbatch:\n\n- 3 Videos Life Optimization\n- 3 Videos AI Life Systems\n- 3 Videos FaithTok\n- je eines davon als 60–75s TikTok-Rewards-Kandidat\n- Rest 25–45s für Growth\n\nSo bekommen wir schnell Daten, statt Monate an einer perfekten Maschine zu basteln, die dann perfekte Videos produziert, die niemand anschaut. Eine tragische, aber technisch saubere Form des Scheiterns — also vermeiden wir sie.",
      "reasoning": "**Developing test strategies**\n\nI’m thinking about writing a file with test ideas since the user asked for developing test strategies and next steps. Creating a project document in the repo sounds like a good action plan, possibly in markdown. I’m considering keeping it concise and aiming for about 30 test ideas, avoiding tables since they don’t work well in Telegram. For YouTube, I need to include details about OAuth, permissions, and the YT Data API. TikTok will require its developer app and specific app review too.\n**Exploring posting options**\n\nI'm considering the requirements for posting on Instagram and Facebook, which involve having a professional Instagram account connected to a Facebook page, ensuring the right permissions are set. For TikTok, I think about a self-post preview process that could involve user approval. YouTube is easier with its API, while TikTok's direct posting is more complex. I also want to mention monetization requirements in Switzerland since TikTok Creator Rewards may not be available there. I should verify if Switzerland is eligible for these features.\n**Evaluating monetization requirements**\n\nI’m considering monetization for YouTube and TikTok, especially in Switzerland. For YouTube, I find that the minimum video length for Shorts is between 0 to 3 minutes, while monetization doesn’t have a set minimum but depends on views. For TikTok, rewards kick in with videos at least 1 minute long and 1,000 qualified views. Growth algorithms usually favor shorter content, so I should focus on 25-45 seconds for TikTok and occasionally 60-75 seconds for monetization, while remembering that Shorts views don’t contribute to the 4k hours needed for long-form content.",
      "reasoning_content": "**Developing test strategies**\n\nI’m thinking about writing a file with test ideas since the user asked for developing test strategies and next steps. Creating a project document in the repo sounds like a good action plan, possibly in markdown. I’m considering keeping it concise and aiming for about 30 test ideas, avoiding tables since they don’t work well in Telegram. For YouTube, I need to include details about OAuth, permissions, and the YT Data API. TikTok will require its developer app and specific app review too.\n**Exploring posting options**\n\nI'm considering the requirements for posting on Instagram and Facebook, which involve having a professional Instagram account connected to a Facebook page, ensuring the right permissions are set. For TikTok, I think about a self-post preview process that could involve user approval. YouTube is easier with its API, while TikTok's direct posting is more complex. I also want to mention monetization requirements in Switzerland since TikTok Creator Rewards may not be available there. I should verify if Switzerland is eligible for these features.\n**Evaluating monetization requirements**\n\nI’m considering monetization for YouTube and TikTok, especially in Switzerland. For YouTube, I find that the minimum video length for Shorts is between 0 to 3 minutes, while monetization doesn’t have a set minimum but depends on views. For TikTok, rewards kick in with videos at least 1 minute long and 1,000 qualified views. Growth algorithms usually favor shorter content, so I should focus on 25-45 seconds for TikTok and occasionally 60-75 seconds for monetization, while remembering that Shorts views don’t contribute to the 4k hours needed for long-form content.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEMrZq9GoKN_ypPZvYiW4yzdTdPN6mKZyd-s4RlmXvEQC0XjgcmKq5J_GsZbDFAnM4hktKKca6aoXuKh430-IzPZesDQjQVTIfkmsTFhXD7_vGA7jIDpLAXXw_1gTIt9PRjsI3n5UqgYPax6dadMMOlf9WFUSb1a4xmW8mxpB8HrVtRot3m2JQ0mNm0ET8IsyO4BG907DCB0L-NG5jTdgzq01-xwJKY4CskqnY2IHaeTVBCIRaN3wxn74aQKZJ0Pev0xSOVgMd8KEFFw2Q6BM8gcHbqphWbkBA3oWgvq66SYGefh_9lgMe1yu9kRYJTPpgiliPlWSLM6OqLHmPzlWqMSpl9Lk9O-iyiSciAkf-WvxLH76i2P5_BTOaPE361ulUiajCcqaYabLl4DXcBMzGPSDQ9XQwaqi-Z6uLuy4ztjfvO6i517GWAxHak73E4hyqCWZxYT4ioH4qZC5Sqj_HRJk4vi0H8UWxuR4czvE7Ul0lFmljW7UFBhoQ4kOrWsDHQtahSNjtfKWyOz_h2PRyRgLfGNYcHiWLU6cpMMZ3jJ-lL1dJwmweRzuigiAgAZ7T6I3WYhPaklw0L3C_BOI75AqZX8eTjnjJSdeStg2d6L6iOkczoNqMi-dXtENAVbEC5wGuoPZ0c-zv-dDuFDa52_NKCvBjWBPYZBK68bC1ErCIGkiHPcUbM8GVxpQjSNV2RS_GgoeRbwo06FriDtolOnfpIRUOfuUPvjnVaUsT-ANxtmDJzw86ZC1cEi3nk4kNUsgEwI_V-pxt8WeeJcS1QA0sai41imvjMa0fedwiztF9YhxAgg54WGuPgimS2297CP51_BuqeYFz1kGiMVCOFi82GvumtcGUCTuW1PnoSHEy5mC5JkCBQqXWXW29NkpgfOMH1vGvce5J_FNl2xsG4n7z293cJxSdlhYqqShThrb3Kum07ZPs8XjWkUu3XIAjazlOptYLV7b6wWVg0YPR1K6_7l94JDZOvkldbcX8k2AY1N1exz4csKHRc7lOJRHvJemLeZAl8fuMX_AD-3al8ScJNmLPq2w7Z6RjX7VeyPYyp5uinWJeuPk3ovhJL0Pjp9Cb6Dim2E7bM-MVk2E9eNjtJOtMtNwlQ4BWRytj9eZ9op0jr9waKYlhnNU2-dLJ1uc_FY3h4v5-NFX8nWexEo1b61Rc2zpslpgV8ptzg4fU40c0XNgQWt2xkk-PtgW6rvv-BWp-AN1vwQywK2yQvQ_a1q-NFYqWnyyqi34VsREbTsaW9cC6dChMzuFhfea9EKC0cJiUiwu5AujC0IKf7vT22aUp2C4BqLqzZ8ZIJy-ogW4sddN_1Z4-MwyknDizn_0uX6sqW9ZG4AiWKyyFQEvspCy-6XdxiNeBtkDxARj1hK2pO9KVSLto4iPYhYFmvyTZ9WdrOtsh9Pu3uN-8PcMom8iO_bQzr3RB9oGqfFJO5zmsXv4qHan1wge-AJW9zbWJ0bDC_PUhIF3csw8G80kJnqbyijgEaFv3bY2BfQPRJojLxCfc2n8REii6vA9efg0x7huao2sA3IglUtNjSLNq2inJOmVnr8k-SvHwYsu5zkDCd454_CqwBFGGEFPqbjiMC9WPe02TkY-h1WXf7zOImHJOPGixjpnuK6-sqDuUC2oDcSzcHCQq3ZCyAn-zq2nw0pc3s8ru4DK1ve7NK3ndKIw4RzrG8mIyRu02N0di6WWmtr_4PJ5iddkU2VZaqPCumOHv1vsUP0ebSd1e7tnprlCcveyF59ZREaRA9CiVWxviDI64UnWWkf37ow3y40Faf8j-6JX_xnd6FgJEocilW_V63uWjQkC2kwXXg_3TvUg3INjEOCGU7jX-hjdjL5hy70c1VofgDCCrCDQIcL1Tx-MacsbWFrFL1Drk8Mgdn3mgADElgYNY6nTtPe2pvRG3XrYvuautpAXE4BzVAKiecm7wWj5IymVg_RkF8tZUWkpXC2BGjfJ1UABeQEzZCs-yFXqS4fdTlEAcChEGbGMw24CX1oDhhhphWgBa_l5WWx8vkrVfAUkjPSwGViOuhX5cHdAH9SLTFICxdQbhJSiR2ei-czG3PbIU8v4sWlFbeZP_VLVllOrXwE5B1eYJwORSA8vs5TEi4oB89uKwFsYFCJlpOQ_yUFrovcF8O8Ubg6Sng5Vl5v4CGegQYEQJ2Li9Q-pH43W-Gyfd09aO70GM-ZNAx1HtCLYsBlqgvwIO_8yggLVZey2v7oG46dOrwUzRh0xbsZQpXtlTfratCA1LwTVQ4iTpJokpBsJHoPa6JJjCj8lKUDw3qeDW3-3kGETamMnotIAv4uuI4CH6k7TT45euHpMHoaKpm775344nZKA8Pr1HIxwTr02en716NaXW0kLkGm-QBQlNIEUiw7m3cSJcMfggCSGrDVebJlBDnF0lr581r9T0lQxnJPX0_e7upLc7RfD2uFWanpSZJMEBIDgS1vKkpYWcbf58MhGHEx2sVrZNBSnQ0ry0MRdY7Xjxfts72xPN1XpKLRw5Ojw9wIbRtNhxYPh4u82uFJXQMzEdeA3f7iqnJK4bys0d_6EznJBjdKavZVVxOeho-Lo3e119UrHh7juB_WqfmYGjIUHRij6fBnUjUnQXCFqRBfyPiP8R79h9yMzbpiuQmKySszjZvqmqaMWboVf9DoX6nE-nzXOX2gkMPtKZiDieNFHTMuwYGnOyKaVN0P1KvETMTVGpT3rXPW4MDqOjuNlvJtXFAZadu3QErJ_plutxKESQheGfHkhV1tOlu6qLcddVUR5mpe_1pSWBczlk_l6ilmGABJS9ObuO0PzxK-HqesjIhnVqsa4DhCJluog-QnyvEi7jIpCqnpK0rXiT87a7RQ8GmvrLJQQCfC8nEjYwClDnSCEcRy_LlyzpcN-4T5yu_-GwptrLVWPok9otf3KWQAlRHs7g4AY9AzRLiIAErWWMlHOMN7ljfLjrcdNl2XJoR3TwyhAXOzjv3ij-ueLwbW847ho_i6bc6KoCkPGQ27aWPYBqQ3TOhJhnK5GDXKiBlsOjEkKYiAHNWlPdXI637v8hjM5WHHcucKliX3MnZzpx55Z5fc2islz5oWEztIUdzZXZiZY87Tlwr2h5-t1IxIqQVK0GI7SaRXjbvtuzxJZZRIpySm8j3HY_Xc4N75i332grruCgLdurTkbGI_ROuI5IzBgTlYlZdls9xfKkc3RYqM4DexP30fxyHs6gsf76PreW5EqmeF6zlbrGfhKmZoJip99NbGy9K19ELxfxyMVPlKRZVTWPwnOgLyHZqNzLn1PegMKOjw1fNvF-kbUp2dCkEBaPCS-zKKru1nXRisfU4mSLlI3deOkKClXTJ22_17ZRFpnYvNlFwM3uN_SnvYBXKUfGyk--wRyMccMaHUxLz5d6n-kXBLBgHVXBS791CU5s7VpcKWKC6ZuWkFAVdjobMePe6JgdH9BbJTu6hIA7Ce1T95aSuqnHIPS3YSBW59WTHFjUUmtsdqRAbPSflcqGSLcmbqvA80or1Z_bAw4pfG0yzH5Td57mM3Bc488i7tQ3KaXOVlIax9bpUTwFcIZEgyvwwYAsR0SDOw5a6Nc-efkhmtaE4ti27dZkQp-v8WDfhRv6USqVfZSRJTotJx4h3EshUs8GnOvyA3eY_6zF86bLjPx1YSDlE83lVRzK2QlUkH85DUW176Afuh3THzNKnhlHAWr2vxBViVaHxou6sPpg4fGwIVEK8HtZyCbJ7GCN0fO7bG0mbEk41DsaY2Jn7zHlDrobs5WMvolz4JwC8yLTwDYpFhwxiotdsFp9PBcFbdCeXr1PuWPpA7JJibjvPQseS6gX62EEWTVFDjfYkpAOiLzZHaWvbvyJQ2mFTgFIxh2mwUQaXGtv8sxSva_bdxFvmHNY--Qpg83GoU-ETSBzyCYPOnjKrTj_RU5nOnsVjRUZIfkvKpOKaJVx3E3XJiWU8BE02cwDRjs-L0R0AOSz5rFETUgVOpOECaL7CCr4MgUvutZniUP581o-aJntvEF9KdlvLaZUadHppEm1h6SMVFyicW0xuyWHUaTR4DYPzq8gX2EqQi7JQiRMUp8wUFnWXrS21YM2YYgV86YGXOfP2SdONw9g3K-_VPUdhUDBTDeKbQjWuSrrONG0Q1SVCz1ZfL_Z8ZE3H8axwTiKUbrogq0xc5PjduB_CmgPA==",
          "id": "rs_049e6b492e9f3d48016a10ca60c5248191a06407fc2850cfb9",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Developing test strategies**\n\nI’m thinking about writing a file with test ideas since the user asked for developing test strategies and next steps. Creating a project document in the repo sounds like a good action plan, possibly in markdown. I’m considering keeping it concise and aiming for about 30 test ideas, avoiding tables since they don’t work well in Telegram. For YouTube, I need to include details about OAuth, permissions, and the YT Data API. TikTok will require its developer app and specific app review too."
            },
            {
              "type": "summary_text",
              "text": "**Exploring posting options**\n\nI'm considering the requirements for posting on Instagram and Facebook, which involve having a professional Instagram account connected to a Facebook page, ensuring the right permissions are set. For TikTok, I think about a self-post preview process that could involve user approval. YouTube is easier with its API, while TikTok's direct posting is more complex. I also want to mention monetization requirements in Switzerland since TikTok Creator Rewards may not be available there. I should verify if Switzerland is eligible for these features."
            },
            {
              "type": "summary_text",
              "text": "**Evaluating monetization requirements**\n\nI’m considering monetization for YouTube and TikTok, especially in Switzerland. For YouTube, I find that the minimum video length for Shorts is between 0 to 3 minutes, while monetization doesn’t have a set minimum but depends on views. For TikTok, rewards kick in with videos at least 1 minute long and 1,000 qualified views. Growth algorithms usually favor shorter content, so I should focus on 25-45 seconds for TikTok and occasionally 60-75 seconds for monetization, while remembering that Shorts views don’t contribute to the 4k hours needed for long-form content."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ja, Sir. Ich würde daraus jetzt eine **zweigleisige Growth-Strategie** machen:\n\n1. **Follower-Aufbau:** kurze, aggressive Shorts mit hoher Retention.\n2. **Monetarisierungsfähigkeit:** parallel Formate bauen, die die Plattformregeln erfüllen — besonders TikTok verlangt für Creator Rewards längere Videos.\n\nIch habe die aktuellen offiziellen Anforderungen geprüft.\n\n---\n\n## 1. Monetarisierung: YouTube Shorts\n\nQuelle: YouTube-Hilfe / YouTube Partner Program.\n\n### YouTube Partner Program — volle Monetarisierung\n\nFür Bewerbung über Shorts aktuell:\n\n- **1.000 Abonnenten**\n- **10 Millionen gültige öffentliche Shorts-Aufrufe in den letzten 90 Tagen**\n\nAlternative über Longform:\n\n- **1.000 Abonnenten**\n- **4.000 gültige öffentliche Wiedergabestunden in den letzten 12 Monaten**\n\nWichtig:\n\n- Shorts-Aufrufe im Shorts-Feed zählen **nicht** zu den 4.000 Longform-Wiedergabestunden.\n- YouTube Shorts können seit Oktober 2024 bis zu **3 Minuten** lang sein, wenn sie vertikal oder quadratisch sind.\n- Shorts mit max. 3 Minuten können im Shorts-Feed und über Shorts-Revenue-Sharing monetarisiert werden, sofern der Kanal im YPP ist.\n\n### Konsequenz für uns\n\nFür YouTube ist die Videolänge strategisch flexibel:\n\n- **20–35 Sekunden:** beste Chance für hohe Completion Rate und Rewatches.\n- **45–60 Sekunden:** gut für tiefere Gedanken, FaithTok, Storytelling.\n- **60–120 Sekunden:** möglich, aber nur wenn Hook und Retention stark sind.\n\nYouTube belohnt nicht einfach Länge, sondern vor allem:\n\n- Swipe-Stop\n- Watchtime relativ zur Länge\n- Rewatch\n- Shares\n- Kommentare\n- Kanal-Fit\n\n---\n\n## 2. Monetarisierung: TikTok\n\nQuelle: TikTok Creator Rewards Program Terms, Stand Apr 2025.\n\n### TikTok Creator Rewards Program\n\nVoraussetzungen laut TikTok:\n\n- Wohnsitz in einem Land, in dem Creator Rewards verfügbar ist\n- kein VPN/ähnliches Tool\n- mindestens **10.000 echte Follower**\n- mindestens **100.000 echte Videoaufrufe in den letzten 30 Tagen**\n- Account ist **kein Business Account**\n- Account in good standing\n- Einhaltung Community Guidelines / Terms\n\n### Video-Anforderungen für Rewards\n\nEin Video kann Rewards sammeln, wenn:\n\n- es **mindestens 1 Minute lang** ist\n- es mindestens **1.000 qualified views** erreicht\n- kein Duet/Stitch\n- kein Photo Mode\n- keine Anzeige / paid promotion / sponsored content\n- originaler, hochwertiger Content\n- keine Policy-Verstöße\n\n### Wichtiger Schweiz-Punkt\n\nTikTok Creator Rewards ist nicht überall verfügbar. Die offizielle Seite spricht von „selected countries“. Für einen Schweizer Account müssten wir in der TikTok-App bzw. im Creator Center prüfen, ob das Programm konkret verfügbar ist.\n\n### Konsequenz für uns\n\nTikTok hat einen Zielkonflikt:\n\n- Kurze 20–40s Videos wachsen oft leichter.\n- Rewards gibt es aber nur für **1min+ Videos**.\n\nDaher:\n\n- **Growth Shorts:** 20–45s\n- **Monetization Candidates:** 61–75s\n- Sobald ein Format funktioniert, machen wir davon eine 1min+ Version für TikTok Rewards.\n\n---\n\n## 3. Weitere Kanäle, die infrage kommen\n\n### Instagram Reels\n\nSehr sinnvoll für Zweitverwertung.\n\nVorteile:\n\n- gleiche 9:16 Assets\n- guter Kanal für Faith, Lifestyle, Motivation\n- starke Share-/Save-Kultur\n\nNachteile:\n\n- direkte Reels-Monetarisierung ist je nach Land/Programm wechselhaft\n- oft eher indirekte Monetarisierung: Affiliate, Newsletter, eigene Produkte\n\nEmpfehlung: **mitnehmen**, aber nicht primär auf Plattform-Payout setzen.\n\n---\n\n### Facebook Reels\n\nInteressant für ältere Zielgruppen und christliche Inhalte.\n\nVorteile:\n\n- Faith/Family/Life-Advice funktioniert dort teilweise sehr gut\n- Reels können über Facebook-Seiten zusätzlich Reichweite bringen\n\nNachteile:\n\n- Monetarisierungsprogramme sind abhängig von Land, Seite, Policy und Einladung/Eligibility\n- jüngere Zielgruppe schwächer\n\nEmpfehlung: Für Faith/Life-Optimization sehr brauchbar als zusätzlicher Kanal.\n\n---\n\n### Pinterest Idea Pins / Video Pins\n\nFür Evergreen-Content interessant:\n\n- Life hacks\n- Routinen\n- Bibelverse\n- Checklisten\n- AI workflows\n\nMonetarisierung eher indirekt:\n\n- Traffic\n- Newsletter\n- digitale Produkte\n- Affiliate\n\nEmpfehlung: später, wenn wir wiederverwendbare Templates haben.\n\n---\n\n### X / Twitter Video\n\nFür KI-Content interessant, weniger für klassische Shorts.\n\nGut für:\n\n- AI Tools\n- Agenten-Demos\n- Thread + Video\n- Build-in-public\n\nMonetarisierung möglich, aber nicht unser Primärkanal.\n\n---\n\n### LinkedIn Video\n\nFür AI/Productivity eventuell stark.\n\nGut für:\n\n- „AI for work“\n- Automationen\n- Management/Leadership\n- praktische Workflows\n\nNicht ideal für FaithTok, außer sehr sauber formuliert.\n\n---\n\n### Snapchat Spotlight\n\nKann für virale Kurzclips funktionieren, aber weniger passend für unsere strategischen Themen.\n\n---\n\n## Meine Plattform-Empfehlung\n\n### Phase 1: Start mit 3 Kernplattformen\n\n- **YouTube Shorts**\n- **TikTok**\n- **Instagram Reels**\n\n### Phase 2: Erweiterung\n\n- Facebook Reels für Faith/Life\n- LinkedIn für AI/Productivity\n- Pinterest für Evergreen-Checklisten\n\n---\n\n# 4. Die 30 Test-Ideen\n\nIch würde die ersten Tests bewusst in drei Content-Säulen splitten:\n\n1. **Life Optimization**\n2. **AI Life Systems**\n3. **FaithTok / Christian Life**\n\nJede Idee ist als 20–45s Growth Short gedacht. Gute Gewinner können wir danach als 61–75s TikTok-Rewards-Version ausbauen.\n\n---\n\n## A) 10 Ideen: Life Optimization\n\n### 1. „Du brauchst keine Motivation“\n\n- **Hook:** „Wenn du immer auf Motivation wartest, hast du das System schon verloren.“\n- **Script-Kern:** Motivation ist Wetter. Systeme sind Architektur. Lege Kleidung, Wasser, Kalender und erste Aufgabe am Vorabend bereit.\n- **Visual:** dunkler Morgen, Handy auf Tisch, vorbereitete Kleidung, Kaffee.\n- **CTA:** „Was ist dein kleinstes System, das wirklich funktioniert?“\n- **Score:** 8/10\n\n---\n\n### 2. „Der 2-Minuten-Reset gegen Chaos im Kopf“\n\n- **Hook:** „Wenn dein Kopf 47 Tabs offen hat, mach genau das.“\n- **Script-Kern:** Papier nehmen, alles aus dem Kopf schreiben, 1 Sache einkreisen, 2 Minuten starten.\n- **Visual:** Schreibtisch, Notizzettel, Timer, ruhige Kamera.\n- **CTA:** „Speichern für den nächsten mentalen Overload.“\n- **Score:** 9/10\n\n---\n\n### 3. „Warum To-do-Listen dich stressen“\n\n- **Hook:** „Deine To-do-Liste ist vielleicht kein Plan. Sie ist eine Angst-Sammlung.“\n- **Script-Kern:** To-dos in drei Kategorien: jetzt, später, löschen. Nur eine nächste Aktion.\n- **Visual:** chaotische Liste wird auf drei Karten sortiert.\n- **CTA:** „Welche Aufgabe gehört eigentlich gelöscht?“\n- **Score:** 8/10\n\n---\n\n### 4. „Die erste Stunde entscheidet nicht alles — aber viel“\n\n- **Hook:** „Wenn du morgens direkt ans Handy gehst, startet jemand anderes deinen Tag.“\n- **Script-Kern:** 20 Minuten ohne Input: Wasser, Licht, Bewegung, eine Priorität.\n- **Visual:** Handy face down, Fensterlicht, Glas Wasser.\n- **CTA:** „Morgen testen: 20 Minuten ohne fremde Stimmen.“\n- **Score:** 8/10\n\n---\n\n### 5. „Du bist nicht faul, du bist friction-overloaded“\n\n- **Hook:** „Faulheit ist oft nur zu viel Reibung zwischen dir und dem nächsten Schritt.“\n- **Script-Kern:** Umgebung so bauen, dass gute Dinge leichter und schlechte Dinge schwerer werden.\n- **Visual:** Süßigkeiten weg, Buch sichtbar, App versteckt.\n- **CTA:** „Welche Reibung solltest du heute entfernen?“\n- **Score:** 8/10\n\n---\n\n### 6. „Der Anti-Doomscrolling-Trick“\n\n- **Hook:** „Wenn du TikTok öffnest und 40 Minuten verlierst, probier diesen hässlichen Trick.“\n- **Script-Kern:** Smartphone auf Graustufen, Apps aus Home Screen, Ladegerät außerhalb Schlafzimmer.\n- **Visual:** Handyfarbe wechselt zu grau, Schlafzimmer ohne Handy.\n- **CTA:** „Willst du eine 7-Tage-Digital-Reset-Serie?“\n- **Score:** 9/10\n\n---\n\n### 7. „Ein Satz gegen Überforderung“\n\n- **Hook:** „Wenn alles wichtig wirkt, frag dich diesen einen Satz.“\n- **Script-Kern:** „Was wäre heute genug?“ Definiert Minimum statt Perfektion.\n- **Visual:** Kalender voll, dann ein einzelner markierter Task.\n- **CTA:** „Was wäre heute genug für dich?“\n- **Score:** 7/10\n\n---\n\n### 8. „Warum dein Abend deinen Morgen sabotiert“\n\n- **Hook:** „Morgenprobleme entstehen oft gestern Abend.“\n- **Script-Kern:** 10-Minuten-Shutdown: Tasche, Kleidung, Kalender, erster Task.\n- **Visual:** Abendroutine, gedimmtes Licht, Arbeitsplatz schließen.\n- **CTA:** „Speichern und heute Abend testen.“\n- **Score:** 8/10\n\n---\n\n### 9. „Der Kalender lügt nicht“\n\n- **Hook:** „Du sagst, dir ist etwas wichtig. Dein Kalender sagt die Wahrheit.“\n- **Script-Kern:** Werte brauchen Zeitblöcke. Ohne Termin bleibt es Wunschdenken.\n- **Visual:** Kalender mit Familie, Sport, Gebet/Fokuszeit.\n- **CTA:** „Was sollte in deinem Kalender stehen?“\n- **Score:** 8/10\n\n---\n\n### 10. „Stop optimizing everything“\n\n- **Hook:** „Nicht alles in deinem Leben muss optimiert werden.“\n- **Script-Kern:** Optimiere Energie, Schlaf, Fokus — aber lass Raum für Freude, Familie, Glauben, Spiel.\n- **Visual:** Produktivitätssetup vs. Spaziergang/Familienmoment.\n- **CTA:** „Was willst du bewusst nicht optimieren?“\n- **Score:** 9/10\n\n---\n\n## B) 10 Ideen: AI Life Systems\n\n### 11. „Use AI like a servant, not like a god“\n\n- **Hook:** „KI ist ein schlechter Gott, aber ein ziemlich guter Diener.“\n- **Script-Kern:** KI soll strukturieren, erinnern, entwerfen — nicht Werte, Glauben oder Gewissen ersetzen.\n- **Visual:** Mensch schreibt Ziele, KI sortiert Aufgaben.\n- **CTA:** „Wofür nutzt du KI — Diener oder Chef?“\n- **Score:** 10/10\n\n---\n\n### 12. „Der beste Prompt ist keine Magie“\n\n- **Hook:** „Der beste Prompt beginnt nicht mit ‚act as‘. Er beginnt mit Kontext.“\n- **Script-Kern:** Ziel, Rolle, Input, Constraints, Outputformat.\n- **Visual:** Prompt-Bausteine erscheinen als Cards.\n- **CTA:** „Soll ich daraus eine Prompt-Serie machen?“\n- **Score:** 8/10\n\n---\n\n### 13. „KI gegen mental overload“\n\n- **Hook:** „Wenn dein Kopf zu laut ist, lass KI nicht denken — lass sie sortieren.“\n- **Script-Kern:** Brain dump → Kategorien → nächste Aktion → Kalenderblock.\n- **Visual:** chaotischer Text wird zu klarer Liste.\n- **CTA:** „Kommentar ‚RESET‘ für das Prompt-Template.“\n- **Score:** 9/10\n\n---\n\n### 14. „Dieser Prompt spart jeden Morgen 15 Minuten“\n\n- **Hook:** „Ich würde keinen Morgen mehr ohne diesen KI-Check starten.“\n- **Script-Kern:** Kalender + Aufgaben + Energielevel → Tagesplan mit Top 3.\n- **Visual:** Morning dashboard, Kaffee, Kalender.\n- **CTA:** „Willst du die genaue Vorlage?“\n- **Score:** 9/10\n\n---\n\n### 15. „AI won’t fix your life“\n\n- **Hook:** „KI wird dein Leben nicht reparieren, wenn dein System Müll ist.“\n- **Script-Kern:** KI verstärkt Prozesse. Erst Klarheit, dann Automatisierung.\n- **Visual:** chaotischer Schreibtisch + glänzender Roboter nutzlos.\n- **CTA:** „Automatisierst du schon — oder sortierst du noch?“\n- **Score:** 8/10\n\n---\n\n### 16. „Die 3 KI-Agenten, die jeder braucht“\n\n- **Hook:** „Du brauchst keine 50 Tools. Du brauchst 3 digitale Rollen.“\n- **Script-Kern:** Planer, Kritiker, Archivar.\n- **Visual:** drei Karten/Avatare: Planner, Reviewer, Memory.\n- **CTA:** „Welchen Agenten soll ich als erstes bauen?“\n- **Score:** 9/10\n\n---\n\n### 17. „KI für Christen? Ja, aber…“\n\n- **Hook:** „Christen sollten KI nutzen — aber nicht naiv.“\n- **Script-Kern:** Stewardship: Zeit sparen, besser dienen, aber Wahrheit/Gewissen nicht auslagern.\n- **Visual:** Bibel, Laptop, Notizen.\n- **CTA:** „Wo liegt für dich die Grenze?“\n- **Score:** 10/10\n\n---\n\n### 18. „Der Prompt für bessere Entscheidungen“\n\n- **Hook:** „Bevor du eine große Entscheidung triffst, lass KI diese 5 Fragen stellen.“\n- **Script-Kern:** Fakten, Annahmen, Risiken, Alternativen, Werte.\n- **Visual:** Entscheidungsbaum.\n- **CTA:** „Speichern vor der nächsten schweren Entscheidung.“\n- **Score:** 8/10\n\n---\n\n### 19. „KI als Gewissen? Gefährlich.“\n\n- **Hook:** „Wenn KI dein Gewissen ersetzt, hast du nicht Zeit gewonnen — du hast Autorität abgegeben.“\n- **Script-Kern:** KI kann Optionen zeigen, aber Werte müssen vom Menschen kommen.\n- **Visual:** Mensch vor Weggabelung, KI nur als Karte.\n- **CTA:** „Tool oder Autorität — wo ist deine Linie?“\n- **Score:** 9/10\n\n---\n\n### 20. „Dein persönlicher JARVIS in 60 Sekunden“\n\n- **Hook:** „Ein echter AI-Butler ist nicht ein Chatfenster. Es ist ein System.“\n- **Script-Kern:** Memory, Kalender, Aufgaben, Regeln, Freigabe vor Side Effects.\n- **Visual:** Systemdiagramm animiert.\n- **CTA:** „Soll ich zeigen, wie man so etwas baut?“\n- **Score:** 10/10\n\n---\n\n## C) 10 Ideen: FaithTok / Christian Life\n\n### 21. „God is not asking you to perform exhaustion“\n\n- **Hook:** „Vielleicht will Gott heute nicht mehr Leistung von dir. Vielleicht will er Ehrlichkeit.“\n- **Script-Kern:** Burnout, Gebet ohne Maske, Ruhe ist nicht Untreue.\n- **Visual:** müde Person am Tisch, Bibel, Morgenlicht.\n- **CTA:** „Send this to someone who is tired of pretending.“\n- **Score:** 10/10\n\n---\n\n### 22. „When anxiety says X“\n\n- **Hook:** „Anxiety says: you are alone. Scripture says: I am with you.“\n- **Script-Kern:** kurzer Call-and-response zwischen Angst und Verheißung.\n- **Visual:** dunkler Raum → Licht am Fenster.\n- **CTA:** „Which line did you need today?“\n- **Score:** 9/10\n\n---\n\n### 23. „Jesus was not impressed by productivity theater“\n\n- **Hook:** „Jesus was never impressed by people looking busy.“\n- **Script-Kern:** Martha/Mary-Prinzip: Aktivität ist nicht automatisch Treue.\n- **Visual:** hektischer Desk vs. ruhige Gegenwart.\n- **CTA:** „Busy or faithful — what are you chasing?“\n- **Score:** 10/10\n\n---\n\n### 24. „Discipline without grace becomes pride“\n\n- **Hook:** „Disziplin ohne Gnade macht dich nicht heilig. Sie macht dich hart.“\n- **Script-Kern:** Christliche Disziplin braucht Liebe, nicht Selbstvergötterung.\n- **Visual:** Kalender, Bibel, weiches Licht.\n- **CTA:** „Save this if discipline has become heavy.“\n- **Score:** 9/10\n\n---\n\n### 25. „God’s silence is not God’s absence“\n\n- **Hook:** „If God feels silent, it does not mean He left.“\n- **Script-Kern:** Stille als Formung, nicht Ablehnung.\n- **Visual:** leere Kirche, ruhige Natur.\n- **CTA:** „Comment ‘amen’ if you’re in the waiting.“\n- **Score:** 9/10\n\n---\n\n### 26. „Stop confusing peace with comfort“\n\n- **Hook:** „Peace is not always comfort. Sometimes peace is obedience while your hands still shake.“\n- **Script-Kern:** Mut, Gehorsam, Angst nicht als Stoppsignal missverstehen.\n- **Visual:** Person geht durch Regen/Licht.\n- **CTA:** „What step are you avoiding?“\n- **Score:** 10/10\n\n---\n\n### 27. „You are not behind“\n\n- **Hook:** „You are not behind. You are being formed.“\n- **Script-Kern:** Vergleich zerstört Berufung. Gottes Timing ist nicht Algorithmus-Timing.\n- **Visual:** Samen/Pflanze, Kalenderseiten.\n- **CTA:** „Send this to someone who feels late.“\n- **Score:** 9/10\n\n---\n\n### 28. „A prayer for people who can’t focus“\n\n- **Hook:** „If your mind will not stop racing, pray this slowly.“\n- **Script-Kern:** kurzes Gebet: Lord, gather my scattered mind…\n- **Visual:** Close-up Hände, Notizbuch, ruhige Musik.\n- **CTA:** „Save this prayer for later.“\n- **Score:** 9/10\n\n---\n\n### 29. „Faith is not a productivity hack“\n\n- **Hook:** „Faith is not here to make you more efficient. It is here to make you more faithful.“\n- **Script-Kern:** Glaube nicht instrumentalisieren; Frucht statt Performance.\n- **Visual:** Laptop wird geschlossen, Bibel bleibt offen.\n- **CTA:** „Needed this reminder?“\n- **Score:** 9/10\n\n---\n\n### 30. „The algorithm wants your attention. God wants your heart.“\n\n- **Hook:** „The algorithm wants your attention. God wants your heart.“\n- **Script-Kern:** Digitaler Lärm vs. geistliche Ausrichtung. Aufmerksamkeit ist Anbetungskapital.\n- **Visual:** Handy-Scrollen → Stille/Gebet.\n- **CTA:** „What gets your first attention every morning?“\n- **Score:** 10/10\n\n---\n\n# 5. Meine Auswahl für die ersten 9 Tests\n\nIch würde nicht alle 30 sofort produzieren. Wir testen zuerst je 3 pro Säule:\n\n## Life Optimization\n\n1. „Der 2-Minuten-Reset gegen Chaos im Kopf“\n2. „Der Anti-Doomscrolling-Trick“\n3. „Stop optimizing everything“\n\n## AI Life Systems\n\n1. „Use AI like a servant, not like a god“\n2. „KI gegen mental overload“\n3. „Dein persönlicher JARVIS in 60 Sekunden“\n\n## FaithTok\n\n1. „God is not asking you to perform exhaustion“\n2. „Jesus was not impressed by productivity theater“\n3. „The algorithm wants your attention. God wants your heart.“\n\nDiese neun haben die beste Mischung aus:\n\n- starker Hook\n- Identität\n- Kommentar-Potenzial\n- Serienfähigkeit\n- Monetarisierungsnähe\n\n---\n\n# 6. Nächste technische Schritte\n\n## Schritt 1: Repo sauber aufsetzen\n\nIch würde als Nächstes das leere GitHub-Repo strukturieren:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    config/\n    ideas/\n    scripting/\n    rendering/\n    review/\n    publishing/\n    analytics/\n  configs/\n    niches/\n    platforms/\n  data/\n    drafts/\n    performance/\n  scripts/\n  tests/\n  README.md\n  .gitignore\n  pyproject.toml\n```\n\nWichtig:\n\n- keine `.env`\n- keine Secrets\n- keine fertigen Videos im Git\n- keine Tokens\n- Outputs lokal oder Drive/S3-artig speichern\n\n---\n\n## Schritt 2: Content-Strategy v2\n\nWir ersetzen das aktuelle `content_strategy.json` durch modularere Strategie-Dateien:\n\n- `life_optimization.yaml`\n- `ai_life_systems.yaml`\n- `faithtok.yaml`\n\nMit Feldern:\n\n- Zielgruppe\n- Tonalität\n- No-Go-Liste\n- Hook-Patterns\n- CTA-Patterns\n- visuelle Regeln\n- erlaubte Bibel-/Faith-Tonalität\n- Plattform-Ziel\n\n---\n\n## Schritt 3: Script Quality Gate\n\nVor dem Rendering bekommt jedes Script einen Score:\n\n- Hook-Stärke\n- Novelty\n- emotionaler Pull\n- Klarheit\n- Retention-Risiko\n- Kommentar-Potenzial\n- AI-slop-Risiko\n- Policy-Risiko\n\nNur Scripts ab z.B. **8/10** werden gerendert.\n\n---\n\n## Schritt 4: Telegram Review Loop\n\nPipeline:\n\n1. Bot generiert Script + Visual Plan.\n2. Bot rendert Preview.\n3. Bot sendet per Telegram:\n   - Video-Datei\n   - Titel\n   - Caption\n   - Hashtags\n   - Plattformvorschlag\n   - Risiko-/Quality-Score\n4. Du antwortest:\n   - `Freigabe YouTube`\n   - `Freigabe TikTok`\n   - `Freigabe alle`\n   - oder `ändern: ...`\n5. Erst danach wird gepostet.\n\nKeine automatische Veröffentlichung ohne deine explizite Freigabe. Wir sind zivilisiert, nicht Meta Ads Manager.\n\n---\n\n## Schritt 5: Analytics Loop\n\nNach Veröffentlichung erfassen wir manuell oder per API:\n\n- Plattform\n- Titel\n- Hook\n- Nische\n- Format\n- Dauer\n- Views nach 2h / 24h / 7d\n- Likes\n- Kommentare\n- Shares\n- Follows\n- Retention, falls verfügbar\n\nDann optimiert der Bot die nächsten Videos datenbasiert.\n\n---\n\n# 7. Was ich von dir brauche, damit ich selbstständig posten kann\n\n## A) YouTube\n\nFür echtes automatisiertes Posting brauche ich:\n\n1. **Google/YouTube-Kanalzugriff**\n   - Der Account muss Zugriff auf den gewünschten YouTube-Kanal haben.\n   - Idealerweise Brand Account / Channel Manager Zugriff.\n\n2. **YouTube Data API aktiviert**\n   - Google Cloud Project\n   - YouTube Data API v3\n   - OAuth Client\n\n3. **OAuth-Freigabe**\n   - Scope für Upload:\n     - `https://www.googleapis.com/auth/youtube.upload`\n   - ggf. zusätzlich:\n     - `https://www.googleapis.com/auth/youtube`\n     - `https://www.googleapis.com/auth/youtube.force-ssl`\n\n4. **Kanal-Defaults**\n   - Sprache\n   - Land\n   - Kategorie\n   - Standard-Description\n   - Hashtag-Stil\n   - „Made for Kids?“: vermutlich **Nein**, falls kein Kindercontent\n   - Public / Unlisted / Private Default\n\nMeine Empfehlung:\n\n- Ich lade Videos zunächst als **private** oder **unlisted** hoch.\n- Nach deiner Telegram-Freigabe setze ich sie auf **public**.\n- Alternativ: Ich poste erst nach Freigabe direkt public.\n\n---\n\n## B) TikTok\n\nTikTok ist komplizierter.\n\nFür automatisches Posting gibt es zwei Wege:\n\n### Option 1: Offizielle TikTok Content Posting API\n\nBenötigt:\n\n- TikTok Developer Account\n- App im TikTok Developer Portal\n- Login Kit / OAuth\n- Scopes wie:\n  - `video.upload`\n  - `video.publish`\n- App Review / Freischaltung je nach Nutzung\n- Verbindung mit deinem TikTok-Account\n\nVorteil:\n\n- sauber und offiziell\n\nNachteil:\n\n- Setup und Freischaltung können nerven, weil Plattformbetreiber offenbar glauben, Entwickler hätten zu viel Lebensfreude.\n\n---\n\n### Option 2: Drittanbieter-Scheduler\n\nZum Beispiel:\n\n- Buffer\n- Metricool\n- Later\n- Publer\n- Hootsuite\n\nBenötigt:\n\n- Account beim Scheduler\n- verbundene Social Accounts\n- API-Key oder Workflow-Zugang, falls verfügbar\n\nVorteil:\n\n- oft einfacher\n- Multi-Plattform geplant\n\nNachteil:\n\n- Kosten\n- API-Zugriff je nach Anbieter eingeschränkt\n- direkte Freigabe-Workflows müssen wir prüfen\n\n---\n\n### Option 3: Halbautomatisch\n\nIch sende dir:\n\n- fertiges `.mp4`\n- Titel\n- Caption\n- Hashtags\n- Posting-Zeit\n- Plattform-Empfehlung\n\nDu postest manuell.\n\nVorteil:\n\n- sofort möglich\n- kein API-Kampf\n\nNachteil:\n\n- nicht vollautomatisch\n\nFür den Start würde ich Option 3 oder YouTube-Automation zuerst nehmen, TikTok danach.\n\n---\n\n## C) Instagram Reels / Facebook Reels\n\nBenötigt:\n\n- Instagram Professional Account\n- Verbindung mit Facebook Page\n- Meta Developer App\n- Graph API Permissions, typischerweise:\n  - `instagram_basic`\n  - `instagram_content_publish`\n  - `pages_show_list`\n  - `pages_read_engagement`\n  - ggf. `business_management`\n- Long-lived access token\n- App Review je nach Setup\n\nEmpfehlung:\n\n- Zuerst YouTube + manuelles TikTok/Instagram.\n- Danach Meta Publishing automatisieren.\n\n---\n\n# 8. Was ich konkret von dir brauche\n\nBitte liefere mir später — nicht zwingend alles sofort — diese Entscheidungen:\n\n## Kanal / Marke\n\n1. Kanalname oder Arbeitstitel?\n2. Sprache:\n   - Deutsch\n   - Englisch\n   - beides getrennt\n3. Soll es sichtbar christlich sein oder subtil?\n4. Darf der Kanal eine AI-/JARVIS-Persona haben?\n5. Soll deine Person sichtbar/erwähnt werden oder komplett Brand/Faceless?\n\n## Plattformen\n\n6. Welche Accounts sollen genutzt werden?\n   - YouTube-Kanal\n   - TikTok-Account\n   - Instagram\n   - Facebook Page\n7. Sind die Accounts neu oder bestehend?\n8. Schweiz-basierter TikTok-Account? Dann prüfen wir Creator Rewards Eligibility in der App.\n\n## Posting-Regeln\n\n9. Darf ich nach Freigabe automatisch posten?\n10. Standard-Freigabeformat:\n    - `Freigabe alle`\n    - `Freigabe YouTube`\n    - `Freigabe TikTok`\n    - `Ablehnen`\n    - `Ändern: ...`\n11. Soll ich Videos zunächst private/unlisted hochladen?\n\n## Brand-Regeln\n\n12. Stimme:\n    - männlich, warm\n    - männlich, ruhig\n    - energisch\n    - deutsch/englisch\n13. Musikstil:\n    - cinematic\n    - lofi\n    - ambient\n    - faith/worship-inspiriert, aber copyright-safe\n14. No-Go-Themen:\n    - Politik?\n    - Gesundheit?\n    - Theologie-Debatten?\n    - kontroverse KI-Themen?\n15. Bibelübersetzung / Faith-Tonalität:\n    - evangelikal\n    - katholisch-neutral\n    - allgemein christlich\n    - minimal-konfessionell\n\n---\n\n# 9. Mein vorgeschlagener nächster Schritt\n\nIch schlage vor:\n\n## Nächste Arbeitsphase\n\nIch setze das GitHub-Repo sauber auf und implementiere zuerst:\n\n1. Projektstruktur\n2. `.gitignore`\n3. Strategy-Dateien für die drei Säulen\n4. Script-Idea Generator\n5. Quality-Gate\n6. Telegram-Review-Format als Markdown/JSON\n7. erste 9 Test-Scripts als Drafts\n\nNoch **ohne automatisches Posting**.\n\nDanach sende ich dir die ersten 3 fertigen Script-Drafts hier im Topic zur Auswahl. Wenn du die Tonalität abnickst, bauen wir Rendering + Telegram Preview Loop.\n\nMeine Empfehlung für den ersten echten Testbatch:\n\n- 3 Videos Life Optimization\n- 3 Videos AI Life Systems\n- 3 Videos FaithTok\n- je eines davon als 60–75s TikTok-Rewards-Kandidat\n- Rest 25–45s für Growth\n\nSo bekommen wir schnell Daten, statt Monate an einer perfekten Maschine zu basteln, die dann perfekte Videos produziert, die niemand anschaut. Eine tragische, aber technisch saubere Form des Scheiterns — also vermeiden wir sie."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10ca6e1114819188d5f22be1e48d75",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Ok. Repo vorbereiten, usw. Machen wir das nach deinem vorschlag (testbatch).  Schauen wir danach wie die videos werden, bevor wir uns überlegen wie wir diese posten. Zuerst halbautomatisch."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_XxlURGVyBfrSFkmsblu9JDmM",
          "call_id": "call_XxlURGVyBfrSFkmsblu9JDmM",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd43f95c8191a0b70e64db502925",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"github-pr-workflow\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning GitHub repo implementation**\n\nI need to take action now! I should load relevant skills related to GitHub pull request workflows, like code writing and test-driven development. The user is asking for help implementing a repository. I'll need to inspect the repo and create files, possibly using the terminal and git. I should also be mindful to avoid exposing any secrets during this process. Let’s get this organized and make a solid plan!",
      "reasoning_content": "**Planning GitHub repo implementation**\n\nI need to take action now! I should load relevant skills related to GitHub pull request workflows, like code writing and test-driven development. The user is asking for help implementing a repository. I'll need to inspect the repo and create files, possibly using the terminal and git. I should also be mindful to avoid exposing any secrets during this process. Let’s get this organized and make a solid plan!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM1E43Rrs0oRpaaGsLewiOuTRyinYVIHhdkf4p2fByL_mS8vbVbJ4VfMgzh4-M5qN1SNgpA0dBpE-VUcEWVoaoJcLEH7lW33d8GRgTe6OIlyj7Ef6366YJ5e7OowWPZ9Fhlo8suxZ0XUkSdSkLi9I52szLr1HumRbDBaFv5OnQd_-rNnAUwZwTWtpHmcRWAdqXV5mPx2xWBukXJ_Bv4lqR2C1aNQ4UXmfanghLEkYFDjeOmTDAdYvqE8tFgMlkVsHSKYH75LSD6oLyknUge1515-BCsRaEEqknazSUtk_WfQC7iEMIRECqiLUjiOQnV7HmSUVT_SEF53UjNlW16dzyQJ-m0929iZoxaumSN7aG3qs2rqEKkCDBHfzdCzCJQYIk-_aEwCqBUxiBGcII1udoVOzcAK4XHgf1c9RHtST0EaJkS9yf2SQrBNRFu9tv9pTIPdFSA_nkklH9CcqjaQlSbhlKBOHD06elNXlwq3TpaXpOdhM9qo8EtOo27rnxRWsBDTXO4LHTxC9YWKdj0s296ppkvBUZjb6QNSbh-Qc85xLuGOFfW7Gb5VBsjCbXhw_uCR9bGsszcrBoVKkafwo4O3LGuPSzUyI832Ji-6YFW_yvxA0Rux0v_8xWAunOQ79T0zbaPOcSoRwZXL3cYhhPPI1LwQwiykHVL6n9ygl74w0vObQnXgBPCUJHHy_vPL1aQORUXMcVnc9xyYoBLyQlrVMeKZFoy9rJOhfv7WzElul2J4c51L1u4sXmnOImV4wG8u6cQ9Yo8fXDrIC5zcW2Cs-eOxy7A2-stHN29jUPEtVD4gUxUTXWbwSug1y95vrATkQnW47ZejpkmYTJ_XsuO1FCjFQlzCo6vfNDYBRGoEq3eKXmfMZePsKCtuYEPMaTanbRN7ceRBan4bgRbQTgHaFxth6aBwl4sFbUmp8GuNnWfzi_T593cGF6j0uB4O17gJ3gMY2MhyaE15SeEyv9-p1Qp53yu1BcdzM0qp5JBk56qNijDN8xxI_YxpGPLooZqmk0clTvu-clLWCzs0LRJYjtcXy8P4kGGO_GWoegnniq6W2ElIGRiZsUZmpZ8g5u4jlDWFIbAdKBlJd3fHrIGppE7gII4BRBLsAygjiCmJ_otnTsliGP3jN7BYcWEepS3RizHykeYOG05GwpvfiXFqmKU8asjmqOkivUS632pRqws322dazfB4xqD7mfuxXJ1rYTZdEX22H4iYKQC-NYp6kwJUytADfEsZzcR2rCyHSQNj_9Zsla0ZtZHeCw2nFqJXFWHVeWm-m1NkTO9H_FvW-6B12yXoI36q7t4P-MxVNKw3sp3O2X2PY6S_GyN24pg8V4egUm-rAhUWy7M_gDn1xA11SLMaWK_Hy4MmZYx7hzLLN-E3LdIG5V6LNWc1YB1P",
          "id": "rs_049e6b492e9f3d48016a10cd40356c8191a041e046201fa161",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning GitHub repo implementation**\n\nI need to take action now! I should load relevant skills related to GitHub pull request workflows, like code writing and test-driven development. The user is asking for help implementing a repository. I'll need to inspect the repo and create files, possibly using the terminal and git. I should also be mindful to avoid exposing any secrets during this process. Let’s get this organized and make a solid plan!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"github-pr-workflow\", \"description\": \"GitHub PR lifecycle: branch, commit, open, CI, merge.\", \"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"], \"content\": \"---\\nname: github-pr-workflow\\ndescription: \\\"GitHub PR lifecycle: branch, commit, open, CI, merge.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [GitHub, Pull-Requests, CI/CD, Git, Automation, Merge]\\n    related_skills: [github-auth, github-code-review]\\n---\\n\\n# GitHub Pull Request Workflow\\n\\nComplete guide for managing the PR lifecycle. Each section shows the `gh` way first, then the `git` + `curl` fallback for machines without `gh`.\\n\\nFor private HTTPS remotes where an agent must push with a token but PR creation may be blocked by token scope, see `references/private-repo-token-push-pr.md`.\\n\\n## Prerequisites\\n\\n- Authenticated with GitHub (see `github-auth` skill)\\n- Inside a git repository with a GitHub remote\\n\\n### Quick Auth Detection\\n\\n```bash\\n# Determine which method to use throughout this workflow\\nif command -v gh &>/dev/null && gh auth status &>/dev/null; then\\n  AUTH=\\\"gh\\\"\\nelse\\n  AUTH=\\\"git\\\"\\n  # Ensure we have a token for API calls\\n  if [ -z \\\"$GITHUB_TOKEN\\\" ]; then\\n    if [ -f ~/.hermes/.env ] && grep -q \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env; then\\n      GITHUB_TOKEN=$(grep \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env | head -1 | cut -d= -f2 | tr -d '\\\\n\\\\r')\\n    elif grep -q \\\"github.com\\\" ~/.git-credentials 2>/dev/null; then\\n      GITHUB_TOKEN=$(grep \\\"github.com\\\" ~/.git-credentials 2>/dev/null | head -1 | sed 's|https://[^:]*:\\\\([^@]*\\\\)@.*|\\\\1|')\\n    fi\\n  fi\\nfi\\necho \\\"Using: $AUTH\\\"\\n```\\n\\n### Extracting Owner/Repo from the Git Remote\\n\\nMany `curl` commands need `owner/repo`. Extract it from the git remote:\\n\\n```bash\\n# Works for both HTTPS and SSH remote URLs\\nREMOTE_URL=$(git remote get-url origin)\\nOWNER_REPO=$(echo \\\"$REMOTE_URL\\\" | sed -E 's|.*github\\\\.com[:/]||; s|\\\\.git$||')\\nOWNER=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f1)\\nREPO=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f2)\\necho \\\"Owner: $OWNER, Repo: $REPO\\\"\\n```\\n\\n---\\n\\n## 1. Branch Creation\\n\\nThis part is pure `git` — identical either way:\\n\\n```bash\\n# Make sure you're up to date\\ngit fetch origin\\ngit checkout main && git pull origin main\\n\\n# Create and switch to a new branch\\ngit checkout -b feat/add-user-authentication\\n```\\n\\nBranch naming conventions:\\n- `feat/description` — new features\\n- `fix/description` — bug fixes\\n- `refactor/description` — code restructuring\\n- `docs/description` — documentation\\n- `ci/description` — CI/CD changes\\n\\n## 2. Making Commits\\n\\nUse the agent's file tools (`write_file`, `patch`) to make changes, then commit:\\n\\n```bash\\n# Stage specific files\\ngit add src/auth.py src/models/user.py tests/test_auth.py\\n\\n# Commit with a conventional commit message\\ngit commit -m \\\"feat: add JWT-based user authentication\\n\\n- Add login/register endpoints\\n- Add User model with password hashing\\n- Add auth middleware for protected routes\\n- Add unit tests for auth flow\\\"\\n```\\n\\nCommit message format (Conventional Commits):\\n```\\ntype(scope): short description\\n\\nLonger explanation if needed. Wrap at 72 characters.\\n```\\n\\nTypes: `feat`, `fix`, `refactor`, `docs`, `test`, `ci`, `chore`, `perf`\\n\\n## 3. Pushing and Creating a PR\\n\\n### Push the Branch (same either way)\\n\\n```bash\\ngit push -u origin HEAD\\n```\\n\\nIf the remote is HTTPS and interactive username/password prompts fail in an agent/non-TTY environment, use a temporary `GIT_ASKPASS` helper instead of embedding tokens in the remote URL. Keep the token in an environment variable, never echo it, and remove the helper after push/verification:\\n\\n```bash\\n# Ensure the askpass child process can see the token.\\nexport GITHUB_TOKEN\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push -u origin HEAD\\n\\n# Optional authenticated remote-hash verification for private repos.\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\n\\nrm -f \\\"$ASKPASS\\\"\\n```\\n\\nThe `export GITHUB_TOKEN` line is not cosmetic: `GIT_ASKPASS` executes as a child process, so a shell variable that is not exported will look empty and GitHub will reject the push as an invalid username/token even when token extraction succeeded.\\n\\nIf push succeeds through a temporary authenticated URL or helper but local `git status` still shows `ahead`, the tracking ref may simply be stale because later `ls-remote`/`fetch origin` was unauthenticated. Verify with an authenticated `git ls-remote` against the same branch, then update `refs/remotes/origin/<branch>` via an authenticated fetch. Treat push success and remote-hash equality as the source of truth; do not print token-bearing URLs or persist them as remotes.\\n\\nDo not set token-bearing remotes, print token values, or leave askpass scripts behind. Keep the temporary askpass file alive through every authenticated step, including `git ls-remote` remote-hash verification; deleting it immediately after `git push` makes the later verification fail even though the push succeeded. Prefer `trap 'rm -f \\\"$ASKPASS\\\"' EXIT` over early manual removal.\\n\\nIf `git push` succeeds but the subsequent `git ls-remote` hash check fails with a transient network error (`Couldn't connect to server`, DNS/443 hiccup), do not blindly push again or claim failure. First check basic GitHub reachability (`curl -I --connect-timeout 5 https://github.com` or equivalent), then rerun only the authenticated `ls-remote` hash verification with `GIT_ASKPASS`/`GIT_TERMINAL_PROMPT=0`. Treat remote-hash equality as the completion signal.\\n\\nWhen extracting a token from a local CSV/secret file for `GIT_ASKPASS`, select by token shape/prefix (`github_pat_` or `ghp_`) rather than by excluding strings that start with `github`. Fine-grained GitHub tokens intentionally start with `github_pat_`; skipping all `github*` values can silently pass an empty/wrong password and produce `Invalid username or token`. Inspect only row/column counts or token lengths/prefix classes, never the token value.\\n\\n**Important permission pitfall:** a token that can push via HTTPS is not guaranteed to have REST/GraphQL permission to create PRs. After push, verify local/remote hash equality first. If PR creation returns `403 Forbidden`, do not retry by printing or broadening token handling in chat; report the pushed branch and GitHub's `/pull/new/<branch>` URL so the user can create the PR manually or provide a token with the required repo/pull-request scope.\\n\\n### Create the PR\\n\\n**With gh:**\\n\\n```bash\\ngh pr create \\\\\\n  --title \\\"feat: add JWT-based user authentication\\\" \\\\\\n  --body \\\"## Summary\\n- Adds login and register API endpoints\\n- JWT token generation and validation\\n\\n## Test Plan\\n- [ ] Unit tests pass\\n\\nCloses #42\\\"\\n```\\n\\nOptions: `--draft`, `--reviewer user1,user2`, `--label \\\"enhancement\\\"`, `--base develop`\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  -H \\\"Accept: application/vnd.github.v3+json\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls \\\\\\n  -d \\\"{\\n    \\\\\\\"title\\\\\\\": \\\\\\\"feat: add JWT-based user authentication\\\\\\\",\\n    \\\\\\\"body\\\\\\\": \\\\\\\"## Summary\\\\nAdds login and register API endpoints.\\\\n\\\\nCloses #42\\\\\\\",\\n    \\\\\\\"head\\\\\\\": \\\\\\\"$BRANCH\\\\\\\",\\n    \\\\\\\"base\\\\\\\": \\\\\\\"main\\\\\\\"\\n  }\\\"\\n```\\n\\nThe response JSON includes the PR `number` — save it for later commands.\\n\\nTo create as a draft, add `\\\"draft\\\": true` to the JSON body.\\n\\n## 4. Monitoring CI Status\\n\\n### Check CI Status\\n\\n**With gh:**\\n\\n```bash\\n# One-shot check\\ngh pr checks\\n\\n# Watch until all checks finish (polls every 10s)\\ngh pr checks --watch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\n# Get the latest commit SHA on the current branch\\nSHA=$(git rev-parse HEAD)\\n\\n# Query the combined status\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nprint(f\\\\\\\"Overall: {data['state']}\\\\\\\")\\nfor s in data.get('statuses', []):\\n    print(f\\\\\\\"  {s['context']}: {s['state']} - {s.get('description', '')}\\\\\\\")\\\"\\n\\n# Also check GitHub Actions check runs (separate endpoint)\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/check-runs \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nfor cr in data.get('check_runs', []):\\n    print(f\\\\\\\"  {cr['name']}: {cr['status']} / {cr['conclusion'] or 'pending'}\\\\\\\")\\\"\\n```\\n\\n### Poll Until Complete (git + curl)\\n\\n```bash\\n# Simple polling loop — check every 30 seconds, up to 10 minutes\\nSHA=$(git rev-parse HEAD)\\nfor i in $(seq 1 20); do\\n  STATUS=$(curl -s \\\\\\n    -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n    https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n    | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['state'])\\\")\\n  echo \\\"Check $i: $STATUS\\\"\\n  if [ \\\"$STATUS\\\" = \\\"success\\\" ] || [ \\\"$STATUS\\\" = \\\"failure\\\" ] || [ \\\"$STATUS\\\" = \\\"error\\\" ]; then\\n    break\\n  fi\\n  sleep 30\\ndone\\n```\\n\\n## 5. Auto-Fixing CI Failures\\n\\nWhen CI fails, diagnose and fix. This loop works with either auth method.\\n\\n### Step 1: Get Failure Details\\n\\n**With gh:**\\n\\n```bash\\n# List recent workflow runs on this branch\\ngh run list --branch $(git branch --show-current) --limit 5\\n\\n# View failed logs\\ngh run view <RUN_ID> --log-failed\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\n# List workflow runs on this branch\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  \\\"https://api.github.com/repos/$OWNER/$REPO/actions/runs?branch=$BRANCH&per_page=5\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nruns = json.load(sys.stdin)['workflow_runs']\\nfor r in runs:\\n    print(f\\\\\\\"Run {r['id']}: {r['name']} - {r['conclusion'] or r['status']}\\\\\\\")\\\"\\n\\n# Get failed job logs (download as zip, extract, read)\\nRUN_ID=<run_id>\\ncurl -s -L \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/logs \\\\\\n  -o /tmp/ci-logs.zip\\ncd /tmp && unzip -o ci-logs.zip -d ci-logs && cat ci-logs/*.txt\\n```\\n\\n### Step 2: Fix and Push\\n\\nAfter identifying the issue, use file tools (`patch`, `write_file`) to fix it:\\n\\n```bash\\ngit add <fixed_files>\\ngit commit -m \\\"fix: resolve CI failure in <check_name>\\\"\\ngit push\\n```\\n\\n### Step 3: Verify\\n\\nRe-check CI status using the commands from Section 4 above.\\n\\n### Auto-Fix Loop Pattern\\n\\nWhen asked to auto-fix CI, follow this loop:\\n\\n1. Check CI status → identify failures\\n2. Read failure logs → understand the error\\n3. Use `read_file` + `patch`/`write_file` → fix the code\\n4. `git add . && git commit -m \\\"fix: ...\\\" && git push`\\n5. Wait for CI → re-check status\\n6. Repeat if still failing (up to 3 attempts, then ask the user)\\n\\n## 6. Merging\\n\\n**With gh:**\\n\\n```bash\\n# Squash merge + delete branch (cleanest for feature branches)\\ngh pr merge --squash --delete-branch\\n\\n# Enable auto-merge (merges when all checks pass)\\ngh pr merge --auto --squash --delete-branch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nPR_NUMBER=<number>\\n\\n# Merge the PR via API (squash)\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/merge \\\\\\n  -d \\\"{\\n    \\\\\\\"merge_method\\\\\\\": \\\\\\\"squash\\\\\\\",\\n    \\\\\\\"commit_title\\\\\\\": \\\\\\\"feat: add user authentication (#$PR_NUMBER)\\\\\\\"\\n  }\\\"\\n\\n# Delete the remote branch after merge\\nBRANCH=$(git branch --show-current)\\ngit push origin --delete $BRANCH\\n\\n# Switch back to main locally\\ngit checkout main && git pull origin main\\ngit branch -d $BRANCH\\n```\\n\\nMerge methods: `\\\"merge\\\"` (merge commit), `\\\"squash\\\"`, `\\\"rebase\\\"`\\n\\n### Enable Auto-Merge (curl)\\n\\n```bash\\n# Auto-merge requires the repo to have it enabled in settings.\\n# This uses the GraphQL API since REST doesn't support auto-merge.\\nPR_NODE_ID=$(curl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \\\\\\n  | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['node_id'])\\\")\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/graphql \\\\\\n  -d \\\"{\\\\\\\"query\\\\\\\": \\\\\\\"mutation { enablePullRequestAutoMerge(input: {pullRequestId: \\\\\\\\\\\\\\\"$PR_NODE_ID\\\\\\\\\\\\\\\", mergeMethod: SQUASH}) { clientMutationId } }\\\\\\\"}\\\"\\n```\\n\\n## 7. Complete Workflow Example\\n\\n```bash\\n# 1. Start from clean main\\ngit checkout main && git pull origin main\\n\\n# 2. Branch\\ngit checkout -b fix/login-redirect-bug\\n\\n# 3. (Agent makes code changes with file tools)\\n\\n# 4. Commit\\ngit add src/auth/login.py tests/test_login.py\\ngit commit -m \\\"fix: correct redirect URL after login\\n\\nPreserves the ?next= parameter instead of always redirecting to /dashboard.\\\"\\n\\n# 5. Push\\ngit push -u origin HEAD\\n\\n# 6. Create PR (picks gh or curl based on what's available)\\n# ... (see Section 3)\\n\\n# 7. Monitor CI (see Section 4)\\n\\n# 8. Merge when green (see Section 6)\\n```\\n\\n## Useful PR Commands Reference\\n\\n| Action | gh | git + curl |\\n|--------|-----|-----------|\\n| List my PRs | `gh pr list --author @me` | `curl -s -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\"https://api.github.com/repos/$OWNER/$REPO/pulls?state=open\\\"` |\\n| View PR diff | `gh pr diff` | `git diff main...HEAD` (local) or `curl -H \\\"Accept: application/vnd.github.diff\\\" ...` |\\n| Add comment | `gh pr comment N --body \\\"...\\\"` | `curl -X POST .../issues/N/comments -d '{\\\"body\\\":\\\"...\\\"}'` |\\n| Request review | `gh pr edit N --add-reviewer user` | `curl -X POST .../pulls/N/requested_reviewers -d '{\\\"reviewers\\\":[\\\"user\\\"]}'` |\\n| Close PR | `gh pr close N` | `curl -X PATCH .../pulls/N -d '{\\\"state\\\":\\\"closed\\\"}'` |\\n| Check out someone's PR | `gh pr checkout N` | `git fetch origin pull/N/head:pr-N && git checkout pr-N` |\\n\", \"path\": \"github/github-pr-workflow/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/github/github-pr-workflow\", \"linked_files\": {\"references\": [\"references/private-repo-token-push-pr.md\", \"references/conventional-commits.md\", \"references/ci-troubleshooting.md\"], \"templates\": [\"templates/pr-body-bugfix.md\", \"templates/pr-body-feature.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"]}}}",
      "tool_call_id": "call_XxlURGVyBfrSFkmsblu9JDmM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_j9x2LLKwvFuYIHy5FaBvFp69",
          "call_id": "call_j9x2LLKwvFuYIHy5FaBvFp69",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd46c32481919ef97e2563d7f4e6",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"test-driven-development\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"test-driven-development\", \"description\": \"TDD: enforce RED-GREEN-REFACTOR, tests before code.\", \"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"], \"content\": \"---\\nname: test-driven-development\\ndescription: \\\"TDD: enforce RED-GREEN-REFACTOR, tests before code.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent (adapted from obra/superpowers)\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [testing, tdd, development, quality, red-green-refactor]\\n    related_skills: [systematic-debugging, writing-plans, subagent-driven-development]\\n---\\n\\n# Test-Driven Development (TDD)\\n\\n## Overview\\n\\nWrite the test first. Watch it fail. Write minimal code to pass.\\n\\n**Core principle:** If you didn't watch the test fail, you don't know if it tests the right thing.\\n\\n**Violating the letter of the rules is violating the spirit of the rules.**\\n\\n## When to Use\\n\\n**Always:**\\n- New features\\n- Bug fixes\\n- Refactoring\\n- Behavior changes\\n\\n**Exceptions (ask the user first):**\\n- Throwaway prototypes\\n- Generated code\\n- Configuration files\\n\\nThinking \\\"skip TDD just this once\\\"? Stop. That's rationalization.\\n\\n## The Iron Law\\n\\n```\\nNO PRODUCTION CODE WITHOUT A FAILING TEST FIRST\\n```\\n\\nWrite code before the test? Delete it. Start over.\\n\\n**No exceptions:**\\n- Don't keep it as \\\"reference\\\"\\n- Don't \\\"adapt\\\" it while writing tests\\n- Don't look at it\\n- Delete means delete\\n\\nImplement fresh from tests. Period.\\n\\n## Red-Green-Refactor Cycle\\n\\n### RED — Write Failing Test\\n\\nWrite one minimal test showing what should happen.\\n\\n**Good test:**\\n```python\\ndef test_retries_failed_operations_3_times():\\n    attempts = 0\\n    def operation():\\n        nonlocal attempts\\n        attempts += 1\\n        if attempts < 3:\\n            raise Exception('fail')\\n        return 'success'\\n\\n    result = retry_operation(operation)\\n\\n    assert result == 'success'\\n    assert attempts == 3\\n```\\nClear name, tests real behavior, one thing.\\n\\n**Bad test:**\\n```python\\ndef test_retry_works():\\n    mock = MagicMock()\\n    mock.side_effect = [Exception(), Exception(), 'success']\\n    result = retry_operation(mock)\\n    assert result == 'success'  # What about retry count? Timing?\\n```\\nVague name, tests mock not real code.\\n\\n**Requirements:**\\n- One behavior per test\\n- Clear descriptive name (\\\"and\\\" in name? Split it)\\n- Real code, not mocks (unless truly unavoidable)\\n- Name describes behavior, not implementation\\n\\n### Verify RED — Watch It Fail\\n\\n**MANDATORY. Never skip.**\\n\\n```bash\\n# Use terminal tool to run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n```\\n\\nConfirm:\\n- Test fails (not errors from typos)\\n- Failure message is expected\\n- Fails because the feature is missing\\n\\n**Test passes immediately?** You're testing existing behavior. Fix the test.\\n\\n**Test errors?** Fix the error, re-run until it fails correctly.\\n\\n### GREEN — Minimal Code\\n\\nWrite the simplest code to pass the test. Nothing more.\\n\\n**Good:**\\n```python\\ndef add(a, b):\\n    return a + b  # Nothing extra\\n```\\n\\n**Bad:**\\n```python\\ndef add(a, b):\\n    result = a + b\\n    logging.info(f\\\"Adding {a} + {b} = {result}\\\")  # Extra!\\n    return result\\n```\\n\\nDon't add features, refactor other code, or \\\"improve\\\" beyond the test.\\n\\n**Cheating is OK in GREEN:**\\n- Hardcode return values\\n- Copy-paste\\n- Duplicate code\\n- Skip edge cases\\n\\nWe'll fix it in REFACTOR.\\n\\n### Verify GREEN — Watch It Pass\\n\\n**MANDATORY.**\\n\\n```bash\\n# Run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n\\n# Then run ALL tests to check for regressions\\npytest tests/ -q\\n```\\n\\nConfirm:\\n- Test passes\\n- Other tests still pass\\n- Output pristine (no errors, warnings)\\n\\n**Test fails?** Fix the code, not the test.\\n\\n**Other tests fail?** Fix regressions now.\\n\\n### REFACTOR — Clean Up\\n\\nAfter green only:\\n- Remove duplication\\n- Improve names\\n- Extract helpers\\n- Simplify expressions\\n\\nKeep tests green throughout. Don't add behavior.\\n\\n**If tests fail during refactor:** Undo immediately. Take smaller steps.\\n\\n### Repeat\\n\\nNext failing test for next behavior. One cycle at a time.\\n\\n## Why Order Matters\\n\\n**\\\"I'll write tests after to verify it works\\\"**\\n\\nTests written after code pass immediately. Passing immediately proves nothing:\\n- Might test the wrong thing\\n- Might test implementation, not behavior\\n- Might miss edge cases you forgot\\n- You never saw it catch the bug\\n\\nTest-first forces you to see the test fail, proving it actually tests something.\\n\\n**\\\"I already manually tested all the edge cases\\\"**\\n\\nManual testing is ad-hoc. You think you tested everything but:\\n- No record of what you tested\\n- Can't re-run when code changes\\n- Easy to forget cases under pressure\\n- \\\"It worked when I tried it\\\" ≠ comprehensive\\n\\nAutomated tests are systematic. They run the same way every time.\\n\\n**\\\"Deleting X hours of work is wasteful\\\"**\\n\\nSunk cost fallacy. The time is already gone. Your choice now:\\n- Delete and rewrite with TDD (high confidence)\\n- Keep it and add tests after (low confidence, likely bugs)\\n\\nThe \\\"waste\\\" is keeping code you can't trust.\\n\\n**\\\"TDD is dogmatic, being pragmatic means adapting\\\"**\\n\\nTDD IS pragmatic:\\n- Finds bugs before commit (faster than debugging after)\\n- Prevents regressions (tests catch breaks immediately)\\n- Documents behavior (tests show how to use code)\\n- Enables refactoring (change freely, tests catch breaks)\\n\\n\\\"Pragmatic\\\" shortcuts = debugging in production = slower.\\n\\n**\\\"Tests after achieve the same goals — it's spirit not ritual\\\"**\\n\\nNo. Tests-after answer \\\"What does this do?\\\" Tests-first answer \\\"What should this do?\\\"\\n\\nTests-after are biased by your implementation. You test what you built, not what's required. Tests-first force edge case discovery before implementing.\\n\\n## Common Rationalizations\\n\\n| Excuse | Reality |\\n|--------|---------|\\n| \\\"Too simple to test\\\" | Simple code breaks. Test takes 30 seconds. |\\n| \\\"I'll test after\\\" | Tests passing immediately prove nothing. |\\n| \\\"Tests after achieve same goals\\\" | Tests-after = \\\"what does this do?\\\" Tests-first = \\\"what should this do?\\\" |\\n| \\\"Already manually tested\\\" | Ad-hoc ≠ systematic. No record, can't re-run. |\\n| \\\"Deleting X hours is wasteful\\\" | Sunk cost fallacy. Keeping unverified code is technical debt. |\\n| \\\"Keep as reference, write tests first\\\" | You'll adapt it. That's testing after. Delete means delete. |\\n| \\\"Need to explore first\\\" | Fine. Throw away exploration, start with TDD. |\\n| \\\"Test hard = design unclear\\\" | Listen to the test. Hard to test = hard to use. |\\n| \\\"TDD will slow me down\\\" | TDD faster than debugging. Pragmatic = test-first. |\\n| \\\"Manual test faster\\\" | Manual doesn't prove edge cases. You'll re-test every change. |\\n| \\\"Existing code has no tests\\\" | You're improving it. Add tests for the code you touch. |\\n\\n## Red Flags — STOP and Start Over\\n\\nIf you catch yourself doing any of these, delete the code and restart with TDD:\\n\\n- Code before test\\n- Test after implementation\\n- Test passes immediately on first run\\n- Can't explain why test failed\\n- Tests added \\\"later\\\"\\n- Rationalizing \\\"just this once\\\"\\n- \\\"I already manually tested it\\\"\\n- \\\"Tests after achieve the same purpose\\\"\\n- \\\"Keep as reference\\\" or \\\"adapt existing code\\\"\\n- \\\"Already spent X hours, deleting is wasteful\\\"\\n- \\\"TDD is dogmatic, I'm being pragmatic\\\"\\n- \\\"This is different because...\\\"\\n\\n**All of these mean: Delete code. Start over with TDD.**\\n\\n## Verification Checklist\\n\\nBefore marking work complete:\\n\\n- [ ] Every new function/method has a test\\n- [ ] Watched each test fail before implementing\\n- [ ] Each test failed for expected reason (feature missing, not typo)\\n- [ ] Wrote minimal code to pass each test\\n- [ ] All tests pass\\n- [ ] Output pristine (no errors, warnings)\\n- [ ] Tests use real code (mocks only if unavoidable)\\n- [ ] Edge cases and errors covered\\n\\nCan't check all boxes? You skipped TDD. Start over.\\n\\n## When Stuck\\n\\n| Problem | Solution |\\n|---------|----------|\\n| Don't know how to test | Write the wished-for API. Write the assertion first. Ask the user. |\\n| Test too complicated | Design too complicated. Simplify the interface. |\\n| Must mock everything | Code too coupled. Use dependency injection. |\\n| Test setup huge | Extract helpers. Still complex? Simplify the design. |\\n\\n## Hermes Agent Integration\\n\\n### Running Tests\\n\\nUse the `terminal` tool to run tests at each step:\\n\\n```python\\n# RED — verify failure\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# GREEN — verify pass\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# Full suite — verify no regressions\\nterminal(\\\"pytest tests/ -q\\\")\\n```\\n\\n### With delegate_task\\n\\nWhen dispatching subagents for implementation, enforce TDD in the goal:\\n\\n```python\\ndelegate_task(\\n    goal=\\\"Implement [feature] using strict TDD\\\",\\n    context=\\\"\\\"\\\"\\n    Follow test-driven-development skill:\\n    1. Write failing test FIRST\\n    2. Run test to verify it fails\\n    3. Write minimal code to pass\\n    4. Run test to verify it passes\\n    5. Refactor if needed\\n    6. Commit\\n\\n    Project test command: pytest tests/ -q\\n    Project structure: [describe relevant files]\\n    \\\"\\\"\\\",\\n    toolsets=['terminal', 'file']\\n)\\n```\\n\\n### With systematic-debugging\\n\\nBug found? Write failing test reproducing it. Follow TDD cycle. The test proves the fix and prevents regression.\\n\\nNever fix bugs without a test.\\n\\n## Testing Anti-Patterns\\n\\n- **Testing mock behavior instead of real behavior** — mocks should verify interactions, not replace the system under test\\n- **Testing implementation details** — test behavior/results, not internal method calls\\n- **Happy path only** — always test edge cases, errors, and boundaries\\n- **Brittle tests** — tests should verify behavior, not structure; refactoring shouldn't break them\\n- **Substring sentinels that collide with generated IDs** — when asserting that amounts or fixture values are excluded from a result, assert the full formatted token (e.g. `999.00`) or a typed field, not a short substring like `999` that can appear inside UUIDs/hash-like IDs.\\n\\n## Final Rule\\n\\n```\\nProduction code → test exists and failed first\\nOtherwise → not TDD\\n```\\n\\nNo exceptions without the user's explicit permission.\\n\", \"path\": \"software-development/test-driven-development/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/software-development/test-driven-development\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"]}}}",
      "tool_call_id": "call_j9x2LLKwvFuYIHy5FaBvFp69"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_V9Lh6qTcagId3MQvyNz7XnnE",
          "call_id": "call_V9Lh6qTcagId3MQvyNz7XnnE",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd493e2c8191b603583071934913",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"todos\":[{\"id\":\"1\",\"content\":\"Repo-Status prüfen und Arbeitsbranch erstellen\",\"status\":\"in_progress\"},{\"id\":\"2\",\"content\":\"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\",\"status\":\"pending\"},{\"id\":\"3\",\"content\":\"Tests/Validierung hinzufügen und ausführen\",\"status\":\"pending\"},{\"id\":\"4\",\"content\":\"Committen und in GitHub pushen\",\"status\":\"pending\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Repo-Status prüfen und Arbeitsbranch erstellen\", \"status\": \"in_progress\"}, {\"id\": \"2\", \"content\": \"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\", \"status\": \"pending\"}, {\"id\": \"3\", \"content\": \"Tests/Validierung hinzufügen und ausführen\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Committen und in GitHub pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 3, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}",
      "tool_call_id": "call_V9Lh6qTcagId3MQvyNz7XnnE"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_3Y9SiB30deba4AJJiKJUAhmr",
          "call_id": "call_3Y9SiB30deba4AJJiKJUAhmr",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd4f0c288191ad08bb8e8d416d1d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\ngit status --short --branch\\ngit fetch origin main\\ngit checkout main\\ngit pull --ff-only origin main\\ngit checkout -B feat/initial-growth-engine\\ngit status --short --branch\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"## main...origin/main\\nfatal: could not read Username for 'https://github.com': Kein passendes Gerät bzw. keine passende Adresse gefunden\", \"exit_code\": 128, \"error\": null}",
      "tool_call_id": "call_3Y9SiB30deba4AJJiKJUAhmr"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NgAB8YQehUOCcj0yF6l1rIM9",
          "call_id": "call_NgAB8YQehUOCcj0yF6l1rIM9",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd5834b48191aaab0f8a0f8916ac",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git fetch origin main\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git checkout main\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git pull --ff-only origin main\\ngit checkout -B feat/initial-growth-engine\\ngit status --short --branch\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM1f4ayCaX_iXosyJzxbEkOFBNbZ4naUtiw9Ie0Sfv55nc3IX1nVVhDLWlDd5nHoNsK6xsUQ3x2rbY7LOM5pGrAFN1XkinphjP2mqgfIBFU_Q7xsKT7dfj2JeuqVQJVIjzfv2lDsL_cFWnHG1WP0DwqIxc5o2f8ezFVpOLNRA8snkzWlkIbVMS4QCXenOc1W00AacaasAuBdjB8IdfhNUeGI87xoc-qBdDx2CmYqyop0PMm7rzYYXbHFwg0BkUeyykFoW3qlems7QiYiFXuJ_atLo9xAV_lbQztxMUKDfT-rBjpcl0EXgmGsXrqe8HCZVxzjhbJZ7zpA5aej9wxy7RveALTcI8dYRiVgsOkFoVw2amDNb6zy1GGll6-ycU_zBCyvIz8JuGtyzPbU5tUYFx3xjYMVBQywqVfk0as089Cv_iopxAidh8cP1Gh20ZSCnT-K9YufXRwbu9E-ta01osuPCLQwiZQqy0glkOiDfZwHQ6QRWweoCcZh-v6dbv2CZ8gyIeZk7YGnpQcIG361ZxPhdKrVqfjK5VV2ILn4AnrgIhjw5_wpyjWRa0e3H2iNcxdZOsLVovmRqfmz3ZeumqbgD7yTx3_Ke30TDIas-aBnKFC8mAUzCnup1XoBR1HXvoOdDEX3MOqt83vz__Brunpju3iZ7wWTyCYpIWU19sUQBvYSraLg2yHLNaFdJ20auhinqW4b_hFMOUoiYs3C41_-lREy3dREt69-71_CbVB0aCAyRqk2BuX7Rrof4Ja70BX6OeeWxSVxM9ZGTdmHX0TO3IEPqrXzJTX8haiqd_XJLUgOaj_3icgrVTGMkpPaJn7JLlbXbFDWn2EcEFMo2RuKVFmm2NHKtJqi5z8paNTLcXOLzRDBgipsYkEyi8nuaXvAGdceXfUheqCnubOoZKIQYtmNpK10q7PdNqPZORqckpBumuH6MOZKcobcoc2droZi",
          "id": "rs_049e6b492e9f3d48016a10cd577f9081918a50e966aa5a6823",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Von https://github.com/Gamexgit/AutoShortsBot\\n * branch            main       -> FETCH_HEAD\\nBereits auf 'main'\\nIhr Branch ist auf demselben Stand wie 'origin/main'.\\nVon https://github.com/Gamexgit/AutoShortsBot\\n * branch            main       -> FETCH_HEAD\\nBereits aktuell.\\nZu neuem Branch 'feat/initial-growth-engine' gewechselt\\n## feat/initial-growth-engine\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (Security scan — [HIGH] Sensitive credential exported: GITHUB_TOKEN: Setting GITHUB_TOKEN exposes a sensitive credential that may be logged in shell history) and was approved by the user.\"}",
      "tool_call_id": "call_NgAB8YQehUOCcj0yF6l1rIM9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_bnV7jFF6IckDQe9CRqADGQyb",
          "call_id": "call_bnV7jFF6IckDQe9CRqADGQyb",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd68208c81918df947e530a12452",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Repo-Status prüfen und Arbeitsbranch erstellen\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\",\"id\":\"2\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Repo-Status prüfen und Arbeitsbranch erstellen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\", \"status\": \"in_progress\"}, {\"id\": \"3\", \"content\": \"Tests/Validierung hinzufügen und ausführen\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Committen und in GitHub pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 2, \"in_progress\": 1, \"completed\": 1, \"cancelled\": 0}}",
      "tool_call_id": "call_bnV7jFF6IckDQe9CRqADGQyb"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_AlVWgysXQ5eCKXq7sctlC3Hc",
          "call_id": "call_AlVWgysXQ5eCKXq7sctlC3Hc",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd7005388191af3abc515d820995",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_growth_plan.py\",\"content\":\"from pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\n\\n\\ndef test_initial_testbatch_has_three_pillars_with_three_ideas_each():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n\\n    summary = validate_testbatch(batch)\\n\\n    assert summary[\\\"total_ideas\\\"] == 9\\n    assert summary[\\\"pillars\\\"] == {\\n        \\\"life_optimization\\\": 3,\\n        \\\"ai_life_systems\\\": 3,\\n        \\\"faithtok\\\": 3,\\n    }\\n\\n\\ndef test_initial_testbatch_contains_growth_and_monetization_candidates():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n\\n    summary = validate_testbatch(batch)\\n\\n    assert summary[\\\"duration_buckets\\\"][\\\"growth\\\"] >= 6\\n    assert summary[\\\"duration_buckets\\\"][\\\"tiktok_rewards_candidate\\\"] >= 1\\n\\n\\ndef test_every_idea_has_required_review_fields():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n\\n    summary = validate_testbatch(batch)\\n\\n    assert summary[\\\"missing_fields\\\"] == []\\n    assert summary[\\\"minimum_quality_score\\\"] >= 8\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Creating test files**\n\nI need to create files following Test-Driven Development (TDD), starting with writing tests first. I’ll create a tests and validation module, using the write_file function multiple times to craft a concise package. For data storage, should I use YAML or avoid dependencies and go with JSON or TOML? Considering Python 3.11 supports tomllib, JSON might be easier. I need to implement validation checks, conduct tests across three pillars, and write a pyproject for execution. Let’s focus on writing the tests first.",
      "reasoning_content": "**Creating test files**\n\nI need to create files following Test-Driven Development (TDD), starting with writing tests first. I’ll create a tests and validation module, using the write_file function multiple times to craft a concise package. For data storage, should I use YAML or avoid dependencies and go with JSON or TOML? Considering Python 3.11 supports tomllib, JSON might be easier. I need to implement validation checks, conduct tests across three pillars, and write a pyproject for execution. Let’s focus on writing the tests first.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM10VXIAmpGSWCJ3Bi3-27n8BMNosv9qsDgKHASpYotDTGHpf-MN9W9BKOWF-I8NSFR0uMT-MOrMUBcrMaZdoCweehSoIVNj_kQxbFZjOBAZnN95WjjAt9f6EANO84DEj_oZv9dhTQ1_dU3st-NcTpHrIrWuVLZC-2dkg9ZAkL-tRPw8-VZRpsFhJ5EtfovGM39eAGwihynsHUyalNl2jhLDtUFvwLCq6sq1SCckaITsBVUDgesoB1C_VPT1pIu8CVpBTLU_jhU6255V3VXahqZ7MYP3NEtpE3QlNxWfmynfJABJUM8feuplXOOM1VPHNnEuJFsJpcnHcjmPTVrCzQz6Z6FGGkcIRI8W8fX1mIenwO2X5Qvm5X-hiW69JbTiZwEn7M_dxoKs_w2LFsSDMvTc-QTxaIKJpgxhVRLYEBthT6GAAr6vVRyAHIHRMUuqD9JWiD7m07Jv-KCy3aD_c0yHTw65W51ws_TLGPu2GIlq6kg62xVGFvHvPxbMoyECKNkLGomOBzSOP3yK3897McIRejgrbQI1Bjxu7H-ekJXLR_CDLu3nqV2TBj7cKi7DAZxkJj5UJ285WDXTOCb1I-L2QFm13fS-qEheJxId5-rgyI1YqZpqEimLYy5E0JhX5A8OsbMQ5opgh-KKwOzD36qR3yrPga1Eunpp3UHFCnc6JOOi8Jm24n2PTv04xqH14WaNFyFhhoV2Okbn55c2u2bHLNXvobnEoFqDfq5i223ctVmxaXlxuAmH1-p5iByTxV2-rdpsF0L-3Mk4DcQz7McPJMxxUdZzeVOVF3rrUT_8Gay1xSq_wyIaBW0FNe4bKwQq6OVLy9vovaxErTj6S9Z-xkja2fB436EG5Ubl6IaxJopXTbC5vDiMquOJwZBeJ6cUKo0ljVF9sccavDxS_hdUDuMq6vLVKHfD_5eyfCCyh9uGAjymMorK_NtLc8albD29CCbgYif7wsbRHVhURgOx-h5_Ly5O4MPI5FP4S8fjXeY0keUMYVGcspcjsbI6dZ61wBXekV-sZfSPIlQXRN3vozURwIZvqJeIwdgTbDQ0VjgcUXV8Vqjo3M9zGoBi8weELlIJAL5y1S2S4kuORKDpDbeKoY-fnBrHxnBXrsz02doAO9HcZbS0xYQw1SKXK-Z1yoIYGnYZru8FftYHAh3e7qFu4rC-3zdT8u2RLeYZVZwB45DJ4IwPxcaCxCkBgnm0W8SJNOsoNcD5lehcja4bkXHaf8MOMMDvfUTqmUxye2MTtX2FV7udMVUceqHpJ8U7M7lHmRMqx8hy_WVkSvhdcvuMkpOese87w_TygTmPgpwtvlYA87YKkbhtLGDC9kSoEd4dmByajt6tBaPMkLxnd1THVtTdMdd0xpW1Hud117yP7AyrBNAvj6ttfTKiPKzKRpR_kFFVNgWxsf-Xe2Ime4vtpos4yzvT47OAN5-MvE0LwLnw7mzmTaib_0XdJXaTtRboyBdMpEv_kaekaWKiRPKh8uKVQrdoLAZhtatvn1fRETkVO5EHBeRbAKDGMaHZrPilVNRKJ7cEi3lciCIfIvzr33HwHFPwp0mUZvL9aAxCRAs_MabBFb8nChaYakLlmlzrDCDr15k3miFFmX5Z9kChw46rocLDryJ2LWtBiWw=",
          "id": "rs_049e6b492e9f3d48016a10cd6bdf3481919a94bc79392022bc",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Creating test files**\n\nI need to create files following Test-Driven Development (TDD), starting with writing tests first. I’ll create a tests and validation module, using the write_file function multiple times to craft a concise package. For data storage, should I use YAML or avoid dependencies and go with JSON or TOML? Considering Python 3.11 supports tomllib, JSON might be easier. I need to implement validation checks, conduct tests across three pillars, and write a pyproject for execution. Let’s focus on writing the tests first."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1006, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_growth_plan.py\\\">\\nERROR [3:6] Import \\\"autoshorts.growth_plan\\\" could not be resolved [reportMissingImports] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_AlVWgysXQ5eCKXq7sctlC3Hc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_tpavA58rn918FjCmHQ3R61ii",
          "call_id": "call_tpavA58rn918FjCmHQ3R61ii",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd816920819184ae85e148236bb2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_growth_plan.py -q\",\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n__________________ ERROR collecting tests/test_growth_plan.py __________________\\nImportError while importing test module '/home/agent/jarvis_runtime/AutoShortsBot/tests/test_growth_plan.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/test_growth_plan.py:3: in <module>\\n    from autoshorts.growth_plan import load_testbatch, validate_testbatch\\nE   ModuleNotFoundError: No module named 'autoshorts'\\n=========================== short test summary info ============================\\nERROR tests/test_growth_plan.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.11s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_tpavA58rn918FjCmHQ3R61ii"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GpA1aRZM7dUomKs4mW5TbKT7",
          "call_id": "call_GpA1aRZM7dUomKs4mW5TbKT7",
          "response_item_id": "fc_049e6b492e9f3d48016a10cd85c578819180237b1ec5a29cc9",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from hermes_tools import write_file\\nfrom pathlib import Path\\nimport json, textwrap\\nroot='/home/agent/jarvis_runtime/AutoShortsBot'\\nfiles={\\n'.gitignore': '''# Python\\\\n__pycache__/\\\\n*.py[cod]\\\\n.pytest_cache/\\\\n.ruff_cache/\\\\n.mypy_cache/\\\\n.venv/\\\\nvenv/\\\\n\\\\n# Secrets\\\\n.env\\\\n.env.*\\\\n*.token\\\\n*token*\\\\nsecrets/\\\\ncredentials/\\\\n\\\\n# Generated media / heavy local outputs\\\\nassets/\\\\noutput/\\\\noutput_videos/\\\\ninput_videos/\\\\n*.mp4\\\\n*.mov\\\\n*.mp3\\\\n*.wav\\\\n*.vtt\\\\n*.jpg\\\\n*.jpeg\\\\n*.png\\\\n\\\\n# Local runtime data\\\\ndata/performance/*.local.json\\\\ndata/generated/\\\\n''',\\n'pyproject.toml': '''[project]\\\\nname = \\\"autoshortsbot\\\"\\\\nversion = \\\"0.1.0\\\"\\\\ndescription = \\\"Growth-oriented pipeline for automated social-media shorts with human approval.\\\"\\\\nrequires-python = \\\">=3.11\\\"\\\\ndependencies = []\\\\n\\\\n[project.optional-dependencies]\\\\ndev = [\\\"pytest>=8.0\\\"]\\\\n\\\\n[tool.pytest.ini_options]\\\\npythonpath = [\\\".\\\"]\\\\ntestpaths = [\\\"tests\\\"]\\\\n\\\\n[tool.ruff]\\\\nline-length = 100\\\\ntarget-version = \\\"py311\\\"\\\\n''',\\n'autoshorts/__init__.py': '''\\\"\\\"\\\"AutoShortsBot growth engine package.\\\"\\\"\\\"\\\\n\\\\n__all__ = [\\\"growth_plan\\\"]\\\\n''',\\n'autoshorts/growth_plan.py': '''\\\"\\\"\\\"Validation helpers for AutoShortsBot growth test batches.\\\"\\\"\\\"\\\\n\\\\nfrom __future__ import annotations\\\\n\\\\nimport json\\\\nfrom collections import Counter\\\\nfrom pathlib import Path\\\\nfrom typing import Any\\\\n\\\\nREQUIRED_IDEA_FIELDS = {\\\\n    \\\"id\\\",\\\\n    \\\"pillar\\\",\\\\n    \\\"title\\\",\\\\n    \\\"platform_target\\\",\\\\n    \\\"duration_seconds\\\",\\\\n    \\\"hook\\\",\\\\n    \\\"script_outline\\\",\\\\n    \\\"visual_concept\\\",\\\\n    \\\"caption\\\",\\\\n    \\\"cta\\\",\\\\n    \\\"quality_score\\\",\\\\n}\\\\n\\\\nEXPECTED_PILLARS = {\\\"life_optimization\\\", \\\"ai_life_systems\\\", \\\"faithtok\\\"}\\\\n\\\\n\\\\ndef load_testbatch(path: Path) -> dict[str, Any]:\\\\n    \\\"\\\"\\\"Load a JSON test batch from disk.\\\"\\\"\\\"\\\\n    with path.open(\\\"r\\\", encoding=\\\"utf-8\\\") as handle:\\\\n        return json.load(handle)\\\\n\\\\n\\\\ndef duration_bucket(seconds: int) -> str:\\\\n    \\\"\\\"\\\"Classify duration for growth testing and TikTok rewards candidates.\\\"\\\"\\\"\\\\n    if seconds >= 60:\\\\n        return \\\"tiktok_rewards_candidate\\\"\\\\n    return \\\"growth\\\"\\\\n\\\\n\\\\ndef validate_testbatch(batch: dict[str, Any]) -> dict[str, Any]:\\\\n    \\\"\\\"\\\"Return a compact validation summary for Telegram review and tests.\\\"\\\"\\\"\\\\n    ideas = batch.get(\\\"ideas\\\", [])\\\\n    pillar_counts = Counter(idea.get(\\\"pillar\\\") for idea in ideas)\\\\n    duration_counts = Counter(duration_bucket(int(idea.get(\\\"duration_seconds\\\", 0))) for idea in ideas)\\\\n\\\\n    missing_fields: list[dict[str, Any]] = []\\\\n    for idea in ideas:\\\\n        missing = sorted(REQUIRED_IDEA_FIELDS - set(idea))\\\\n        if missing:\\\\n            missing_fields.append({\\\"id\\\": idea.get(\\\"id\\\", \\\"<missing-id>\\\"), \\\"missing\\\": missing})\\\\n\\\\n    quality_scores = [int(idea.get(\\\"quality_score\\\", 0)) for idea in ideas]\\\\n\\\\n    return {\\\\n        \\\"name\\\": batch.get(\\\"name\\\"),\\\\n        \\\"total_ideas\\\": len(ideas),\\\\n        \\\"pillars\\\": {pillar: pillar_counts.get(pillar, 0) for pillar in sorted(EXPECTED_PILLARS)},\\\\n        \\\"duration_buckets\\\": {\\\\n            \\\"growth\\\": duration_counts.get(\\\"growth\\\", 0),\\\\n            \\\"tiktok_rewards_candidate\\\": duration_counts.get(\\\"tiktok_rewards_candidate\\\", 0),\\\\n        },\\\\n        \\\"missing_fields\\\": missing_fields,\\\\n        \\\"minimum_quality_score\\\": min(quality_scores) if quality_scores else 0,\\\\n    }\\\\n''',\\n'configs/niches/life_optimization.json': json.dumps({\\n  \\\"pillar\\\": \\\"life_optimization\\\",\\n  \\\"positioning\\\": \\\"Practical micro-systems for overloaded adults: less chaos, more focus, no hustle theatre.\\\",\\n  \\\"tone\\\": [\\\"direct\\\", \\\"empathetic\\\", \\\"anti-generic\\\", \\\"slightly contrarian\\\"],\\n  \\\"hook_patterns\\\": [\\\"If your head has 47 tabs open...\\\", \\\"You do not need more motivation...\\\", \\\"Your calendar tells the truth...\\\"],\\n  \\\"visual_rules\\\": [\\\"realistic desk, morning, phone, paper, timer\\\", \\\"visible first-frame text hook\\\", \\\"avoid abstract AI graphs\\\"],\\n  \\\"no_go\\\": [\\\"medical claims\\\", \\\"generic drink-water advice\\\", \\\"unverifiable health promises\\\"]\\n}, indent=2, ensure_ascii=False),\\n'configs/niches/ai_life_systems.json': json.dumps({\\n  \\\"pillar\\\": \\\"ai_life_systems\\\",\\n  \\\"positioning\\\": \\\"AI as a servant for ordinary life systems, never as values, conscience, or authority.\\\",\\n  \\\"tone\\\": [\\\"clear\\\", \\\"useful\\\", \\\"values-first\\\", \\\"non-hype\\\"],\\n  \\\"hook_patterns\\\": [\\\"AI is a bad god, but a good servant.\\\", \\\"The best prompt starts with context.\\\", \\\"A real AI butler is a system, not a chat window.\\\"],\\n  \\\"visual_rules\\\": [\\\"screen-recording friendly\\\", \\\"cards for prompts\\\", \\\"human remains in control\\\"],\\n  \\\"no_go\\\": [\\\"fake earnings\\\", \\\"overpromising automation\\\", \\\"outsourcing moral decisions to AI\\\"]\\n}, indent=2, ensure_ascii=False),\\n'configs/niches/faithtok.json': json.dumps({\\n  \\\"pillar\\\": \\\"faithtok\\\",\\n  \\\"positioning\\\": \\\"Christian encouragement for overloaded modern life: faithful, honest, non-cringe, grace before performance.\\\",\\n  \\\"tone\\\": [\\\"reverent\\\", \\\"warm\\\", \\\"emotionally honest\\\", \\\"non-preachy\\\"],\\n  \\\"hook_patterns\\\": [\\\"God is not asking you to perform exhaustion.\\\", \\\"The algorithm wants your attention. God wants your heart.\\\", \\\"Busy is not always faithful.\\\"],\\n  \\\"visual_rules\\\": [\\\"Bible, desk, window light, stillness, city life\\\", \\\"avoid denominational symbols unless deliberate\\\", \\\"no AI gibberish text in generated images\\\"],\\n  \\\"no_go\\\": [\\\"denominational fights\\\", \\\"prosperity-gospel promises\\\", \\\"weaponised guilt\\\", \\\"political culture-war bait\\\"]\\n}, indent=2, ensure_ascii=False),\\n'configs/platforms/youtube_shorts.json': json.dumps({\\n  \\\"platform\\\": \\\"youtube_shorts\\\",\\n  \\\"format\\\": \\\"vertical_or_square\\\",\\n  \\\"max_short_duration_seconds\\\": 180,\\n  \\\"monetization_path\\\": \\\"YPP: 1,000 subscribers + 10M valid public Shorts views in 90 days, or longform route.\\\",\\n  \\\"recommended_test_durations\\\": [25, 35, 45, 60, 75]\\n}, indent=2, ensure_ascii=False),\\n'configs/platforms/tiktok.json': json.dumps({\\n  \\\"platform\\\": \\\"tiktok\\\",\\n  \\\"format\\\": \\\"vertical_9_16\\\",\\n  \\\"creator_rewards_video_min_seconds\\\": 60,\\n  \\\"creator_rewards_join_requirements\\\": \\\"Selected countries; 10,000 followers; 100,000 authentic views in last 30 days; account in good standing; not business account.\\\",\\n  \\\"recommended_test_durations\\\": [25, 35, 45, 61, 75]\\n}, indent=2, ensure_ascii=False),\\n'configs/platforms/instagram_reels.json': json.dumps({\\n  \\\"platform\\\": \\\"instagram_reels\\\",\\n  \\\"format\\\": \\\"vertical_9_16\\\",\\n  \\\"role\\\": \\\"secondary distribution for the same approved assets\\\",\\n  \\\"recommended_test_durations\\\": [20, 30, 45, 60]\\n}, indent=2, ensure_ascii=False),\\n'docs/telegram_review_loop.md': '''# Telegram Review Loop\\\\n\\\\nAutoShortsBot is semi-automatic first. No public posting happens without explicit approval.\\\\n\\\\n## Draft package sent to Telegram\\\\n\\\\nEach candidate should include:\\\\n\\\\n- preview video or script draft\\\\n- pillar and format\\\\n- title\\\\n- duration\\\\n- hook\\\\n- caption\\\\n- hashtags\\\\n- quality score\\\\n- policy notes\\\\n- suggested platforms\\\\n\\\\n## Approval commands\\\\n\\\\n- `Freigabe alle`\\\\n- `Freigabe YouTube`\\\\n- `Freigabe TikTok`\\\\n- `Freigabe Instagram`\\\\n- `Ablehnen`\\\\n- `Ändern: <requested change>`\\\\n\\\\n## Safety rule\\\\n\\\\nIf approval is ambiguous, do not post. Ask once in the AutoShortsBot Telegram topic.\\\\n''',\\n'README.md': '''# AutoShortsBot\\\\n\\\\nAutoShortsBot is a growth-oriented pipeline for creating social-media shorts with a human approval loop.\\\\n\\\\n## Current phase\\\\n\\\\nPhase 1 prepares a semi-automatic testbatch workflow:\\\\n\\\\n1. Generate/curate scripts for three content pillars.\\\\n2. Score each idea before rendering.\\\\n3. Render previews locally.\\\\n4. Send drafts/previews to Telegram for approval.\\\\n5. Post manually or semi-automatically only after approval.\\\\n6. Capture analytics and feed results back into the next batch.\\\\n\\\\n## Content pillars\\\\n\\\\n- `life_optimization` — practical micro-systems for overloaded adults.\\\\n- `ai_life_systems` — AI as a servant for better life systems.\\\\n- `faithtok` — Christian encouragement for overloaded modern life.\\\\n\\\\n## First testbatch\\\\n\\\\nThe first batch contains 9 ideas:\\\\n\\\\n- 3 Life Optimization\\\\n- 3 AI Life Systems\\\\n- 3 FaithTok\\\\n\\\\nMost are short growth candidates; selected items are 60+ seconds for TikTok Creator Rewards testing.\\\\n\\\\n## Secrets\\\\n\\\\nDo not commit secrets, `.env` files, OAuth tokens, generated credentials, or produced media files. Runtime secrets stay outside the repository.\\\\n'''\\n}\\nfor path, content in files.items():\\n    write_file(f'{root}/{path}', content if content.endswith('\\\\n') else content+'\\\\n')\\n\\nbatch={\\n  \\\"name\\\":\\\"testbatch_001_growth_probe\\\",\\n  \\\"objective\\\":\\\"Validate three content pillars before implementing fully automated posting.\\\",\\n  \\\"approval_mode\\\":\\\"telegram_required_before_posting\\\",\\n  \\\"ideas\\\":[\\n    {\\\"id\\\":\\\"life-001\\\",\\\"pillar\\\":\\\"life_optimization\\\",\\\"title\\\":\\\"Der 2-Minuten-Reset gegen Chaos im Kopf\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":32,\\\"hook\\\":\\\"Wenn dein Kopf 47 Tabs offen hat, mach genau das.\\\",\\\"script_outline\\\":\\\"Brain dump auf Papier. Alles ungefiltert raus. Dann eine Sache einkreisen, Timer auf zwei Minuten, nur starten. Klarheit kommt nach Bewegung, nicht vorher.\\\",\\\"visual_concept\\\":\\\"Close-up: chaotischer Schreibtisch, Notizzettel, Timer, ruhige Handbewegungen; großer erster Text-Hook.\\\",\\\"caption\\\":\\\"Wenn dein Kopf zu laut ist: nicht optimieren, entladen.\\\",\\\"cta\\\":\\\"Speichern für den nächsten mentalen Overload.\\\",\\\"quality_score\\\":9,\\\"risk_notes\\\":\\\"Keine Gesundheitsversprechen; als Alltagssystem formulieren.\\\"},\\n    {\\\"id\\\":\\\"life-002\\\",\\\"pillar\\\":\\\"life_optimization\\\",\\\"title\\\":\\\"Der Anti-Doomscrolling-Trick\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":35,\\\"hook\\\":\\\"Wenn du TikTok öffnest und 40 Minuten verlierst, probier diesen hässlichen Trick.\\\",\\\"script_outline\\\":\\\"Handy auf Graustufen, Apps vom Homescreen, Ladegerät raus aus dem Schlafzimmer. Nicht mehr Willenskraft, sondern weniger Reibung für die richtige Entscheidung.\\\",\\\"visual_concept\\\":\\\"Smartphone wechselt von bunt zu grau; Schlafzimmer ohne Handy; schnelle Before/After Schnitte.\\\",\\\"caption\\\":\\\"Willenskraft ist schwach. Umgebung schlägt Dopamin.\\\",\\\"cta\\\":\\\"Willst du eine 7-Tage-Digital-Reset-Serie?\\\",\\\"quality_score\\\":9,\\\"risk_notes\\\":\\\"Nicht plattformfeindlich formulieren; Fokus auf bewusste Nutzung.\\\"},\\n    {\\\"id\\\":\\\"life-003\\\",\\\"pillar\\\":\\\"life_optimization\\\",\\\"title\\\":\\\"Stop optimizing everything\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":61,\\\"hook\\\":\\\"Nicht alles in deinem Leben muss optimiert werden.\\\",\\\"script_outline\\\":\\\"Optimiere Schlaf, Fokus und Energie — aber nicht Liebe, Gebet, Freundschaft und Spiel. Wenn alles Output wird, verlierst du das Leben, das du verbessern wolltest.\\\",\\\"visual_concept\\\":\\\"Produktivitätssetup wird geschlossen; Spaziergang, Familie, Fensterlicht, ruhiger Loop zurück zum Desk.\\\",\\\"caption\\\":\\\"Ein besseres Leben ist nicht immer ein effizienteres Leben.\\\",\\\"cta\\\":\\\"Was willst du bewusst nicht optimieren?\\\",\\\"quality_score\\\":9,\\\"risk_notes\\\":\\\"Starker Kontrast, aber keine Anti-Produktivitäts-Pose.\\\"},\\n    {\\\"id\\\":\\\"ai-001\\\",\\\"pillar\\\":\\\"ai_life_systems\\\",\\\"title\\\":\\\"Use AI like a servant, not like a god\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":44,\\\"hook\\\":\\\"KI ist ein schlechter Gott, aber ein ziemlich guter Diener.\\\",\\\"script_outline\\\":\\\"KI darf sortieren, erinnern, entwerfen und kritisieren. Aber Werte, Gewissen und letzte Entscheidungen bleiben beim Menschen. Erst Ziel, dann Tool.\\\",\\\"visual_concept\\\":\\\"Mensch schreibt Werte auf Papier; KI sortiert Aufgaben als Cards; klare Herr-Diener-Metapher ohne religiösen Kitsch.\\\",\\\"caption\\\":\\\"Use AI for stewardship, not surrender.\\\",\\\"cta\\\":\\\"Wofür nutzt du KI — Diener oder Chef?\\\",\\\"quality_score\\\":10,\\\"risk_notes\\\":\\\"Keine konkrete Tool-Werbung; wertorientiert.\\\"},\\n    {\\\"id\\\":\\\"ai-002\\\",\\\"pillar\\\":\\\"ai_life_systems\\\",\\\"title\\\":\\\"KI gegen mental overload\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":38,\\\"hook\\\":\\\"Wenn dein Kopf zu laut ist, lass KI nicht denken — lass sie sortieren.\\\",\\\"script_outline\\\":\\\"Brain dump einfügen. KI soll nur clustern: Sorgen, Aufgaben, Entscheidungen, später. Dann eine nächste Aktion und einen Kalenderblock vorschlagen.\\\",\\\"visual_concept\\\":\\\"Chaotischer Text wird in vier klare Spalten umgewandelt; Cursor, Cards, ruhige Musik.\\\",\\\"caption\\\":\\\"AI should reduce noise, not become another noise source.\\\",\\\"cta\\\":\\\"Kommentar RESET, wenn du das Prompt-Template willst.\\\",\\\"quality_score\\\":9,\\\"risk_notes\\\":\\\"Prompt nicht als Therapieersatz darstellen.\\\"},\\n    {\\\"id\\\":\\\"ai-003\\\",\\\"pillar\\\":\\\"ai_life_systems\\\",\\\"title\\\":\\\"Dein persönlicher JARVIS in 60 Sekunden\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":75,\\\"hook\\\":\\\"Ein echter AI-Butler ist nicht ein Chatfenster. Es ist ein System.\\\",\\\"script_outline\\\":\\\"Memory, Kalender, Aufgaben, Regeln und Freigaben. Der Bot darf vorbereiten, aber vor Side Effects fragt er. Das ist nicht Magie; das ist Architektur.\\\",\\\"visual_concept\\\":\\\"Animiertes Systemdiagramm: Memory, Calendar, Tasks, Approval Gate, Publishing; dunkles Tech-Design.\\\",\\\"caption\\\":\\\"A real AI assistant is architecture plus boundaries.\\\",\\\"cta\\\":\\\"Soll ich zeigen, wie man so etwas baut?\\\",\\\"quality_score\\\":10,\\\"risk_notes\\\":\\\"Keine sensiblen echten Daten zeigen; Architektur abstrahieren.\\\"},\\n    {\\\"id\\\":\\\"faith-001\\\",\\\"pillar\\\":\\\"faithtok\\\",\\\"title\\\":\\\"God is not asking you to perform exhaustion\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":42,\\\"hook\\\":\\\"Maybe God is not asking you to perform your exhaustion.\\\",\\\"script_outline\\\":\\\"Some days the most faithful prayer is honest weakness. You do not need to impress God with spiritual productivity. Come tired, but come truthfully.\\\",\\\"visual_concept\\\":\\\"Müde Person am Tisch, Bibel, Tee/Kaffee, Morgenlicht; sehr ruhiger emotionaler Stil.\\\",\\\"caption\\\":\\\"You can come tired. You do not have to come fake.\\\",\\\"cta\\\":\\\"Send this to someone tired of pretending.\\\",\\\"quality_score\\\":10,\\\"risk_notes\\\":\\\"Keine konfessionelle Zuspitzung; seelsorgerlich, nicht therapeutisch.\\\"},\\n    {\\\"id\\\":\\\"faith-002\\\",\\\"pillar\\\":\\\"faithtok\\\",\\\"title\\\":\\\"Jesus was not impressed by productivity theater\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":58,\\\"hook\\\":\\\"Jesus was never impressed by people looking busy.\\\",\\\"script_outline\\\":\\\"Busy can be faithful, but it can also be hiding. Martha was serving; Mary was listening. The question is not: are you active? The question is: are you present to God?\\\",\\\"visual_concept\\\":\\\"Hektischer Desk, viele Tabs, dann Laptop zu, Bibel offen, stilles Licht.\\\",\\\"caption\\\":\\\"Busy is not always faithful.\\\",\\\"cta\\\":\\\"Busy or faithful — what are you chasing?\\\",\\\"quality_score\\\":10,\\\"risk_notes\\\":\\\"Biblische Referenz vorsichtig und kurz; nicht belehrend.\\\"},\\n    {\\\"id\\\":\\\"faith-003\\\",\\\"pillar\\\":\\\"faithtok\\\",\\\"title\\\":\\\"The algorithm wants your attention. God wants your heart.\\\",\\\"platform_target\\\":[\\\"youtube_shorts\\\",\\\"tiktok\\\",\\\"instagram_reels\\\"],\\\"duration_seconds\\\":68,\\\"hook\\\":\\\"The algorithm wants your attention. God wants your heart.\\\",\\\"script_outline\\\":\\\"Every morning something asks for your first attention. Notifications form you. Silence forms you too. Before the feed gets your eyes, give God your first honest minute.\\\",\\\"visual_concept\\\":\\\"Handy im Bett, Benachrichtigungen, dann Flugmodus, Bibel/Journal, Fensterlicht; Loop zurück zum Handy.\\\",\\\"caption\\\":\\\"Your first attention is not a small thing.\\\",\\\"cta\\\":\\\"What gets your first attention every morning?\\\",\\\"quality_score\\\":10,\\\"risk_notes\\\":\\\"Nicht anti-social-media, sondern attention stewardship.\\\"}\\n  ]\\n}\\nwrite_file(f'{root}/data/drafts/testbatch_001.json', json.dumps(batch, indent=2, ensure_ascii=False)+'\\\\n')\\nprint('wrote', len(files)+1, 'files')\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM3SxmbHdg54l2h-YLKGfB4KuehTD20ZYjNCKJfCTlPAfZ4NN02IUEexJurHOCPvTmLBUApG2eM5b4Y8nMQgWCAS33sWVRImNPXG-2uTxxrTztwFXIuVBS28xfG-sKpVnj3NxaINL9aa8nOocMEr8arVmJ_bLS2kvYAk0afQINXtbEfVyEwxgslZNay9vCU4JphdwqOR_uXyVC-YtKfjcvwBwlTz2yYPN_IsNTJsk3dlO0JMp0wUjTQXU5oBV3p8oHcsgX4EwaUH5BjnYxMlGu_9GBaYtDT4rDl5REdG5Jh1Q-6pQkw4MEVAqwU8cpcGqOAo6ICVowp1aqyvw0JXw8RQxdmaVrB7RtrJoCL0Zju4t5hTTZgCRBpimPtAtiC51EeRw4cB6AxaAg4pKdrE6VwILUkVgghRvL-JAedwWZPzBcCscBP-ybJqhqRWc_SZW9x_vSDDazw4D_tGZTEPkgb6ywlxeurnYN3Cqk-zv1qggyVQOM8xoLO4CAVeRLTkjdpn8quQzkIOJnnoy4vh0tZdOn5LOmQLEKLtTbdzurTvCY5jsB7sCw3R1z86OoJNn2BkAxl9KldxLID-TS70_SkZNhONo8-lU_pccrHcATsKVwY3RDh-pWVm-BC2fnlKEYWOgAYyN0eazqups6xazaVZqMV1LLbW3XVMdiVFWmWJZ7BW3UeLpldatXwZkq4Byh-EK9jtZi2-4e8Ou2xMZ2MwFrkChwBAZZLx1_4Ei6mpQ3dFsAjnT0qOYnQoKBaWo0p7J2v5g_SsXBQ5eARTQii_Cn0othNyDlL74INc0C3xBf63yloBF8NPMrae_ks7XWxjEwq0msWld7bGXHHZeM2in0RlCw5-1r15AqzH1gqD5ihnl0qDuOt__VasxKDiKpQyE3vKEV-820LFt_irXkqvpM967tAkeAr7UnoLV0ID-LICSg5_QOuHpKg5eDwk6kJKpWkmPBabHgC2r1xUPQdPm5c5Ca18dBD0e6FNZjSbfbjaj4mY200DpTUzyYXJn6B9",
          "id": "rs_049e6b492e9f3d48016a10cd850944819199ede13885f4e7a6",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"wrote 13 files\\n\", \"tool_calls_made\": 13, \"duration_seconds\": 11.26}",
      "tool_call_id": "call_GpA1aRZM7dUomKs4mW5TbKT7"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_eTAuCZcKU4fJ5sj1KzaIKda3",
          "call_id": "call_eTAuCZcKU4fJ5sj1KzaIKda3",
          "response_item_id": "fc_049e6b492e9f3d48016a10cde093708191a96327962ef9e3d6",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Tests/Validierung hinzufügen und ausführen\",\"id\":\"3\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Repo-Status prüfen und Arbeitsbranch erstellen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Tests/Validierung hinzufügen und ausführen\", \"status\": \"in_progress\"}, {\"id\": \"4\", \"content\": \"Committen und in GitHub pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 1, \"in_progress\": 1, \"completed\": 2, \"cancelled\": 0}}",
      "tool_call_id": "call_eTAuCZcKU4fJ5sj1KzaIKda3"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_pqLM2EqraD5O59QKtkWDJQdl",
          "call_id": "call_pqLM2EqraD5O59QKtkWDJQdl",
          "response_item_id": "fc_049e6b492e9f3d48016a10cde428a481919b1753056495aa05",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"...                                                                      [100%]\\n3 passed in 0.05s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_pqLM2EqraD5O59QKtkWDJQdl"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NfnnOSC6aIHeqS2pYqkammDF",
          "call_id": "call_NfnnOSC6aIHeqS2pYqkammDF",
          "response_item_id": "fc_049e6b492e9f3d48016a10cde7d58c819194f13dd6eb90119c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nfrom pathlib import Path\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\nprint(validate_testbatch(load_testbatch(Path('data/drafts/testbatch_001.json'))))\\nPY\\ngit status --short\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"{'name': 'testbatch_001_growth_probe', 'total_ideas': 9, 'pillars': {'ai_life_systems': 3, 'faithtok': 3, 'life_optimization': 3}, 'duration_buckets': {'growth': 6, 'tiktok_rewards_candidate': 3}, 'missing_fields': [], 'minimum_quality_score': 9}\\n M README.md\\n?? .gitignore\\n?? autoshorts/\\n?? configs/\\n?? data/\\n?? docs/\\n?? pyproject.toml\\n?? tests/\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_NfnnOSC6aIHeqS2pYqkammDF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_503HN43sPKuYvADSeZcd7JJg",
          "call_id": "call_503HN43sPKuYvADSeZcd7JJg",
          "response_item_id": "fc_049e6b492e9f3d48016a10cdec8f6881918abfc5951a2ebc59",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests/Validierung hinzufügen und ausführen\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Committen und in GitHub pushen\",\"id\":\"4\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Repo-Status prüfen und Arbeitsbranch erstellen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Tests/Validierung hinzufügen und ausführen\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Committen und in GitHub pushen\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 1, \"completed\": 3, \"cancelled\": 0}}",
      "tool_call_id": "call_503HN43sPKuYvADSeZcd7JJg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_OZfctSfJSuUjEIfMFATz6SuH",
          "call_id": "call_OZfctSfJSuUjEIfMFATz6SuH",
          "response_item_id": "fc_049e6b492e9f3d48016a10cdef8d28819190059ada059b6de5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\ngit diff --stat\\ngit add .\\ngit commit -m \\\"feat: initialize growth engine testbatch\\\"\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"README.md | 35 ++++++++++++++++++++++++++++++++++-\\n 1 file changed, 34 insertions(+), 1 deletion(-)\\nIdentität des Autors unbekannt\\n\\n*** Bitte geben Sie an, wer Sie sind.\\n\\nFühren Sie\\n\\n  git config --global user.email \\\"you@example.com\\\"\\n  git config --global user.name \\\"Your Name\\\"\\n\\naus, um das als Ihre standardmäßige Identität zu setzen.\\nLassen Sie die Option \\\"--global\\\" weg, um die Identität nur\\nfür dieses Repository zu setzen.\\n\\nfatal: Konnte die E-Mail-Adresse nicht automatisch erkennen ('agent@agent.(none)' erhalten)\", \"exit_code\": 128, \"error\": null}",
      "tool_call_id": "call_OZfctSfJSuUjEIfMFATz6SuH"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NFdCdfuocXJVmXvIDipNZ3sE",
          "call_id": "call_NFdCdfuocXJVmXvIDipNZ3sE",
          "response_item_id": "fc_049e6b492e9f3d48016a10cdf5ff488191b42822c690653204",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\ngit config user.name \\\"JARVIS\\\"\\ngit config user.email \\\"jarvis@local\\\"\\ngit add .\\ngit commit -m \\\"feat: initialize growth engine testbatch\\\"\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Configuring Git settings**\n\nI need to set up the local git configuration. It’s important to make sure everything is properly configured so the projects I work on have the necessary details like user name and email. This way, when I make commits, they'll reflect the right identity. Let's explore what specific settings I should adjust and ensure I’m following best practices. I just want to get it right the first time!",
      "reasoning_content": "**Configuring Git settings**\n\nI need to set up the local git configuration. It’s important to make sure everything is properly configured so the projects I work on have the necessary details like user name and email. This way, when I make commits, they'll reflect the right identity. Let's explore what specific settings I should adjust and ensure I’m following best practices. I just want to get it right the first time!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM32tsvJKXKR27eUBC3aukvPET2ng0x4-uUMR3Q-pDPAF09P5vNfs1CzXFioDoGNlSqvTH76wIy9p0d4CXlmhl1MEmyDe0Zm4cKvwM7o6HdrcoyeisJskYojlFW7BlGqjE5beI4CDCiZOSTNu9dl90owR62xDcXRE8Ny-MaGZZrBUoUD3YUpZNlrhJWoOLZrC_dOjl6HNE3oZ6FwV0gHrY6n1zjRe8QMHdAb_mZvfca8I061vjhSvbSm1ydmCPgDbm7gpz3wN8JB7CgS52nIE8hytKDzKENoOn9rCfFp6mNd9eFwDkK3k-QmY6yRojb5sFYRVbmXrSEl0uVCM90Z6UiqPkDVx1_Vky4kBt0_aOBqHaNb4HzaHix3sx3QwtzW0Bc8CueZs41W0lcucKCYdaQS-hSqeRHpWz_N5KdHqGmkZm4q0aDRP8UEPQaeI5vJ1Qj8sVUG1jQi-TjW2C6GmVIOgciMIOuT1TROWz5Sghpuvy2_-XG0mTg8ebAswMeMGmQ9L80T4YwPJ3_vPPCtq1emEV3lpZeMFuVsRF5UwVQfxaqmHtnLNWtbqLg_4yIxcSfDfgj-v_8cpIFCtVrWJoPddeHPbLqDgyh7CqxS7tX8cnDvRoA5HxuuyDs2Nv_CwvUHiP99gS_MAJTXhdvjKUzjwHep9e1yh9Ot1SYGe9vMgBqOk12_cmI05uhFVE7Ftu_8JI3703H-wAx_yc9KK2Z5zzyZTbj3282Gc313PZprV_eg_WiWkjv-_xUmKNFtfNzOHtVLa9DSxwL0_w6vD_A3ibAklkINREekUw99P1-hdyNqWmH1F0ZsShoiC0bSUccKnEgWJ759ewp8GslDUCaYFxCnyb-YtH6ib94p92akbEhIDMzh0ZK6w763K5FK9yxUP7gHh4ILO6fY7ao-Hv7JmbIgM7yLyp-cNZ3n7_gaJoBnB9Z2YDWD0JR8gdTWWClQ",
          "id": "rs_049e6b492e9f3d48016a10cdf2e83c8191804600ae7da0ce8b",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Configuring Git settings**\n\nI need to set up the local git configuration. It’s important to make sure everything is properly configured so the projects I work on have the necessary details like user name and email. This way, when I make commits, they'll reflect the right identity. Let's explore what specific settings I should adjust and ensure I’m following best practices. I just want to get it right the first time!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[feat/initial-growth-engine f83469d] feat: initialize growth engine testbatch\\n 14 files changed, 499 insertions(+), 1 deletion(-)\\n create mode 100644 .gitignore\\n create mode 100644 autoshorts/__init__.py\\n create mode 100644 autoshorts/growth_plan.py\\n create mode 100644 configs/niches/ai_life_systems.json\\n create mode 100644 configs/niches/faithtok.json\\n create mode 100644 configs/niches/life_optimization.json\\n create mode 100644 configs/platforms/instagram_reels.json\\n create mode 100644 configs/platforms/tiktok.json\\n create mode 100644 configs/platforms/youtube_shorts.json\\n create mode 100644 data/drafts/testbatch_001.json\\n create mode 100644 docs/telegram_review_loop.md\\n create mode 100644 pyproject.toml\\n create mode 100644 tests/test_growth_plan.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_NFdCdfuocXJVmXvIDipNZ3sE"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_8AA5RBIej1Cwx5LV8vQ6fWRc",
          "call_id": "call_8AA5RBIej1Cwx5LV8vQ6fWRc",
          "response_item_id": "fc_049e6b492e9f3d48016a10cdf8a4908191a8426465bc92fd6a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push -u origin HEAD >/tmp/autoshorts_push.log 2>&1 || { sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g' /tmp/autoshorts_push.log; exit 1; }\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\nprintf 'branch=%s\\\\nlocal=%s\\\\nremote=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\ncat /tmp/autoshorts_push.log | sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g'\",\"timeout\":120}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"branch=feat/initial-growth-engine\\nlocal=f83469d477f24aef2612d398f8848ff0bb16129e\\nremote=f83469d477f24aef2612d398f8848ff0bb16129e\\nremote: \\nremote: Create a pull request for 'feat/initial-growth-engine' on GitHub by visiting:        \\nremote:      https://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine        \\nremote: \\nTo https://github.com/Gamexgit/AutoShortsBot.git\\n * [new branch]      HEAD -> feat/initial-growth-engine\\nBranch 'feat/initial-growth-engine' folgt nun 'origin/feat/initial-growth-engine'.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_8AA5RBIej1Cwx5LV8vQ6fWRc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_6kAokTYzXRLwr3emLAW7MqTW",
          "call_id": "call_6kAokTYzXRLwr3emLAW7MqTW",
          "response_item_id": "fc_049e6b492e9f3d48016a10ce0693588191a530ce8c4fbf0579",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\npython3 - <<'PY'\\nimport json, os, urllib.request, urllib.error\\nbody={\\n 'title':'feat: initialize growth engine testbatch',\\n 'head':'feat/initial-growth-engine',\\n 'base':'main',\\n 'body':'## Summary\\\\n- Initializes AutoShortsBot repo structure\\\\n- Adds three niche strategy configs and platform configs\\\\n- Adds first 9-idea semi-automatic testbatch\\\\n- Adds Telegram review-loop docs and validation tests\\\\n\\\\n## Test Plan\\\\n- `python3 -m pytest -q`\\\\n',\\n 'draft': False,\\n}\\nreq=urllib.request.Request('https://api.github.com/repos/Gamexgit/AutoShortsBot/pulls', data=json.dumps(body).encode(), headers={'Authorization':'Bearer '+os.environ['GITHUB_TOKEN'],'Accept':'application/vnd.github+json','Content-Type':'application/json'}, method='POST')\\ntry:\\n    with urllib.request.urlopen(req, timeout=30) as r:\\n        data=json.load(r)\\n    print('PR_CREATED', data['number'], data['html_url'])\\nexcept urllib.error.HTTPError as e:\\n    text=e.read().decode('utf-8','ignore')\\n    print('PR_CREATE_FAILED', e.code, text[:500])\\nPY\",\"timeout\":60}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering creating a PR**\n\nThe user mentioned preparing a repo, and I’m thinking about whether I should create a PR. It seems like using an API token could help with that, but perhaps just using a direct branch would suffice. I'll go for creating a PR if that's possible. I need to use curl with the token, but I realize there's no need for a table in this context. It feels like this should work out!",
      "reasoning_content": "**Considering creating a PR**\n\nThe user mentioned preparing a repo, and I’m thinking about whether I should create a PR. It seems like using an API token could help with that, but perhaps just using a direct branch would suffice. I'll go for creating a PR if that's possible. I need to use curl with the token, but I realize there's no need for a table in this context. It feels like this should work out!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM4NXCw5JPoUvE9kMZqvgA5Vuvx4fuegji_kmokHljNMqn9XfZXzSGLK9EhTu80V7577G4bqLvqoXBN5WEQoq7klIaog-VJWn3i9TG8lGJ-j0gqbTYYmnticEllEl2YLRtrn7Cq4hreRkCoyw04YFT7M8ySYtkufV_4gCpqOMXYuQdp8NajRdQqVpUWqtMdB2Y9sWXLiv1A2LPmhdkXP7-CB_TbB6bqrI_3EWaP7z2tE7v3h8yk7-pgXr6Li1kS2H5eCetU5-f_Z-xf8PnNnIfDj1pOhRm3C9nIXuPH1RFBONcTL9lrSCq23avH2wDJ8QTu8ijRCKmh8S-9OdGZ4P-H7u6wZUlFxl1aHkeuiqpK6r_YuOvF_8gQdv7hRLvWX11HrDw6INBX9GsbIbBQrPPfJNvGmF_RmKW0lMuG-u0_cIZwJUnFH2OJ_DzDJAPWW_HAiwKS2qwF7t3w6_au7FjlkmmCZbsImucKhwYBVHkB_Bo8Ta9AixVlB4lk7TnhNUzTHT2UnyibH-bhQCj9VVe1gLW2FgY1G3R1dLLUaxamA_cR32ufmwYSyP0wBpwrT12nduMk5o7y3ufCrx-2Wgi639WZGDemJSm_Ib6WCap4hyZ-sgGIA26o5z11RjIAlqUfQ467pyxKCSz718ew1GvvJrUhJ9WYLIfeUD6LNLsQ97VH7J07XCitqz4HVwn36mFwRgOLXLLcIuoLQOYDuXK-ZuLQqzehaxh-0SFYTi3ctXt9g40h6ADJdQBBoFnlVays3CblOZ5VklumDe95WunyDXrpZxvMcUlikYpOD2o90_VJlrPlaVXCQPfpyyIMOe_DJlV44T8mCZuMcQWQZXWp7e4rz34x3ZmAOqIenH6R0AVxec07bPSZziZ2W0GDvQzaObLmX0cCPwJQ_J8jrok1-Axib_y3Ns38bwlDQrdANveFsGEdSm673f4_9EjVnNBRQexcyFXxQkMdn999_-Cf8f0oxyakLigx6QuDsUNUjty36sdBRd_DTAUgatWBNBhhgt03zygMvd4un3k8pXMYAXyzLWLcty_eiaz8UY9bT6eChsSo06qn4Wbe-zcLWqLdjFnMBfeGtaq7U2lncX4m8YJpIZNrEfUhhrtMEXuviacArtSOdeE4peDwqr3teSwgYJC3GdkbG4LhayKyw4qMm9edoHdPh72I0r2z5FygqGWY=",
          "id": "rs_049e6b492e9f3d48016a10ce03432c81919247989a0660b620",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering creating a PR**\n\nThe user mentioned preparing a repo, and I’m thinking about whether I should create a PR. It seems like using an API token could help with that, but perhaps just using a direct branch would suffice. I'll go for creating a PR if that's possible. I need to use curl with the token, but I realize there's no need for a table in this context. It feels like this should work out!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"PR_CREATE_FAILED 403 {\\\"message\\\":\\\"Resource not accessible by personal access token\\\",\\\"documentation_url\\\":\\\"https://docs.github.com/rest/pulls/pulls#create-a-pull-request\\\",\\\"status\\\":\\\"403\\\"}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_6kAokTYzXRLwr3emLAW7MqTW"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_BWJsXhBYDmL7zrvuwwL4XUUr",
          "call_id": "call_BWJsXhBYDmL7zrvuwwL4XUUr",
          "response_item_id": "fc_049e6b492e9f3d48016a10ce105310819182bdf2c03d3fcc83",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Committen und in GitHub pushen\",\"id\":\"4\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Repo-Status prüfen und Arbeitsbranch erstellen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Projektstruktur, Konfigurationen und Testbatch-Drafts anlegen\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Tests/Validierung hinzufügen und ausführen\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Committen und in GitHub pushen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "tool_call_id": "call_BWJsXhBYDmL7zrvuwwL4XUUr"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n## Repo vorbereitet\n\nIch habe das GitHub-Repo lokal sauber initialisiert und einen ersten Arbeitsstand gepusht.\n\n- **Repo:** `https://github.com/Gamexgit/AutoShortsBot`\n- **Lokaler Pfad:** `~/jarvis_runtime/AutoShortsBot`\n- **Branch:** `feat/initial-growth-engine`\n- **Commit:** `f83469d`\n- **Push verifiziert:** lokaler Commit == Remote-Commit\n\nPull Request konnte ich mit dem vorhandenen Fine-grained Token **nicht automatisch erstellen**, weil der Token zwar pushen darf, aber offenbar keine PR-Erstellungsrechte hat:\n\n`Resource not accessible by personal access token`\n\nManuell kannst du den PR hier öffnen:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Angelegte Struktur\n\nIch habe die Basisstruktur vorbereitet:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    __init__.py\n    growth_plan.py\n  configs/\n    niches/\n      life_optimization.json\n      ai_life_systems.json\n      faithtok.json\n    platforms/\n      youtube_shorts.json\n      tiktok.json\n      instagram_reels.json\n  data/\n    drafts/\n      testbatch_001.json\n  docs/\n    telegram_review_loop.md\n  tests/\n    test_growth_plan.py\n  .gitignore\n  pyproject.toml\n  README.md\n```\n\n---\n\n## Enthalten im ersten Stand\n\n### 1. Drei Content-Säulen\n\n- `life_optimization`\n- `ai_life_systems`\n- `faithtok`\n\nJeweils mit:\n\n- Positionierung\n- Tonalität\n- Hook-Patterns\n- Visual Rules\n- No-Go-Liste\n\n### 2. Plattform-Configs\n\n- YouTube Shorts\n- TikTok\n- Instagram Reels\n\nInklusive relevanter Längen-/Monetarisierungsnotizen.\n\n### 3. Erster Testbatch\n\nDatei:\n\n`data/drafts/testbatch_001.json`\n\nEnthält **9 Testideen**:\n\n- 3 × Life Optimization\n- 3 × AI Life Systems\n- 3 × FaithTok\n\nDavon:\n\n- **6 Growth-Kandidaten** unter 60 Sekunden\n- **3 TikTok-Rewards-Kandidaten** mit 60+ Sekunden\n\n### 4. Telegram Review Loop\n\nDatei:\n\n`docs/telegram_review_loop.md`\n\nDort festgelegt:\n\n- Kein Posting ohne Freigabe\n- Review-Paket enthält Script/Preview, Hook, Caption, Hashtags, Score usw.\n- Freigabe-Kommandos:\n  - `Freigabe alle`\n  - `Freigabe YouTube`\n  - `Freigabe TikTok`\n  - `Freigabe Instagram`\n  - `Ablehnen`\n  - `Ändern: ...`\n\n---\n\n## Validierung\n\nTests wurden angelegt und ausgeführt.\n\nErgebnis:\n\n```text\n3 passed in 0.05s\n```\n\nValidierungszusammenfassung:\n\n```text\ntotal_ideas: 9\npillars:\n  ai_life_systems: 3\n  faithtok: 3\n  life_optimization: 3\nduration_buckets:\n  growth: 6\n  tiktok_rewards_candidate: 3\nmissing_fields: []\nminimum_quality_score: 9\n```\n\n---\n\n## Nächster sinnvoller Schritt\n\nAls Nächstes würde ich den **Script-Draft-Generator + Review-Formatter** implementieren:\n\n1. Aus `testbatch_001.json` wird pro Idee ein vollständiger Script Draft erzeugt.\n2. Ausgabe im Telegram-tauglichen Review-Format.\n3. Noch kein Rendering, noch kein Posting.\n4. Du wählst zuerst Tonalität und Favoriten.\n5. Danach bauen wir Rendering/Preview.\n\nKurz: Erst Sprache und Format treffen lassen, dann Videos rendern. Sonst produzieren wir hübsche Clips mit mittelmäßigem Text — eine besonders moderne Form von Zeitverschwendung.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM4jiQumLpK66GeapRA7JM8WRwtJ9_T-4tsRVw00d6gerJWceSWNx2ZIjjH_nt8TKGIovRHYsCv1EE5pQuy65tYVTG7zi63QZXYvXa9SN6CQS3hhRAb-t4B748itDSnv9cfZBpPd-Hfe1pZgXfHY-Ja7Yr8A-65cn-wzVBiPMorJ3OaU4GbfYsdkareoFuTtBYwfxS64DdGt0VOM9etMRTgRPMPhn4SCvXXLmYLQu5SfUEYBNiTj51jhQNRVjihvuLcEmkeaYewKGqmxa913qDyf1J-6RLwJNXOtcDY7w1LEga2v1XyA1j_Xucxp_4dWhNaD7bQzbEPNrQPApPRY7U59rLZ0JE6QtaUW8zdruG4Ay9yNK8AAsTLacy2rtFdV3ZYFo9syAbnt36LFmfcjRGPEMB9_MUdFsgafkwiu8_ZhIuEr9zbulE5OWHoR8Zq0J5pyYoSIWK4iG3gYZrlN4zmkGUPtuyI5v5SrWPEQTOsXeSmEL0vKBb8SFTKXfA-a4QcEl58E03fY8OpLFMzPqG26R_68G5SO4MLvZFDlaWVh3JJhpEnWxtZsMO4s_KFMLqBEw7rOgjM-gNgQbDo2O1MOH9_FL_ehWkFfUE7KGlXFMTg6Kd-5XaP3LDGbBG4w3mP8dcSaJ-kjQmhH9Z8ghnAgthuhTuAsF6pbxTsn-8bcQMmGZbLv8rSBDynQY9UI384X8sarHDxny6KUYlQ8K4P3HAIq5JJj2VQmrrnFxaWjg3EDCLrNkCa7RXSLMXvmu1_zlhlk2oPkCqb6K8wFucY3Yv04asg92mSATcSMlSHqf2X97ztqwOoVpHZmirLCVwDhIxuIyLv8CkyI0slvi97uhzsqD0eXLHWqQj0LW4ThnRJB0FTshQjYxXlOkB_65YDPVdmuor_-fCM4bceOqamq18xoHqZb9b2C1npBcFG4WcwiuGCtAzLoJaaQ5k6-eW3rMLywizE_o_MJLuxm1h2ZO6_pTDahSk4s1oR_tZmpwsqfBX_CZQCNllwCzllBOfGrr0DZCjW2rk7iv9c5eXjrtkeD9lNyUIvKgFmTdFiyx_t5oukQzaYaM8MfLTTJUc0N1tl-9KrJ7PKzIAcEKmrfEqrCOtNxg3mQM8Rtgir84DWRtMe_yo26HhNuCmQlG__SOvSMB9cDpXnFWzJFTIEVaTWCERNXDOYtkIb9br1hcJ5huiwTv7J4uQlTACZNhxQ4YXFSo3fi9mxvrytldobz1w==",
          "id": "rs_049e6b492e9f3d48016a10ce12df1c81918004a47e38f86eaf",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n## Repo vorbereitet\n\nIch habe das GitHub-Repo lokal sauber initialisiert und einen ersten Arbeitsstand gepusht.\n\n- **Repo:** `https://github.com/Gamexgit/AutoShortsBot`\n- **Lokaler Pfad:** `~/jarvis_runtime/AutoShortsBot`\n- **Branch:** `feat/initial-growth-engine`\n- **Commit:** `f83469d`\n- **Push verifiziert:** lokaler Commit == Remote-Commit\n\nPull Request konnte ich mit dem vorhandenen Fine-grained Token **nicht automatisch erstellen**, weil der Token zwar pushen darf, aber offenbar keine PR-Erstellungsrechte hat:\n\n`Resource not accessible by personal access token`\n\nManuell kannst du den PR hier öffnen:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Angelegte Struktur\n\nIch habe die Basisstruktur vorbereitet:\n\n```text\nAutoShortsBot/\n  autoshorts/\n    __init__.py\n    growth_plan.py\n  configs/\n    niches/\n      life_optimization.json\n      ai_life_systems.json\n      faithtok.json\n    platforms/\n      youtube_shorts.json\n      tiktok.json\n      instagram_reels.json\n  data/\n    drafts/\n      testbatch_001.json\n  docs/\n    telegram_review_loop.md\n  tests/\n    test_growth_plan.py\n  .gitignore\n  pyproject.toml\n  README.md\n```\n\n---\n\n## Enthalten im ersten Stand\n\n### 1. Drei Content-Säulen\n\n- `life_optimization`\n- `ai_life_systems`\n- `faithtok`\n\nJeweils mit:\n\n- Positionierung\n- Tonalität\n- Hook-Patterns\n- Visual Rules\n- No-Go-Liste\n\n### 2. Plattform-Configs\n\n- YouTube Shorts\n- TikTok\n- Instagram Reels\n\nInklusive relevanter Längen-/Monetarisierungsnotizen.\n\n### 3. Erster Testbatch\n\nDatei:\n\n`data/drafts/testbatch_001.json`\n\nEnthält **9 Testideen**:\n\n- 3 × Life Optimization\n- 3 × AI Life Systems\n- 3 × FaithTok\n\nDavon:\n\n- **6 Growth-Kandidaten** unter 60 Sekunden\n- **3 TikTok-Rewards-Kandidaten** mit 60+ Sekunden\n\n### 4. Telegram Review Loop\n\nDatei:\n\n`docs/telegram_review_loop.md`\n\nDort festgelegt:\n\n- Kein Posting ohne Freigabe\n- Review-Paket enthält Script/Preview, Hook, Caption, Hashtags, Score usw.\n- Freigabe-Kommandos:\n  - `Freigabe alle`\n  - `Freigabe YouTube`\n  - `Freigabe TikTok`\n  - `Freigabe Instagram`\n  - `Ablehnen`\n  - `Ändern: ...`\n\n---\n\n## Validierung\n\nTests wurden angelegt und ausgeführt.\n\nErgebnis:\n\n```text\n3 passed in 0.05s\n```\n\nValidierungszusammenfassung:\n\n```text\ntotal_ideas: 9\npillars:\n  ai_life_systems: 3\n  faithtok: 3\n  life_optimization: 3\nduration_buckets:\n  growth: 6\n  tiktok_rewards_candidate: 3\nmissing_fields: []\nminimum_quality_score: 9\n```\n\n---\n\n## Nächster sinnvoller Schritt\n\nAls Nächstes würde ich den **Script-Draft-Generator + Review-Formatter** implementieren:\n\n1. Aus `testbatch_001.json` wird pro Idee ein vollständiger Script Draft erzeugt.\n2. Ausgabe im Telegram-tauglichen Review-Format.\n3. Noch kein Rendering, noch kein Posting.\n4. Du wählst zuerst Tonalität und Favoriten.\n5. Danach bauen wir Rendering/Preview.\n\nKurz: Erst Sprache und Format treffen lassen, dann Videos rendern. Sonst produzieren wir hübsche Clips mit mittelmäßigem Text — eine besonders moderne Form von Zeitverschwendung."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10ce15ec908191b3b36f799f339ab7",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Ok, leg los."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_IbiZEVbHKAP6qRG6AoH5Otmf",
          "call_id": "call_IbiZEVbHKAP6qRG6AoH5Otmf",
          "response_item_id": "fc_049e6b492e9f3d48016a10cee9c1b881919f4b57b039760a22",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"todos\":[{\"id\":\"1\",\"content\":\"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\",\"status\":\"in_progress\"},{\"id\":\"2\",\"content\":\"Generator/Formatter minimal implementieren\",\"status\":\"pending\"},{\"id\":\"3\",\"content\":\"Review-Drafts für Testbatch erzeugen und prüfen\",\"status\":\"pending\"},{\"id\":\"4\",\"content\":\"Änderungen testen, committen und pushen\",\"status\":\"pending\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Continuing with planning**\n\nI need to keep moving forward here. Should I load relevant skills? I already have TDD and GitHub loaded, which might be enough for now. Maybe I need to create a plan? I also have to implement a script draft generator and review the formatter. Using tools is essential, and I should remember to follow TDD principles. I'll also need to inspect what’s currently in place before jumping into implementation!",
      "reasoning_content": "**Continuing with planning**\n\nI need to keep moving forward here. Should I load relevant skills? I already have TDD and GitHub loaded, which might be enough for now. Maybe I need to create a plan? I also have to implement a script draft generator and review the formatter. Using tools is essential, and I should remember to follow TDD principles. I'll also need to inspect what’s currently in place before jumping into implementation!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM7qE2uLcI_xZ4Dw2jmGZ8HfgasEsVOD1ISB-aHnH9H0sNLkJqQgr6k-k-ciM9BH-0gxZaZrhZJVMSU9cccMP67Os5wNgCrfNH0K7s1c7LkzVVaVXPdI0674Lpk7nnaMGZAN9j4kVBi4nCHzTI688ovfWmkV0uIiLz9DHVU1sSPRfCZkEjGdyOHwI4mWXBAM7Dqk5XEwQRnh9xdHIPBDFlwVgck_qQjZ5ABjW4p1H_6z2EkLqVcYAzAKtGCuGuGNK0UEPuFaHlyPiuOphGFdJORG65b8sQHS2cX21FuX2giPWEjxw-g8eA2WCyGQXPy5hKFUZ8_dHF7JdgOELJBn-OYOFYcXTAksN_R8I-1Ln82Y_GjEDwhk1MIAxAd1W_oN_43VsAIB6-pV6G0HKV64McgDFgFok7cS0GBtszVunmGmugEjco2wkajhECtpW-1JSDSGvhSydTJDvXFfP_U-mttIECI_lQMtvzFtYH-D8RjC6QW4CPwbI6GHyTU5fJbk89TVg-NgA69_Z43tmjQQSdbisgEUw8DAAS5B1dXowTyPqb0KA75Hw1ol_-wVlWr2ROhpFI8gAz0iBkLieYvxlgGuHMXIXV2a2yslRDAU4jGCCZUkMgZUL2WVkD87jrS5O_bPNrJv8SX3DqBwAEgjvgrcZOMEo924XyVdrl6g7fDcQRvxfoWx0kiE_dYmcjIKXq-wfgXcVLPZmzhbnaSzJhDeFupC9_9rsvoc5YrT9KwfOjZjXpPBdOvGcrw7tJ5ByqYec7IXmrl2spsl4sJiW6_HGL8x2o_VlWWQpAZmFto9AE0r7i5XgHumXCLKb_N8DcuVD1Okh2TX4JrgPPiaXRqYbFjQwWuTQcCX2OpN7ZLjh6dgWoaroWgjxG3Ow2fTaRPtTj3TY2J3kvBvhmaJNbiZ-00UevCYU-KrOfh6pfY3cbEmecDuomfYgRWQSIi_PscHu8mes3mCcS30aO7jgFmWXxD7ZNJl5QtM44UWU2HVDylHLimCsjfUf0v9wPSXN-tvBZgFXrLHi3i8y8D4Yx8YDFQbqUWNAeLOVbskyCpYmPQWFEGoIueL_CitRTf_5XjdmGEg7RigoowYKrnAN86lkthIf6l_FEs5ba_DsSBIqdeAIbwNZbGUUxfCRn_HKEuwNtzb3b5evDMcFVlzpD1FduDJzlbuiQ2SDCgUoZOKl1I1qH1Y4Tu_y4XMjdXBwLId",
          "id": "rs_049e6b492e9f3d48016a10cee7aafc819198dd616ec84ca550",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Continuing with planning**\n\nI need to keep moving forward here. Should I load relevant skills? I already have TDD and GitHub loaded, which might be enough for now. Maybe I need to create a plan? I also have to implement a script draft generator and review the formatter. Using tools is essential, and I should remember to follow TDD principles. I'll also need to inspect what’s currently in place before jumping into implementation!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\", \"status\": \"in_progress\"}, {\"id\": \"2\", \"content\": \"Generator/Formatter minimal implementieren\", \"status\": \"pending\"}, {\"id\": \"3\", \"content\": \"Review-Drafts für Testbatch erzeugen und prüfen\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Änderungen testen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 3, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}",
      "tool_call_id": "call_IbiZEVbHKAP6qRG6AoH5Otmf"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_OBwSW3i8aYXlH22Dm4ZXOLNa",
          "call_id": "call_OBwSW3i8aYXlH22Dm4ZXOLNa",
          "response_item_id": "fc_049e6b492e9f3d48016a10ceeddd0881919306962a9c3c1638",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"git status --short --branch && python3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"## feat/initial-growth-engine...origin/feat/initial-growth-engine\\n...                                                                      [100%]\\n3 passed in 0.03s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_OBwSW3i8aYXlH22Dm4ZXOLNa"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_B0znbK60s4n6IvFgIhkBy51p",
          "call_id": "call_B0znbK60s4n6IvFgIhkBy51p",
          "response_item_id": "fc_049e6b492e9f3d48016a10cef2aeb88191ab3ef79908a379ed",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\",\"content\":\"from pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch\\nfrom autoshorts.script_drafts import build_script_draft, format_telegram_review, write_review_drafts\\n\\n\\ndef test_build_script_draft_has_timed_sections_and_platform_note():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n    idea = batch[\\\"ideas\\\"][0]\\n\\n    draft = build_script_draft(idea)\\n\\n    assert draft[\\\"id\\\"] == idea[\\\"id\\\"]\\n    assert draft[\\\"duration_seconds\\\"] == idea[\\\"duration_seconds\\\"]\\n    assert draft[\\\"sections\\\"][0][\\\"label\\\"] == \\\"Hook\\\"\\n    assert draft[\\\"sections\\\"][0][\\\"text\\\"] == idea[\\\"hook\\\"]\\n    assert sum(section[\\\"seconds\\\"] for section in draft[\\\"sections\\\"]) == idea[\\\"duration_seconds\\\"]\\n    assert draft[\\\"platform_note\\\"] == \\\"Growth Short\\\"\\n    assert draft[\\\"hashtags\\\"]\\n\\n\\ndef test_build_script_draft_marks_tiktok_rewards_candidate():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n    idea = next(item for item in batch[\\\"ideas\\\"] if item[\\\"duration_seconds\\\"] >= 60)\\n\\n    draft = build_script_draft(idea)\\n\\n    assert draft[\\\"platform_note\\\"] == \\\"TikTok Rewards Candidate\\\"\\n    assert draft[\\\"sections\\\"][-1][\\\"label\\\"] == \\\"CTA\\\"\\n\\n\\ndef test_format_telegram_review_contains_approval_commands():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n    draft = build_script_draft(batch[\\\"ideas\\\"][0])\\n\\n    text = format_telegram_review(draft)\\n\\n    assert \\\"## AutoShortsBot Review\\\" in text\\n    assert \\\"Freigabe alle\\\" in text\\n    assert draft[\\\"hook\\\"] in text\\n    assert \\\"Quality Score\\\" in text\\n\\n\\ndef test_write_review_drafts_creates_one_markdown_per_idea(tmp_path):\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_001.json\\\"))\\n\\n    paths = write_review_drafts(batch, tmp_path)\\n\\n    assert len(paths) == 9\\n    first = paths[0].read_text(encoding=\\\"utf-8\\\")\\n    assert \\\"AutoShortsBot Review\\\" in first\\n    assert paths[0].suffix == \\\".md\\\"\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1853, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\\\">\\nERROR [4:6] Import \\\"autoshorts.script_drafts\\\" could not be resolved [reportMissingImports] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_B0znbK60s4n6IvFgIhkBy51p"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_nLS9uE3RRUIIKeh2vPqfQWpM",
          "call_id": "call_nLS9uE3RRUIIKeh2vPqfQWpM",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf011438819188c2c8fb632f6776",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_script_drafts.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n_________________ ERROR collecting tests/test_script_drafts.py _________________\\nImportError while importing test module '/home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/test_script_drafts.py:4: in <module>\\n    from autoshorts.script_drafts import build_script_draft, format_telegram_review, write_review_drafts\\nE   ModuleNotFoundError: No module named 'autoshorts.script_drafts'\\n=========================== short test summary info ============================\\nERROR tests/test_script_drafts.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.11s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_nLS9uE3RRUIIKeh2vPqfQWpM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_wmA3DcMQSO3MOAkMDKuCoxpP",
          "call_id": "call_wmA3DcMQSO3MOAkMDKuCoxpP",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf04d00481919cf0bd83d56cc1eb",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Generator/Formatter minimal implementieren\",\"id\":\"2\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Generator/Formatter minimal implementieren\", \"status\": \"in_progress\"}, {\"id\": \"3\", \"content\": \"Review-Drafts für Testbatch erzeugen und prüfen\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Änderungen testen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 2, \"in_progress\": 1, \"completed\": 1, \"cancelled\": 0}}",
      "tool_call_id": "call_wmA3DcMQSO3MOAkMDKuCoxpP"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_q42zz2B4ffDoDXG6FNslQHko",
          "call_id": "call_q42zz2B4ffDoDXG6FNslQHko",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf09e8d88191bb35ca7bad11f560",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"\\\"\\\"\\\"Script draft and Telegram review formatting helpers.\\\"\\\"\\\"\\n\\nfrom __future__ import annotations\\n\\nimport re\\nfrom pathlib import Path\\nfrom typing import Any\\n\\n\\ndef _slug(value: str) -> str:\\n    slug = re.sub(r\\\"[^a-zA-Z0-9]+\\\", \\\"-\\\", value.lower()).strip(\\\"-\\\")\\n    return slug or \\\"draft\\\"\\n\\n\\ndef _hashtags_for_pillar(pillar: str) -> list[str]:\\n    defaults = {\\n        \\\"life_optimization\\\": [\\\"#focus\\\", \\\"#selfimprovement\\\", \\\"#lifesystems\\\", \\\"#mindset\\\"],\\n        \\\"ai_life_systems\\\": [\\\"#ai\\\", \\\"#productivity\\\", \\\"#prompts\\\", \\\"#lifesystems\\\"],\\n        \\\"faithtok\\\": [\\\"#faithtok\\\", \\\"#christian\\\", \\\"#prayer\\\", \\\"#discipline\\\"],\\n    }\\n    return defaults.get(pillar, [\\\"#shorts\\\", \\\"#growth\\\"])\\n\\n\\ndef _allocate_sections(duration_seconds: int) -> list[tuple[str, int]]:\\n    \\\"\\\"\\\"Allocate simple timed sections that sum exactly to the target duration.\\\"\\\"\\\"\\n    hook = min(3, max(2, duration_seconds // 10))\\n    cta = min(5, max(3, duration_seconds // 12))\\n    setup = max(5, int(duration_seconds * 0.24))\\n    value = max(8, duration_seconds - hook - cta - setup)\\n    total = hook + setup + value + cta\\n    value += duration_seconds - total\\n    return [(\\\"Hook\\\", hook), (\\\"Setup\\\", setup), (\\\"Core Value\\\", value), (\\\"CTA\\\", cta)]\\n\\n\\ndef build_script_draft(idea: dict[str, Any]) -> dict[str, Any]:\\n    \\\"\\\"\\\"Build a deterministic first script draft from a curated testbatch idea.\\\"\\\"\\\"\\n    duration = int(idea[\\\"duration_seconds\\\"])\\n    allocations = _allocate_sections(duration)\\n    outline = idea[\\\"script_outline\\\"].strip()\\n    hook = idea[\\\"hook\\\"].strip()\\n    cta = idea[\\\"cta\\\"].strip()\\n\\n    sections = [\\n        {\\\"label\\\": \\\"Hook\\\", \\\"seconds\\\": allocations[0][1], \\\"text\\\": hook},\\n        {\\n            \\\"label\\\": \\\"Setup\\\",\\n            \\\"seconds\\\": allocations[1][1],\\n            \\\"text\\\": _setup_line(idea),\\n        },\\n        {\\n            \\\"label\\\": \\\"Core Value\\\",\\n            \\\"seconds\\\": allocations[2][1],\\n            \\\"text\\\": outline,\\n        },\\n        {\\\"label\\\": \\\"CTA\\\", \\\"seconds\\\": allocations[3][1], \\\"text\\\": cta},\\n    ]\\n\\n    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\\n        \\\"pillar\\\": idea[\\\"pillar\\\"],\\n        \\\"title\\\": idea[\\\"title\\\"],\\n        \\\"duration_seconds\\\": duration,\\n        \\\"platform_target\\\": idea[\\\"platform_target\\\"],\\n        \\\"platform_note\\\": \\\"TikTok Rewards Candidate\\\" if duration >= 60 else \\\"Growth Short\\\",\\n        \\\"hook\\\": hook,\\n        \\\"sections\\\": sections,\\n        \\\"visual_concept\\\": idea[\\\"visual_concept\\\"],\\n        \\\"caption\\\": idea[\\\"caption\\\"],\\n        \\\"cta\\\": cta,\\n        \\\"hashtags\\\": _hashtags_for_pillar(idea[\\\"pillar\\\"]),\\n        \\\"quality_score\\\": int(idea[\\\"quality_score\\\"]),\\n        \\\"risk_notes\\\": idea.get(\\\"risk_notes\\\", \\\"\\\"),\\n    }\\n\\n\\ndef _setup_line(idea: dict[str, Any]) -> str:\\n    pillar = idea[\\\"pillar\\\"]\\n    if pillar == \\\"faithtok\\\":\\n        return \\\"A quiet, honest moment for people who feel spiritually tired but still want to return to God.\\\"\\n    if pillar == \\\"ai_life_systems\\\":\\n        return \\\"The point is not hype. The point is a simple system where the human stays in charge.\\\"\\n    return \\\"This is not another motivation trick. It is a small environmental system you can test today.\\\"\\n\\n\\ndef format_telegram_review(draft: dict[str, Any]) -> str:\\n    \\\"\\\"\\\"Format a draft for Telegram approval review.\\\"\\\"\\\"\\n    platforms = \\\", \\\".join(draft[\\\"platform_target\\\"])\\n    hashtags = \\\" \\\".join(draft[\\\"hashtags\\\"])\\n    sections = \\\"\\\\n\\\".join(\\n        f\\\"- **{section['label']}** ({section['seconds']}s): {section['text']}\\\"\\n        for section in draft[\\\"sections\\\"]\\n    )\\n    return f\\\"\\\"\\\"## AutoShortsBot Review\\n\\n**ID:** `{draft['id']}`\\n**Pillar:** `{draft['pillar']}`\\n**Title:** {draft['title']}\\n**Duration:** {draft['duration_seconds']}s — {draft['platform_note']}\\n**Platforms:** {platforms}\\n**Quality Score:** {draft['quality_score']}/10\\n\\n**Hook:** {draft['hook']}\\n\\n**Script Draft:**\\n{sections}\\n\\n**Visual Concept:** {draft['visual_concept']}\\n\\n**Caption:** {draft['caption']}\\n**Hashtags:** {hashtags}\\n\\n**Policy/Risk Notes:** {draft['risk_notes'] or 'Keine besonderen Risiken.'}\\n\\n**Approval commands:**\\n- `Freigabe alle`\\n- `Freigabe YouTube`\\n- `Freigabe TikTok`\\n- `Freigabe Instagram`\\n- `Ablehnen`\\n- `Ändern: <Wunsch>`\\n\\\"\\\"\\\"\\n\\n\\ndef write_review_drafts(batch: dict[str, Any], output_dir: Path) -> list[Path]:\\n    \\\"\\\"\\\"Write one Telegram-ready Markdown review file per idea.\\\"\\\"\\\"\\n    output_dir.mkdir(parents=True, exist_ok=True)\\n    written: list[Path] = []\\n    for idea in batch.get(\\\"ideas\\\", []):\\n        draft = build_script_draft(idea)\\n        path = output_dir / f\\\"{draft['id']}-{_slug(draft['title'])}.md\\\"\\n        path.write_text(format_telegram_review(draft), encoding=\\\"utf-8\\\")\\n        written.append(path)\\n    return written\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 4539, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_q42zz2B4ffDoDXG6FNslQHko"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_sI5RW4qg2eZsAOp4wqBbh0tZ",
          "call_id": "call_sI5RW4qg2eZsAOp4wqBbh0tZ",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf2795288191b34b3fdca8ba753f",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\",\"old_string\":\"__all__ = [\\\"growth_plan\\\"]\",\"new_string\":\"__all__ = [\\\"growth_plan\\\", \\\"script_drafts\\\"]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n@@ -1,3 +1,3 @@\\n \\\"\\\"\\\"AutoShortsBot growth engine package.\\\"\\\"\\\"\\n \\n-__all__ = [\\\"growth_plan\\\"]\\n+__all__ = [\\\"growth_plan\\\", \\\"script_drafts\\\"]\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_sI5RW4qg2eZsAOp4wqBbh0tZ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_W34Ylp6Cz10FpM6mO7l9d0J1",
          "call_id": "call_W34Ylp6Cz10FpM6mO7l9d0J1",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf2ca0b0819197f4363767850b7f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_script_drafts.py -q && python3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"....                                                                     [100%]\\n4 passed in 0.04s\\n.......                                                                  [100%]\\n7 passed in 0.04s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_W34Ylp6Cz10FpM6mO7l9d0J1"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_636ApIRs2ZXjP8Qmj5hOZ848",
          "call_id": "call_636ApIRs2ZXjP8Qmj5hOZ848",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf30d910819196badba519277f40",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Generator/Formatter minimal implementieren\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Review-Drafts für Testbatch erzeugen und prüfen\",\"id\":\"3\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Generator/Formatter minimal implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Review-Drafts für Testbatch erzeugen und prüfen\", \"status\": \"in_progress\"}, {\"id\": \"4\", \"content\": \"Änderungen testen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 1, \"in_progress\": 1, \"completed\": 2, \"cancelled\": 0}}",
      "tool_call_id": "call_636ApIRs2ZXjP8Qmj5hOZ848"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Flqzq9YfXPWAP71kQOjBRsl0",
          "call_id": "call_Flqzq9YfXPWAP71kQOjBRsl0",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf33e7048191856cdc278abef162",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"\\\"\\\"\\\"Command line entrypoint for generating Telegram review drafts.\\\"\\\"\\\"\\n\\nfrom __future__ import annotations\\n\\nimport argparse\\nfrom pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.script_drafts import write_review_drafts\\n\\n\\ndef main() -> None:\\n    parser = argparse.ArgumentParser(description=\\\"Generate Telegram-ready AutoShortsBot review drafts.\\\")\\n    parser.add_argument(\\\"--batch\\\", default=\\\"data/drafts/testbatch_001.json\\\", help=\\\"Path to testbatch JSON\\\")\\n    parser.add_argument(\\n        \\\"--out\\\",\\n        default=\\\"data/reviews/testbatch_001\\\",\\n        help=\\\"Output directory for Markdown review files\\\",\\n    )\\n    args = parser.parse_args()\\n\\n    batch = load_testbatch(Path(args.batch))\\n    summary = validate_testbatch(batch)\\n    paths = write_review_drafts(batch, Path(args.out))\\n\\n    print(f\\\"Generated {len(paths)} review drafts in {args.out}\\\")\\n    print(f\\\"Validation: {summary}\\\")\\n\\n\\nif __name__ == \\\"__main__\\\":\\n    main()\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 977, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_Flqzq9YfXPWAP71kQOjBRsl0"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7noPO6FmngUu6ADr47nQhiol",
          "call_id": "call_7noPO6FmngUu6ADr47nQhiol",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf3c66e481919e2d25fac394dc00",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 scripts/generate_review_drafts.py --batch data/drafts/testbatch_001.json --out data/reviews/testbatch_001\\npython3 - <<'PY'\\nfrom pathlib import Path\\nfiles=sorted(Path('data/reviews/testbatch_001').glob('*.md'))\\nprint('review_files', len(files))\\nprint(files[0])\\nprint(files[0].read_text(encoding='utf-8')[:1200])\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Traceback (most recent call last):\\n  File \\\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\\", line 8, in <module>\\n    from autoshorts.growth_plan import load_testbatch, validate_testbatch\\nModuleNotFoundError: No module named 'autoshorts'\\nreview_files 0\\nTraceback (most recent call last):\\n  File \\\"<stdin>\\\", line 4, in <module>\\nIndexError: list index out of range\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_7noPO6FmngUu6ADr47nQhiol"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_hJzgfPjBr81xHHET0fqzWf6r",
          "call_id": "call_hJzgfPjBr81xHHET0fqzWf6r",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf4299908191b427a7e7a2ab6ca4",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\",\"old_string\":\"import argparse\\nfrom pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.script_drafts import write_review_drafts\\n\",\"new_string\":\"import argparse\\nimport sys\\nfrom pathlib import Path\\n\\nPROJECT_ROOT = Path(__file__).resolve().parents[1]\\nif str(PROJECT_ROOT) not in sys.path:\\n    sys.path.insert(0, str(PROJECT_ROOT))\\n\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.script_drafts import write_review_drafts\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Resolving script run path issues**\n\nI'm dealing with a script run path issue since Python sets the scripts directory. To fix this, I might need to insert the root directory into the path. I’m wondering if I should add any tests, but maybe not necessary right now. I think using a patch should be the way to go. It’s a bit challenging to navigate, but I’m focused on finding the best solution here!",
      "reasoning_content": "**Resolving script run path issues**\n\nI'm dealing with a script run path issue since Python sets the scripts directory. To fix this, I might need to insert the root directory into the path. I’m wondering if I should add any tests, but maybe not necessary right now. I think using a patch should be the way to go. It’s a bit challenging to navigate, but I’m focused on finding the best solution here!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM9EQ2MQ0QGpjGJYof_aqi-XluO9nfbyLpKFST814AJnoqE6TaLO80DQ1aGAeC1QT6ERA4TL4hk2gms_lkWuJlaY1pc8xaUi145MgjIJxUr2yxXFSg6vf65C1pIJZU30UwoKk7OqAJziw5RCjs8LWHcGb4UKru0RaOIXkOniFGaSMlrdBRmgyJtGVWx83j6pMqqwJz8w7pqe_QVFNDz9VWxAzLzjSLAZ4GA5Mw09CALTD2r1nKQBihDYW1psZ7XB-f4PKHxcF3AdflFGrGh2dtxraSKwAbk8Cym3Rlq0ftefSFGB2XJqDGBTW3Z1n35CyMi6XYDVL1b5HtGMV-ax5pLJ8uuI0GrhIi9CDy3lNMpRysx0KqqBAiJ2ynKTgopIMaCyJOhWHbyYu0KVWahFzY5zXKktX8lKKC4GZJyGeyD3cWMisXRDJULWlyZq03Y8xUZ2s8UXI_tc0yCRWMknvceV6FThtvZFy2azVN1wr6Fh8QI05P7lZnFt7Zl15J8UggnJ2uzdsrKyQH3bzyOI8Wz0p1L9o2Y767YpYLV0gDy12sDx-ZmWlsQIp-XXUgC46hjzYEnyf9mW5QUJ-tg4Fe1GLg6hGYX-BMBV4SG2rPTMfKX62VTjQ7-oHq7gKZfvV_b6PmhtFsCSvd8cV5fvINet86Ci11FL1dPPqe8cXKROzQj6F0iSjojxSbqzp8z_htrRm9U-0kgMJJZEAxDAUoR5jESnVhODf_s3Dypm9TNOOCRqEbBltHWnqBoqD0gS75-zGGufPv5Ibs4-QPqs3vJNoz8GX4mRwsz-z6MSMOx8iVz9bCMoSgpoCoYJvQ9xJUhNZDylKPtfP5bJpK9AhCOn2IIVpcEBqHz2Q7k7nKWu7hzwr20uFpH9MUl5AP-OLUxzugirSOzYG8xpHLsWqjsEVTeuOEDlW-KzT6YTSfwbQSn-9Bcc0nvVtIk4JSJUQ3eQ-xZNUjE4565uOSUNgM85nUjeIYJklOa1Yb7aIxOG1yAb3mSDSx3Ef56B079B81bUviVHvfTqGXgB7n6SrdFbKtCmsl8XnfXC-4Sh2IfK6ZRaHQC-u3aFCIRdG2Kd8y2P",
          "id": "rs_049e6b492e9f3d48016a10cf411b7c81919e1b33b33b44103f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Resolving script run path issues**\n\nI'm dealing with a script run path issue since Python sets the scripts directory. To fix this, I might need to insert the root directory into the path. I’m wondering if I should add any tests, but maybe not necessary right now. I think using a patch should be the way to go. It’s a bit challenging to navigate, but I’m focused on finding the best solution here!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n@@ -3,7 +3,12 @@\\n from __future__ import annotations\\n \\n import argparse\\n+import sys\\n from pathlib import Path\\n+\\n+PROJECT_ROOT = Path(__file__).resolve().parents[1]\\n+if str(PROJECT_ROOT) not in sys.path:\\n+    sys.path.insert(0, str(PROJECT_ROOT))\\n \\n from autoshorts.growth_plan import load_testbatch, validate_testbatch\\n from autoshorts.script_drafts import write_review_drafts\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_hJzgfPjBr81xHHET0fqzWf6r"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_F4LwIbCekQZU3GITbTzfjMQB",
          "call_id": "call_F4LwIbCekQZU3GITbTzfjMQB",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf4af5e88191aad103cc865b3c82",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 scripts/generate_review_drafts.py --batch data/drafts/testbatch_001.json --out data/reviews/testbatch_001\\npython3 - <<'PY'\\nfrom pathlib import Path\\nfiles=sorted(Path('data/reviews/testbatch_001').glob('*.md'))\\nprint('review_files', len(files))\\nprint(files[0])\\nprint(files[0].read_text(encoding='utf-8')[:1500])\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Generated 9 review drafts in data/reviews/testbatch_001\\nValidation: {'name': 'testbatch_001_growth_probe', 'total_ideas': 9, 'pillars': {'ai_life_systems': 3, 'faithtok': 3, 'life_optimization': 3}, 'duration_buckets': {'growth': 6, 'tiktok_rewards_candidate': 3}, 'missing_fields': [], 'minimum_quality_score': 9}\\nreview_files 9\\ndata/reviews/testbatch_001/ai-001-use-ai-like-a-servant-not-like-a-god.md\\n## AutoShortsBot Review\\n\\n**ID:** `ai-001`\\n**Pillar:** `ai_life_systems`\\n**Title:** Use AI like a servant, not like a god\\n**Duration:** 44s — Growth Short\\n**Platforms:** youtube_shorts, tiktok, instagram_reels\\n**Quality Score:** 10/10\\n\\n**Hook:** KI ist ein schlechter Gott, aber ein ziemlich guter Diener.\\n\\n**Script Draft:**\\n- **Hook** (3s): KI ist ein schlechter Gott, aber ein ziemlich guter Diener.\\n- **Setup** (10s): The point is not hype. The point is a simple system where the human stays in charge.\\n- **Core Value** (28s): KI darf sortieren, erinnern, entwerfen und kritisieren. Aber Werte, Gewissen und letzte Entscheidungen bleiben beim Menschen. Erst Ziel, dann Tool.\\n- **CTA** (3s): Wofür nutzt du KI — Diener oder Chef?\\n\\n**Visual Concept:** Mensch schreibt Werte auf Papier; KI sortiert Aufgaben als Cards; klare Herr-Diener-Metapher ohne religiösen Kitsch.\\n\\n**Caption:** Use AI for stewardship, not surrender.\\n**Hashtags:** #ai #productivity #prompts #lifesystems\\n\\n**Policy/Risk Notes:** Keine konkrete Tool-Werbung; wertorientiert.\\n\\n**Approval commands:**\\n- `Freigabe alle`\\n- `Freigabe YouTube`\\n- `Freigabe TikTok`\\n- `Freigabe Instagram`\\n- `Ablehnen`\\n- `Ändern: <Wunsch>`\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_F4LwIbCekQZU3GITbTzfjMQB"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JOOw3AmfMfZ93s54Au4ITRcW",
          "call_id": "call_JOOw3AmfMfZ93s54Au4ITRcW",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf53f8ac8191bed346acaef6a7b1",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Review-Drafts für Testbatch erzeugen und prüfen\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Änderungen testen, committen und pushen\",\"id\":\"4\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering review management**\n\nI’m thinking about whether generated reviews should be committed. They’re drafts, but maybe that’s fine for now. I would want to ensure that my .gitignore excludes data/generated but not reviews. After running tests, I think I’ll commit and push. Also, I wonder if we should improve mixed languages since the user is using German, but the content could be in English. It might be good to add documentation too, so I need to inspect the file list.",
      "reasoning_content": "**Considering review management**\n\nI’m thinking about whether generated reviews should be committed. They’re drafts, but maybe that’s fine for now. I would want to ensure that my .gitignore excludes data/generated but not reviews. After running tests, I think I’ll commit and push. Also, I wonder if we should improve mixed languages since the user is using German, but the content could be in English. It might be good to add documentation too, so I need to inspect the file list.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqEM9UE16uApNRmy4Obta1sc8BLhk8DKd5PL7GPexkFhqWzKWLBYdAzk6bH5UCntEF00PEWTcgCoUEpIeUbZnZmTLHxUNjlSvOz0pFe_Km7lACS4L6GKGmEXjbjhEU8F32N9vV4GNaWWNTtnpXB3K3hZ4o0mTGqWamtCPw9hdjjy6RnBtMZi_2-y1yPPnPSHOKIZYZ5UeLUtMpB61vqhObQMllMjg0RIGdg17L2IaMyOE_tZeIOzU1rubBV-Zs6NBoxAmb8U36c5wOMaHecuxtK58tXEv_fbSYXm4eJ7djoq43pMOLrHaEy62kUXuhMWsXKJSOCNsA9gQgmmpVYQqoVlv_k1O2ByjzrS3szQy2kmulZNybu4gSCwGT_5vfzJ-qQ74XduGLQe2bxx3UN4U3amAZ0rRMWEYe-fpkzo4UBvEBX5MnDiPgYFbnuX9iTl0SKidAvYUycUtXVHBmkbwG_wSWveYMaClg1dRGkEeWgQaEgrNjWGsCBRbPzaXE-VEj2JR_yzF1W1j_GLHchQ0xfT9VAWmuv_qNQdfJtb0bcrKX3BDRXBzQm9sMyui7qw5ZgITHQM1B_3C7vgFtLMjFE6ngDRCZmDwNghh4FsAMRuBRTN_xarinXCao0U9-j7SKZsm_mMVVaK703c3we95NZ9q-r69nfMqdioUF8hjGNnNr8uOR2KgLUPubtDfRxpJ3vxQczDpOHpeBumpexd5-9KgKFZ3mQVn7LT6_oGZTfjjRVsm3NzBn6ibLFlvGj-Cy_bVmTjgF7p_nR3JdRD9H57J2nP_NkStiA5bhK3Gr4-rFN5DikLhe7_-SyGsS-IGL_gLSitdU_QvX515tAIlVjpNTKLdKiEJcQ2d4CxzU6vnpRXBzI4w1yjmpfM-BByva6dKslweH7xgRD8ELs7JDH3jpkMCoQ-lpmqvylu10vEUCBEijEp6hezKlcIGeGxWgSEWiiowNGrKuztqXxbIDszIVqsdOV44stN57FAcnvuzUzoL3wrVnQWhgiEodDOuuqFRbAHmSp6FCa5A4JCQbMbfYf-y2wL8NYg-uIz5hDikE3kZuIw3ttQXJbfzrNsDAIFtmNaM9Y-hSfhjj10OknizX8UGwb3NIMiZ0uEurZh4hjyr7NkDabArtEhzRKdVVXgtxWFRAaRmB_niN6lf_D4HcnvAkQ7dCTpaIkI1Ks7FGBy0Jcns1xwIEl2Xy_7vTkEIAnryKUKivkk3KIAT6LHpACDWYogkGyB3JeL6S75DdrkiNvWnjEeHICdb75xvT81e1b8By6PNOsmXic1mPczX9l9M3o4CNiMENRfTrz_nY80hZDwQmzEHtnbwMAG788x6h9cqgjinJ1qbKxJiA9v_cD64-jHWiPvjE__gAd_R_22M=",
          "id": "rs_049e6b492e9f3d48016a10cf4e860c81918491e694f81cae77",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering review management**\n\nI’m thinking about whether generated reviews should be committed. They’re drafts, but maybe that’s fine for now. I would want to ensure that my .gitignore excludes data/generated but not reviews. After running tests, I think I’ll commit and push. Also, I wonder if we should improve mixed languages since the user is using German, but the content could be in English. It might be good to add documentation too, so I need to inspect the file list."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Generator/Formatter minimal implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Review-Drafts für Testbatch erzeugen und prüfen\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Änderungen testen, committen und pushen\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 1, \"completed\": 3, \"cancelled\": 0}}",
      "tool_call_id": "call_JOOw3AmfMfZ93s54Au4ITRcW"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_MQnbuYio8hatrfsV33SxXqBn",
          "call_id": "call_MQnbuYio8hatrfsV33SxXqBn",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf56e61081918862b730e213a737",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest -q\\ngit status --short\\ngit diff --stat\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \".......                                                                  [100%]\\n7 passed in 0.03s\\n M autoshorts/__init__.py\\n?? autoshorts/script_drafts.py\\n?? data/reviews/\\n?? scripts/\\n?? tests/test_script_drafts.py\\n autoshorts/__init__.py | 2 +-\\n 1 file changed, 1 insertion(+), 1 deletion(-)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_MQnbuYio8hatrfsV33SxXqBn"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_24ywzKyyX3oq3W0VOhxdP0KD",
          "call_id": "call_24ywzKyyX3oq3W0VOhxdP0KD",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf5a84548191a43ba8e7c2afefb9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit add autoshorts/__init__.py autoshorts/script_drafts.py data/reviews scripts tests/test_script_drafts.py\\ngit commit -m \\\"feat: add script draft review generator\\\"\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[feat/initial-growth-engine 2100bfd] feat: add script draft review generator\\n 13 files changed, 501 insertions(+), 1 deletion(-)\\n create mode 100644 autoshorts/script_drafts.py\\n create mode 100644 data/reviews/testbatch_001/ai-001-use-ai-like-a-servant-not-like-a-god.md\\n create mode 100644 data/reviews/testbatch_001/ai-002-ki-gegen-mental-overload.md\\n create mode 100644 data/reviews/testbatch_001/ai-003-dein-pers-nlicher-jarvis-in-60-sekunden.md\\n create mode 100644 data/reviews/testbatch_001/faith-001-god-is-not-asking-you-to-perform-exhaustion.md\\n create mode 100644 data/reviews/testbatch_001/faith-002-jesus-was-not-impressed-by-productivity-theater.md\\n create mode 100644 data/reviews/testbatch_001/faith-003-the-algorithm-wants-your-attention-god-wants-your-heart.md\\n create mode 100644 data/reviews/testbatch_001/life-001-der-2-minuten-reset-gegen-chaos-im-kopf.md\\n create mode 100644 data/reviews/testbatch_001/life-002-der-anti-doomscrolling-trick.md\\n create mode 100644 data/reviews/testbatch_001/life-003-stop-optimizing-everything.md\\n create mode 100644 scripts/generate_review_drafts.py\\n create mode 100644 tests/test_script_drafts.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_24ywzKyyX3oq3W0VOhxdP0KD"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_sW7Isj2LgJTVkAEHkgw4ZAn2",
          "call_id": "call_sW7Isj2LgJTVkAEHkgw4ZAn2",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf5e79f48191a665ac9268fc75d0",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push >/tmp/autoshorts_push2.log 2>&1 || { sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g' /tmp/autoshorts_push2.log; exit 1; }\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\nprintf 'branch=%s\\\\nlocal=%s\\\\nremote=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\ncat /tmp/autoshorts_push2.log | sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g'\",\"timeout\":120}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"branch=feat/initial-growth-engine\\nlocal=2100bfddca9f269608e3155cb0c4a45c114daffd\\nremote=2100bfddca9f269608e3155cb0c4a45c114daffd\\nTo https://github.com/Gamexgit/AutoShortsBot.git\\n   f83469d..2100bfd  feat/initial-growth-engine -> feat/initial-growth-engine\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_sW7Isj2LgJTVkAEHkgw4ZAn2"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_VD8ZCINw5qRb9Zdj0YJmAyQc",
          "call_id": "call_VD8ZCINw5qRb9Zdj0YJmAyQc",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf6992308191a034584d839cfe45",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"git status --short --branch\\npython3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"## feat/initial-growth-engine...origin/feat/initial-growth-engine\\n.......                                                                  [100%]\\n7 passed in 0.03s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_VD8ZCINw5qRb9Zdj0YJmAyQc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_8cOb0EBh6hSO9NkcS0uNyJpm",
          "call_id": "call_8cOb0EBh6hSO9NkcS0uNyJpm",
          "response_item_id": "fc_049e6b492e9f3d48016a10cf6d38a88191b23dbf183e20d703",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Änderungen testen, committen und pushen\",\"id\":\"4\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Script-Draft-Generator und Telegram-Review-Formatter schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Generator/Formatter minimal implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Review-Drafts für Testbatch erzeugen und prüfen\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Änderungen testen, committen und pushen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "tool_call_id": "call_8cOb0EBh6hSO9NkcS0uNyJpm"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n## Implementiert\n\nIm Repo/Branch `feat/initial-growth-engine` ist jetzt zusätzlich enthalten:\n\n- `autoshorts/script_drafts.py`\n  - erzeugt deterministische Script-Drafts aus dem Testbatch\n  - klassifiziert Videos als:\n    - `Growth Short`\n    - `TikTok Rewards Candidate`\n  - erstellt Telegram-taugliche Review-Texte\n\n- `scripts/generate_review_drafts.py`\n  - CLI-Script zum Generieren der Review-Dateien\n\n- `data/reviews/testbatch_001/*.md`\n  - 9 vorbereitete Review-Drafts, je einer pro Testidee\n\n- `tests/test_script_drafts.py`\n  - Tests für Generator, Review-Format und Datei-Erzeugung\n\n## Validierung\n\nTests laufen sauber:\n\n```text\n7 passed in 0.03s\n```\n\n## GitHub\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nLetzter Commit:\n\n```text\n2100bfd feat: add script draft review generator\n```\n\nRemote-Verifikation erfolgreich:\n\n```text\nlocal == remote\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Beispiel: erzeugter Review-Draft\n\n```text\n## AutoShortsBot Review\n\nID: ai-001\nPillar: ai_life_systems\nTitle: Use AI like a servant, not like a god\nDuration: 44s — Growth Short\nPlatforms: youtube_shorts, tiktok, instagram_reels\nQuality Score: 10/10\n\nHook:\nKI ist ein schlechter Gott, aber ein ziemlich guter Diener.\n\nScript Draft:\n- Hook (3s): KI ist ein schlechter Gott, aber ein ziemlich guter Diener.\n- Setup (10s): The point is not hype. The point is a simple system where the human stays in charge.\n- Core Value (28s): KI darf sortieren, erinnern, entwerfen und kritisieren. Aber Werte, Gewissen und letzte Entscheidungen bleiben beim Menschen. Erst Ziel, dann Tool.\n- CTA (3s): Wofür nutzt du KI — Diener oder Chef?\n```\n\n---\n\n## Wichtige Beobachtung\n\nDie Drafts sind aktuell bewusst noch **strukturelle Script-Drafts**, nicht finale Voiceover-Skripte. Sie sind gut genug für Review und Auswahl, aber vor Rendering würde ich noch eine nächste Stufe ergänzen:\n\n## Nächster Schritt\n\nIch empfehle als Nächstes:\n\n1. **Voiceover-Finalizer**\n   - macht aus den Outline-Drafts echte gesprochene Skripte\n   - mit natürlicher Sprache\n   - passender Länge\n   - sauberem Hook in Sekunde 0–2\n\n2. **Language/Tone Decision**\n   - Deutsch\n   - Englisch\n   - oder gemischt je Säule  \n   \nAktuell sind manche Drafts bewusst zweisprachig, weil die ursprünglichen Ideen gemischt waren. Für echte Videos sollten wir je Kanal konsequent sein.\n\n3. **Top-3 zuerst finalisieren**\n   - nicht alle 9 sofort rendern\n   - erst 3 finale Voiceover-Skripte prüfen\n   - dann Rendering-Pipeline anpassen\n\nMein Vorschlag für die ersten 3 Finalisierungen:\n\n- `ai-001` — **Use AI like a servant, not like a god**\n- `faith-003` — **The algorithm wants your attention. God wants your heart**\n- `life-001` — **Der 2-Minuten-Reset gegen Chaos im Kopf**\n\nDas gibt uns je eine starke Probe pro Säule.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n## Implementiert\n\nIm Repo/Branch `feat/initial-growth-engine` ist jetzt zusätzlich enthalten:\n\n- `autoshorts/script_drafts.py`\n  - erzeugt deterministische Script-Drafts aus dem Testbatch\n  - klassifiziert Videos als:\n    - `Growth Short`\n    - `TikTok Rewards Candidate`\n  - erstellt Telegram-taugliche Review-Texte\n\n- `scripts/generate_review_drafts.py`\n  - CLI-Script zum Generieren der Review-Dateien\n\n- `data/reviews/testbatch_001/*.md`\n  - 9 vorbereitete Review-Drafts, je einer pro Testidee\n\n- `tests/test_script_drafts.py`\n  - Tests für Generator, Review-Format und Datei-Erzeugung\n\n## Validierung\n\nTests laufen sauber:\n\n```text\n7 passed in 0.03s\n```\n\n## GitHub\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nLetzter Commit:\n\n```text\n2100bfd feat: add script draft review generator\n```\n\nRemote-Verifikation erfolgreich:\n\n```text\nlocal == remote\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Beispiel: erzeugter Review-Draft\n\n```text\n## AutoShortsBot Review\n\nID: ai-001\nPillar: ai_life_systems\nTitle: Use AI like a servant, not like a god\nDuration: 44s — Growth Short\nPlatforms: youtube_shorts, tiktok, instagram_reels\nQuality Score: 10/10\n\nHook:\nKI ist ein schlechter Gott, aber ein ziemlich guter Diener.\n\nScript Draft:\n- Hook (3s): KI ist ein schlechter Gott, aber ein ziemlich guter Diener.\n- Setup (10s): The point is not hype. The point is a simple system where the human stays in charge.\n- Core Value (28s): KI darf sortieren, erinnern, entwerfen und kritisieren. Aber Werte, Gewissen und letzte Entscheidungen bleiben beim Menschen. Erst Ziel, dann Tool.\n- CTA (3s): Wofür nutzt du KI — Diener oder Chef?\n```\n\n---\n\n## Wichtige Beobachtung\n\nDie Drafts sind aktuell bewusst noch **strukturelle Script-Drafts**, nicht finale Voiceover-Skripte. Sie sind gut genug für Review und Auswahl, aber vor Rendering würde ich noch eine nächste Stufe ergänzen:\n\n## Nächster Schritt\n\nIch empfehle als Nächstes:\n\n1. **Voiceover-Finalizer**\n   - macht aus den Outline-Drafts echte gesprochene Skripte\n   - mit natürlicher Sprache\n   - passender Länge\n   - sauberem Hook in Sekunde 0–2\n\n2. **Language/Tone Decision**\n   - Deutsch\n   - Englisch\n   - oder gemischt je Säule  \n   \nAktuell sind manche Drafts bewusst zweisprachig, weil die ursprünglichen Ideen gemischt waren. Für echte Videos sollten wir je Kanal konsequent sein.\n\n3. **Top-3 zuerst finalisieren**\n   - nicht alle 9 sofort rendern\n   - erst 3 finale Voiceover-Skripte prüfen\n   - dann Rendering-Pipeline anpassen\n\nMein Vorschlag für die ersten 3 Finalisierungen:\n\n- `ai-001` — **Use AI like a servant, not like a god**\n- `faith-003` — **The algorithm wants your attention. God wants your heart**\n- `life-001` — **Der 2-Minuten-Reset gegen Chaos im Kopf**\n\nDas gibt uns je eine starke Probe pro Säule."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10cf6fd4c8819193961ce024d38321",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Lassen wir die religiösen themen vorerst weg, ist eine heikle mischung mit KI. Recherchiere bei was menschen wirklich hängen bleiben und mach den nächsten entwicklungsschritt"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_9fbWTwE1DNv3pWxgqmSYAZRa",
          "call_id": "call_9fbWTwE1DNv3pWxgqmSYAZRa",
          "response_item_id": "fc_049e6b492e9f3d48016a10d08593188191ba63a069187b3f15",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"web-scraping\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENCFkq3gLTPHKDVl8p2mr0wlEsXV5zooMx-iJGQ3VKF99DzVSpxa65k4KZx035QuTr_Eic4gFHWGG9A8dB2327T9XvgGuCIRweaMqCi_DcKs_Iye52KAT3pRdOhu4bPVrahyfXJj4QESzwbaxMYqJAUCBlclO64TfPCNcYJL1HVmr2r83NFVb8vzw5CGqbwDHFt0YdCSCaagrvXfxKS5aiFd_xnHqJAxVQ5V4irPFPOPonNts05W-Nqk621rrMIlqDufAErEXk7-dSXKMcWW0YAVN5bjoSzVHSALOsJZk5wkGWwhQ0hIvHCSqUiD05-0BouhxYheNrs7TSaryD-Ei9zy0J4QRUONkJLNWEqhw3zsy2EPJ_KKBpY5GF0qKjn51v4hv2JwYPVkC4KaunFJEJKpcMz2OBDZ2es9QuHVNuD6ld9FBEjIJAEinRvQGedvp_MHOE2HSzq9tDptO5nuoU_wvfVm3HcNKswA91PuDcCC1PwwBDJEcGGiJHk-sCYmDyIuYgcaw8aJ5m6X7ZDZ6iATwTkX-zSsCZyH9DBP_Cp9-stD2rhFDFpCNDH0PxAMtCoNBBxkih1WiP0FkP0GxwC5i-d8mjgR3im_rxA8CzrdRgiBqCnH_oNSkcYcIQdu1tdHZ63kGEMhMFlLT1oOpwuHUnhjUbCOOzF_thBxcr3tuGLrVh48OS12SBprQSw-d0GXhvWal7maysUCzHBVK934oxJpdJNL21b61jXSAanI3mdBXN6K07enr0ndjyLOrvMDiolQYF3ngJk35oS6pelITnG8ShQolwInSF3n1IfXJ3oi8_diYV2LJu333LeNCILG9JWjbkAIf31gnv2LB-Ycb7xdpN-ToQigjzRpvAgr1KFNWMIpPveGzMUP6EgGOSOxbFsnVYrPS9fjIJMYZsi1m5RYzCRttYGt9bXW9Tdb07UFL9bUVfLndXEJMZGQP2eB0k6TzHNPzKrOYi_OVlKMjl63ddS5ZG0g23M76IOwGDZ2KFQYMh81JNTFqmNgASBu6wcL8AmYsHh1rxKxJGKG9NatGaKG-TCmbYh5mqV9H7b-s4InQEnIWgo37cc5SD80-skmYCNi5v--RjTJ_smAa5hBysNY9U7vTGr4jhWBBgy2A5jPJsKaB3qIh8dIH0-gCZjuSavekhj7uLw9CJ5KCtsbh2LN_KX92HbX82RvpmMdaBCmaLRgrU-CbtrViwDM_SrZhrxCiruryJZnh5KcdJJ8vUeD7bMq1UxmqUrmfzRPKf0gWiamux5zW1FnMCxjqIRad9Am4HORIY4wKaAzJkNMX8GS9C6pR3KrLfGf_dIVhMMoQnj01kuDjALkOUW5nDgW82IPgGVXC9jXgAW8uhUq_gc6c-arhnYcKpcjN48WOtltpGsd2nG3xla9BCFXa8xeYtFZownSgcpgn4d10O87XJ3_n_IBS5QhSH0SuBg=",
          "id": "rs_049e6b492e9f3d48016a10d083841081918385070320c63629",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"web-scraping\", \"description\": \"Techniques for scraping web content, handling bot detection, and extracting structured data from websites.\", \"tags\": [\"web\", \"scraping\", \"research\", \"browser\"], \"related_skills\": [\"tavily-search\", \"tavily-extract\"], \"content\": \"---\\nname: web-scraping\\ndescription: \\\"Techniques for scraping web content, handling bot detection, and extracting structured data from websites.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [web, scraping, research, browser]\\n    related_skills: [tavily-search, tavily-extract]\\n---\\n\\n# Web Scraping\\n\\nTechniques for extracting data from websites when standard search tools don't provide sufficient detail.\\n\\n## When to Use\\n\\n- When you need detailed, structured data from a specific website (pricing, schedules, menus, etc.)\\n- When search results don't contain the level of detail the user needs\\n- When the target website has a structured page (not a single-page app requiring JS rendering)\\n\\n## Available Approaches\\n\\n### 1. tavily-extract (Preferred)\\n\\nBest for simple websites with static HTML content. Extracts clean markdown from a URL.\\n\\n```\\ntavily-extract: Extract clean markdown or text content from specific URLs\\n```\\n\\n### 2. browser_navigate (For complex sites)\\n\\nFor sites that require JavaScript rendering or have complex layouts.\\n\\n```\\nbrowser_navigate: Navigate to a URL and get a DOM snapshot\\n```\\n\\n## Pitfalls\\n\\n### Bot Detection\\n\\nMany websites (especially commercial ones like cinemas, booking platforms, e-commerce) employ aggressive bot detection:\\n\\n- **Symptom**: Page returns \\\"Access error\\\", \\\"Allo Houston?\\\", CAPTCHA, or \\\"Why did this happen?\\\" pages\\n- **Common targets**: pathe.ch, cinepolis.ch, booking platforms, ticketing sites\\n- **Cause**: IP-based rate limiting, Cloudflare protection, or similar WAF\\n- **Mitigation**:\\n  - Try a different URL path (sometimes specific pages are less protected)\\n  - Try alternative domains (e.g., `.ch` vs `.com`, different subdomains)\\n  - Use search engines as an intermediary (Google cached pages)\\n  - Consider the `tavily-extract` tool which may use different extraction infrastructure\\n  - If all else fails, inform the user that the site is blocking automated access\\n\\n### Session 2026-05-07 Case Study: Pathe Spreitenbach\\n\\n**Problem**: All attempts to access pathe.ch returned \\\"Access error\\\" with IP 31.10.138.136 blocked.\\n\\n**URLs tried**:\\n- `pathe.ch/de-ch/filme/spreitenbach`\\n- `pathe.ch/de-ch/kino/spreitenbach`\\n- `pathe.ch/de-ch/preise`\\n- Google search (also blocked)\\n\\n**Result**: Complete failure. All 15+ attempts returned the same error.\\n\\n**Lesson**: Commercial cinema websites in Switzerland use aggressive bot detection. When this happens:\\n1. Try alternative sources (ticketing platforms, aggregator sites)\\n2. Try `tavily-extract` instead of `browser_navigate`\\n3. If still blocked, inform the user and ask if they can provide the information directly\\n\\n### Session 2026-05-08: Search Engine Failures\\n\\n**Problem**: Both Tavily (`tvly`) and DuckDuckGo HTML endpoint failed for a general web search.\\n\\n**Root causes**:\\n- **Tavily**: API key not configured in environment — the tool silently fails with \\\"No Tavily API key found\\\"\\n- **DuckDuckGo HTML**: Returns a JavaScript challenge page (`/anomaly.js`) for automated requests. `curl` and `web_fetch` cannot solve it.\\n\\n**Fallback chain for web search**:\\n1. `tavily-search` — if API key is configured\\n2. `tavily-extract` on specific known-good URLs\\n3. `browser_navigate` on the target site (for JS-rendered pages)\\n4. `multi-search-engine` via **Startpage** or **Brave** (NOT DuckDuckGo HTML, NOT Google from server IP)\\n5. Inform user when all automated sources are exhausted\\n\\n### Dynamic Content\\n\\nSome sites load content via JavaScript (SPA frameworks). `browser_navigate` may return an empty DOM. Look for:\\n- JavaScript errors in the snapshot\\n- Empty content areas\\n- Loading spinners instead of actual data\\n\\n### Rate Limiting\\n\\nIf you get intermittent failures, you may be rate-limited. Wait 30-60 seconds between requests to different sites.\\n\\n## Workflow\\n\\n1. **Check if search provides the answer** — Often `tavily-search` + `tavily-extract` is sufficient\\n2. **Try `tavily-extract` on the target URL** — Best balance of reliability and content quality\\n3. **Fall back to `browser_navigate`** — For complex sites or when extract fails\\n4. **Handle bot detection** — If blocked, try alternative URLs/sources, then inform the user\\n5. **Structure the output** — Present findings in tables or structured format as requested\\n\\n## Linked Resources\\n\\n- `references/bot-detection-cases.md` — Documented cases of bot detection and their resolutions.\\n\\n## Notes\\n\\n- Always prefer `tavily-search` + `tavily-extract` over direct browser navigation\\n- Browser navigation should be a last resort for structured data extraction\\n- When bot detection is encountered, inform the user promptly rather than retrying indefinitely\", \"path\": \"research/web-scraping/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/research/web-scraping\", \"linked_files\": {\"references\": [\"references/bot-detection-cases.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"web\", \"scraping\", \"research\", \"browser\"], \"related_skills\": [\"tavily-search\", \"tavily-extract\"]}}}",
      "tool_call_id": "call_9fbWTwE1DNv3pWxgqmSYAZRa"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_dX0uD0o0kauTiYDBFylLcMRy",
          "call_id": "call_dX0uD0o0kauTiYDBFylLcMRy",
          "response_item_id": "fc_049e6b492e9f3d48016a10d088315081918c1a01c1fbbb5fb0",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":100,\"path\":\"~/jarvis_memory/33_autoshortsbot.md\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|# 33 AutoShortsBot\\n     2|_Last updated: 2026-05-22_\\n     3|\\n     4|## Purpose\\n     5|Durable project card for **AutoShortsBot**: automated creation of social-media shorts.\\n     6|\\n     7|## Load when\\n     8|- Work concerns the AutoShortsBot project, its architecture, code, repository, automations, or content-generation pipeline.\\n     9|- User asks to continue planning or implementation of automated Social-Media-Shorts generation.\\n    10|\\n    11|## Stable facts\\n    12|- Telegram topic/session: **AutoShortsBot**, `JARVIS Command Center`, thread id `4850`.\\n    13|- Topic target: `telegram:-1003907117629:4850`.\\n    14|- User requested that AutoShortsBot project discussion be handled as its own session and answered only in this topic.\\n    15|- GitHub repository: `https://github.com/Gamexgit/AutoShortsBot`.\\n    16|- Repository status at project start: empty.\\n    17|- Future AutoShortsBot code should be stored in this repository.\\n    18|- Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n    19|- Local GitHub token cache: `~/.hermes/secrets/github_autoshortsbot_token` with file mode `0600`; contains the token only, never print it.\\n    20|- Existing prototype script roots: `~/.hermes/scripts/Auto_Shorts_Bot` and `~/.hermes/scripts/Auto_Video_Bot`.\\n    21|- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\\n    22|\\n    23|## Secret-handling rules\\n    24|- Do not print, paste, or store the raw token in chat, repo, or memory.\\n    25|- Retrieve the token only when needed for GitHub operations, use it as an environment variable/runtime secret, and redact command output.\\n    26|- Never commit credentials, generated secrets, local `.env` files, or token files.\\n    27|\\n    28|## Initial project direction\\n    29|- Build a system for automated creation of Social-Media-Shorts.\\n    30|- Keep implementation artifacts in the AutoShortsBot GitHub repo once code is created.\\n    31|\", \"total_lines\": 30, \"file_size\": 1758, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_dX0uD0o0kauTiYDBFylLcMRy"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JPWe960fo2erX6rZzAGPir2s",
          "call_id": "call_JPWe960fo2erX6rZzAGPir2s",
          "response_item_id": "fc_049e6b492e9f3d48016a10d09fab2c819181f1920f7658878f",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"~/jarvis_memory/33_autoshortsbot.md\",\"old_string\":\"- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\",\"new_string\":\"- Initial content directions from Sir: life optimisation, AI. Christian faith / FaithTok was considered but is paused for now because mixing religion and AI is sensitive.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_memory/33_autoshortsbot.md\\n+++ b//home/agent/jarvis_memory/33_autoshortsbot.md\\n@@ -18,7 +18,7 @@\\n - Fine-grained GitHub token location: Google Drive file named `Github_AutoShortsBot_Token`.\\n - Local GitHub token cache: `~/.hermes/secrets/github_autoshortsbot_token` with file mode `0600`; contains the token only, never print it.\\n - Existing prototype script roots: `~/.hermes/scripts/Auto_Shorts_Bot` and `~/.hermes/scripts/Auto_Video_Bot`.\\n-- Initial content directions from Sir: life optimisation, AI, Christian faith / FaithTok.\\n+- Initial content directions from Sir: life optimisation, AI. Christian faith / FaithTok was considered but is paused for now because mixing religion and AI is sensitive.\\n \\n ## Secret-handling rules\\n - Do not print, paste, or store the raw token in chat, repo, or memory.\\n\", \"files_modified\": [\"/home/agent/jarvis_memory/33_autoshortsbot.md\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_JPWe960fo2erX6rZzAGPir2s"
    },
    {
      "role": "assistant",
      "content": "Need research. Use browser official / creator academy maybe.",
      "tool_calls": [
        {
          "id": "call_WqeXYv7Evz0KmUzxj33MV4wj",
          "call_id": "call_WqeXYv7Evz0KmUzxj33MV4wj",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0ab6a9481919e5bed8c54984d5d",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://www.tiktok.com/creators/creator-portal/en-us/content-strategy/creating-high-quality-videos-on-tiktok/\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need research. Use browser official / creator academy maybe."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10d0aae9dc81919572c10964cdd1ac",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://www.tiktok.com/creator-academy\", \"title\": \"Creator Academy: Empowering Creators to Grow and Succeed | TikTok For Creator\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \"- generic\\n  - generic [ref=e10] clickable [cursor:pointer, onclick]\\n  - generic [ref=e11] clickable [cursor:pointer, onclick]\\n  - generic [ref=e12] clickable [cursor:pointer, onclick]\\n  - generic [ref=e13] clickable [cursor:pointer, onclick]\\n  - generic [ref=e14] clickable [cursor:pointer, onclick]\\n  - generic [ref=e56] clickable [onclick]\\n    - image [ref=e58] clickable [cursor:pointer]\\n  - textbox \\\"Suche\\\" [ref=e57]\\n  - generic [ref=e15] clickable [onclick]\\n- generic [ref=e1] clickable [onclick]\\n  - image [ref=e16] clickable [cursor:pointer]\\n- textbox [ref=e2]\\n- generic [ref=e3] clickable [cursor:pointer, onclick]\\n- generic\\n  - generic [ref=e17] clickable [onclick]\\n  - generic [ref=e18] clickable [onclick]\\n  - generic [ref=e19] clickable [onclick]\\n  - generic [ref=e20] clickable [onclick]\\n  - generic [ref=e21] clickable [onclick]\\n  - generic [ref=e22] clickable [onclick]\\n  - generic [ref=e23] clickable [onclick]\\n  - generic [ref=e24] clickable [onclick]\\n  - generic [ref=e25] clickable [onclick]\\n  - generic [ref=e26] clickable [onclick]\\n- generic [ref=e4] clickable [cursor:pointer, onclick]\\n- generic [ref=e5] clickable [cursor:pointer, onclick]\\n- generic [ref=e6] clickable [cursor:pointer, onclick]\\n- generic [ref=e7] clickable [cursor:pointer, onclick]\\n- generic [ref=e8] clickable [cursor:pointer, onclick]\\n- generic [ref=e9] clickable [cursor:pointer, onclick]\\n- generic\\n  - combobox \\\"Die meisten Aufrufe\\\" [expanded=false, ref=e27]\\n- contentinfo\\n  - link \\\"TikTok\\\" [ref=e28]\\n  - heading \\\"Unternehmen\\\" [level=4, ref=e29]\\n  - link \\\"Über TikTok\\\" [ref=e33]\\n  - link \\\"Nachrichten\\\" [ref=e34]\\n  - link \\\"Kontakt\\\" [ref=e35]\\n  - link \\\"Karriere\\\" [ref=e36]\\n  - link \\\"ByteDance\\\" [ref=e37]\\n  - heading \\\"Programme\\\" [level=4, ref=e30]\\n  - link \\\"TikTok for Good\\\" [ref=e38]\\n  - link \\\"TikTok for Developers\\\" [ref=e39]\\n  - link \\\"Effect House\\\" [ref=e40]\\n  - link \\\"Werbung auf TikTok\\\" [ref=e41]\\n  - link \\\"TikTok Browse\\\" [ref=e42]\\n  - link \\\"TikTok-Einbettungen\\\" [ref=e43]\\n  - heading \\\"Ressourcen\\\" [level=4, ref=e31]\\n  - link \\\"Hilfe-Center\\\" [ref=e44]\\n  - link \\\"Sicherheitszentrum\\\" [ref=e45]\\n  - link \\\"Datenschutzzentrum\\\" [ref=e46]\\n  - link \\\"Creator Academy\\\" [ref=e47]\\n  - link \\\"Community-Richtlinien\\\" [ref=e48]\\n  - link \\\"Transparenz\\\" [ref=e49]\\n  - link \\\"Barrierefreiheit\\\" [ref=e50]\\n  - heading \\\"Rechtliches\\\" [level=4, ref=e32]\\n  - link \\\"Nutzungsbedingungen\\\" [ref=e51]\\n  - link \\\"Datenschutzerklärung\\\" [ref=e52]\\n  - link \\\"Richtlinie zum geistigen Eigentum\\\" [ref=e53]\\n  - link \\\"TikTok-Richtlinien zur Gesetzesvollstreckung\\\" [ref=e54]\\n  - link \\\"Cookie-Richtlinie\\\" [ref=e55]\", \"element_count\": 58}",
      "tool_call_id": "call_WqeXYv7Evz0KmUzxj33MV4wj"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_aCbQZlyiferHcYNpuNKvHffx",
          "call_id": "call_aCbQZlyiferHcYNpuNKvHffx",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0b0ea588191837dbc141fc6940a",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.slice(0,5000)\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"Creator Academy\\nStartseite\\nVideokurse\\nArtikel\\nEine Plattform, die Creator*innen einen Einstieg auf TikTok ermöglicht und ihr Publikum wachsen lässt.\\nVideokurse\\nMonetarisieren\\nEntdecke Möglichkeiten, um bei TikTok belohnt zu werden.\\n10.736 Aufrufe\\n5 Videos\\nCommunity-Richtlinien\\nEine sichere und angenehme Erfahrung bei TikTok gewährleisten\\n388.750 Aufrufe\\n6 Videos\\nBelohnungsprogramm für Creator*innen\\nAlles, was du über das Belohnungsprogramm für Creator*innen wissen musst, um Belohnungen für deine kreativen Ideen zu erhalten.\\n383.431 Aufrufe\\n2 Videos\\nTipps für deine Kreation\\nErhalte Ratschläge und Tipps von Expert*innen, damit deine Beiträge hervorstechen.\\n8353 Aufrufe\\n12 Videos\\nMit Abo erfolgreich wachsen\\nEntdecke, wie aus Follower*innen dank exklusiver Abovorteile eine Community wird.\\n17 Mio. Aufrufe\\n6 Videos\\nUnterhaltungsinhalte erstellen\\nBringe deine Unterhaltungsinhalte mit diesen Top-Tipps auf das nächste Level.\\n3,6 Mio. Aufrufe\\n7 Videos\\nCreator*innen-Spotlight\\nDeine offizielle zentrale Anlaufstelle für exklusive Erfolgsstories von Creator*innen, die dir zeigen, wie du ansprechende Inhalte erstellen, diese auf der Plattform monetarisieren und deine Leistung analysieren kannst!\\n3600 Aufrufe\\n3 Videos\\nFunktionen\\nNutze das volle Potenzial der in der App und im Web verfügbaren Funktionen, um deine Zuschauerschaft zu vergrößern und mit ihr zu interagieren.\\n824 Aufrufe\\n4 Videos\\nJetzt loslegen\\nAlles, was du brauchst, um ein TikTok-Konto zu erstellen und dein Profil einzurichten.\\n949 Aufrufe\\n2 Videos\\nErfolg mit längeren Videos\\nRatschläge und Tipps von Expert*innen, damit deine langen Videos auffallen.\\n290.614 Aufrufe\\n1 Video\\nArtikel\\nEmpfohlen\\nJetzt loslegen\\nCommunity-Richtlinien\\nFunktionen\\nTipps für deine Kreation\\nMonetarisieren\\nDie meisten Aufrufe\\nBelohnungsprogramm für Creator*innen\\nDu möchtest hochwertige, längere TikTok-Videos erstellen und für deine Kreativität Belohnungen erhalten? Dann haben wir etwas ganz Besonderes für dich: das Belohnungsprogramm für Creator*innen ! Du hast die Chance, Belohnungen zu erhalten, indem du einfach deine originalen Videoinhalte von über einer Minute teilst. Aber das ist noch nicht alles! Wenn du an dem Programm teilnimmst, erhältst du außerdem Zugriff auf ein erweitertes Dashboard , in dem du deine Belohnungen und die Performance deiner Inhalte ganz einfach verfolgen und so deine Strategie kontinuierlich verbessern kannst. Und ab Frühling 2025 konzentriert sich das Programm mit der Einführung eines spannenden neuen Updates namens zusätzliche Belohnung noch stärker darauf, Anreize für die Erstellung hochwertiger Inhalte zu schaffen, und bietet dir so noch mehr Möglichkeiten zum Sammeln von Belohnungen. Weitere Informationen zu diesen neuen Auszahlungen findest du hier. Wir hoffen, dass dir diese Updates dabei helfen, den Gesamtaufbau deiner Content-Welt zu stärken, deine Plattform weiter auszubauen und noch mehr Chancen in der realen Welt zu nutzen. Teilnahme am Belohnungsprogramm für Creator*innen Bist du bereit, es auszuprobieren? Achte darauf, dass du die folgenden Kriterien erfüllst, bevor du startest: Das Programm ist derzeit für Creator*innen in Brasilien, Deutschland, Frankreich, Japan, Mexiko, Südkorea sowie dem Vereinigten Königreich und den USA verfügbar. Du musst also in einem dieser Länder wohnen und dort ein Konto registriert haben. Dein TikTok-Konto sollte keine Verstöße aufweisen, was bedeutet, dass du unsere Community-Richtlinien und Nutzungsbedingungen einhältst. Nur persönliche Konten sind teilnahmeberechtigt. Business-Konten und Konten von politischen Organisationen oder Regierungen sind nicht teilnahmeberechtigt. Du musst mindestens 18 Jahre alt sein, um teilnehmen zu können. Dein Konto sollte in den letzten 30 Tagen mindestens 10.000 Follower*innen und 100.000 Videoaufrufe verzeichnet haben. Du darfst das Programm nicht manipulieren, keine betrügerischen Aktivitäten durchführen und in keiner Weise gegen unsere Community-Richtlinien verstoßen. Wenn du all dies beachtet hast, kannst du dich folgendermaßen registrieren: Geh zu deinem Profil und tippe auf die Menü -Schaltfläche (☰). Wähle TikTok Studio und tippe dann auf Belohnungsprogramm für Creator*innen . Bewirb dich und wir melden uns innerhalb von drei Tagen . Das ist alles! Belohnungswürdige Inhalte erstellen Das Wichtigste zuerst: Damit deine Inhalte für Belohnungen infrage kommen, müssen sie die folgenden Kriterien erfüllen: Es muss sich um originale , hochwertige Videos handeln, die länger als 1 Minute sind. Sie müssen im „Für dich“ -Feed mindestens 1000 Aufrufe erzielen. Es dürfen keine Duett- oder Stitch-Videos sein. Sie dürfen nicht im Fotomodus erstellt worden sein. Anzeigen, bezahlte Werbeaktionen oder gesponserte Inhalte sind nicht teilnahmeberechtigt. Sie müssen die Programmbedingungen, Nutzungsbedingungen , Community-Richtlinien , Verhaltensregeln für Creator*innen und die Richtlinie zum Urheberrecht einhalten. Damit sich deine Videos für zusätzliche Belohnungen qualifizieren, müssen sie au\", \"result_type\": \"str\"}",
      "tool_call_id": "call_aCbQZlyiferHcYNpuNKvHffx"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_k3rOrKWIoi0FcnImwWmDpEXo",
          "call_id": "call_k3rOrKWIoi0FcnImwWmDpEXo",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0b42b1c8191b0d93d74c4a24183",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"const t=document.body.innerText; t.slice(t.indexOf('Damit sich deine Videos'), t.indexOf('Unternehmen'))\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"Damit sich deine Videos für zusätzliche Belohnungen qualifizieren, müssen sie außerdem folgende Merkmale aufweisen: Es muss sich um kreativ gestaltete Inhalte handeln, mit denen du deine Liebe zum Detail im Erstellungsprozess zeigst. Die Videos müssen ansprechende Inhalte behandeln, die zu sinnvollen Unterhaltungen anregen und die Community innerhalb und außerhalb der App stärken. Sie müssen spezialisierte Inhalte thematisieren, die dein Fachwissen in einer Nische zeigen und deine einzigartige Perspektive darlegen, um echten Mehrwert für deine Zuschauer*innen zu schaffen. Und vergiss nicht, dass deine Videos mindestens 1080p haben müssen . Hebe deine Inhalte aufs nächste Level Der Schlüssel zu mehr Belohnungen sind hochwertige Inhalte, die deine Community liebt! Hier sind ein paar Tools und Tipps, mit denen du das Programm optimal nutzen kannst: Reibungslose Bearbeitung: Nutze das Web-Erstellungstool von TikTok für eine reibungslose Bearbeitung deiner Inhalte. Damit hast du dein eigenes Bearbeitungsstudio quasi immer zur Hand! Hochladen längerer Videos: Lade Videos mit einer Länge von bis zu unglaublichen 60 Minuten direkt auf TikTok.com hoch. Erzähle deine Story in voller Länge! Steigerung der Interaktion: Peppe deine Videos mit Text, Filtern, Greenscreens und Effekten auf. Werde kreativ und sieh zu, wie die Interaktionen deines Publikums in die Höhe schießen. Einfache Bearbeitung: Ob in der TikTok-App , der TikTok Studio-App oder im Web – mit TikTok Studio wird das Bearbeiten von Clips, Sounds, Bildern und Text zum Kinderspiel. Du brauchst keine besondere Software! Flexibilität: Lade Videos im Hoch- oder Querformat hoch – was auch immer am besten zu deinem Stil passt. Analyse: Tauche mit dem praktischen Analyse-Tool von TikTok tief in deine Videoanalysen, Follower*innen-Metriken und deine Kontoperformance ein. Finde heraus, was funktioniert und was nicht, und passe deine Inhalte entsprechend an. Inhalte neu verwenden: Auf der TikTok-Website kannst du längere Videos problemlos in kleinere Clips mit einer Länge von über einer Minute umwandeln. So schöpfst du das Potenzial deiner Inhalte voll aus. Bibliothek mit unlimitierten Sounds: In der Bibliothek mit unlimitierten Sounds von TikTok findest du garantiert den perfekten Audiohintergrund. Oder werde kreativ und lade deine eigenen Originalsounds hoch. Effizienz: Spare Zeit durch Sammel-Uploads im Web – das geht schneller, als jedes Video einzeln hochzuladen. Du kannst deine Uploads sogar zeitlich planen. Noch komfortabler geht es kaum! Urheberrechtsprüfungen: Für maximale Sicherheit kannst du vor der Veröffentlichung überprüfen , ob dein Video Soundtracks enthält, die möglicherweise das Urheberrecht verletzen. Du möchtest dein Belohnungspotenzial noch weiter steigern? Dann lies diesen Artikel: Mit dem Belohnungsprogramm für Creator*innen zum Erfolg . Häufig gestellte Fragen Was sind Gründe für die Unzulässigkeit von Konten/Inhalten? TikTok setzt alles daran, ein Umfeld zu schaffen, in dem Authentizität im Mittelpunkt steht und Sicherheit immer oberste Priorität hat. Aus diesem Grund sind Inhalte, die nicht für den „Für dich“-Feed zulässig sind, auch nicht für das Belohnungsprogramm für Creator*innen zulässig. Hierzu zählt Folgendes: Nicht originale Inhalte: Du hast Kontoinformationen oder Videoinhalte von anderen kopiert oder nur minimal abgeändert. Niedrige Qualität: Dazu zählen geteilte Bildschirme, bedeutungslose Reaktionen, unscharfe Bilder oder reine Slideshow-Videos bei deinen Kontoinformationen oder deinen Videoinhalten. Werbung: Dein Profil oder deine Kontoinformationen enthalten persönliche oder geschäftliche Kontaktdaten. Clickbait: Dein Profil, deine Kontoinformationen oder deine Inhalte sind hauptsächlich darauf ausgelegt, mehr Follower*innen, Likes und Werbeklicks zu sammeln, bieten aber keinen Mehrwert. Unangemessen: Dein Konto oder deine Inhalte enthalten unangemessene Audioaufnahmen, Verhaltensweisen oder Bilder, wie sexuell anzügliche Inhalte oder die übermäßige Zurschaustellung des Körpers. Verstörend: Dein Konto oder deine Inhalte enthalten Grafiken oder Szenen, die Zuschauer*innen verstören oder schockieren könnten. Sicherheitsproblem: Dein Konto weist ungewöhnliche oder verdächtige Aktivitäten auf, wie künstliche Interaktionen, die Manipulation des Belohnungssystems, die Belästigung anderer Nutzer*innen oder die Beteiligung an illegalen Aktivitäten. Verstöße gegen die Community-Richtlinien: Dein Konto enthält Inhalte, die gegen unsere Community-Richtlinien verstoßen. Bitte informiere dich über die genauen Regeln, um zukünftige Verstöße zu vermeiden. Höchstgrenze für Inhaltsverstöße: 5 Videoverstöße in den letzten 30 Tagen. Höchstgrenze für Kontoverstöße: Ab 5 Kontoverstößen ist eine Teilnahme am Programm nicht mehr möglich. Konten von Regierungen, Politiker*innen und Parteien: Dein Konto wurde als „Konto einer Regierung, eines Politikers*einer Politikerin oder einer Partei“ identifiziert und ist daher nicht für das Programm berechtigt. Weitere Informationen findest du in unserer Richtlinie . Konto von Minderjährigen: Dein Konto erfüllt die Altersanforderungen für das Programm nicht und kann daher nicht teilnehmen. Weitere Informationen findest du in unserer Richtlinie. Business-Konto: Da dein Konto als Business-Konto geführt wird, kannst du nicht am Belohnungsprogramm für Creator*innen teilnehmen. Verhaltensregeln für Creator*innen: Aufgrund von Verstößen gegen die Verhaltensregeln für Creator*innen ist dein Konto vom Programm ausgeschlossen. Hier erfährst du mehr über unsere Verhaltensregeln für Creator*innen . Wenn du aufgrund von Verstößen, die den Status deines Kontos beeinträchtigen (z. B. eine dauerhafte Sperrung deines TikTok-Kontos), keinen Zugriff mehr auf das Belohnungsprogramm für Creator*innen hast, verlierst du alle ausstehenden Belohnungen aus dem Programm. Wenn du erfolgreich Widerspruch einlegst und dein Konto wiederhergestellt wird, wirst du automatisch wieder in das Belohnungsprogramm für Creator*innen aufgenommen. Kann ich Widerspruch einlegen, wenn mein Video als nicht zulässig gekennzeichnet wird? Was ist, wenn mein Konto ausgeschlossen wird? Ein Widerspruch gegen diese Maßnahme ist selbstverständlich möglich. Wenn du eine Benachrichtigung erhältst, dass dein Video die Teilnahmekriterien nicht erfüllt, kannst du innerhalb von 80 Tagen Widerspruch einlegen. Wenn du benachrichtigt wirst, dass dein Konto vom Belohnungsprogramm für Creator*innen ausgeschlossen wurde, hast du 30 Tage Zeit, um Widerspruch einzulegen. So legst du Widerspruch von deinem Posteingang aus ein: Tippe in der TikTok-App unten auf Posteingang . Tippe auf die Benachrichtigung. Tippe auf Widerspruch einlegen und befolge die angezeigten Anweisungen. So legst du Widerspruch für dein entferntes Video ein: Geh in der TikTok-App zu dem Video, das entfernt wurde. Tippe auf Verstoß gegen die Community-Richtlinien: Einzelheiten anzeigen . Tippe auf Widerspruch einlegen und befolge die angezeigten Anweisungen. Wie werden meine Belohnungen berechnet? Welche Faktoren sind wichtig? Mit unserem neuen Update setzen sich deine Gesamtbelohnungen nun aus der Standardbelohnung und zusätzlichen Belohnungen zusammen. Erfahre hier mehr darüber, wie die beiden Belohnungen berechnet werden, welche Faktoren sie beeinflussen und wie du deinen Erfolg mit dem Programm maximieren kannst. Was zählt als qualifizierter Aufruf? Zählen unterschiedliche Aufruftypen? Betrügerische oder bezahlte Aufrufe sind von den qualifizierten Aufrufen ausgeschlossen. So funktioniert die Berechnung: Die Wiedergabezeit muss mindestens fünf Sekunden betragen Aufrufe, bei denen auf „Nicht interessiert“ getippt wurde, zählen nicht Mehrere Aufrufe vom selben Konto werden als ein einziger Aufruf gezählt Aufrufe über die Suche müssen eine Wiedergabezeit von mindestens 30 Sekunden haben Der Aufruf muss aus einem Land stammen, in dem das Belohnungsprogramm für Creator*innen verfügbar ist: Brasilien, Deutschland, Frankreich, Japan, Mexiko, Südkorea, dem Vereinigten Königreich oder den Vereinigten Staaten Anzeigen, bezahlte Werbungen und gesponserte Inhalte sind nicht für Belohnungen qualifiziert Hat die Teilnahme am Belohnungsprogramm für Creator*innen einen Einfluss auf meine Videoaufrufe, Follower*innen-Zahl oder die Interaktion? Nein! Die Leistung deiner Inhalte und die Zahl deiner Follower*innen werden durch deine Teilnahme am Programm nicht beeinflusst. Wir möchten dir ja helfen, auf TikTok zu wachsen und mehr Erfolg zu haben! Wie lange dauert es, bis ich meine Belohnungen erhalte, nachdem ich eine Abhebung vorgenommen habe? Dir ist vielleicht aufgefallen, dass dein Abhebungsbetrag nicht sofort auf deinem PayPal-, Pix- oder Bankkonto gutgeschrieben wird. Normalerweise werden Abhebungsanfragen innerhalb von 72 Stunden bearbeitet. Denk aber daran, dass Banken oder Zahlungsdienste den Betrag gegebenenfalls länger zurückhalten können. Deshalb können wir nicht garantieren, dass jede Abhebungsanfrage innerhalb von 72 Stunden bearbeitet wird. Wenn du bereits großartigen Inhalt produzierst, stehen deine ersten Belohnungen vielleicht schon in den Startlöchern! Tritt noch heute dem Belohnungsprogramm für Creator*innen bei , um auch ja nichts zu verpassen....\\n15 Mio. Aufrufe\\nMonetarisiere deine Inhalte auf TikTok\\nDu möchtest Belohnungen für deine Inhalte erhalten ? Bei TikTok gibt es viele spannende Wege zur Monetarisierung, die dir helfen können, als Creator*in erfolgreich zu sein . Hier zeigen wir dir alle Programme im Überblick – damit du genau die Optionen findest, die zu deinen Zielen passen. Creator Rewards Program Mit dem Creator Rewards Program kannst du Belohnungen sammeln, indem du hochwertige, originelle Inhalte veröffentlichst, die länger als eine Minute sind. Wenn du dem Programm beitrittst, erhältst du Zugang zu einem umfangreichen Dashboard – mit Analysen, Einblicken, Tipps, Inspirationen und Tools zur Performance- und Auszahlungskontrolle. Mit Additional Reward hast du außerdem die Möglichkeit, für deine besten Inhalte noch mehr Belohnungen zu erhalten. Der perfekte Zeitpunkt also, um loszulegen! Abos Mit Abos kannst du nicht nur deine Kreativität ausleben, sondern auch deine Community enger binden und deine monatlichen Einnahmen steigern. Abonnent*innen erhalten einzigartige Vorteile wie besondere Abzeichen, exklusive Videos und LIVEs sowie vieles mehr. TikTok One Möchtest du mit Marken zusammenarbeiten? Mit TikTok One ist das jetzt einfacher denn je. Diese leistungsstarke All-in-one-Plattform vereint die besten Elemente der TikTok Creative Challenge und des TikTok Creator Marketplace, um dir flexiblere Möglichkeiten für die Veröffentlichung und Bezahlung zu bieten. Du kannst an Kampagnen teilnehmen, bei denen du authentische Werbeanzeigen erstellen kannst – egal, ob du sie in deinem Profil, im Profil der Marke oder als Werbeanzeigen veröffentlichst. TikTok One macht auch die Verwaltung deiner Kampagnen einfacher denn je, hält dich auf dem Laufenden und hilft dir, schneller an dein Geld zu kommen! LIVE-Monetarisierung Stärke die Bindung zu deiner Community mit packenden LIVE -Erlebnissen und sichere dir dabei Belohnungen! Zuschauer*innen können dir LIVE-Geschenke senden, die TikTok in Form von Diamanten vergibt – je nachdem, wie beliebt dein LIVE ist. Denke daran: Je einzigartiger das Erlebnis, das du dem Publikum bietest, desto mehr könnte dein LIVE an Beliebtheit gewinnen! TikTok Shop Wusstest du, dass 65 % der TikTok-Nutzer*innen auf Empfehlungen von Creator*innen beim Shoppen vertrauen? 58 % der Nutzer*innen vertrauen Marken eher, wenn sie durch TikTok-Creator*innen von ihnen erfahren haben. Mit TikTok Shop kannst du ein nahtloses Einkaufserlebnis bieten und gleichzeitig das Vertrauen deines Publikums stärken. Wenn du über 18 Jahre alt bist und eine Community auf TikTok hast, kannst du Produkte direkt in der App präsentieren und verkaufen – sowohl in Videos als auch während deiner LIVEs. Deine Zuschauer*innen können so ganz bequem während des Zuschauens einkaufen. Du kannst auch eine TikTok-Storefront erstellen, in der du Produktkataloge anlegen und es Käufer*innen ermöglichen kannst, direkt in der App zu shoppen. Mit TikTok Shop kannst du ein reibungsloses Einkaufserlebnis bieten und gleichzeitig Affiliate-Einnahmen aus den Produkten generieren, die über dein Konto verkauft werden. Dies sind einige Vorteile der Nutzung von TikTok Shop: Belohnungen sammeln: Verdiene Affiliate-Einnahmen aus Produkten, die über dein Konto verkauft werden. Markenpartnerschaften: Knüpfe Kontakte zu Top-Marken und entdecke langfristige Kooperationsmöglichkeiten. Zugriff auf exklusive Funktionen: Erhalte frühzeitigen Zugriff auf neue Funktionen und Tools. Wissen aus erster Hand: Profitiere von speziellen Schulungsprogrammen, die dir helfen, dich mit Monetarisierung und Best Practices vertraut zu machen. Videogeschenke Mach dich bereit, die Anerkennung deiner Zuschauer*innen mit Videogeschenken zu erhalten! Wenn du teilnahmeberechtigt bist, wirst du auf deiner Aktivitätsseite benachrichtigt, sobald dir eine Zuschauer*in ein Geschenk schickt. Das ist eine tolle Möglichkeit, um für all deine harte Arbeit und deinen Einsatz belohnt zu werden. Work with Artists Verwendest du gerne beliebte Musik in deinen Videos? Mit dem Work with Artists-Programm kannst du das tun, ohne dir Sorgen um Demonetisierung oder Stummschaltung machen zu müssen. Nimm an Kampagnen mit beliebten Songs teil und erhalte Belohnungen basierend auf deiner Teilnahme. Effect House Creator*innen Belohnungen Erstelle interessante TikTok-Effekte bei Effect House und erhalte Belohnungen, je nachdem, wie oft dein Effekt innerhalb der ersten 90 Tage in einzigartigen Videos veröffentlicht wird. Das ist eine tolle Möglichkeit, um deiner Kreativität freien Lauf zu lassen und für deine Mühe belohnt zu werden. Erreicht dein Effekt 500.000 verschiedene Videos, bekommst du 700 $. Für je 100.000 weitere erhältst du zusätzlich 140 $. Der perfekte Anreiz, deine Kreativität in vollen Zügen zu entfalten! Jetzt ist der perfekte Zeitpunkt, dein Belohnungspotenzial auf TikTok zu aktivieren! Sieh dir in TikTok Studio an, für welche Programme du berechtigt bist....\\n10 Mio. Aufrufe\\nAbo einrichten\\nBinde dein Publikum stärker an dich und sichere dir mit der Abofunktion eine Quelle für regelmäßige monatliche Belohnungen! Mit anpassbaren Extras, Inhalten, die nur für Abonnent*innen bestimmt sind, und exklusiven Chats kannst du deinem Publikum das Gefühl geben, echte VIPs zu sein . Du möchtest deine Community auf ein neues Level bringen? Dann befolge diese einfachen Schritte: 1. „Abo“ öffnen Um die Abofunktion zu finden, gehe zu deinem Profil, wähle TikTok Studio aus, scrolle zu den Monetarisierungsprogrammen und tippe dann auf Abo . 2. Teilnahmeberechtigung prüfen Nachdem du die Abofunktion geöffnet hast, kannst du prüfen, ob du mitmachen kannst. Du musst die folgenden Anforderungen erfüllen, um die Abofunktion zu nutzen: Mehr als 10.000 Follower*innen haben Mehr als 100.000 Videoaufrufe im letzten Kalendermonat haben Die Nutzungsbedingungen und Community-Richtlinien von TikTok einhalten Mindestens 18 Jahre alt sein 3. Auf „Die Abofunktion nutzen“ klicken Wenn du die Teilnahmevoraussetzungen erfüllst, tippe einfach auf die Schaltfläche „ Die Abofunktion nutzen “, um dich registrieren. Nachdem du beigetreten bist, wird automatisch eine Abo -Schaltfläche unter deiner Biografie angezeigt, damit deine Zuschauer*innen die Vorteile eines Beitritts zu deiner Community sehen und deine Seite abonnieren können. 4. Deine Preisstufe auswählen Der Standardtarif ist auf 5,99 USD pro Monat festgelegt. Jede*r Creator*in kann jedoch den eigenen Abopreis zwischen 2,99 USD und 99,99 USD pro Monat frei wählen, sodass dieser den Wert des Pakets am besten widerspiegelt und bei der Zielgruppe Anklang findet – du kannst ihn jederzeit anpassen! Denk daran, dass deine Abonnent*innen in ihrer Landeswährung bezahlen. Berücksichtige also die Wechselkurse und Steuern. 5. Deine Extras angeben Wähle zum Schluss deine Extras für Abonnent*innen aus! Du kannst dies jederzeit auf deiner Seite zur Aboverwaltung tun. Wähle aus einer Liste von Angeboten, die TikTok zur Verfügung stellt, oder passe deine eigenen an, damit sie am besten zu deiner Expertise und deiner Community passen. Dazu können Extras gehören wie die Priorisierung von Kommentaren von Abonnent*innen, der Zugang zu Beiträgen, die nur für Abonnent*innen bestimmt sind, und die Bereitstellung personalisierter Sticker . Willst du mit deinem Abo stark durchstarten? Schau dir „So bekommst du deine ersten 10 Abonnent*innen in 6 Schritten“ an. Stelle noch heute dein Abopaket zusammen, um eine Community treuer Fans aufzubauen und weitere Belohnungen zu erhalten!...\\n9,8 Mio. Aufrufe\\nCreator Monetization Center\\nDeine zentrale Anlaufstelle zum Thema Monetarisieren auf TikTok Bereit, deine Kreativität in Belohnungen zu verwandeln? Dann bist du hier genau richtig. Entdecke das Creator Monetization Center – deine zentrale Anlaufstelle, um auf TikTok Belohnungen zu erhalten. Egal, ob du gerade erst anfängst oder bereits an Fahrt gewinnst: Hier findest du die Tools, die du zum Wachsen und Monetarisieren auf TikTok brauchst, alles an einem Ort. Du kannst darauf direkt in TikTok Studio zugreifen – auf deinem Smartphone , im Web oder über die eigenständige App . https://www.tiktok.com/@tiktokcreators/video/7520287122968907022 Was ist das Creator Monetization Center? Stelle es dir als dein Kontrollzentrum vor, um auf TikTok Geld zu verdienen. Das Creator Monetization Center vereint alle Tools, Einblicke und Ressourcen, die du benötigst, um Einnahmen zu erzielen und weiter zu wachsen. Von der Einrichtung der Monetarisierungsfunktionen bis zur Nachverfolgung deiner Fortschritte ist alles darauf ausgelegt, dir zu helfen, dein Einnahmepotenzial einfach und effizient zu verwalten, ohne TikTok Studio verlassen zu müssen. Was erwartet dich? Folgendes findest du im Creator Monetization Center: Belohnungsanalyse und Guthaben Behalte den Überblick über deine Einnahmen – ganz ohne Rätselraten. Dein Dashboard bietet dir einen klaren Überblick über deine Belohnungen, anstehende Zahlungen und darüber, wie genau deine Inhalte Einnahmen erzielen. Du kannst die Gesamteinnahmen nachverfolgen oder nach Programm oder sogar nach einzelnen Beiträgen aufschlüsseln. Nutze Filter, um die Leistung der letzten 7, 30 oder 60 Tage anzuzeigen, und rufe jederzeit deine Guthaben- und Abhebungsseite auf, damit du keine Auszahlung verpasst. Aktive Programme Alles, woran du teilnimmst, an einem Ort. Greife schnell auf alle Monetarisierungsprogramme zu, für die du angemeldet bist – wie Creator*innen-Belohnungen , Abo und TikTok One . Außerdem findest du hier deine neuesten Updates und Benachrichtigungen, damit du immer auf dem Laufenden bist. Programme für dich Entdecke neue Möglichkeiten, Geld zu verdienen. Dieser personalisierte Bereich stellt Programme vor, die aufgrund deiner Inhalte und deines Creator*innen-Profils für dich infrage kommen. Diese Empfehlungen sind darauf zugeschnitten, dir zum Erfolg zu verhelfen, damit du selbstbewusst neue Monetarisierungsmöglichkeiten entdecken und deine Berechtigung in Sekundenschnelle überprüfen kannst. Die Verfügbarkeit von Programmen und die Berechtigung zur Teilnahme variieren je nach Markt, Kontostatus und der Einführung von Funktionen. In „Monetarisierung“ angesagt Sieh dir an, was gerade gut ankommt. Erkunde das Creator*innen-Schaufesnter, um angesagte Inhalte zu entdecken und zu sehen, wie andere Creator*innen auf TikTok monetarisieren. Diese Beispiele werden basierend auf deinen Inhalten für dich zusammengestellt, sodass du Inspiration findest, Muster erkennst und deine eigene Inhaltsstrategie verbessern kannst. Lernressourcen Verbessere deine Fähigkeiten – und deine Einnahmen. Greife auf ausgewählte Lektionen aus der Creator Academy von TikTok zu, um dein Monetarisierungspotenzial zu maximieren. Egal, ob du deine Inhalte verfeinerst oder neue Funktionen erkundest: Du findest, was du brauchst, um weiter zu wachsen. Wo findest du das alles? In der TikTok-App Gehe zu deinem TikTok-Profil Tippe auf TikTok Studio . Wähle Monetarisierung oder Weitere Einnahmemöglichkeiten . Über die Webversion von TikTok Studio Gehe zu deinem TikTok-Profil Klicke in der linken Navigationsleiste auf Mehr Klicke auf TikTok Studio Klicke auf Monetarisierung In der TikTok Studio-App Öffne die App Tippe in der Navigationsleiste auf Monetarisieren Das ist alles! Begib dich zum Creator Monetization Center, um die für dich verfügbaren Programme zu entdecken und dein volles Einnahmepotenzial auf TikTok auszuschöpfen....\\n8 Mio. Aufrufe\\nErste Schritte mit „Abo“\\n„Abo“ ist dein Schlüssel, um deiner Kreativität freien Lauf zu lassen, die Verbindung zu deinen Follower*innen zu vertiefen und gleichzeitig mehr Belohnungen zu sammeln! Indem TikTok-Nutzer*innen durch Abos Teil deiner Community werden, erhalten sie Zugang zu Vorteilen, wie z. B. spezielle Abzeichen, exklusive Videos und Extras, die du nur für sie anpassen kannst. Je mehr Abonnent*innen du gewinnst, desto mehr Möglichkeiten hast du, deine TikTok-Belohnungsziele zu erreichen! Mit diesem Monetarisierungstool kannst du einen planbaren, fanbasierten monatlichen Umsatz aufbauen und behältst dabei die kreative Kontrolle. https://www.tiktok.com/@creatoracademy/video/7585653983985798430 Lies weiter, um noch heute mit dem Aufbau deiner Abo-Community zu beginnen. Deine Marke stärken und mit deinem Publikum interagieren Sobald du dein Abopaket erstellt hast, kannst du exklusive Extras anbieten, um die Leute zu begeistern und Interaktionen zu fördern, darunter: Exklusive Inhalte Teile Videos, auf die nur Abonnent*innen Zugriff haben, oder erstelle besondere Notizen, die nur sie sehen können. Abzeichen Wenn Abonnent*innen deine Videos kommentieren, erhalten sie ein exklusives „ Abonnent*innen “-Abzeichen neben ihrem Namen. So kannst du sehen, wenn Mitglieder deiner Community mit deinen Beiträgen interagieren, und das Antworten auf ihre Kommentare priorisieren. Sticker Verleihe deinen Direktnachrichten und Gruppenchats das gewisse Etwas, indem du bis zu 35 personalisierte Sticker hochlädst, die deine Community nutzen kann. Anpassbare Extras Hier kannst du unkonventionell denken und spezielle Extras anbieten, die nur für deine Abo-Community gedacht sind. Egal, ob du Abonnent*innen über das Thema deines nächsten Videos abstimmen lässt, anbietest, Nutzer*innen auf TikTok zurückzufolgen, Fans erlaubst, mit dir zusammenzuarbeiten, oder andere Ideen umsetzt: Dies ist deine Chance, dich von der Masse abzuheben und deinem Publikum das Gefühl zu geben, etwas ganz Besonderes zu sein. Erstelle deine anpassbaren Extras ganz neu oder wähle aus unseren verschiedenen Vorlagen für Extras. Mehr Belohnungen freischalten Abos sind dein Ticket, um mehr Belohnungen zu sammeln und bieten dir eine weitere zuverlässige monatliche Monetarisierungsmöglichkeit. Abonnent*innen zahlen eine monatliche Gebühr, die du festlegen und anpassen kannst , sodass du einen regelmäßigen monatlichen Umsatz erzielst. Nach Abzug der App-Store-Gebühren erhältst du 70 % der Umsatzbeteiligung! Du hast außerdem die Chance, einen zusätzlichen Bonus von 20 % zu erhalten, wodurch sich die maximale Gewinnbeteiligung auf 90 % erhöht. Behalte deine In-App-Benachrichtigungen im Auge, um zu erfahren, wann du diese tolle neue Bonusmöglichkeit freischalten kannst. Um für den Bonus berechtigt zu sein, musst du: Mehr als 10.000 Follower*innen haben. Mehr als 100.000 Videoaufrufe im letzten Kalendermonat haben. Dich an unsere Nutzungsbedingungen und Community-Richtlinien halten. Für Creator*innen, die noch nie exklusive Videos für Abonnent*innen veröffentlicht haben : Veröffentliche dein erstes exklusives Video für Abonnent*innen in diesem Kalendermonat. Für Creator*innen, die bereits exklusive Videos für Abonnent*innen veröffentlicht haben : Veröffentliche mindestens drei gültige exklusive Videos für Abonnent*innen in diesem Kalendermonat. Die Teilnahmeberechtigung wird jeden Monat geprüft. Abo einrichten Bereit, loszulegen? So geht es: Gehe zu deinem Profil und tippe auf Menü (☰). Tippe auf „TikTok Studio“ und dann auf den Tab „Monetarisierung“ . Scrolle zu „Monetarisierungsprogramme“ und wähle „Abo“ aus. Tippe auf „Am Aboprogramm teilnehmen“ und du wirst durch die Teilnahmevoraussetzungen geführt. Eine Abopreisstufe auswählen Die Standardstufe liegt bei 5,99 US-Dollar. Du kannst aber einen Preis zwischen 2,99 und 99,99 US-Dollar pro Monat wählen, je nachdem, was den Wert deines Abopakets am besten widerspiegelt und bei deinem Publikum Anklang findet. TikTok-Nutzer*innen werden in ihrer Landeswährung bezahlen, berücksichtige daher Wechselkurse und Steuern. Entscheidend ist, die goldene Mitte zu finden, die für alle am besten funktioniert! * TikTok behält sich das Recht vor, bei der Festlegung der Abopreise die endgültige Entscheidung zu treffen. Dein Abo erfolgreich einrichten Du gewinnst mehr Nutzer*innen für deine Community, indem du ein einzigartiges und einladendes Umfeld gestaltest. Hier sind drei wichtige Best Practices, um mehr Leute für dein Abo zu gewinnen: 1. Teile exklusive Videos nur für Abonnent*innen Verwöhne deine Abo-Community mit VIP-Videos, die du exklusiv für sie gestaltet hast. Sorge dafür, dass diese Videos sich von deinen üblichen Inhalten abheben, z. B. durch Einblicke hinter die Kulissen oder interaktive Aufforderungen an deine Community, sich an einer Diskussion oder einem Gespräch zu beteiligen. 2. Passe die Extras an dein Publikum an Ganz gleich, ob du anbietest, gemeinsam zu spielen, oder das Beantworten von Kommentaren priorisierst – wähle Extras, die deine Stärken hervorheben und auf deine einzigartige Community zugeschnitten sind. Und vergiss nicht, realistisch zu bleiben – versprich nur, was du auch halten kannst! 3. Steigere die Interaktion mit In-Video-Links Füge Links zu deinen TikTok-Videos hinzu , um dein Abo im „Für dich“-Feed zu bewerben. Setze sie klug ein und weise im Video auf die Extras hin, ohne dabei zu übertreiben. Achte darauf, dass deine Botschaft möglichst natürlich und authentisch ist, damit du bei deinen Fans gut ankommst. Häufig gestellte Fragen Worin liegt der Unterschied zu „Super Fan“? „Abo“ und „Super Fan“ sind separate Aboprogramme, die von TikTok angeboten werden. Obwohl beide Programme Zugang zu zusätzlichen Vorteilen und Inhalten bieten, gilt die „Super Fan“-Erfahrung exklusiv für TikTok LIVE . Lies hier mehr über ihre Unterschiede und finde heraus, welches Programm am besten für dich ist: „Abo“ oder „Super Fan“? Wie erhalte ich Belohnungen aus meinem Abo? Deine monatlichen Belohnungen werden auf deinem Konto gutgeschrieben. Richte einfach deine Zahlungsmethode ein und schon kann es losgehen! Wie verwalte ich mein Abo, nachdem ich mich angemeldet habe? Dein Abo zu verwalten, ist ein Kinderspiel. Geh einfach in der App zu deinem Profil und klicke direkt unter deiner Biografie auf Abo . Von dort aus kannst du auf deine Seite zur Aboverwaltung zugreifen, um deine Einstellungen anzupassen und Extras hinzuzufügen. Gibt es Regeln für Inhalte, die nur für Abonnent*innen bestimmt sind? Ja! Inhalte, die nur für Abonnent*innen bestimmt sind, dürfen keine Duette, Stitches oder Stickerkreationen enthalten. Beiträge, die nur für Abonnent*innen bestimmt sind, dürfen nur urheberrechtsfreie Sounds enthalten. Wenn du ein persönliches Konto hast, findest du in der Bibliothek mit unlimitierten Sounds von TikTok urheberrechtsfreies Audiomaterial. Wenn du ein Business-Konto hast, kannst du die kommerzielle Musikbibliothek von TikTok erkunden, um Sounds für deine Inhalte zu finden. Wie alle Inhalte auf TikTok müssen auch die Inhalte, die nur für Abonnent*innen bestimmt sind, unsere Nutzungsbedingungen und Community-Richtlinien einhalten. Kann deine Abo-Community ihr Abo jederzeit kündigen? Die Mitglieder der Community können ihr Abo jederzeit kündigen. Ein Abo bedeutet, dass Mitglieder die Creator*innen und die Inhalte, die sie lieben, ganz einfach und flexibel unterstützen können, und zwar zu ihren eigenen Bedingungen. Steigere dein Belohnungspotenzial und verbinde dich auf einer ganz neuen Ebene mit deinem Publikum, indem du noch heute dein Abo einrichtest !...\\n7,9 Mio. Aufrufe\\nShop\\nMit TikTok Shop kannst du deine Zuschauer*innen durch Videos und LIVE-Sessions dazu bewegen, kaufbare Inhalte zu durchstöbern. TikTok Shop ermöglicht es dir, Produkte durch ein umfassendes In-App-Einkaufserlebnis direkt auf TikTok zu präsentieren und zu verkaufen. Wir empfehlen dir, TikTok Shop zu nutzen, um Produktempfehlungen abzugeben, da 65 % der TikTok-Nutzer*innen angeben, dass sie sich bei der Kaufentscheidung auf Quellen wie Empfehlungen und Bewertungen von Creator*innen verlassen. 58 % der TikTok-Nutzer*innen geben an, dass sie Marken eher vertrauen, nachdem sie von TikTok-Creator*innen von diesen erfahren haben. Dies sind einige Vorteile der Nutzung von TikTok Shop: Markenpartnerschaft: Sei über TikTok Shop mit führenden Marken verbunden und baue potenzielle langfristige Möglichkeiten der kommerziellen Zusammenarbeit auf. Zugang zu exklusiven Funktionen: Erhalte einen exklusiven und vorzeitigen Zugang zu neuen Funktionen. Generieren von Einnahmen : Generiere Einnahmen durch ein Partnerprogramm mit Produkten, die über dein Konto via TikTok Shop vertrieben werden. Wissen aus erster Hand: Erhalte vielfältige Angebote von unserem Team: Spezielle Schulungsprogramme, die dich auf deinem Monetarisierungsweg unterstützen, mit grundlegendem Wissen und Best Practices. Wenn du über 18 Jahre alt bist und dir eine Community auf TikTok aufgebaut hast, bestimme auf der Produktdetailseite die Produkte, mit denen du Einnahmen aus einem Partnerprogramm (oder aus dem Direktverkauf, wenn es sich dabei um dein Produkt handelt) erzielen möchtest. Deine Zuschauer*innen können Bestellungen aufgeben und zur Kasse gehen, ohne TikTok dazu verlassen zu müssen. Deine Zuschauer*innen können alle zu kaufenden Produkte über einen Produktlink in einem TikTok-Video, auf deiner Shop-Seite oder über LIVE-Shopping finden. Nutze TikTok Shop noch heute, um es selbst auszuprobieren!...\\n7 Mio. Aufrufe\\nZeig dich auf LIVE!\\nDrück dich aus – auf LIVE! Auf TikTok LIVE ist immer Party angesagt – hier geht es um Spaß, Authentizität und die Entfaltung deiner Kreativität. Alles in Echtzeit. LIVE auf TikTok zu sein bedeutet, eine Welt voller Möglichkeiten zu entdecken und sich mit tollen Menschen zu verbinden. Der richtige Ort also für alle Creator*innen, denn hier kannst du ganz du selbst sein! Genau wie bei normalen Kurzvideos auf TikTok hast du auch hier Zugang zu Filtern, Effekten und zur Kamerasteuerung. Anders als dort gibt es aber beim LIVE-Gehen kein Zeitlimit für deine Aufnahme. Wenn wir jedoch feststellen, dass ein*e Host in seinem*ihrem LIVE-Raum längere Zeit inaktiv ist und unsere Verifizierung nicht abschließt, schließen wir den LIVE-Raum. Uns ist klar, dass deine LIVE-Videos unter Umständen nicht immer gleichmäßig hohe Zugriffe oder Interaktionen haben. Aber mach dir deswegen keinen Stress – das ist völlig normal . Am besten gehst du öfter LIVE, um ein treues Publikum zu gewinnen . Halte dich aber bitte an die geltenden Gesetze in deinem Land, wenn du LIVE gehst. Wer kann LIVE gehen? Wenn du auf TikTok LIVE gehen möchtest, musst du 18 Jahre alt oder gemäß den in deinem Land geltenden Anforderungen volljährig sein. Welche Vorteile hat es, LIVE zu gehen? Deine herausragenden Inhalte können dir Belohnungen einbringen. Fans können dir in deinem LIVE mit virtuellen Geschenken ihre Wertschätzung für deine Inhalte zeigen. Diamanten sind die Art von TikTok zu sagen: „Du rockst!“ Sie werden an Creator*innen basierend auf der Beliebtheit ihrer Videos vergeben. Wenn Geschenke während deines LIVEs gesendet werden, sammelst du Diamanten von TikTok. Um deine Beliebtheit und deine Beiträge zur Plattform anzuerkennen, belohnen wir dich auch mit Geldbelohnungen, die auf dein bevorzugtes externes Konto ausgezahlt werden können. So kannst auch du diese Vorteile nutzen: 1. Tippe zunächst auf „Einstellungen“. 2. Aktiviere dann „LIVE-Geschenke“ über den Schieberegler. 3. Rufe im ANschluss dein Profil auf. 4. Tippe erneut auf „Einstellungen“ und suche dort nach „Guthaben“. 5. Du kannst deine Belohnungen abheben oder sie automatisch (je nach Region) auf dein externes Bank- oder PayPal-Konto überweisen lassen. Welche Art von Inhalten sollte ich erstellen, wenn ich LIVE gehe? Um eine qualitativ hochwertige LIVE-Erfahrung für alle Nutzer*innen zu gewährleisten, sollten Creator*innen interaktive Live-Übertragungen in Echtzeit erstellen . Das bedeutet, längere Inaktivität, statische oder sich wiederholende visuelle Elemente oder Inhalte, die nicht aktiv von dir gesteuert werden, zu vermeiden. Wenn du unsere Verifizierung nicht abschließt oder dies wiederholt vorkommt, kann dein LIVE beendet werden. Denke außerdem bitte daran, immer unsere Plattformrichtlinien zu befolgen, einschließlich der Community-Richtlinien und der Richtlinien zur LIVE-Monetarisierung . Wöchentliche Ranglisten Sieh dir die wöchentlichen Ranglisten im LIVE-Bereich der App an. Hier werden die besten Creator*innen aufgelistet, basierend auf der Anzahl der gesammelten Diamanten. Je mehr Diamanten, desto höher der Ranglistenplatz! Die 20 besten wöchentlichen LIVE-Creator*innen erhalten coole Preise. Für mehr Transparenz werden die Hosts auf den Plätzen 4–10 auf der Seite „Mehr entdecken“ vorgestellt. Außerdem erhalten die Vorschaubilder ihrer LIVE-Videos eine spezielle Kennzeichnung. Also, wer ist dabei? Alle, die über 18 Jahre alt und berechtigt sind, LIVE zu gehen, solange sie die Community-Richtlinien befolgen. Wenn dich Ranglisten nicht interessieren, kannst du dich jederzeit abmelden. So meldest du dich ab: 1. Tippe zunächst auf „LIVE-Bildschirm“. 2. Navigiere dann zu „Einstellungen“. 3. Tippe im Anschluss auf „Ranglisten“. 4. Tippe während deines LIVEs auf „Mehr“ und dann nacheinander auf „Admin-Einstellungen“ und „Ranglisten“. LIVE-Kampagnen Freue dich auf LIVE-Kampagnen – besondere von TikTok LIVE veranstaltete Events, die Belohnungen für Creator*innen und Zuschauer*innen bereithalten. Eine tolle Möglichkeit, mit neuen und bestehenden Zuschauer*innen zu interagieren und Verbindungen innerhalb der Community aufzubauen. Du möchtest bei einer LIVE-Kampagne mitmachen? Achte auf die Banner auf der TikTok LIVE-Seite. Auf jeder Kampagnenseite findest du alle wichtigen Informationen, von der Teilnahme über das Sammeln von Belohnungen bis hin zu den allgemeinen Geschäftsbedingungen. Falls du deine Meinung änderst, kannst du dich jederzeit wieder auf der Kampagnenseite über die Option „Abmelden“ abmelden. Verbindungen zu treuen Fans aufbauen Ein weiterer Vorteil von LIVE-Videos: Du kannst in Echtzeit echte Beziehungen zu deinen Zuschauer*innen und anderen Creator*innen aufbauen. Je mehr du mit deinem Publikum interagierst, desto besser verstehst du, was es will – und kannst es mit tollen Inhalten versorgen. Heiße Fans fürs Leben willkommen! Die besten Tipps für ein fantastisches LIVE Bevor du dein erstes LIVE startest, hier ein paar Profi-Tipps: Achte auf den richtigen Zeitpunkt Wähle einen Zeitpunkt, der deinem Publikum am besten passt. Berücksichtige dabei, wann es am aktivsten ist. Wie lange sollte ich LIVE gehen? Kein Stress! Gehe so lange LIVE, wie du möchtest. Unserer Erfahrung nach erhalten 60 bis 80 Minuten lange LIVEs tendenziell mehr Aufrufe als 10 bis 20 Minuten lange LIVEs. Stell dir einen LIVE-Raum wie ein TikTok-Video vor, das nur online ist, solange du LIVE bist. Je länger du streamst, desto mehr Leute haben die Möglichkeit, dabei zu sein. Du kannst deinen Follower*innen auch sagen, wann du das nächste Mal LIVE gehst, damit sie wissen, wann sie einschalten sollen! Bleib aktiv Veröffentliche ein Video, bevor du LIVE gehst, damit deine Zuschauer*innen schnell und einfach über den „Für dich“-Feed teilnehmen können. Beleuchtung Achte auf eine gute Beleuchtung, bevor du LIVE gehst. Sie sorgt dafür, dass deine Zuschauer*innen dranbleiben. Sounds Achte auf eine optimale Tonqualität – bitte keine Ablenkungen oder Hintergrundgeräusche! Internetverbindung Teste vorher deine Internetverbindung, um ein störungsfreies LIVE sicherzustellen. Kamerawinkel Bleibe bei einem Kamerawinkel, um deine Zuschauer*innen nicht zu verwirren. Plane im Voraus Erstelle einen Grundplan für dein LIVE. Du musst dafür nicht zwingend jedes Wort aufschreiben. Beziehe dein Publikum ein Interagiere mit deinen Zuschauer*innen, indem du auf Kommentare und Fragen antwortest. Verbreitung von Inhalten Die Verbreitung deiner Inhalte kann beeinträchtigt werden, wenn wir deine Region nicht bestimmen können. So fängst du an 1. Tippe auf das Symbol „Erstellen“. 2. Wische in der Navigationsleiste zu „LIVE“. 3. Wähle ein Bild aus und gib deinem Stream einen packenden Titel. 4. Tippe auf „LIVE gehen“ und schon kann die Party losgehen! Sobald du LIVE bist, kannst du die Einstellungen ändern und zum Beispiel die Kamera spiegeln, Effekte hinzufügen, Kommentare filtern und sogar (bis zu 20) Moderator*innen ernennen. Weitere Einblicke und Updates zu den LIVE-Funktionen findest du im LIVE-Zentrum in der TikTok-App. Jetzt kannst du mit deinen LIVEs erfolgreich durchstarten!...\\n5,8 Mio. Aufrufe\\nEntdecke Wege zur LIVE-Monetarisierung\\nMach mehr aus deinen LIVEs ! Entdecke alle Möglichkeiten, wie du deine Streams monetarisieren und deinen Umsatz steigern kannst – in Echtzeit, mit diesen interaktiven Funktionen. LIVE-Geschenke LIVE-Geschenke ermöglichen es Zuschauer*innen, echte Wertschätzung für deine Inhalte zu zeigen und sichtbar an deinem Livestream teilzunehmen. So kann dein Publikum von passiven Zuschauer*innen zu aktiven Mitwirkenden in deiner Community werden. Durch das Senden von Geschenken können Zuschauer*innen deine Inhalte mitgestalten, direkt mit dir interagieren und sich in deiner Community hervortun. Wenn du Geschenke auf TikTok LIVE aktivierst, kannst du dich in Echtzeit mit deinem Publikum verbinden und ihr könnt eure Bindung stärken – gleichzeitig erhöhst du deine Chancen auf Belohnungen ! Wie funktionieren LIVE-Geschenke? Sobald du LIVE-Geschenke aktivierst und LIVE gehst , können deine Zuschauer*innen virtuelle Geschenke senden, die auf dem Bildschirm erscheinen. Je mehr Geschenke du erhältst, desto höher steigst du in der LIVE-Rangliste auf . Du kannst Diamanten basierend auf der Beliebtheit deiner LIVE-Inhalte sammeln. Am Ende deines LIVEs siehst du die Gesamtzahl der gesammelten Diamanten in deiner LIVE-Zusammenfassung. Hinweis: Der Erhalt von Geschenken während eines LIVEs und das Sammeln von Diamanten unterliegen unserer Richtlinie zu virtuellen Gegenständen . LIVE-Match Mit einem LIVE-Match kannst du während LIVEs an freundschaftlichen Wettbewerben mit anderen Creator*innen teilnehmen . Egal, ob du dich mit anderen als Team zusammenschließt oder als Einzelperson antrittst, jedes LIVE-Match hilft dir dabei, Beziehungen aufzubauen, Ideen auszutauschen und die Communitys der jeweils anderen zu erreichen, um auf eurer LIVE-Reise gemeinsam zu wachsen . Es ist auch eine Gelegenheit für deine Zuschauer*innen, Teil des Geschehens zu werden. Die Energie von Wettbewerben in Echtzeit sorgt für Spaß, Spannung und unvergessliche Momente, die dein LIVE-Streaming herausstechen lassen, deine Zuschauer*innen fesseln und nach mehr rufen lassen. Und du kannst beim Spielen Belohnungen erhalten ! Wie funktioniert LIVE-Match? Match-Modi Es stehen zwei Match-Modi zur Auswahl: Solo-Match : Alle Creator*innen treten einzeln an (1v1). Team-Match : Creator*innen können in Teams antreten (1v2, 1v3 oder 2v2). Match-Power-ups Match-Power-ups sind eine virtuelle Belohnung, die für Spezialeffekte in einem LIVE-Match sorgt. Zuschauer*innen können mit deinem LIVE-Match interagieren und aktiv das Blatt im Spiel wenden, indem sie Power-ups senden. Match-Power-ups können die Leistung steigern, das Tempo verändern oder sogar den Spielverlauf beeinflussen. Power-ups werden während eines LIVE-Matches nach dem Zufallsprinzip an die drei Top-Beitragenden des Creators*der Creatorin oder des Teams verteilt, der/die/das den Sieg erringt. Sie verwandeln einfache Geschenke in interaktives Gameplay, geben Fans eine neue Möglichkeit, ihre Unterstützung zu zeigen, und machen jedes LIVE zu einem unvergesslichen, gemeinsamen Erlebnis, bei dem alles passieren kann! Jedes Power-up verleiht dem Spiel seinen eigenen Twist: Boosterhandschuh – multipliziert 30 Sekunden lang die Match-Punkte von Geschenken, mit einer Chance auf bis zu 5-fache Punkte. Zaubernebel – verbirgt deine Match-Punkte 30 Sekunden lang vor deinem Gegenüber und sorgt für zusätzliche Spannung im Wettbewerb. Zeitverlängerung – verlängert das Match um bis zu 10 Sekunden, sodass du mehr Zeit hast, das Blatt zu wenden. Schockhammer – ermöglicht es deinen Unterstützer*innen, zurückzuschlagen, indem sie durch Geschenke Hammereffekte bei deinem Gegenüber auslösen. Top-2- und Top-3-Booster – Top-2- und Top-3-Booster werden an die Top-3-Beitragenden in der Rangliste verteilt. Sie können die durch Geschenke beigetragenen Punkte der Beitragenden auf Platz 2 und 3 nach ihrer Aktivierung 30 Sekunden lang verdoppeln. Geschenkgalerie Geschenkgalerie ist eine Geschenk-Sammelaufgabe, die wöchentlich aktualisiert wird. Jeden Montag weist TikTok LIVE den Creator*innen bestimmte Geschenkaufgaben zu. Zuschauer*innen können dir dann Geschenke senden, um dir dabei zu helfen, diese Aufgaben abzuschließen und deine Geschenkgalerie zum Leuchten zu bringen. Wenn die Aufgaben abgeschlossen sind, können Zuschauer*innen sich freuen, Titelschenkende*r in der Geschenkgalerie des Creators*der Creatorin zu werden. Das ist eine einfache Möglichkeit, deine erhaltenen Belohnungen zu steigern , während Zuschauer*innen die Publicity in der Geschenkgalerie des Creators*der Creatorin genießen können. https://www.tiktok.com/@tiktoklive_uk/video/7302362704080031009 Wie funktioniert die Geschenkgalerie? Wenn du an einer wöchentlichen Aufgabe teilnimmst, wird sie auf deinem LIVE-Bildschirm als „ LIVE-Ziel “ angezeigt. Zuschauer*innen können darauf klicken, um deine Geschenkgalerie zu öffnen und Geschenke zu senden, die dir beim Abschluss der Aufgabe helfen. Wenn die Aufgabe zum Beispiel darin besteht, 20 Rosen zu sammeln, muss mindestens ein*e Zuschauer*in 20 Rosen senden, damit die Aufgabe als abgeschlossen gilt. Der*die Zuschauer*in, der*die in einer Woche ein bestimmtes Geschenk am häufigsten sendet, erhält die Titelrechte für dieses Geschenk in deinem LIVE-Raum. Wenn der*die Titelschenkende*r ein Geschenk sendet, erscheint ein kleiner Flammeneffekt auf der Geschenkleiste (nur in diesem LIVE-Raum, nicht plattformübergreifend). Sobald sich ein*e Zuschauer*in die Titelrechte gesichert hat, wird die jeweilige Kennzeichnung bei jeder Geschenksendung hervorgehoben angezeigt, sodass die Person als Teil deiner loyalen Community hervorsticht. Der Zyklus setzt sich alle 7 Tage zurück , und zwar jeden Montag um 00:00 Uhr Ortszeit, basierend auf deiner Region. Wenn die Geschenkgalerie zurückgesetzt wird, wird der gesamte Fortschritt gelöscht, was eine neue Runde an Geschenken und Aufgaben ermöglicht. Das bedeutet, dass jede*r Zuschauer*in die Chance hat, jede Woche Top-Schenkende*r für ein bestimmtes Geschenk und von dir bemerkt zu werden – wodurch die Wahrscheinlichkeit steigt, dass sie Geschenke senden und ihre Unterstützung zeigen! Gaming-Rangliste Die Gaming-Rangliste von TikTok LIVE präsentiert die 99 Creator*innen, die in den verschiedenen Regionen aktuell am beliebtesten sind. So können die Zuschauer*innen ihre Favorit*innen ganz einfach entdecken und ihnen folgen. Die Rangliste wird wöchentlich aktualisiert und basiert auf der Anzahl der Diamanten, die Creator*innen in den letzten sieben Tagen erhalten haben. Erreiche mit deinen LIVEs ein höheres Level und schau, ob du es an die Spitze schaffst! Ratespiel Du willst dein LIVE-Gaming etwas aufregender gestalten? Beim Ratespiel kannst du während deiner LIVEs durch JA- oder NEIN-Fragen mit den Zuschauer*innen interagieren. Um teilzunehmen, müssen die Zuschauer*innen bei einer bestimmten Frage Spielpunkte entweder auf „JA“ oder „NEIN“ setzen. Diese Spielpunkte können durch das Lösen bestimmter Aufgaben während eines LIVE gesammelt werden. Wenn die Zuschauer*innen richtig antworten, erhalten sie Bonuspunkte, wenn sie falsch liegen, verlieren sie diese Punkte und sind raus aus dem Spiel! Außerdem können die Zuschauer*innen mit ihren Punkten für dich abstimmen und deine Position auf der Rangliste der Ratespiel-Creator*innen verbessern. Geschenk-Stimme Mit „Geschenk-Stimme“, einer aktualisierten Version unserer Funktion „Geschenk-Abstimmung“, steht dir eine weitere Möglichkeit zur Interaktion offen. Deine Zuschauer*innen können über Fragen abstimmen, die du der Community gestellt hast, indem sie dir während eines LIVEs Geschenke schicken. Es ist an der Zeit, dass du für deine LIVE-Inhalte belohnt wirst! Nutze jetzt diese Möglichkeiten zur Monetarisierung....\\n5,8 Mio. Aufrufe\\nBelohnungen für Effekt-Creator*innen\\nHast du dich schon einmal gefragt, welche Belohnungen Effekt-Creator*innen bei TikTok erhalten ? Es handelt sich um ein großartiges Programm, bei dem Top-Creator*innen Belohnungen für das Erstellen toller, spannender TikTok-Effekte mit dem Desktop-Tool „Effect House“ erhalten. Aufregende Neuigkeiten! Noch mehr Regionen, in denen du glänzen kannst: Ab sofort können Creator*innen aus 33 neuen Regionen, darunter Mexiko, Griechenland, die Türkei und Südafrika, am Programm teilnehmen! Eine vollständige Liste der teilnahmeberechtigten Regionen findest du weiter unten. Noch einfacher Geld verdienen: Deine Effekte müssen nur noch in 100.000 Videos verwendet werden (statt 200.000), bevor du Provisionen verdienst! Noch höhere Einnahmen pro Video: Creator*innen erhalten nun Belohnungen für Effekte, die in qualifizierten öffentlichen Videos verwendet werden. Da es dadurch möglicherweise weniger qualifizierte Videos gibt, haben wir im Gegenzug dafür die Einnahmen pro Verwendung erhöht. Wer kann am Programm teilnehmen? Alle, die mindestens 18 Jahre alt sind Sitz in Argentinien, Australien, Österreich, Bahrain, Belgien, Belarus, Brasilien, Kanada, Chile, Kolumbien, Tschechien, Dänemark, Ecuador, Ägypten, Finnland, Frankreich, Deutschland, Griechenland, Ungarn, Indonesien, Irland, Israel, Italien, Japan, Kasachstan, Kuwait, Malaysia, Mexiko, Marokko, den Niederlanden, Neuseeland, Norwegen, Oman, Peru, den Philippinen, Polen, Portugal, Katar, Rumänien, Saudi-Arabien, Südafrika, Südkorea, Spanien, Schweden, der Schweiz, Taiwan, Thailand, der Türkei, den Vereinigten Arabischen Emiraten, dem Vereinigten Königreich, den USA, Uruguay oder Vietnam (Änderungen vorbehalten) Ein*e Creator*in mit einem Gold-, Platin- oder Diamantabzeichen und mindestens 5 veröffentlichten Effekten sowie 3 Effekten, die in jeweils 1000 qualifizierten Videos verwendet wurden Alle Creator*innen, die ihre Steuer- und Zahlungsangaben festgelegt haben. Freischalten von Belohnungen und Monetarisierung Wie erhältst du nun Belohnungen für deine tollen Effekte? Sehen wir uns gemeinsam die Einzelheiten an, damit du das Beste aus deiner Kreativität herausholen kannst! Belohnungen verdienen – Grundlagen Deine Einnahmen hängen von der Anzahl der qualifizierten veröffentlichten Videos ab, in denen dein Effekt innerhalb der ersten 90 Tage nach der Veröffentlichung verwendet wurde. Unter „qualifizierten veröffentlichten Videos“ versteht man öffentliche Videos aus teilnahmeberechtigten Regionen, die deinen Effekt nutzen. Sobald dein Effekt in 100.000 einzigartigen öffentlichen Videos verwendet wurde, beginnst du, Belohnungen zu sammeln! Und das Beste daran? Du erhältst Belohnungen für jedes weitere qualifizierte veröffentlichte Video mit deinem Effekt bis zum Ende des 90-tägigen Zeitraums oder bis du die maximale Belohnung erreicht hast. Die Höhe der Belohnungen kann abhängig von gewissen Faktoren wie z. B. dem Ort, an dem die Videos mit deinem Effekt veröffentlicht wurden, variieren. Behalte das im Hinterkopf, während du deinen Fortschritt überwachst und die nächsten Schritte erwägst. Und vergiss nicht: Für Effekte, die mit dem App-Editor von TikTok erstellt wurden, erhältst du keine Belohnung. Belohnungen werden nur für Effekte vergeben, die mit der Desktop-Version erstellt wurden. Maximale Belohnung: Kling! Die maximale Belohnung für einen Effekt beläuft sich auf 14.000 USD und als einzelne*r Creator*in kannst du bis zu 50.000 USD pro Monat verdienen. Es geht darum, dein Verdienstpotenzial zu steigern und deine TikTok-Inhalte in klingende Münze zu verwandeln. Häufig gestellte Fragen Was zählt als qualifizierter Effekt? Ein Effekt gilt als qualifizierter Effekt, sobald er innerhalb der ersten 90 Tage in 100.000 einzigartigen öffentlichen Videos verwendet wurde oder du Belohnungen damit verdienst. Was ist ein qualifiziertes veröffentlichtes Video? Jedes Video mit deinem Effekt, das innerhalb der ersten 90 Tage, nachdem du deinen Effekt bei Effect House eingereicht hast, auf TikTok veröffentlicht wurde. Für deine Belohnungen zählen nur einzigartige qualifizierte veröffentlichte Videos. Was bedeutet das? Wenn jemand mehrere Videos mit demselben Effekt am selben Tag veröffentlicht, gilt dies trotzdem nur als ein qualifiziertes veröffentlichtes Video. Zusammengefasst heißt das: Als qualifizierte Veröffentlichungen gelten öffentliche Videos auf TikTok aus teilnahmeberechtigten Regionen, in denen dein Effekt innerhalb der ersten 90 Tage nach der Veröffentlichung verwendet wurde. Für die Belohnung zählen nur einzigartige Veröffentlichungen. Einzigartige Veröffentlichung: Ein Video pro Tag und Nutzer*in = eine einzigartige Veröffentlichung. Das bedeutet: Auch wenn Creator*innen begeistert von deinem Effekt sind und an einem Tag mehrere Videos mit deinem Effekt veröffentlichen, zählt dies nur als ein einzigartiges veröffentlichtes Video. Erhalte ich Belohnungen, wenn meine Effekte in privaten Videos verwendet werden? Nein, leider nicht! Belohnungen kannst du nur erhalten, wenn dein Effekt in öffentlichen Videos verwendet wird. Kann ich noch Belohnungen für Effekte erhalten, die ich in der Vergangenheit veröffentlicht habe? Belohnungen erhältst du nur für Effekte, die du nach deinem Beitritt zum Programm veröffentlicht hast. Aber keine Sorge, du hast immer die Möglichkeit, die Nutzer*innen mit neuen Inhalten zu begeistern! Kann ich Belohnungen für Effekte erhalten, die ich mit dem Smartphone oder mit der TikTok-App erstellt habe? Leider nicht. Für Belohnungen qualifiziert sind nur Community-Effekte, die mit dem Desktop-Tool „Effect House“ erstellt wurden. Erhalte ich Belohnungen, wenn ich nach meinem Beitritt zu diesem Programm einen bereits veröffentlichten Effekt aktualisiere? Nein, leider nicht. Für die Belohnungen zählen nur neue Effekte, die du nach deinem Beitritt zum Programm veröffentlichst. Gibt es eine maximale Belohnung pro Creator*in? Ja! Die maximale Belohnung für einen einzigen Effekt beläuft sich auf 14.000 USD und ein*e einzelne*r Creator*in kann höchstens 50.000 USD pro Monat verdienen. Warum sollte ich diese Funktion verwenden? Dafür gibt es unzählige gute Gründe! Das Programm „Belohnungen für Effekt-Creator*innen“: Ermöglicht es dir, Belohnungen für das Erstellen beliebter TikTok-Effekte zu erhalten Eröffnet dir potenziell weitere Verdienstmöglichkeiten Hat den Vorteil, dass du die Leistung deiner Effekte und die monatlichen Auszahlungen an einer Stelle im Auge behalten kannst, was ziemlich praktisch ist...\\n5,2 Mio. Aufrufe\\nDreh mal richtig auf und steigere die Interaktion mit der Bibliothek mit unlimitierten Sounds von TikTok\\nNehmen wir an, du hast gerade ein fantastisches neues Video erstellt. Nun fehlt dir nur noch ein letztes Element, damit dein Inhalt richtig gut zur Geltung kommt: die perfekte Musik! Musik ist eines der wesentlichen Hilfsmittel, um deine Videos packender zu gestalten, und die Bibliothek mit unlimitierten Sounds von TikTok macht es dir so einfach wie nie zuvor: Über die Bibliothek hast du Zugang zu Zehntausenden kostenlosen zugelassenen Sounds, die du unbegrenzt einsetzen kannst. Wir haben bereits alle komplizierten Urheberrechtsfragen geklärt. So kannst du dich darauf konzentrieren, hochwertige Inhalte zu erstellen, die deine Follower*innen begeistern! Nun ist endlich Schluss mit der gefürchteten „Stummschaltung von Videos“ und Strafen für die Nutzung eines falschen Sounds. Ab sofort kannst du sorgenfrei den Soundtrack wählen, der dir am besten gefällt, und deinen Inhalt damit klanglich aufwerten. Lies weiter, um zu erfahren, wie du mithilfe der Bibliothek mit unlimitierten Sounds in Sekundenschnelle noch ansprechendere Inhalte erstellst. Was ist die Bibliothek mit unlimitierten Sounds? Wir haben eine Kollektion von über 80.000 zugelassenen Sounds für dich zusammengestellt, darunter die angesagtesten Pop-Hits, stimmungsvolle Instrumentalstücke und mehr. Musik pur! In der Bibliothek findest du Sounds in jeder nur vorstellbaren Länge und Frequenz, die du weltweit in Videos mit unterschiedlicher Länge verwenden kannst. Wie kannst du auf die Sounds zugreifen? Ganz einfach! Gib das Stichwort „Sounds“ ein, klicke auf die Registerkarte „Unlimitiert“ und schon eröffnen sich dir unendliche Möglichkeiten. Hinweis: Wenn du ein Business-Konto nutzt, steht dir diese Registerkarte nicht zur Verfügung. Stattdessen kannst du die Kommerzielle Musikbibliothek von TikTok nutzen. Sehen wir uns jetzt einige der wichtigsten Funktionen genauer an! Keine Stummschaltung mehr Alle in der Bibliothek mit unlimitierten Sounds enthaltenen Songs können unbegrenzt verwendet werden. Weder die Dauer noch die Anzahl der Nutzungen sind beschränkt. Das heißt, du kannst so viele Sounds wie du willst, so lange du willst verwenden, ohne stummgeschaltet zu werden. Das ist ein Riesenvorteil, wenn du auf der Suche nach Sounds bist, mit denen du deine hochwertigen Langformate aufwerten kannst. Party ohne Ende auf dem Desktop-Computer Wenn du die Bibliothek mit unlimitierten Sounds auf dem Desktop-Computer öffnest, hast du noch mehr Möglichkeiten! Über die Suchleiste findest du den gesuchten Titel im Handumdrehen. Außerdem kannst du die Sounds nach Themen, Stil oder Dauer filtern. Um die neuesten angesagten Sounds zu finden, nutzt du am besten die Filter „angesagt“ oder „neu“. Denk auch daran, dass du deine Lieblingssounds zu den Favoriten hinzufügen kannst, um sie später leichter zu finden. Du brauchst Inspiration? Wir haben verschiedene thematische Wiedergabelisten zusammengestellt, damit du den perfekten Sound schneller findest! Spür den Beat und starte durch! Nutze noch heute die Bibliothek mit unlimitierten Sounds ....\\n4,3 Mio. Aufrufe\\nAls Anfänger*in durch TikTok navigieren\\nWillkommen bei TikTok! Lerne die Welt des Erstellens von Inhalten kennen. TikTok ist eine einzigartige Plattform. Dadurch eignet sie sich perfekt für Creator*innen wie dich, die ihrer Kreativität freien Lauf lassen und eine lebendige Community aufbauen wollen. In diesem Artikel erfährst du alles, was du brauchst, um dich in der App zurechtzufinden! Erste Schritte bei TikTok TikTok ist mehr als einfach nur eine Plattform. Es ist eine Community, für die Unterhaltung Priorität hat und die es dir ermöglicht, deine Kreativität, dein Wissen und für dich wichtige Momente mit einem weltweiten Publikum zu teilen. Grenzenlose Möglichkeiten Das Schöne an TikTok? Hier können alle zu Creator*innen werden. Ja, du hast richtig gelesen: Alle! TikTok feiert Vielfalt und begrüßt jede Form von Inhalten, egal von welchen Creator*innen. Wir möchten dir die Möglichkeit geben, deine Leidenschaften und persönlichen Sichtweisen durch Videos mit anderen zu teilen. Und das Beste daran? Als TikTok-Creator*in kannst du für deine Kreativität sogar Belohnungen erhalten ! Eine aktivere Community Authentizität ist einer der zentralen Aspekte bei TikTok. Als TikTok-Creator*in kannst du ganz du selbst sein und dich mit einem Publikum vernetzen, das dich so nimmt, wie du bist. Mit über einer Milliarde Nutzer*innen bietet dir TikTok zudem die Chance, ein riesiges Publikum zu erschließen ! Eine echte Win-Win-Situation also. Erstellen deines Kontos Bereit für unbegrenzten Spaß? Bevor du loslegen kannst, musst du ein Konto erstellen . Das geht ganz einfach mit deiner E-Mail-Adresse, deiner Telefonnummer oder über eine Drittanbieterplattform. Bei der Registrierung erhältst du automatisch einen Anmeldenamen, den du aber später jederzeit ändern kannst. Kontotypen Damit du auf TikTok erfolgreich sein kannst, musst du den richtigen Kontotyp wählen. Persönliches Konto: Perfekt für Creator*innen, Personen von öffentlichem Interesse, Künstler*innen und Influencer*innen. Business-Konto: Maßgeschneidert für \", \"result_type\": \"str\"}",
      "tool_call_id": "call_k3rOrKWIoi0FcnImwWmDpEXo"
    },
    {
      "role": "assistant",
      "content": "Need maybe YouTube creator tips.",
      "tool_calls": [
        {
          "id": "call_AxAEqAbhwWQNZl4VVMN4UIiH",
          "call_id": "call_AxAEqAbhwWQNZl4VVMN4UIiH",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0b941ec81918d650f9d1dd4f194",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://support.google.com/youtube/answer/141805\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need maybe YouTube creator tips."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10d0b8dbe8819190da3508c3171f08",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"https://support.google.com/youtube/answer/141805\", \"title\": \"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung - YouTube-Hilfe\", \"snapshot\": \"- generic\\n  - link \\\"Zum Hauptinhalt springen\\\" [ref=e1]\\n  - generic\\n    - banner\\n      - generic\\n        - button \\\"Hauptmenü\\\" [expanded=false, ref=e9]\\n          - image\\n        - link \\\"YouTube-Hilfe\\\" [ref=e19]\\n        - search\\n          - combobox \\\"Hier bitte Frage eingeben\\\" [expanded=false, ref=e27]\\n          - button \\\"Suchen in der Hilfe\\\" [ref=e20]\\n            - image\\n        - generic\\n          - button \\\"Google-Apps\\\" [expanded=false, ref=e31]\\n            - StaticText \\\"  \\\"\\n          - link \\\"Anmelden\\\" [ref=e21]\\n            - StaticText \\\"  \\\"\\n            - StaticText \\\"Anmelden\\\"\\n    - navigation \\\"Support page navigation bar\\\" [ref=e2]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Hilfe\\\" [ref=e28]\\n        - listitem [level=1]\\n          - link \\\"Community\\\" [ref=e29]\\n        - listitem [level=1]\\n          - link \\\"Tipps für Creator\\\" [ref=e30]\\n      - link \\\"YouTube (In neuem Fenster öffnen)\\\" [ref=e7]\\n        - StaticText \\\"YouTube\\\"\\n        - image\\n    - navigation \\\"Obere Navigationsleiste\\\" [ref=e3]\\n      - tablist\\n        - tab \\\"Problembehebung\\\" [ref=e10]\\n        - tab \\\"Videos ansehen\\\" [ref=e11]\\n        - tab \\\"Konto und Einstellungen verwalten\\\" [ref=e12]\\n        - tab \\\"YouTube mit Elternaufsicht\\\" [ref=e13]\\n        - tab \\\"YouTube Premium\\\" [ref=e14]\\n        - tab \\\"Kanal erstellen und ausbauen\\\" [selected, ref=e15]\\n        - tab \\\"Mit dem YouTube-Partnerprogramm Einnahmen erzielen\\\" [ref=e16]\\n        - tab \\\"Richtlinien, Sicherheit und Urheberrecht\\\" [ref=e17]\\n    - navigation \\\"Breadcrumbs\\\" [ref=e4]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Leistungsdaten mit YouTube Analytics analysieren\\\" [ref=e22]\\n            - StaticText \\\"Leistungsdaten mit YouTube Analytics analysieren\\\"\\n        - image\\n        - listitem [level=1]\\n          - link \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\" [ref=e23]\\n            - StaticText \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\"\\n    - generic \\\"Benachrichtigung\\\" [ref=e5] focusable [tabindex]\\n      - generic [ref=e8] focusable [tabindex]\\n        - paragraph\\n          - StaticText \\\"Folge \\\"\\n          - link \\\"@TeamYouTube auf X Opens in new window\\\" [ref=e24]\\n            - StaticText \\\"@TeamYouTube auf X\\\"\\n            - StaticText \\\"Opens in new window\\\"\\n          - StaticText \\\", um aktuelle Informationen und Antworten auf deine Fragen auf Französisch/Russisch zu erhalten. Wir helfen dir gern weiter!\\\"\\n        - button \\\"Schließen\\\" [ref=e18]\\n    - generic\\n      - main\\n        - generic\\n          - generic\\n            - article\\n              - generic\\n                - heading \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\" [level=1, ref=e39]\\n                - generic\\n                  - paragraph\\n                    - StaticText \\\"Das Such- und Empfehlungssystem von YouTube unterstützt Nutzer dabei, passende Videos zu finden und sorgt damit langfristig für maximale Zufriedenheit der Zuschauer. In den folgenden FAQs findest du Antworten auf deine Fragen zur Video- und Kanalleistung.\\\"\\n                  - paragraph\\n                    - Iframe \\\"Suche und Auffindbarkeit auf YouTube: FAQs zum Algorithmus und zur Leistung\\\" [ref=e50] clickable [cursor:pointer]\\n                      - generic\\n                        - generic \\\"YouTube-Videoplayer\\\"\\n                        - generic\\n                          - generic\\n                            - button \\\"Video abspielen\\\" [ref=e76]\\n                          - button \\\"Steuerelemente des Videoplayers ausblenden\\\" [ref=e75]\\n                          - generic\\n                          - link \\\"Suche und Auffindbarkeit auf YouTube: FAQs zum Algorithmus und zur Leistung\\\" [ref=e77]\\n                          - link \\\"YouTube Creators DE\\\" [ref=e78]\\n                          - generic\\n                            - button \\\"thumbnail-image\\\" [ref=e80]\\n                          - generic\\n                            - button \\\"Teilen\\\" [ref=e81]\\n                            - link \\\"Auf YouTube ansehen\\\" [ref=e79]\\n                  - generic\\n                    - link \\\"findest du hier\\\" [ref=e74]\\n                  - heading \\\"FAQs zur Auffindbarkeit\\\" [level=2, ref=e45]\\n                  - button \\\"Wie werden die empfohlenen Videos von YouTube ausgewählt?\\\" [expanded=false, ref=e51]\\n                  - button \\\"Wie werden meine Videos einem größeren Publikum vorgeschlagen?\\\" [expanded=false, ref=e52]\\n                  - button \\\"Wonach sind Videos auf der Startseite geordnet?\\\" [expanded=false, ref=e53]\\n                  - button \\\"Wie werden Videos für den Tab „Trends“ ausgewählt?\\\" [expanded=false, ref=e54]\\n                  - button \\\"Wonach sind Videos unter „Nächstes Video“ in den Vorschlägen geordnet?\\\" [expanded=false, ref=e55]\\n                  - button \\\"Wonach sind Videos in der Suche geordnet?\\\" [expanded=false, ref=e56]\\n                  - button \\\"Wird durch das Ändern des Titels oder des Thumbnails das Video vom Algorithmus neu bewertet?\\\" [expanded=false, ref=e57]\\n                  - button \\\"Wie kann ich Titel und Thumbnails für Suchanfragen optimieren?\\\" [expanded=false, ref=e58]\\n                  - button \\\"Wirkt sich der Monetarisierungsstatus (gelbes Symbol) auf die Auffindbarkeit meines Videos aus?\\\" [expanded=false, ref=e59]\\n                  - button \\\"Wie wichtig sind Tags?\\\" [expanded=false, ref=e60]\\n                  - button \\\"Kann ich mehr Zuschauer in einem bestimmten Land / einer Region erreichen, wenn ich dieses Land / diese Region als Standort meines Kanals angebe? (Beispiel: Ich ändere meinen Standort zu „USA“, obwohl ich in Brasilien bin.)\\\" [expanded=false, ref=e61]\\n                    - StaticText \\\"Kann ich mehr Zuschauer in einem bestimmten Land / einer Region erreichen, wenn ich dieses Land / diese Region als Standort meines Kanals angebe? (Beispiel: Ich ändere meinen Standort zu „USA“, obwohl ich in Brasilien bin.)\\\"\\n                  - button \\\"Wirken sich „Mag ich“- bzw. „Mag ich nicht“-Bewertungen auf die Empfehlung meiner Videos aus?\\\" [expanded=false, ref=e62]\\n                  - button \\\"Wenn ich ein Video als „nicht gelistet“ hochlade und es später öffentlich mache, wird die Videoleistung dadurch beeinträchtigt?\\\" [expanded=false, ref=e63]\\n                  - heading \\\"FAQs zur Leistung\\\" [level=2, ref=e46]\\n                  - button \\\"Schadet es der Kanalleistung, wenn eines meiner Videos schlecht abschneidet?\\\" [expanded=false, ref=e64]\\n                  - button \\\"Wird die Leistung meines Kanals beeinträchtigt, wenn ich eine Weile nichts hochlade?\\\" [expanded=false, ref=e65]\\n                  - button \\\"Muss ich täglich oder mindestens einmal pro Woche Videos hochladen?\\\" [expanded=false, ref=e66]\\n                  - button \\\"Wann ist der beste Zeitpunkt, um Videos zu veröffentlichen?\\\" [expanded=false, ref=e67]\\n                  - button \\\"Was ist wichtiger – der durchschnittliche Prozentsatz der Wiedergabe oder die durchschnittliche Wiedergabedauer?\\\" [expanded=false, ref=e68]\\n                  - button \\\"Warum sind meine Aufrufzahlen niedriger als meine Abonnentenzahl?\\\" [expanded=false, ref=e69]\\n                  - button \\\"Warum wird mein Kanal seltener über die Startseite oder die Videovorschläge aufgerufen?\\\" [expanded=false, ref=e70]\\n                  - button \\\"Ein altes Video wird seit Kurzem sehr oft angesehen. Warum?\\\" [expanded=false, ref=e71]\\n                  - button \\\"Wie wirkt sich die Kennzeichnung „Speziell für Kinder“ auf meine Videoleistung aus?\\\" [expanded=false, ref=e72]\\n                  - button \\\"Feedback zu diesem Artikel geben\\\" [ref=e73]\\n              - generic\\n                - heading \\\"War das hilfreich?\\\" [level=2, ref=e47]\\n                - button \\\"Ja (War das hilfreich?)\\\" [ref=e48]\\n                - button \\\"Nein (War das hilfreich?)\\\" [ref=e49]\\n            - heading \\\"Benötigen Sie weitere Hilfe?\\\" [level=2, ref=e32]\\n            - heading \\\"Mögliche weitere Schritte:\\\" [level=3, ref=e33]\\n\\n[... 32 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 81}",
      "tool_call_id": "call_AxAEqAbhwWQNZl4VVMN4UIiH"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_la0wDv5ML9N5g3CDeytegskk",
          "call_id": "call_la0wDv5ML9N5g3CDeytegskk",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0bffa908191ab8da66a82f6f89f",
          "type": "function",
          "function": {
            "name": "browser_click",
            "arguments": "{\"ref\":\"e68\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"clicked\": \"@e68\"}",
      "tool_call_id": "call_la0wDv5ML9N5g3CDeytegskk"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7GX6iheSFku6JxLwhxE0h59k",
          "call_id": "call_7GX6iheSFku6JxLwhxE0h59k",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0c2f8e08191b0fb8cc8472f9177",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"document.body.innerText.slice(document.body.innerText.indexOf('Was ist wichtiger'), document.body.innerText.indexOf('Warum sind meine Aufrufzahlen'))\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": \"Was ist wichtiger – der durchschnittliche Prozentsatz der Wiedergabe oder die durchschnittliche Wiedergabedauer?\\n\", \"result_type\": \"str\"}",
      "tool_call_id": "call_7GX6iheSFku6JxLwhxE0h59k"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_wV1siZXH0Wpgpt74UjBQMIEC",
          "call_id": "call_wV1siZXH0Wpgpt74UjBQMIEC",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0c655f08191916ace0783ca0c00",
          "type": "function",
          "function": {
            "name": "browser_snapshot",
            "arguments": "{\"full\":true}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"snapshot\": \"- generic\\n  - link \\\"Zum Hauptinhalt springen\\\" [ref=e1]\\n  - generic\\n    - banner\\n      - generic\\n        - button \\\"Hauptmenü\\\" [expanded=false, ref=e9]\\n          - image\\n        - link \\\"YouTube-Hilfe\\\" [ref=e19]\\n        - search\\n          - combobox \\\"Hier bitte Frage eingeben\\\" [expanded=false, ref=e27]\\n          - button \\\"Suchen in der Hilfe\\\" [ref=e20]\\n            - image\\n        - generic\\n          - button \\\"Google-Apps\\\" [expanded=false, ref=e31]\\n            - StaticText \\\"  \\\"\\n          - link \\\"Anmelden\\\" [ref=e21]\\n            - StaticText \\\"  \\\"\\n            - StaticText \\\"Anmelden\\\"\\n    - navigation \\\"Support page navigation bar\\\" [ref=e2]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Hilfe\\\" [ref=e28]\\n        - listitem [level=1]\\n          - link \\\"Community\\\" [ref=e29]\\n        - listitem [level=1]\\n          - link \\\"Tipps für Creator\\\" [ref=e30]\\n      - link \\\"YouTube (In neuem Fenster öffnen)\\\" [ref=e7]\\n        - StaticText \\\"YouTube\\\"\\n        - image\\n    - navigation \\\"Obere Navigationsleiste\\\" [ref=e3]\\n      - tablist\\n        - tab \\\"Problembehebung\\\" [ref=e10]\\n        - tab \\\"Videos ansehen\\\" [ref=e11]\\n        - tab \\\"Konto und Einstellungen verwalten\\\" [ref=e12]\\n        - tab \\\"YouTube mit Elternaufsicht\\\" [ref=e13]\\n        - tab \\\"YouTube Premium\\\" [ref=e14]\\n        - tab \\\"Kanal erstellen und ausbauen\\\" [selected, ref=e15]\\n        - tab \\\"Mit dem YouTube-Partnerprogramm Einnahmen erzielen\\\" [ref=e16]\\n        - tab \\\"Richtlinien, Sicherheit und Urheberrecht\\\" [ref=e17]\\n    - navigation \\\"Breadcrumbs\\\" [ref=e4]\\n      - list\\n        - listitem [level=1]\\n          - link \\\"Leistungsdaten mit YouTube Analytics analysieren\\\" [ref=e22]\\n            - StaticText \\\"Leistungsdaten mit YouTube Analytics analysieren\\\"\\n        - image\\n        - listitem [level=1]\\n          - link \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\" [ref=e23]\\n            - StaticText \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\"\\n    - generic \\\"Benachrichtigung\\\" [ref=e5] focusable [tabindex]\\n      - generic [ref=e8] focusable [tabindex]\\n        - paragraph\\n          - StaticText \\\"Folge \\\"\\n          - link \\\"@TeamYouTube auf X Opens in new window\\\" [ref=e24]\\n            - StaticText \\\"@TeamYouTube auf X\\\"\\n            - StaticText \\\"Opens in new window\\\"\\n          - StaticText \\\", um aktuelle Informationen und Antworten auf deine Fragen auf Französisch/Russisch zu erhalten. Wir helfen dir gern weiter!\\\"\\n        - button \\\"Schließen\\\" [ref=e18]\\n    - generic\\n      - main\\n        - generic\\n          - generic\\n            - article\\n              - generic\\n                - heading \\\"FAQs zur Leistung von Inhalten auf YouTube und Fehlerbehebung\\\" [level=1, ref=e39]\\n                - generic\\n                  - paragraph\\n                    - StaticText \\\"Das Such- und Empfehlungssystem von YouTube unterstützt Nutzer dabei, passende Videos zu finden und sorgt damit langfristig für maximale Zufriedenheit der Zuschauer. In den folgenden FAQs findest du Antworten auf deine Fragen zur Video- und Kanalleistung.\\\"\\n                  - paragraph\\n                    - Iframe \\\"Suche und Auffindbarkeit auf YouTube: FAQs zum Algorithmus und zur Leistung\\\" [ref=e50] clickable [cursor:pointer]\\n                      - generic\\n                        - generic \\\"YouTube-Videoplayer\\\"\\n                        - generic\\n                          - generic\\n                            - button \\\"Video abspielen\\\" [ref=e76]\\n                          - button \\\"Steuerelemente des Videoplayers ausblenden\\\" [ref=e75]\\n                          - generic\\n                          - link \\\"Suche und Auffindbarkeit auf YouTube: FAQs zum Algorithmus und zur Leistung\\\" [ref=e77]\\n                          - link \\\"YouTube Creators DE\\\" [ref=e78]\\n                            - StaticText \\\"YouTube Creators DE\\\"\\n                          - generic\\n                            - button \\\"thumbnail-image\\\" [ref=e80]\\n                              - image \\\"thumbnail-image\\\"\\n                            - StaticText \\\"YouTube Creators DE\\\"\\n                            - StaticText \\\"55.300 Abonnenten\\\"\\n                          - generic\\n                            - button \\\"Teilen\\\" [ref=e81]\\n                            - link \\\"Auf YouTube ansehen\\\" [ref=e79]\\n                              - StaticText \\\"Ansehen auf\\\"\\n                  - generic\\n                    - StaticText \\\"Tipps für Creator zur Auffindbarkeit von Videos \\\"\\n                    - link \\\"findest du hier\\\" [ref=e74]\\n                    - StaticText \\\".\\\"\\n                  - heading \\\"FAQs zur Auffindbarkeit\\\" [level=2, ref=e45]\\n                  - button \\\"Wie werden die empfohlenen Videos von YouTube ausgewählt?\\\" [expanded=false, ref=e51]\\n                    - StaticText \\\"Wie werden die empfohlenen Videos von YouTube ausgewählt?\\\"\\n                  - button \\\"Wie werden meine Videos einem größeren Publikum vorgeschlagen?\\\" [expanded=false, ref=e52]\\n                    - StaticText \\\"Wie werden meine Videos einem größeren Publikum vorgeschlagen?\\\"\\n                  - button \\\"Wonach sind Videos auf der Startseite geordnet?\\\" [expanded=false, ref=e53]\\n                    - StaticText \\\"Wonach sind Videos auf der Startseite geordnet?\\\"\\n                  - button \\\"Wie werden Videos für den Tab „Trends“ ausgewählt?\\\" [expanded=false, ref=e54]\\n                    - StaticText \\\"Wie werden Videos für den Tab „Trends“ ausgewählt?\\\"\\n                  - button \\\"Wonach sind Videos unter „Nächstes Video“ in den Vorschlägen geordnet?\\\" [expanded=false, ref=e55]\\n                    - StaticText \\\"Wonach sind Videos unter „Nächstes Video“ in den Vorschlägen geordnet?\\\"\\n                  - button \\\"Wonach sind Videos in der Suche geordnet?\\\" [expanded=false, ref=e56]\\n                    - StaticText \\\"Wonach sind Videos in der Suche geordnet?\\\"\\n                  - button \\\"Wird durch das Ändern des Titels oder des Thumbnails das Video vom Algorithmus neu bewertet?\\\" [expanded=false, ref=e57]\\n                    - StaticText \\\"Wird durch das Ändern des Titels oder des Thumbnails das Video vom Algorithmus neu bewertet?\\\"\\n                  - button \\\"Wie kann ich Titel und Thumbnails für Suchanfragen optimieren?\\\" [expanded=false, ref=e58]\\n                    - StaticText \\\"Wie kann ich Titel und Thumbnails für Suchanfragen optimieren?\\\"\\n                  - button \\\"Wirkt sich der Monetarisierungsstatus (gelbes Symbol) auf die Auffindbarkeit meines Videos aus?\\\" [expanded=false, ref=e59]\\n                    - StaticText \\\"Wirkt sich der Monetarisierungsstatus (gelbes Symbol) auf die Auffindbarkeit meines Videos aus?\\\"\\n                  - button \\\"Wie wichtig sind Tags?\\\" [expanded=false, ref=e60]\\n                    - StaticText \\\"Wie wichtig sind Tags?\\\"\\n                  - button \\\"Kann ich mehr Zuschauer in einem bestimmten Land / einer Region erreichen, wenn ich dieses Land / diese Region als Standort meines Kanals angebe? (Beispiel: Ich ändere meinen Standort zu „USA“, obwohl ich in Brasilien bin.)\\\" [expanded=false, ref=e61]\\n                    - StaticText \\\"Kann ich mehr Zuschauer in einem bestimmten Land / einer Region erreichen, wenn ich dieses Land / diese Region als Standort meines Kanals angebe? (Beispiel: Ich ändere meinen Standort zu „USA“, obwohl ich in Brasilien bin.)\\\"\\n                  - button \\\"Wirken sich „Mag ich“- bzw. „Mag ich nicht“-Bewertungen auf die Empfehlung meiner Videos aus?\\\" [expanded=false, ref=e62]\\n                    - StaticText \\\"Wirken sich „Mag ich“- bzw. „Mag ich nicht“-Bewertungen auf die Empfehlung meiner Videos aus?\\\"\\n                  - button \\\"Wenn ich ein Video als „nicht gelistet“ hochlade und es später öffentlich mache, wird die Videoleistung dadurch beeinträchtigt?\\\" [expanded=false, ref=e63]\\n                    - StaticText \\\"Wenn ich ein Video als „nicht gelistet“ hochlade und es später öffentlich mache, wird die Videoleistung dadurch beeinträchtigt?\\\"\\n                  - heading \\\"FAQs zur Leistung\\\" [level=2, ref=e46]\\n\\n[... 79 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 81}",
      "tool_call_id": "call_wV1siZXH0Wpgpt74UjBQMIEC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_V44w3xprRYbhNoySUJDyXwQU",
          "call_id": "call_V44w3xprRYbhNoySUJDyXwQU",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0cdb4688191a016e2226ab48b7b",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"Array.from(document.querySelectorAll('button')).find(b=>b.innerText.includes('Was ist wichtiger')).click(); 'clicked'\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENDOLAaHBoLHDLelRVheI26jbQlTQQ8wSzCVzsBjHSrRBCXCE1_D3RA9HReMQYZX7DYYQLYkrO9v2QsNgQk9OCH9yGGFBq2Q8P1HncfLL2bkQCpOuYP3Qb63rP_xj4bpJbxymVRctmf9RToeWw_xj4j6iZ6bePHM4aTRgwheHECdrYhEQwPwkxDojigM6IUL0xi6aq0MUkDLgd5uC_g69jSIJSzJuR_JW57curw0cpJnrKnVGhf361FMWf5x1sYIJy3oNjfL-04SlBgsx3I7ScxQ-NF5TCD7K5vtky5BmEdoCrzUCE-jysFUFEnbU30i0P2MiDlnDqWgwZCl0o3pSCKFQa-HQ1KIMIEOC_Uv_UxVuYKq-pWxmXh-fzNzVCUxbmQq31cJBoBDzRzhoqEgZ1jw-RE49cIX9T57xY0kWQI65LmfzDxaa35wgzGknRuggpp_GIuFTuKQAI24hM90iJDxeGNQVaFCZEV9jzFzzfnnb0DnRKBAnnbWsOK84T3rn6xO3a4OfDMxBDpGvqksA30XO9eOt4SEHmtwVR7ZbeRBVkKCwsl4JHEnFCcEJRLJzwoeg9UcIo0ppi94o9GKAy8YpzaMaoJlRSN4mfyxkL9JTQzrNES1x2KC9Nh92UTEZDTihL4J0VzQRse0ggYfwQAhkayRncVpZEfItDJqymAMpd9qSilzEGuezjQ9zsJ9H54VGy-BPingzE9JYQWrZ0_Ixav_gLtJNtoSwR3Stj-v5ebinWycwpMjG-JW7pmi9g_BkE8ObNDePvgRwE7gqM05U44rjIxG_glUjlE7WjBxIpD138K-R0jvfJ0v9R65XEc9ICSYnwDhOe2hHfJHHnw5zGIgaAtigS5EjVvFFYvzU67T9xyOJfdn_LGxBIknHN5aPL556rqRnQD_FKyBZr4dP4Y0Hl7P1DCJbRBWj-j8gmqOyD0L177JJG9tCL4qOL3OyQeeGycfyJn9ptIuD6UrPg==",
          "id": "rs_049e6b492e9f3d48016a10d0cbe5a8819186c3b017ef198dd8",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": false, \"error\": \"Evaluation error: TypeError: Cannot read properties of undefined (reading 'click')\\n    at <anonymous>:1:99\"}",
      "tool_call_id": "call_V44w3xprRYbhNoySUJDyXwQU"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_l8uYjCiwjLY3ErWpQXPSjbt9",
          "call_id": "call_l8uYjCiwjLY3ErWpQXPSjbt9",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0d33a888191b59cff05f4199540",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"todos\":[{\"id\":\"1\",\"content\":\"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\",\"status\":\"in_progress\"},{\"id\":\"2\",\"content\":\"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\",\"status\":\"pending\"},{\"id\":\"3\",\"content\":\"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\",\"status\":\"pending\"},{\"id\":\"4\",\"content\":\"Tests ausführen, committen und pushen\",\"status\":\"pending\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENDVTc8UmvQR2hmQrhSkmkASG2Fw-ukodctvVVSVz45LuRePoFD8g_RU7MEGdABv_brLGLjFzOPK4auSBp9jjjA_VnwkecSNiZ6dWHpAeP-9L0_ZE8nvFW0oD8cfW8V-OvpOHRp4Hf9RC1LDZnJn5SaFyx1o5OoyyMO_W2WieVD-xl_7lvdoGrwe7g_IxGrDy1E7d7zsjSy0eBnp0H71rfgExH7OzFQ6vuAjhRG1UBrRCoIS5mqb-AHuJQlhUx_ebeJHFZIsLxogcbzLAmB1qxc8Qok8Lmzi_R8F4z8XXG1OOxGOrCnlJqXGj4_kYRdq4q8kKhaCVxHrWvzsCUSmqLSBLvB74vqx94USUReFRyV_6ZXYIinWDhPE4ebCYf4ozfbzN_PZI__g8vlveR_fX5SY1MjQLZ5fEaXMcm2T2byid7_axKBeEBrX8Y-kaZU_q6iKCTUmQWVh6pZzpe1Bc2ey9JryRgj1kGIQbm8q1BMHk6ygwFQFc19qtzU_nkuh0XuVbaCm2okjdJFqmOwKf8f9y2-KvKO56ju1ZJoMNYV7uFRdw-W6cMoPssavOlkewGqvPBoTKW5Vlbrg6XTW-9D8pxzSC8EJ3i8xH9pxroKsCGD0wimAfZCpuCmGxqhK776o1pZikR02_vMJoP_IV1e5-THLq5xpNKTEcFSt-xnb4S1eyR3qyFSpa_TC9bSMU6mQc9b10DiH9TGzT4F4T7HmXOeSpmALuCG7b4KVB5Rct8WcnmTDCIyqvQIrNM2JRuh7qRFJZvI0JLxpnPG0ilZHjDnmP0AccVbHu23aSKJtfJUAuxtsk8xnb72lX_3aO_W8B8uxDcEagZJCjsx5ScAHSV51hNsnXyW3H-C2yPpMGpt4arR9SF6dD-em3hJVcrH8jezfIJYfMAura96ZsTDzbjVlRUkZ2UqmMVIhF7gSiLDhF2oZIMPjhFez0r5UwaNnrTHFfEk__Qf3Yw2rv_-C29iJkAwjCU7f9m_z8lsSTTvUR55FYz-779bR7nGIV0YH1Q7b6VHONgRLxh9fz81rJJpipthIbywDnMiXWb7qCk7-Wabgj-rC7DbKSg32b1sQrx_2qxnz_U8Ssr1KgntzaHdC5ZdpeisRIK7Mn7aRWeSLMGbBHS4vTfYM4bGdmx8LcSE8k3NUaPd6WpTfnLzOj6ux8nWcPaSLGrdA-4tVATkAUAvM0gicxC_1hbbE6NHnAcmiZ8P8BKX9pVNLYJG249e0Tbp7GNdiHmrecA-1Lt0Ml5QPbmYz0SebuSjbfGLGcBk8gGtmkg2CPXTpberjfIimPwMCcbOPW3Vsa0Uccva6uF4Il4KZ-pBgDorJt1tnC6Ih8buXbW-yEwirNG5kxHYew-pMiKSqe6z48nWBIZO20ka6WEJVb6SwpBZh1tGfrGth9q666GLcyemMTCBaKCw4pI0iv6X6UfSCPh8iCQs90EGjgVV-BTrxpZCKtRjKBjpwFMVEYO3koBXoVGMGVv2SyyCfQHfYpdeCbNt0159zzrbKZZqvVmxlsA5fOU2yusjAP0dSKCgx8QfTz88VyXnDLaIfF_oKAhFGe6oSLZCyAYrdCEtVIm1ZJygHCiiMHJ1nmULlfS_iYCfT5FQ2Nzr38lmvnd12puAANHbmNe1uZfu-VAOyhkWNl408YnSaZyLi_aERrv_vh97ct1G-rcFrz5dFwLS95qXIlSoBc7oRDg1euBJaM-S4mHqqhigMyicKp8RXMMkImY8WWnhKBSzeCB0U_LEJi9oWogPSe_J3W4v1Ek9kZLLb5bmg515y",
          "id": "rs_049e6b492e9f3d48016a10d0d0583881919fd0efa964d98578",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\", \"status\": \"in_progress\"}, {\"id\": \"2\", \"content\": \"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\", \"status\": \"pending\"}, {\"id\": \"3\", \"content\": \"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 3, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}",
      "tool_call_id": "call_l8uYjCiwjLY3ErWpQXPSjbt9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_e5JzdsRmCI60bMB47lElSfMt",
          "call_id": "call_e5JzdsRmCI60bMB47lElSfMt",
          "response_item_id": "fc_049e6b492e9f3d48016a10d0f01f4081919486b8299a8caae7",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from autoshorts.retention import score_hook, score_idea_retention\\n\\n\\ndef test_score_hook_rewards_specific_tension_and_direct_address():\\n    weak = score_hook(\\\"Here are some productivity tips\\\")\\n    strong = score_hook(\\\"If your brain has 47 tabs open, do this before opening TikTok.\\\")\\n\\n    assert strong[\\\"score\\\"] > weak[\\\"score\\\"]\\n    assert \\\"specificity\\\" in strong[\\\"signals\\\"]\\n    assert \\\"direct_address\\\" in strong[\\\"signals\\\"]\\n    assert \\\"open_loop\\\" in strong[\\\"signals\\\"]\\n\\n\\ndef test_score_idea_retention_penalizes_slow_generic_intros():\\n    idea = {\\n        \\\"hook\\\": \\\"In this video I will talk about productivity tips.\\\",\\n        \\\"duration_seconds\\\": 75,\\n        \\\"visual_concept\\\": \\\"Static slideshow with abstract background.\\\",\\n        \\\"script_outline\\\": \\\"Some generic advice about habits and routines.\\\",\\n        \\\"cta\\\": \\\"Follow for more.\\\",\\n    }\\n\\n    result = score_idea_retention(idea)\\n\\n    assert result[\\\"score\\\"] < 7\\n    assert \\\"slow_intro\\\" in result[\\\"risks\\\"]\\n    assert \\\"generic_value\\\" in result[\\\"risks\\\"]\\n\\n\\ndef test_score_idea_retention_accepts_strong_testbatch_candidate():\\n    idea = {\\n        \\\"hook\\\": \\\"You do not need more discipline. You need a smaller first step.\\\",\\n        \\\"duration_seconds\\\": 38,\\n        \\\"visual_concept\\\": \\\"Pattern interrupt: messy desk becomes one tiny next action with timer and captions.\\\",\\n        \\\"script_outline\\\": \\\"Challenge the discipline myth, show the two-minute starter, give one concrete example, close the loop.\\\",\\n        \\\"cta\\\": \\\"Comment START if you want the template.\\\",\\n    }\\n\\n    result = score_idea_retention(idea)\\n\\n    assert result[\\\"score\\\"] >= 8\\n    assert not result[\\\"risks\\\"]\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_retention.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1608, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_retention.py\\\">\\nERROR [1:6] Import \\\"autoshorts.retention\\\" could not be resolved [reportMissingImports] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_e5JzdsRmCI60bMB47lElSfMt"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Mha2WuYEksAKh5xYAUI4O5eA",
          "call_id": "call_Mha2WuYEksAKh5xYAUI4O5eA",
          "response_item_id": "fc_049e6b492e9f3d48016a10d10528048191bf4be7daa65275c2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_retention.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n___________________ ERROR collecting tests/test_retention.py ___________________\\nImportError while importing test module '/home/agent/jarvis_runtime/AutoShortsBot/tests/test_retention.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/test_retention.py:1: in <module>\\n    from autoshorts.retention import score_hook, score_idea_retention\\nE   ModuleNotFoundError: No module named 'autoshorts.retention'\\n=========================== short test summary info ============================\\nERROR tests/test_retention.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.10s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_Mha2WuYEksAKh5xYAUI4O5eA"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_z7tlafYrSbtWHAOPpAPTv1gY",
          "call_id": "call_z7tlafYrSbtWHAOPpAPTv1gY",
          "response_item_id": "fc_049e6b492e9f3d48016a10d108d39481918ee506864aa555ab",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"\\\"\\\"\\\"Heuristic retention scoring for short-form ideas.\\n\\nThe goal is not to predict virality perfectly. The goal is to reject obvious\\nscroll-past drafts before rendering: slow intros, generic advice, static visuals,\\nand weak payoffs.\\n\\\"\\\"\\\"\\n\\nfrom __future__ import annotations\\n\\nimport re\\nfrom typing import Any\\n\\nDIRECT_ADDRESS = (\\\"you\\\", \\\"your\\\", \\\"du\\\", \\\"dein\\\", \\\"deine\\\", \\\"dich\\\")\\nOPEN_LOOP = (\\\"do this\\\", \\\"mach\\\", \\\"before\\\", \\\"bevor\\\", \\\"why\\\", \\\"warum\\\", \\\"not\\\", \\\"nicht\\\", \\\"instead\\\")\\nGENERIC_TERMS = (\\\"tips\\\", \\\"tipps\\\", \\\"habits\\\", \\\"routines\\\", \\\"productivity\\\", \\\"motivation\\\", \\\"mindset\\\")\\nSPECIFIC_MARKERS = re.compile(r\\\"\\\\b(\\\\d+|one|two|three|first|last|minute|minutes|sekunden|minute|tabs|tiktok|ki|ai)\\\\b\\\", re.I)\\nSLOW_INTRO_MARKERS = (\\n    \\\"in this video\\\",\\n    \\\"in diesem video\\\",\\n    \\\"today i will\\\",\\n    \\\"heute werde ich\\\",\\n    \\\"i will talk\\\",\\n    \\\"we will discuss\\\",\\n)\\nVISUAL_ENERGY_MARKERS = (\\n    \\\"pattern interrupt\\\",\\n    \\\"before/after\\\",\\n    \\\"messy\\\",\\n    \\\"timer\\\",\\n    \\\"captions\\\",\\n    \\\"screen recording\\\",\\n    \\\"cards\\\",\\n    \\\"close-up\\\",\\n    \\\"schnelle\\\",\\n    \\\"cut\\\",\\n)\\nCOMMENT_CTA_MARKERS = (\\\"comment\\\", \\\"kommentar\\\", \\\"write\\\", \\\"schreib\\\", \\\"reply\\\", \\\"antwort\\\", \\\"start\\\", \\\"reset\\\")\\n\\n\\ndef _contains_any(text: str, markers: tuple[str, ...]) -> bool:\\n    lower = text.lower()\\n    return any(marker in lower for marker in markers)\\n\\n\\ndef score_hook(hook: str) -> dict[str, Any]:\\n    \\\"\\\"\\\"Score a hook for first-second retention signals.\\\"\\\"\\\"\\n    signals: list[str] = []\\n    risks: list[str] = []\\n    score = 3\\n    lower = hook.lower()\\n\\n    if _contains_any(lower, DIRECT_ADDRESS):\\n        score += 1\\n        signals.append(\\\"direct_address\\\")\\n    if _contains_any(lower, OPEN_LOOP):\\n        score += 2\\n        signals.append(\\\"open_loop\\\")\\n    if SPECIFIC_MARKERS.search(hook):\\n        score += 2\\n        signals.append(\\\"specificity\\\")\\n    if any(token in lower for token in (\\\"not\\\", \\\"nicht\\\", \\\"without\\\", \\\"ohne\\\", \\\"stop\\\", \\\"stopp\\\")):\\n        score += 1\\n        signals.append(\\\"tension\\\")\\n    if len(hook.split()) <= 14:\\n        score += 1\\n        signals.append(\\\"short_hook\\\")\\n    if _contains_any(lower, SLOW_INTRO_MARKERS):\\n        score -= 4\\n        risks.append(\\\"slow_intro\\\")\\n    if hook.endswith(\\\".\\\") and not signals:\\n        score -= 1\\n        risks.append(\\\"flat_statement\\\")\\n\\n    return {\\\"score\\\": max(0, min(score, 10)), \\\"signals\\\": signals, \\\"risks\\\": risks}\\n\\n\\ndef score_idea_retention(idea: dict[str, Any]) -> dict[str, Any]:\\n    \\\"\\\"\\\"Score an idea using hook, pacing, visual energy, value, and CTA.\\\"\\\"\\\"\\n    hook_result = score_hook(str(idea.get(\\\"hook\\\", \\\"\\\")))\\n    score = hook_result[\\\"score\\\"]\\n    risks = list(hook_result[\\\"risks\\\"])\\n    signals = list(hook_result[\\\"signals\\\"])\\n\\n    duration = int(idea.get(\\\"duration_seconds\\\", 0))\\n    visual = str(idea.get(\\\"visual_concept\\\", \\\"\\\"))\\n    outline = str(idea.get(\\\"script_outline\\\", \\\"\\\"))\\n    cta = str(idea.get(\\\"cta\\\", \\\"\\\"))\\n    combined_value = f\\\"{outline} {visual}\\\".lower()\\n\\n    if 20 <= duration <= 45:\\n        score += 1\\n        signals.append(\\\"growth_duration\\\")\\n    elif 60 <= duration <= 75:\\n        signals.append(\\\"monetization_duration\\\")\\n    elif duration > 90:\\n        score -= 2\\n        risks.append(\\\"too_long_for_unproven_format\\\")\\n\\n    if _contains_any(visual, VISUAL_ENERGY_MARKERS):\\n        score += 1\\n        signals.append(\\\"visual_energy\\\")\\n    elif \\\"static\\\" in visual.lower() or \\\"slideshow\\\" in visual.lower():\\n        score -= 2\\n        risks.append(\\\"static_visuals\\\")\\n\\n    generic_count = sum(1 for term in GENERIC_TERMS if term in combined_value)\\n    concrete_markers = sum(\\n        1\\n        for term in (\\\"example\\\", \\\"template\\\", \\\"timer\\\", \\\"calendar\\\", \\\"prompt\\\", \\\"before\\\", \\\"after\\\", \\\"two-minute\\\", \\\"2-minute\\\")\\n        if term in combined_value\\n    )\\n    if generic_count >= 2 and concrete_markers == 0:\\n        score -= 2\\n        risks.append(\\\"generic_value\\\")\\n    elif concrete_markers:\\n        score += 1\\n        signals.append(\\\"concrete_payoff\\\")\\n\\n    if _contains_any(cta, COMMENT_CTA_MARKERS):\\n        score += 1\\n        signals.append(\\\"comment_trigger\\\")\\n\\n    return {\\n        \\\"score\\\": max(0, min(score, 10)),\\n        \\\"signals\\\": sorted(set(signals)),\\n        \\\"risks\\\": sorted(set(risks)),\\n    }\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/retention.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 4084, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_z7tlafYrSbtWHAOPpAPTv1gY"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7gwhxKbU6q9Vgqb1jepq6ZXQ",
          "call_id": "call_7gwhxKbU6q9Vgqb1jepq6ZXQ",
          "response_item_id": "fc_049e6b492e9f3d48016a10d123fd708191ad698cbbdecfe89e",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\"]\",\"old_string\":\"__all__ = [\\\"growth_plan\\\", \\\"script_drafts\\\"]\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n@@ -1,3 +1,3 @@\\n \\\"\\\"\\\"AutoShortsBot growth engine package.\\\"\\\"\\\"\\n \\n-__all__ = [\\\"growth_plan\\\", \\\"script_drafts\\\"]\\n+__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\"]\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_7gwhxKbU6q9Vgqb1jepq6ZXQ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_S9PrzbLu5yweYKUacLiqBiph",
          "call_id": "call_S9PrzbLu5yweYKUacLiqBiph",
          "response_item_id": "fc_049e6b492e9f3d48016a10d12a7b1081919168dd57374359e2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_retention.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"...                                                                      [100%]\\n3 passed in 0.03s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_S9PrzbLu5yweYKUacLiqBiph"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_kycfs7FsrpuMiz1YQ1BP2y6Z",
          "call_id": "call_kycfs7FsrpuMiz1YQ1BP2y6Z",
          "response_item_id": "fc_049e6b492e9f3d48016a10d12e850881919cb0cd8d05a97ebf",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\",\"id\":\"2\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\", \"status\": \"in_progress\"}, {\"id\": \"3\", \"content\": \"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 2, \"in_progress\": 1, \"completed\": 1, \"cancelled\": 0}}",
      "tool_call_id": "call_kycfs7FsrpuMiz1YQ1BP2y6Z"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_s39bAaFxNC0VZbCi89ibg4pC",
          "call_id": "call_s39bAaFxNC0VZbCi89ibg4pC",
          "response_item_id": "fc_049e6b492e9f3d48016a10d133fc1481918badc1282b0d77b1",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"# Retention Research Notes\\n\\n_Last checked: 2026-05-22_\\n\\n## Sources checked\\n\\n- TikTok Creator Academy / Creator Rewards material.\\n- TikTok Creator Rewards Program Terms.\\n- YouTube Help: YouTube Partner Program and performance/discovery FAQs.\\n\\n## Findings that affect AutoShortsBot\\n\\n### TikTok\\n\\n- Creator Rewards content must be original, high quality, and longer than 1 minute.\\n- Reward-eligible videos need at least 1,000 qualified views.\\n- Qualified views require at least 5 seconds of watch time; search views require longer watch time.\\n- TikTok explicitly pushes: creativity, meaningful conversation, niche expertise, unique perspective, 1080p+ quality.\\n- TikTok flags low-quality patterns: copied/minimally changed content, split screens, meaningless reactions, blurry visuals, pure slideshow videos, clickbait with no value.\\n- TikTok recommends analytics-driven iteration and repurposing longer videos into 1min+ clips.\\n\\n### YouTube\\n\\n- YouTube's recommendation system optimizes for viewer satisfaction over time, not just uploads or tags.\\n- Shorts can be vertical/square and up to 3 minutes.\\n- YPP Shorts route: 1,000 subscribers plus 10M valid public Shorts views in 90 days.\\n- For new channels, strong early retention and viewer satisfaction matter more than broad generic topics.\\n\\n## Practical retention hypotheses\\n\\nPeople are more likely to stop scrolling when a short has:\\n\\n1. **Immediate self-relevance** — “If your brain has 47 tabs open...”\\n2. **Open loop** — “do this before...”, “why...”, “stop...”, “not...”\\n3. **Specificity** — numbers, concrete situations, named platforms/tools.\\n4. **Tension/contrarian angle** — challenges a common belief without cheap outrage.\\n5. **Concrete payoff** — template, exact step, before/after, visible transformation.\\n6. **Visual pattern interrupt** — movement/change in first 1–2 seconds, not static AI art.\\n7. **Conversation trigger** — a specific question or comment keyword.\\n8. **Niche authority** — a recognisable point of view, not generic advice.\\n\\n## Operating rules\\n\\n- Pause FaithTok/religious topics for now; mixing religion and AI is sensitive and brand-risky.\\n- Test Life Optimization + AI Life Systems first.\\n- Replace generic “4 tips” scripts with myth-busting, before/after, exact workflow, and confession formats.\\n- For growth: prefer 25–45s.\\n- For TikTok monetization experiments: make selected 61–75s versions only after the hook is strong.\\n- Reject slow intros such as “In this video...” automatically.\\n- Reject static slideshow / abstract AI backgrounds unless a human-readable hook and motion are added.\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/docs/retention_research.md\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 2623, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_s39bAaFxNC0VZbCi89ibg4pC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_PAn6BE49KrX4A4274sp9gGF0",
          "call_id": "call_PAn6BE49KrX4A4274sp9gGF0",
          "response_item_id": "fc_049e6b492e9f3d48016a10d146ab7881919b8044d7c00fdda0",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"{\\n  \\\"status\\\": \\\"paused\\\",\\n  \\\"reason\\\": \\\"Religious topics are intentionally paused because mixing Christian/FaithTok messaging with AI positioning is sensitive and could confuse the channel brand.\\\",\\n  \\\"allowed_future_use\\\": \\\"Only revisit with explicit user approval and a separate brand/channel strategy.\\\"\\n}\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/configs/niches/faithtok.json\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 303, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_PAn6BE49KrX4A4274sp9gGF0"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_6NFEqTtnYpZUp6efXS58scLr",
          "call_id": "call_6NFEqTtnYpZUp6efXS58scLr",
          "response_item_id": "fc_049e6b492e9f3d48016a10d14be5f081918dccf2e8eea982cd",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"{\\n  \\\"pillar\\\": \\\"attention_design\\\",\\n  \\\"positioning\\\": \\\"Practical digital attention design: stop being pulled by feeds, notifications, and defaults; rebuild attention with small systems.\\\",\\n  \\\"tone\\\": [\\\"sharp\\\", \\\"specific\\\", \\\"useful\\\", \\\"anti-doomscrolling\\\", \\\"non-moralising\\\"],\\n  \\\"hook_patterns\\\": [\\n    \\\"Your phone is not addictive by accident.\\\",\\n    \\\"If you check your phone before your feet touch the floor...\\\",\\n    \\\"The algorithm does not need your life to be better. It needs you to stay.\\\"\\n  ],\\n  \\\"visual_rules\\\": [\\n    \\\"phone in first frame\\\",\\n    \\\"visible before/after change\\\",\\n    \\\"timer, greyscale, home-screen cleanup\\\",\\n    \\\"no static slideshow\\\"\\n  ],\\n  \\\"no_go\\\": [\\n    \\\"platform-bashing without value\\\",\\n    \\\"moral panic\\\",\\n    \\\"generic digital detox advice without a concrete action\\\"\\n  ]\\n}\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/configs/niches/attention_design.json\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 785, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_6NFEqTtnYpZUp6efXS58scLr"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_bewIY8q7Yh3NgTcCEJbrJ07A",
          "call_id": "call_bewIY8q7Yh3NgTcCEJbrJ07A",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1543a4c81919d84c2846a60104f",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"{\\n  \\\"name\\\": \\\"testbatch_002_retention_probe_no_faith\\\",\\n  \\\"objective\\\": \\\"Test high-retention Life Optimization, AI Life Systems, and Attention Design ideas while pausing religious/FaithTok themes.\\\",\\n  \\\"approval_mode\\\": \\\"telegram_required_before_posting\\\",\\n  \\\"research_basis\\\": \\\"docs/retention_research.md\\\",\\n  \\\"ideas\\\": [\\n    {\\n      \\\"id\\\": \\\"life-004\\\",\\n      \\\"pillar\\\": \\\"life_optimization\\\",\\n      \\\"title\\\": \\\"You do not need more discipline\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 38,\\n      \\\"hook\\\": \\\"You do not need more discipline. You need a smaller first step.\\\",\\n      \\\"script_outline\\\": \\\"Challenge the discipline myth, show the two-minute starter, give one concrete example, close the loop: action creates clarity, not the other way around.\\\",\\n      \\\"visual_concept\\\": \\\"Pattern interrupt: messy desk becomes one tiny next action with timer and captions.\\\",\\n      \\\"caption\\\": \\\"Stop worshipping discipline. Shrink the first step.\\\",\\n      \\\"cta\\\": \\\"Comment START if you want the template.\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"No health claims; practical productivity framing.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"life-005\\\",\\n      \\\"pillar\\\": \\\"life_optimization\\\",\\n      \\\"title\\\": \\\"Your to-do list is an anxiety museum\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 42,\\n      \\\"hook\\\": \\\"Your to-do list might not be a plan. It might be an anxiety museum.\\\",\\n      \\\"script_outline\\\": \\\"Turn one overwhelming list into three buckets: do today, schedule later, delete. The payoff is one next action, not a prettier list.\\\",\\n      \\\"visual_concept\\\": \\\"Before/after: chaotic paper list split into three labelled cards, fast cuts, large captions.\\\",\\n      \\\"caption\\\": \\\"A list is not a plan until it chooses what you will ignore.\\\",\\n      \\\"cta\\\": \\\"Which task belongs in delete?\\\",\\n      \\\"quality_score\\\": 9,\\n      \\\"risk_notes\\\": \\\"Avoid clinical anxiety language beyond metaphor.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"life-006\\\",\\n      \\\"pillar\\\": \\\"life_optimization\\\",\\n      \\\"title\\\": \\\"The calendar exposes the lie\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 33,\\n      \\\"hook\\\": \\\"Your values are not in your notes app. They are in your calendar.\\\",\\n      \\\"script_outline\\\": \\\"Show the gap between stated priorities and scheduled time. Pick one value, block 20 minutes this week, and protect it like a meeting.\\\",\\n      \\\"visual_concept\\\": \\\"Calendar screen recording, one red empty week, one protected green block; crisp captions.\\\",\\n      \\\"caption\\\": \\\"If it matters, it eventually needs a time block.\\\",\\n      \\\"cta\\\": \\\"What value needs a calendar block this week?\\\",\\n      \\\"quality_score\\\": 9,\\n      \\\"risk_notes\\\": \\\"No personal calendar data shown.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"ai-004\\\",\\n      \\\"pillar\\\": \\\"ai_life_systems\\\",\\n      \\\"title\\\": \\\"Stop asking AI to think for you\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 41,\\n      \\\"hook\\\": \\\"Stop asking AI to think for you. Ask it to argue with you.\\\",\\n      \\\"script_outline\\\": \\\"Use AI as a challenger: list assumptions, find weak spots, suggest alternatives, then you decide. Better thinking, not outsourced thinking.\\\",\\n      \\\"visual_concept\\\": \\\"Screen recording with prompt cards: assumptions, weak spots, alternatives, decision; human checkmark at end.\\\",\\n      \\\"caption\\\": \\\"AI is more useful as a critic than as a guru.\\\",\\n      \\\"cta\\\": \\\"Comment CRITIC if you want the prompt.\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"Keep human decision authority explicit.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"ai-005\\\",\\n      \\\"pillar\\\": \\\"ai_life_systems\\\",\\n      \\\"title\\\": \\\"The 4-box prompt for mental overload\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 61,\\n      \\\"hook\\\": \\\"If your brain has 47 tabs open, paste the mess into this 4-box prompt.\\\",\\n      \\\"script_outline\\\": \\\"Brain dump to AI, ask for four boxes: tasks, worries, decisions, later. Then ask for one next action under two minutes. Show exact prompt structure.\\\",\\n      \\\"visual_concept\\\": \\\"Before/after screen recording: chaotic paragraph becomes four clean cards; timer starts at the end.\\\",\\n      \\\"caption\\\": \\\"Do not ask AI for motivation. Ask it for structure.\\\",\\n      \\\"cta\\\": \\\"Comment RESET and I will turn this into a template.\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"Not therapy; frame as organisation aid.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"ai-006\\\",\\n      \\\"pillar\\\": \\\"ai_life_systems\\\",\\n      \\\"title\\\": \\\"A real AI assistant needs an approval gate\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 75,\\n      \\\"hook\\\": \\\"The most important part of an AI assistant is not the model. It is the approval gate.\\\",\\n      \\\"script_outline\\\": \\\"Explain memory, tools, draft actions, and human approval before side effects. Show why powerful automation without confirmation becomes risk, not leverage.\\\",\\n      \\\"visual_concept\\\": \\\"Animated system diagram: request, memory, tools, draft, approval gate, action; red stop line before posting/sending.\\\",\\n      \\\"caption\\\": \\\"Automation without approval is not intelligence. It is liability.\\\",\\n      \\\"cta\\\": \\\"Should I build this as a series?\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"No secrets or real private data in visuals.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"attention-001\\\",\\n      \\\"pillar\\\": \\\"attention_design\\\",\\n      \\\"title\\\": \\\"Your phone wins before breakfast\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 36,\\n      \\\"hook\\\": \\\"If you touch your phone before your feet touch the floor, your day already has an owner.\\\",\\n      \\\"script_outline\\\": \\\"Show morning phone reflex, then replace it with a 60-second no-input rule: stand up, water, light, one sentence plan.\\\",\\n      \\\"visual_concept\\\": \\\"Close-up phone alarm, thumb reaches, freeze-frame, hard cut to water/light/notebook; bold captions.\\\",\\n      \\\"caption\\\": \\\"Your first input shapes your first hour.\\\",\\n      \\\"cta\\\": \\\"Try the no-input minute tomorrow.\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"Avoid shame; frame as experiment.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"attention-002\\\",\\n      \\\"pillar\\\": \\\"attention_design\\\",\\n      \\\"title\\\": \\\"The algorithm does not need you happy\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 67,\\n      \\\"hook\\\": \\\"The algorithm does not need you happy. It needs you to stay.\\\",\\n      \\\"script_outline\\\": \\\"Explain attention incentives without conspiracy. Then give three design moves: greyscale, remove default apps, set a leaving cue before opening feeds.\\\",\\n      \\\"visual_concept\\\": \\\"Fast phone UI montage, greyscale switch, app removal, timer/leaving cue; not static slideshow.\\\",\\n      \\\"caption\\\": \\\"Design beats willpower when the feed is engineered better than your intentions.\\\",\\n      \\\"cta\\\": \\\"Which app gets moved off your home screen today?\\\",\\n      \\\"quality_score\\\": 10,\\n      \\\"risk_notes\\\": \\\"Do not imply specific hidden manipulation; speak generally about incentives.\\\"\\n    },\\n    {\\n      \\\"id\\\": \\\"attention-003\\\",\\n      \\\"pillar\\\": \\\"attention_design\\\",\\n      \\\"title\\\": \\\"The 5-second rule for opening any app\\\",\\n      \\\"platform_target\\\": [\\\"youtube_shorts\\\", \\\"tiktok\\\", \\\"instagram_reels\\\"],\\n      \\\"duration_seconds\\\": 31,\\n      \\\"hook\\\": \\\"Before you open any app, give it a job description.\\\",\\n      \\\"script_outline\\\": \\\"Pause for five seconds, say why you are opening it, set exit condition, then open. If there is no job, do not hire the app.\\\",\\n      \\\"visual_concept\\\": \\\"Hand hovers over app, text overlay 'What is the job?', five-second countdown, exit condition card.\\\",\\n      \\\"caption\\\": \\\"Apps become tools again when they need a job description.\\\",\\n      \\\"cta\\\": \\\"Comment the app that steals the most time.\\\",\\n      \\\"quality_score\\\": 9,\\n      \\\"risk_notes\\\": \\\"No platform attack; behaviour-design framing.\\\"\\n    }\\n  ]\\n}\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/data/drafts/testbatch_002.json\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 7846, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_bewIY8q7Yh3NgTcCEJbrJ07A"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_QV2uj99D1WQERoQeLEcxcE37",
          "call_id": "call_QV2uj99D1WQERoQeLEcxcE37",
          "response_item_id": "fc_049e6b492e9f3d48016a10d17e7b9881918a5a8bb741062141",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.retention import score_idea_retention\\n\\n\\ndef test_testbatch_002_pauses_faithtok_and_uses_three_non_religious_pillars():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n\\n    summary = validate_testbatch(batch)\\n\\n    assert summary[\\\"total_ideas\\\"] == 9\\n    assert summary[\\\"pillars\\\"] == {\\n        \\\"ai_life_systems\\\": 3,\\n        \\\"attention_design\\\": 3,\\n        \\\"life_optimization\\\": 3,\\n    }\\n    assert \\\"faithtok\\\" not in {idea[\\\"pillar\\\"] for idea in batch[\\\"ideas\\\"]}\\n\\n\\ndef test_testbatch_002_meets_retention_threshold():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n\\n    scores = [score_idea_retention(idea)[\\\"score\\\"] for idea in batch[\\\"ideas\\\"]]\\n\\n    assert min(scores) >= 8\\n    assert sum(1 for idea in batch[\\\"ideas\\\"] if idea[\\\"duration_seconds\\\"] >= 60) == 3\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_testbatch_002.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 899, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_QV2uj99D1WQERoQeLEcxcE37"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_m7eB3AuyI8fHIohLoJWqmmkb",
          "call_id": "call_m7eB3AuyI8fHIohLoJWqmmkb",
          "response_item_id": "fc_049e6b492e9f3d48016a10d18794688191bd05b5fdcaa62597",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_testbatch_002.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"F.                                                                       [100%]\\n=================================== FAILURES ===================================\\n___ test_testbatch_002_pauses_faithtok_and_uses_three_non_religious_pillars ____\\n\\n    def test_testbatch_002_pauses_faithtok_and_uses_three_non_religious_pillars():\\n        batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n    \\n        summary = validate_testbatch(batch)\\n    \\n        assert summary[\\\"total_ideas\\\"] == 9\\n>       assert summary[\\\"pillars\\\"] == {\\n            \\\"ai_life_systems\\\": 3,\\n            \\\"attention_design\\\": 3,\\n            \\\"life_optimization\\\": 3,\\n        }\\nE       AssertionError: assert {'ai_life_sys...imization': 3} == {'ai_life_sys...imization': 3}\\nE         \\nE         Omitting 2 identical items, use -vv to show\\nE         Left contains 1 more item:\\nE         {'faithtok': 0}\\nE         Right contains 1 more item:\\nE         {'attention_design': 3}\\nE         Use -v to get more diff\\n\\ntests/test_testbatch_002.py:13: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/test_testbatch_002.py::test_testbatch_002_pauses_faithtok_and_uses_three_non_religious_pillars\\n1 failed, 1 passed in 0.05s\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_m7eB3AuyI8fHIohLoJWqmmkb"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_dcmQ4Xd9BdcFL5tfHnrYjCmp",
          "call_id": "call_dcmQ4Xd9BdcFL5tfHnrYjCmp",
          "response_item_id": "fc_049e6b492e9f3d48016a10d18dcb808191b911f08654272b06",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"old_string\":\"EXPECTED_PILLARS = {\\\"life_optimization\\\", \\\"ai_life_systems\\\", \\\"faithtok\\\"}\\n\\n\\ndef load_testbatch(path: Path) -> dict[str, Any]:\",\"new_string\":\"\\n\\ndef load_testbatch(path: Path) -> dict[str, Any]:\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Adjusting growth plans**\n\nI need to update the growth plan to reflect expected dynamics. However, earlier tests were based on the exact old data. Should I adjust to a dynamic union? The existing tests seem to expect a fixed faith structure. I could modify the validate function to return the actual pillars sorted, possibly updating the old tests for testbatch_001. If the actual data aligns, that could work. Implementing dynamic adjustments sounds like the next step!",
      "reasoning_content": "**Adjusting growth plans**\n\nI need to update the growth plan to reflect expected dynamics. However, earlier tests were based on the exact old data. Should I adjust to a dynamic union? The existing tests seem to expect a fixed faith structure. I could modify the validate function to return the actual pillars sorted, possibly updating the old tests for testbatch_001. If the actual data aligns, that could work. Implementing dynamic adjustments sounds like the next step!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENGOyHVkE-RugkNY0u-CGzB2X_pGzUAAuWiGh78ogED9p18chUK4g7whHt3f9xZWLmv28n4L5SxrMKJ_muumXNPZ0fE0e7FPWY6vamDil0DviG3bWywaJurlUbs17eh40iIDq1R4zoIKjg02Mr9OV-zLQ5PckuGrZgXJnz4ojdU_s-f37NYPmtGkTAICNlybBTm7neMcDSnP_BQxd2DtKbdAc-qfpqAo1vCNhaXZjsfHzJpnOIKx3LRQjj2_djjtrmduRkgNCZn2_9Me1RiNs1OUJ5ezamp9BZ_cYrpqa0c78u-hi3bL9Jbsw7a5IAcx5HFzZ0o_xOZwrnzTCXkyxiOFc3GWn-LHQ797iBe9pXUbp2ZgF9wHU162Owkz7ee7eVxdOAw1xIoM_pMT2zOnwXtWaa397O55z9xaF6RIRwLW4LcsnhWVyb6r2-InxLh7diYZdgPx5dS76WRNSV-zL6zlLe4oalofH87wLOYghCW1uBXJV7MWGh3A9v0-thkLJPA8QXOGse0V3gczUuU-9FM1PiQ1nRQk-Z5gRHLytSOorbx_RGN7_UG8FZfNXTmhonG3mQTUOIsTr3akmu64BdM-ZxVVXtg9mq-Bg5pA_L5g5De9RvDo705f7St72mUPIAC6ExvZMZry6X6uzHJQcSMoyHCwQkVoFR9BfcLlNaR6pPIt7Qgvk9mAQmnGGfSjMwLIt2LE3p-rKdFG-shbZ3UlWSz73lPT3QF2N8Kt2Go9NKgjIukH6c2_bv9NLEy0Pa03V1WYprByOQokS6vsX7u4G_ESs3QpccWFxCk4XC9Gv0qSE6Op2DIrOnbcBhRwBn22au4WabnDW_FAs9Va5Y2IfJAnFZV7zYyG-lXZmL9UEN59yeMnFdFedgssDnQONcz_o0ED6Cs3wuipK2uFQMbdjrY3737vaIrSXT9P1XRiJNfpl9GaJCtJipY2Ywohmr9gijPUSWoqXLGUEbI4wrL1iIdATe1Oi_6skVMEbKXBfeT9KtjiqsGccmly4t1atgn8js-tcQqk5_rnulplarV19xfpZf9nJaBw0ZthLqhz2xX67v9Pxug2GCk-yE-HXDfHlkiPb5xKwXRbWcGFTmQyhAF9b4_XgIG10n28iKy_g1jbR6DFKLZqaANdXJGdnqm0hd8gAD7JZMYYAcaYautb93Whet2kg2zVeFT6R9fKV_2nSrhNURPVIHtCWg8sOswYWmLZ2XdUyYmZa6fgVd4ZLYMvUAXN3p5uy_r92uWMRLtGUEeR5lMha8w6eLEUTeq2-D9XfD8VMjNGdBhhsbmu7jWu5MGtSgtC8WyioZ-G-fLZ-sKGSGn0v4a1oPWfPQbx",
          "id": "rs_049e6b492e9f3d48016a10d18b6704819192b0b06abeba6124",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Adjusting growth plans**\n\nI need to update the growth plan to reflect expected dynamics. However, earlier tests were based on the exact old data. Should I adjust to a dynamic union? The existing tests seem to expect a fixed faith structure. I could modify the validate function to return the actual pillars sorted, possibly updating the old tests for testbatch_001. If the actual data aligns, that could work. Implementing dynamic adjustments sounds like the next step!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\\n@@ -21,7 +21,6 @@\\n     \\\"quality_score\\\",\\n }\\n \\n-EXPECTED_PILLARS = {\\\"life_optimization\\\", \\\"ai_life_systems\\\", \\\"faithtok\\\"}\\n \\n \\n def load_testbatch(path: Path) -> dict[str, Any]:\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\\\">\\nERROR [56:79] \\\"EXPECTED_PILLARS\\\" is not defined [reportUndefinedVariable] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_dcmQ4Xd9BdcFL5tfHnrYjCmp"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_E3PngK0wlTMN5D2gTbaj2ejP",
          "call_id": "call_E3PngK0wlTMN5D2gTbaj2ejP",
          "response_item_id": "fc_049e6b492e9f3d48016a10d192d428819188d42ba792f42c6d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        \\\"pillars\\\": dict(sorted(pillar_counts.items())),\",\"old_string\":\"        \\\"pillars\\\": {pillar: pillar_counts.get(pillar, 0) for pillar in sorted(EXPECTED_PILLARS)},\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\\n@@ -53,7 +53,7 @@\\n     return {\\n         \\\"name\\\": batch.get(\\\"name\\\"),\\n         \\\"total_ideas\\\": len(ideas),\\n-        \\\"pillars\\\": {pillar: pillar_counts.get(pillar, 0) for pillar in sorted(EXPECTED_PILLARS)},\\n+        \\\"pillars\\\": dict(sorted(pillar_counts.items())),\\n         \\\"duration_buckets\\\": {\\n             \\\"growth\\\": duration_counts.get(\\\"growth\\\", 0),\\n             \\\"tiktok_rewards_candidate\\\": duration_counts.get(\\\"tiktok_rewards_candidate\\\", 0),\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/growth_plan.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_E3PngK0wlTMN5D2gTbaj2ejP"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GX3Pl0ExxBUQTcErlCTYCgBo",
          "call_id": "call_GX3Pl0ExxBUQTcErlCTYCgBo",
          "response_item_id": "fc_049e6b492e9f3d48016a10d199f7908191b94cdec4d18b055c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_testbatch_002.py tests/test_growth_plan.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \".....                                                                    [100%]\\n5 passed in 0.03s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_GX3Pl0ExxBUQTcErlCTYCgBo"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_MfReTCZ196u6Cc4gkVKmwTNO",
          "call_id": "call_MfReTCZ196u6Cc4gkVKmwTNO",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1a0cfac819187a62b0d16ad54d9",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\",\"id\":\"3\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\", \"status\": \"in_progress\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 1, \"in_progress\": 1, \"completed\": 2, \"cancelled\": 0}}",
      "tool_call_id": "call_MfReTCZ196u6Cc4gkVKmwTNO"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_4VTTLVPfbHcDRMZyyXxF0EOt",
          "call_id": "call_4VTTLVPfbHcDRMZyyXxF0EOt",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1a52e7081918476615ab2caf63d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.retention import score_idea_retention\\nfrom autoshorts.script_drafts import write_review_drafts\",\"old_string\":\"from autoshorts.growth_plan import load_testbatch, validate_testbatch\\nfrom autoshorts.script_drafts import write_review_drafts\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n@@ -11,6 +11,7 @@\\n     sys.path.insert(0, str(PROJECT_ROOT))\\n \\n from autoshorts.growth_plan import load_testbatch, validate_testbatch\\n+from autoshorts.retention import score_idea_retention\\n from autoshorts.script_drafts import write_review_drafts\\n \\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_4VTTLVPfbHcDRMZyyXxF0EOt"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Jp3myCeaNjI6oQa8dPaFNBQZ",
          "call_id": "call_Jp3myCeaNjI6oQa8dPaFNBQZ",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1acd55c8191b1e8a161a66087ec",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    summary = validate_testbatch(batch)\\n    retention_scores = {idea[\\\"id\\\"]: score_idea_retention(idea) for idea in batch.get(\\\"ideas\\\", [])}\\n    paths = write_review_drafts(batch, Path(args.out))\\n\\n    print(f\\\"Generated {len(paths)} review drafts in {args.out}\\\")\\n    print(f\\\"Validation: {summary}\\\")\\n    print(f\\\"Retention: {retention_scores}\\\")\",\"old_string\":\"    summary = validate_testbatch(batch)\\n    paths = write_review_drafts(batch, Path(args.out))\\n\\n    print(f\\\"Generated {len(paths)} review drafts in {args.out}\\\")\\n    print(f\\\"Validation: {summary}\\\")\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\\n@@ -27,10 +27,12 @@\\n \\n     batch = load_testbatch(Path(args.batch))\\n     summary = validate_testbatch(batch)\\n+    retention_scores = {idea[\\\"id\\\"]: score_idea_retention(idea) for idea in batch.get(\\\"ideas\\\", [])}\\n     paths = write_review_drafts(batch, Path(args.out))\\n \\n     print(f\\\"Generated {len(paths)} review drafts in {args.out}\\\")\\n     print(f\\\"Validation: {summary}\\\")\\n+    print(f\\\"Retention: {retention_scores}\\\")\\n \\n \\n if __name__ == \\\"__main__\\\":\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_review_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_Jp3myCeaNjI6oQa8dPaFNBQZ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_vEOl23x4oqmfoAZwQU50qkCF",
          "call_id": "call_vEOl23x4oqmfoAZwQU50qkCF",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1b229d881919354e5a7b67d4d88",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from autoshorts.retention import score_idea_retention\\n\\n\\ndef _slug(value: str) -> str:\",\"old_string\":\"from typing import Any\\n\\n\\ndef _slug(value: str) -> str:\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -4,7 +4,7 @@\\n \\n import re\\n from pathlib import Path\\n-from typing import Any\\n+from autoshorts.retention import score_idea_retention\\n \\n \\n def _slug(value: str) -> str:\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\\">\\nERROR [35:40] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [35:59] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [76:33] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [85:45] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [124:42] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_vEOl23x4oqmfoAZwQU50qkCF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_cxvrAmOsxlAUAKM0sLlBUyso",
          "call_id": "call_cxvrAmOsxlAUAKM0sLlBUyso",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1b954288191bae90b296f18cdd9",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"import re\\nfrom pathlib import Path\\nfrom typing import Any\\n\\nfrom autoshorts.retention import score_idea_retention\",\"old_string\":\"import re\\nfrom pathlib import Path\\nfrom autoshorts.retention import score_idea_retention\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -4,6 +4,8 @@\\n \\n import re\\n from pathlib import Path\\n+from typing import Any\\n+\\n from autoshorts.retention import score_idea_retention\\n \\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_cxvrAmOsxlAUAKM0sLlBUyso"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_riBKzVSLx5zusBOR2ImATnzT",
          "call_id": "call_riBKzVSLx5zusBOR2ImATnzT",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1bf3330819186a007a916031374",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\",\"old_string\":\"    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": false, \"error\": \"old_string and new_string are identical\"}",
      "tool_call_id": "call_riBKzVSLx5zusBOR2ImATnzT"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_W6ykF9dDKqTbhFUYzgO0ovZo",
          "call_id": "call_W6ykF9dDKqTbhFUYzgO0ovZo",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1c3b11c8191ada3e0f8de6c6f8f",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\",\"offset\":45,\"limit\":45}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENHEUudsunDPqtTXQXeffBrpcK0Hkq5ertkBeIi_tGIPAOVTbs1-0bGKeCll15S6GRlR4dwfjuFnWtnNKYRkt9KNFAyq4fCKhOsl4Rs3kJr-mb5ztUaly8k1n1R_rysbOpvd63K9cLV1K1NcD9-H0XCgZwvd0rWziPybRIztyKXd8T3x8SMQ2NVDzKHbRnpxtDScG-Ej7rqV2LkLs9URKRNhPxFGif6bbEzIjOdMw0RH6XcbCO2peUIytnA0mDnopwKve2zt0_WViN9KgkzQ5IrrsOO2APvKgyP2p9YTpbLgNPkitLfCrrEHVhdECp-SqDBAmv6nDmdZfD5dRqnNi-_z8evlizTnWTuaXQHvg-v2JKgJpQJ9u125HrmCb-0yNLc9vxOk3W2aicoo8rlvRWJBT8-04UPLO9Vu7ZmKi1P9JlV5Y4_XqCKGt9QxNly3vNfaH6luVL2QTAMx5PtJp9tAyt1HDA28USCIo8ORV8FRozRi9Gv6Qh_CiSbBT4zdd505u_E3AA26EvnU5v1aN8DSxR9SXFK48mCCCEtk9auVQACUiZ30LY-OGoLwLpUrM1UZA-Qik2o23ZllI1BjpGLSS2B9gOoAE0MeXIG0IBbFNSQkSnfumnFEzaq1cSwRrqxcaEUoKbjrGfGAjZoo-8vPwel_6un0klrLdfCCloNkSDv9qfgWAZuIC29VsZ0Yyr6aGP8LlLlCKfcWpXH1KceBd4Lb6wJxp4ucfdSTzGBojdm5w-4VBHmylBi1mC_dNsZ6bvNTMSe5FrG5RBlj64xp1EMQ1Q1EJ2LFiOL0irhfAnREiHrjLjqRPUgi7UVwK_w8pankpm_qGyCEvVV_2Qxx1vfpvTj8JtLVE6lPh-zxvQQ4ybsSooGMk4j230_xW2ErDe-irGFxoFlzwbGjVeoDj4W1q6XBMLreXaBZQKtr_v4SOFm3B6pzd9rGqkbX2wxhui-kUbwWeJEglvMrXggV4Q==",
          "id": "rs_049e6b492e9f3d48016a10d1c33e4c8191a12805b65575048b",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"    45|    sections = [\\n    46|        {\\\"label\\\": \\\"Hook\\\", \\\"seconds\\\": allocations[0][1], \\\"text\\\": hook},\\n    47|        {\\n    48|            \\\"label\\\": \\\"Setup\\\",\\n    49|            \\\"seconds\\\": allocations[1][1],\\n    50|            \\\"text\\\": _setup_line(idea),\\n    51|        },\\n    52|        {\\n    53|            \\\"label\\\": \\\"Core Value\\\",\\n    54|            \\\"seconds\\\": allocations[2][1],\\n    55|            \\\"text\\\": outline,\\n    56|        },\\n    57|        {\\\"label\\\": \\\"CTA\\\", \\\"seconds\\\": allocations[3][1], \\\"text\\\": cta},\\n    58|    ]\\n    59|\\n    60|    return {\\n    61|        \\\"id\\\": idea[\\\"id\\\"],\\n    62|        \\\"pillar\\\": idea[\\\"pillar\\\"],\\n    63|        \\\"title\\\": idea[\\\"title\\\"],\\n    64|        \\\"duration_seconds\\\": duration,\\n    65|        \\\"platform_target\\\": idea[\\\"platform_target\\\"],\\n    66|        \\\"platform_note\\\": \\\"TikTok Rewards Candidate\\\" if duration >= 60 else \\\"Growth Short\\\",\\n    67|        \\\"hook\\\": hook,\\n    68|        \\\"sections\\\": sections,\\n    69|        \\\"visual_concept\\\": idea[\\\"visual_concept\\\"],\\n    70|        \\\"caption\\\": idea[\\\"caption\\\"],\\n    71|        \\\"cta\\\": cta,\\n    72|        \\\"hashtags\\\": _hashtags_for_pillar(idea[\\\"pillar\\\"]),\\n    73|        \\\"quality_score\\\": int(idea[\\\"quality_score\\\"]),\\n    74|        \\\"risk_notes\\\": idea.get(\\\"risk_notes\\\", \\\"\\\"),\\n    75|    }\\n    76|\\n    77|\\n    78|def _setup_line(idea: dict[str, Any]) -> str:\\n    79|    pillar = idea[\\\"pillar\\\"]\\n    80|    if pillar == \\\"faithtok\\\":\\n    81|        return \\\"A quiet, honest moment for people who feel spiritually tired but still want to return to God.\\\"\\n    82|    if pillar == \\\"ai_life_systems\\\":\\n    83|        return \\\"The point is not hype. The point is a simple system where the human stays in charge.\\\"\\n    84|    return \\\"This is not another motivation trick. It is a small environmental system you can test today.\\\"\\n    85|\\n    86|\\n    87|def format_telegram_review(draft: dict[str, Any]) -> str:\\n    88|    \\\"\\\"\\\"Format a draft for Telegram approval review.\\\"\\\"\\\"\\n    89|    platforms = \\\", \\\".join(draft[\\\"platform_target\\\"])\\n    90|\", \"total_lines\": 135, \"file_size\": 4594, \"truncated\": true, \"hint\": \"Use offset=90 to continue reading (showing 45-89 of 135 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_W6ykF9dDKqTbhFUYzgO0ovZo"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_hTc0GQB5qxsQs3YpOA6vd7nU",
          "call_id": "call_hTc0GQB5qxsQs3YpOA6vd7nU",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1c9fe208191821898d75706dec0",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    retention = score_idea_retention(idea)\\n\\n    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\",\"old_string\":\"    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -56,6 +56,8 @@\\n         },\\n         {\\\"label\\\": \\\"CTA\\\", \\\"seconds\\\": allocations[3][1], \\\"text\\\": cta},\\n     ]\\n+\\n+    retention = score_idea_retention(idea)\\n \\n     return {\\n         \\\"id\\\": idea[\\\"id\\\"],\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
      "tool_call_id": "call_hTc0GQB5qxsQs3YpOA6vd7nU"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Cjaq13ksMikhqYzBbOd1Qn30",
          "call_id": "call_Cjaq13ksMikhqYzBbOd1Qn30",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1d01f0c8191a83e4046cbedda29",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        \\\"quality_score\\\": int(idea[\\\"quality_score\\\"]),\\n        \\\"retention_score\\\": retention[\\\"score\\\"],\\n        \\\"retention_signals\\\": retention[\\\"signals\\\"],\\n        \\\"retention_risks\\\": retention[\\\"risks\\\"],\\n        \\\"risk_notes\\\": idea.get(\\\"risk_notes\\\", \\\"\\\"),\",\"old_string\":\"        \\\"quality_score\\\": int(idea[\\\"quality_score\\\"]),\\n        \\\"risk_notes\\\": idea.get(\\\"risk_notes\\\", \\\"\\\"),\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -73,6 +73,9 @@\\n         \\\"cta\\\": cta,\\n         \\\"hashtags\\\": _hashtags_for_pillar(idea[\\\"pillar\\\"]),\\n         \\\"quality_score\\\": int(idea[\\\"quality_score\\\"]),\\n+        \\\"retention_score\\\": retention[\\\"score\\\"],\\n+        \\\"retention_signals\\\": retention[\\\"signals\\\"],\\n+        \\\"retention_risks\\\": retention[\\\"risks\\\"],\\n         \\\"risk_notes\\\": idea.get(\\\"risk_notes\\\", \\\"\\\"),\\n     }\\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_Cjaq13ksMikhqYzBbOd1Qn30"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_doVLd9s2IgQnTtUZCNnXd47J",
          "call_id": "call_doVLd9s2IgQnTtUZCNnXd47J",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1d7cba481919e7bd8813fe3e790",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    if pillar == \\\"attention_design\\\":\\n        return \\\"This is not a willpower lecture. It is attention design: change the default before the feed chooses for you.\\\"\\n    return \\\"This is not another motivation trick. It is a small environmental system you can test today.\\\"\",\"old_string\":\"    return \\\"This is not another motivation trick. It is a small environmental system you can test today.\\\"\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -86,6 +86,8 @@\\n         return \\\"A quiet, honest moment for people who feel spiritually tired but still want to return to God.\\\"\\n     if pillar == \\\"ai_life_systems\\\":\\n         return \\\"The point is not hype. The point is a simple system where the human stays in charge.\\\"\\n+    if pillar == \\\"attention_design\\\":\\n+        return \\\"This is not a willpower lecture. It is attention design: change the default before the feed chooses for you.\\\"\\n     return \\\"This is not another motivation trick. It is a small environmental system you can test today.\\\"\\n \\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_doVLd9s2IgQnTtUZCNnXd47J"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_k6MM8DX7hd8coGcqOUnxjESh",
          "call_id": "call_k6MM8DX7hd8coGcqOUnxjESh",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1e07c008191b6b6af7e8f6b5ca8",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    return f\\\"\\\"\\\"## AutoShortsBot Review\\n\\n**ID:** `{draft['id']}`\\n**Pillar:** `{draft['pillar']}`\\n**Title:** {draft['title']}\\n**Duration:** {draft['duration_seconds']}s — {draft['platform_note']}\\n**Platforms:** {platforms}\\n**Quality Score:** {draft['quality_score']}/10\\n**Retention Score:** {draft['retention_score']}/10\\n**Retention Signals:** {', '.join(draft['retention_signals']) or 'none'}\\n**Retention Risks:** {', '.join(draft['retention_risks']) or 'none'}\",\"old_string\":\"    return f\\\"\\\"\\\"## AutoShortsBot Review\\n\\n**ID:** `{draft['id']}`\\n**Pillar:** `{draft['pillar']}`\\n**Title:** {draft['title']}\\n**Duration:** {draft['duration_seconds']}s — {draft['platform_note']}\\n**Platforms:** {platforms}\\n**Quality Score:** {draft['quality_score']}/10\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\\n@@ -107,6 +107,9 @@\\n **Duration:** {draft['duration_seconds']}s — {draft['platform_note']}\\n **Platforms:** {platforms}\\n **Quality Score:** {draft['quality_score']}/10\\n+**Retention Score:** {draft['retention_score']}/10\\n+**Retention Signals:** {', '.join(draft['retention_signals']) or 'none'}\\n+**Retention Risks:** {', '.join(draft['retention_risks']) or 'none'}\\n \\n **Hook:** {draft['hook']}\\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_k6MM8DX7hd8coGcqOUnxjESh"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_BHpqqoI1X9MSz7D6AraobhIn",
          "call_id": "call_BHpqqoI1X9MSz7D6AraobhIn",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1ee28d08191ac0b736b67c8264d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    assert \\\"Retention Score\\\" in text\\n    assert \\\"Quality Score\\\" in text\",\"old_string\":\"    assert \\\"Quality Score\\\" in text\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\\n@@ -38,6 +38,7 @@\\n     assert \\\"## AutoShortsBot Review\\\" in text\\n     assert \\\"Freigabe alle\\\" in text\\n     assert draft[\\\"hook\\\"] in text\\n+    assert \\\"Retention Score\\\" in text\\n     assert \\\"Quality Score\\\" in text\\n \\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_script_drafts.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_BHpqqoI1X9MSz7D6AraobhIn"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HGu3BMFXnQN6Djem7CkV0JEV",
          "call_id": "call_HGu3BMFXnQN6Djem7CkV0JEV",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1f402c08191a9a801c85eb3cd53",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest -q\\npython3 scripts/generate_review_drafts.py --batch data/drafts/testbatch_002.json --out data/reviews/testbatch_002\\npython3 - <<'PY'\\nfrom pathlib import Path\\nfiles=sorted(Path('data/reviews/testbatch_002').glob('*.md'))\\nprint('review_files', len(files))\\nprint(files[0].read_text(encoding='utf-8')[:1300])\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"............                                                             [100%]\\n12 passed in 0.06s\\nGenerated 9 review drafts in data/reviews/testbatch_002\\nValidation: {'name': 'testbatch_002_retention_probe_no_faith', 'total_ideas': 9, 'pillars': {'ai_life_systems': 3, 'attention_design': 3, 'life_optimization': 3}, 'duration_buckets': {'growth': 6, 'tiktok_rewards_candidate': 3}, 'missing_fields': [], 'minimum_quality_score': 9}\\nRetention: {'life-004': {'score': 10, 'signals': ['comment_trigger', 'concrete_payoff', 'direct_address', 'growth_duration', 'open_loop', 'short_hook', 'specificity', 'tension', 'visual_energy'], 'risks': []}, 'life-005': {'score': 10, 'signals': ['concrete_payoff', 'direct_address', 'growth_duration', 'open_loop', 'short_hook', 'tension', 'visual_energy'], 'risks': []}, 'life-006': {'score': 10, 'signals': ['concrete_payoff', 'direct_address', 'growth_duration', 'open_loop', 'short_hook', 'tension', 'visual_energy'], 'risks': []}, 'ai-004': {'score': 10, 'signals': ['comment_trigger', 'concrete_payoff', 'direct_address', 'growth_duration', 'short_hook', 'specificity', 'tension', 'visual_energy'], 'risks': []}, 'ai-005': {'score': 10, 'signals': ['comment_trigger', 'concrete_payoff', 'direct_address', 'monetization_duration', 'short_hook', 'specificity', 'visual_energy'], 'risks': []}, 'ai-006': {'score': 9, 'signals': ['concrete_payoff', 'monetization_duration', 'open_loop', 'specificity', 'tension'], 'risks': []}, 'attention-001': {'score': 8, 'signals': ['direct_address', 'growth_duration', 'open_loop', 'visual_energy'], 'risks': []}, 'attention-002': {'score': 10, 'signals': ['concrete_payoff', 'direct_address', 'monetization_duration', 'open_loop', 'short_hook', 'tension', 'visual_energy'], 'risks': []}, 'attention-003': {'score': 9, 'signals': ['comment_trigger', 'direct_address', 'growth_duration', 'open_loop', 'short_hook'], 'risks': []}}\\nreview_files 9\\n## AutoShortsBot Review\\n\\n**ID:** `ai-004`\\n**Pillar:** `ai_life_systems`\\n**Title:** Stop asking AI to think for you\\n**Duration:** 41s — Growth Short\\n**Platforms:** youtube_shorts, tiktok, instagram_reels\\n**Quality Score:** 10/10\\n**Retention Score:** 10/10\\n**Retention Signals:** comment_trigger, concrete_payoff, direct_address, growth_duration, short_hook, specificity, tension, visual_energy\\n**Retention Risks:** none\\n\\n**Hook:** Stop asking AI to think for you. Ask it to argue with you.\\n\\n**Script Draft:**\\n- **Hook** (3s): Stop asking AI to think for you. Ask it to argue with you.\\n- **Setup** (9s): The point is not hype. The point is a simple system where the human stays in charge.\\n- **Core Value** (26s): Use AI as a challenger: list assumptions, find weak spots, suggest alternatives, then you decide. Better thinking, not outsourced thinking.\\n- **CTA** (3s): Comment CRITIC if you want the prompt.\\n\\n**Visual Concept:** Screen recording with prompt cards: assumptions, weak spots, alternatives, decision; human checkmark at end.\\n\\n**Caption:** AI is more useful as a critic than as a guru.\\n**Hashtags:** #ai #productivity #prompts #lifesystems\\n\\n**Policy/Risk Notes:** Keep human decision authority explicit.\\n\\n**Approval commands:**\\n- `Freigabe alle`\\n- `Freigabe YouTube`\\n- `Freigabe TikTok`\\n- `\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_HGu3BMFXnQN6Djem7CkV0JEV"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_8uN8SuFN4GoAiNECVaLOCgDq",
          "call_id": "call_8uN8SuFN4GoAiNECVaLOCgDq",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1f9c0508191b943d30395e55fe7",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Tests ausführen, committen und pushen\",\"id\":\"4\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 1, \"completed\": 3, \"cancelled\": 0}}",
      "tool_call_id": "call_8uN8SuFN4GoAiNECVaLOCgDq"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_34qIbiRc0yVJEh52Tot7OzB9",
          "call_id": "call_34qIbiRc0yVJEh52Tot7OzB9",
          "response_item_id": "fc_049e6b492e9f3d48016a10d1fd66bc8191a263a98fb1bba287",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"git status --short\\ngit diff --stat\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"M autoshorts/__init__.py\\n M autoshorts/growth_plan.py\\n M autoshorts/script_drafts.py\\n M configs/niches/faithtok.json\\n M scripts/generate_review_drafts.py\\n M tests/test_script_drafts.py\\n?? autoshorts/retention.py\\n?? configs/niches/attention_design.json\\n?? data/drafts/testbatch_002.json\\n?? data/reviews/testbatch_002/\\n?? docs/retention_research.md\\n?? tests/test_retention.py\\n?? tests/test_testbatch_002.py\\n autoshorts/__init__.py            |  2 +-\\n autoshorts/growth_plan.py         |  3 +--\\n autoshorts/script_drafts.py       | 12 ++++++++++++\\n configs/niches/faithtok.json      | 27 +++------------------------\\n scripts/generate_review_drafts.py |  3 +++\\n tests/test_script_drafts.py       |  1 +\\n 6 files changed, 21 insertions(+), 27 deletions(-)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_34qIbiRc0yVJEh52Tot7OzB9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_QLFDGEuWk5Xw0DuSCQo9Fc7U",
          "call_id": "call_QLFDGEuWk5Xw0DuSCQo9Fc7U",
          "response_item_id": "fc_049e6b492e9f3d48016a10d200fbcc8191b3e63b392295eb5a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython3 -m pytest -q\\ngit add autoshorts configs data docs scripts tests\\ngit commit -m \\\"feat: add retention-led no-faith testbatch\\\"\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"............                                                             [100%]\\n12 passed in 0.04s\\n[feat/initial-growth-engine 5799d16] feat: add retention-led no-faith testbatch\\n 21 files changed, 728 insertions(+), 27 deletions(-)\\n create mode 100644 autoshorts/retention.py\\n create mode 100644 configs/niches/attention_design.json\\n create mode 100644 data/drafts/testbatch_002.json\\n create mode 100644 data/reviews/testbatch_002/ai-004-stop-asking-ai-to-think-for-you.md\\n create mode 100644 data/reviews/testbatch_002/ai-005-the-4-box-prompt-for-mental-overload.md\\n create mode 100644 data/reviews/testbatch_002/ai-006-a-real-ai-assistant-needs-an-approval-gate.md\\n create mode 100644 data/reviews/testbatch_002/attention-001-your-phone-wins-before-breakfast.md\\n create mode 100644 data/reviews/testbatch_002/attention-002-the-algorithm-does-not-need-you-happy.md\\n create mode 100644 data/reviews/testbatch_002/attention-003-the-5-second-rule-for-opening-any-app.md\\n create mode 100644 data/reviews/testbatch_002/life-004-you-do-not-need-more-discipline.md\\n create mode 100644 data/reviews/testbatch_002/life-005-your-to-do-list-is-an-anxiety-museum.md\\n create mode 100644 data/reviews/testbatch_002/life-006-the-calendar-exposes-the-lie.md\\n create mode 100644 docs/retention_research.md\\n create mode 100644 tests/test_retention.py\\n create mode 100644 tests/test_testbatch_002.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_QLFDGEuWk5Xw0DuSCQo9Fc7U"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_d9IogglDnQXyfTzLrG9J30Ph",
          "call_id": "call_d9IogglDnQXyfTzLrG9J30Ph",
          "response_item_id": "fc_049e6b492e9f3d48016a10d207a4608191b57e6afea0d90174",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push >/tmp/autoshorts_push3.log 2>&1 || { sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g' /tmp/autoshorts_push3.log; exit 1; }\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\nprintf 'branch=%s\\\\nlocal=%s\\\\nremote=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\ncat /tmp/autoshorts_push3.log | sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g'\",\"timeout\":120}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"branch=feat/initial-growth-engine\\nlocal=5799d16982686932f1e2c78b0524f4c8cad1c1e5\\nremote=5799d16982686932f1e2c78b0524f4c8cad1c1e5\\nTo https://github.com/Gamexgit/AutoShortsBot.git\\n   2100bfd..5799d16  feat/initial-growth-engine -> feat/initial-growth-engine\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_d9IogglDnQXyfTzLrG9J30Ph"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_krSUIzLnVWJvdHz4h8D9XxUF",
          "call_id": "call_krSUIzLnVWJvdHz4h8D9XxUF",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2120eec8191a3de0abf3d72ee1b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"git status --short --branch && python3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"## feat/initial-growth-engine...origin/feat/initial-growth-engine\\n............                                                             [100%]\\n12 passed in 0.05s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_krSUIzLnVWJvdHz4h8D9XxUF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_vh4oVxICrxWjVuyMUanEnCOE",
          "call_id": "call_vh4oVxICrxWjVuyMUanEnCOE",
          "response_item_id": "fc_049e6b492e9f3d48016a10d216cbe48191acd52b57608b5fdd",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests ausführen, committen und pushen\",\"id\":\"4\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Recherche-Erkenntnisse zu Retention/Monetarisierung in Projektregeln übersetzen\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"FaithTok pausieren und Testbatch v2 ohne religiöse Themen modellieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Retention-Scoring/Validation implementieren und Review-Drafts neu generieren\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "tool_call_id": "call_vh4oVxICrxWjVuyMUanEnCOE"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\nIch habe die religiösen Themen **vorerst sauber pausiert** und den nächsten Entwicklungsschritt umgesetzt: weg von „Themen sammeln“, hin zu **Retention-led Content Engineering**.\n\n## Recherche-Kernaussagen\n\nIch habe offizielle/nahe Quellen geprüft, u.a.:\n\n- TikTok Creator Academy / Creator Rewards\n- TikTok Creator Rewards Terms\n- YouTube Help / YPP / Performance & Discovery FAQs\n\n## Was Menschen eher hängen lässt\n\nDie wichtigen Muster für Shorts sind ziemlich klar:\n\n- **Immediate self-relevance**  \n  Der Zuschauer muss in Sekunde 0–2 denken: „Das bin ich.“\n\n- **Open loop**  \n  Nicht: „Hier sind Tipps.“  \n  Sondern: „Wenn X passiert, mach Y bevor Z.“\n\n- **Specificity**  \n  Zahlen, konkrete Situationen, bekannte Tools/Plattformen.  \n  Beispiel: „47 Tabs im Kopf“ schlägt „mental overload“.\n\n- **Tension / Contrarian Angle**  \n  „Du brauchst nicht mehr Disziplin. Du brauchst einen kleineren ersten Schritt.“\n\n- **Concrete payoff**  \n  Template, Prompt, 2-Minuten-System, Vorher/Nachher.\n\n- **Visual pattern interrupt**  \n  Kein statisches KI-Bild. Bewegung, Freeze-frame, Before/After, Screen Recording, Timer, große Captions.\n\n- **Conversation trigger**  \n  Nicht nur „Follow for more“, sondern konkrete Frage oder Kommentar-Keyword.\n\n- **Niche authority**  \n  Nicht generische Lebensberatung. Eine wiedererkennbare Haltung.\n\nTikTok sagt zudem explizit: Für Creator Rewards braucht es hochwertige, originale, kreative Inhalte über 1 Minute, Nischenexpertise, sinnvolle Gespräche, 1080p+ und keine reinen Slideshows/copy-paste/low-quality reactions.\n\nKurz: Die Plattformen mögen keinen KI-Slideshow-Salat. Skandalös, aber nachvollziehbar.\n\n---\n\n## Projektänderungen im Repo\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nNeuer Commit:\n\n```text\n5799d16 feat: add retention-led no-faith testbatch\n```\n\nRemote-Verifikation erfolgreich:\n\n```text\nlocal == remote\n```\n\nTests:\n\n```text\n12 passed in 0.05s\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Was neu ist\n\n### 1. FaithTok pausiert\n\nDatei geändert:\n\n```text\nconfigs/niches/faithtok.json\n```\n\nStatus jetzt:\n\n```json\n{\n  \"status\": \"paused\",\n  \"reason\": \"Religious topics are intentionally paused because mixing Christian/FaithTok messaging with AI positioning is sensitive and could confuse the channel brand.\"\n}\n```\n\nAuch in der JARVIS-Projektmemory aktualisiert.\n\n---\n\n### 2. Neue Säule: Attention Design\n\nNeue Datei:\n\n```text\nconfigs/niches/attention_design.json\n```\n\nPositionierung:\n\n> Praktisches digitales Attention Design: nicht moralisch predigen, sondern Defaults, Apps, Feeds und Benachrichtigungen durch kleine Systeme entschärfen.\n\nDas passt sehr gut zu Life Optimization und AI Life Systems, ohne religiös heikel zu werden.\n\n---\n\n### 3. Retention Research dokumentiert\n\nNeue Datei:\n\n```text\ndocs/retention_research.md\n```\n\nEnthält:\n\n- Quellen\n- TikTok/YouTube-Anforderungen\n- Retention-Hypothesen\n- operative Regeln für AutoShortsBot\n\n---\n\n### 4. Retention Scoring Engine\n\nNeue Datei:\n\n```text\nautoshorts/retention.py\n```\n\nDer Bot bewertet jetzt Ideen heuristisch nach:\n\n- direct address\n- open loop\n- specificity\n- tension\n- short hook\n- growth duration\n- monetization duration\n- visual energy\n- concrete payoff\n- comment trigger\n\nUnd erkennt Risiken wie:\n\n- slow intro\n- generic value\n- static visuals\n- too long for unproven format\n\nBeispiel: „In this video I will talk about productivity tips“ wird abgestraft. Sehr verdient.\n\n---\n\n### 5. Testbatch v2 ohne Religion\n\nNeue Datei:\n\n```text\ndata/drafts/testbatch_002.json\n```\n\nEnthält 9 neue Ideen:\n\n- 3 × Life Optimization\n- 3 × AI Life Systems\n- 3 × Attention Design\n\nDavon:\n\n- 6 Growth Shorts\n- 3 TikTok-Rewards-Kandidaten mit 60+ Sekunden\n\n---\n\n## Neuer Testbatch v2\n\n### Life Optimization\n\n1. **You do not need more discipline**\n   - Hook: “You do not need more discipline. You need a smaller first step.”\n   - Dauer: 38s\n   - Retention Score: 10/10\n\n2. **Your to-do list is an anxiety museum**\n   - Hook: “Your to-do list might not be a plan. It might be an anxiety museum.”\n   - Dauer: 42s\n   - Retention Score: 10/10\n\n3. **The calendar exposes the lie**\n   - Hook: “Your values are not in your notes app. They are in your calendar.”\n   - Dauer: 33s\n   - Retention Score: 10/10\n\n---\n\n### AI Life Systems\n\n4. **Stop asking AI to think for you**\n   - Hook: “Stop asking AI to think for you. Ask it to argue with you.”\n   - Dauer: 41s\n   - Retention Score: 10/10\n\n5. **The 4-box prompt for mental overload**\n   - Hook: “If your brain has 47 tabs open, paste the mess into this 4-box prompt.”\n   - Dauer: 61s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 10/10\n\n6. **A real AI assistant needs an approval gate**\n   - Hook: “The most important part of an AI assistant is not the model. It is the approval gate.”\n   - Dauer: 75s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 9/10\n\n---\n\n### Attention Design\n\n7. **Your phone wins before breakfast**\n   - Hook: “If you touch your phone before your feet touch the floor, your day already has an owner.”\n   - Dauer: 36s\n   - Retention Score: 8/10\n\n8. **The algorithm does not need you happy**\n   - Hook: “The algorithm does not need you happy. It needs you to stay.”\n   - Dauer: 67s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 10/10\n\n9. **The 5-second rule for opening any app**\n   - Hook: “Before you open any app, give it a job description.”\n   - Dauer: 31s\n   - Retention Score: 9/10\n\n---\n\n## Review-Drafts generiert\n\nNeue Review-Dateien:\n\n```text\ndata/reviews/testbatch_002/\n```\n\nJede Idee hat jetzt einen Telegram-tauglichen Review-Draft mit:\n\n- Title\n- Duration\n- Platform targets\n- Quality Score\n- Retention Score\n- Retention Signals\n- Retention Risks\n- Hook\n- Script Draft\n- Visual Concept\n- Caption\n- Hashtags\n- Approval Commands\n\nBeispiel:\n\n```text\nID: ai-004\nTitle: Stop asking AI to think for you\nDuration: 41s — Growth Short\nQuality Score: 10/10\nRetention Score: 10/10\n\nHook:\nStop asking AI to think for you. Ask it to argue with you.\n\nScript Draft:\n- Hook (3s): Stop asking AI to think for you. Ask it to argue with you.\n- Setup (9s): The point is not hype. The point is a simple system where the human stays in charge.\n- Core Value (26s): Use AI as a challenger: list assumptions, find weak spots, suggest alternatives, then you decide. Better thinking, not outsourced thinking.\n- CTA (3s): Comment CRITIC if you want the prompt.\n```\n\n---\n\n## Meine Empfehlung für den nächsten Schritt\n\nJetzt sollten wir **nicht sofort rendern**.\n\nDer nächste saubere Schritt ist:\n\n## Voiceover-Finalizer v1\n\nAus den strukturellen Drafts sollen echte, natürlich gesprochene Skripte werden:\n\n- eine klare Sprache pro Clip\n- vermutlich zunächst **Englisch**, weil die Hooks global stärker wirken und KI/Productivity dort besser skaliert\n- 120–160 Wörter für 60–75s\n- 70–100 Wörter für 30–45s\n- keine generischen Übergänge\n- Hook in den ersten 1–2 Sekunden\n- Captions so schreiben, dass sie visuell funktionieren\n\nDanach nehmen wir die besten **3 Videos** aus Batch v2:\n\nMeine Empfehlung:\n\n1. `ai-004` — **Stop asking AI to think for you**\n2. `ai-005` — **The 4-box prompt for mental overload**\n3. `attention-002` — **The algorithm does not need you happy**\n\nWarum diese drei?\n\n- starke Hooks\n- klare Zielgruppe\n- hoher Kommentar-/Template-Trigger\n- direkter Bezug zu KI + Life Systems\n- keine religiöse Brand-Komplexität\n- gute Mischung aus Growth und 1min+ Monetization Candidate\n\nWenn du willst, mache ich als nächsten Schritt direkt den **Voiceover-Finalizer v1** und generiere die finalen Scripts für diese 3 Kandidaten.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\nIch habe die religiösen Themen **vorerst sauber pausiert** und den nächsten Entwicklungsschritt umgesetzt: weg von „Themen sammeln“, hin zu **Retention-led Content Engineering**.\n\n## Recherche-Kernaussagen\n\nIch habe offizielle/nahe Quellen geprüft, u.a.:\n\n- TikTok Creator Academy / Creator Rewards\n- TikTok Creator Rewards Terms\n- YouTube Help / YPP / Performance & Discovery FAQs\n\n## Was Menschen eher hängen lässt\n\nDie wichtigen Muster für Shorts sind ziemlich klar:\n\n- **Immediate self-relevance**  \n  Der Zuschauer muss in Sekunde 0–2 denken: „Das bin ich.“\n\n- **Open loop**  \n  Nicht: „Hier sind Tipps.“  \n  Sondern: „Wenn X passiert, mach Y bevor Z.“\n\n- **Specificity**  \n  Zahlen, konkrete Situationen, bekannte Tools/Plattformen.  \n  Beispiel: „47 Tabs im Kopf“ schlägt „mental overload“.\n\n- **Tension / Contrarian Angle**  \n  „Du brauchst nicht mehr Disziplin. Du brauchst einen kleineren ersten Schritt.“\n\n- **Concrete payoff**  \n  Template, Prompt, 2-Minuten-System, Vorher/Nachher.\n\n- **Visual pattern interrupt**  \n  Kein statisches KI-Bild. Bewegung, Freeze-frame, Before/After, Screen Recording, Timer, große Captions.\n\n- **Conversation trigger**  \n  Nicht nur „Follow for more“, sondern konkrete Frage oder Kommentar-Keyword.\n\n- **Niche authority**  \n  Nicht generische Lebensberatung. Eine wiedererkennbare Haltung.\n\nTikTok sagt zudem explizit: Für Creator Rewards braucht es hochwertige, originale, kreative Inhalte über 1 Minute, Nischenexpertise, sinnvolle Gespräche, 1080p+ und keine reinen Slideshows/copy-paste/low-quality reactions.\n\nKurz: Die Plattformen mögen keinen KI-Slideshow-Salat. Skandalös, aber nachvollziehbar.\n\n---\n\n## Projektänderungen im Repo\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nNeuer Commit:\n\n```text\n5799d16 feat: add retention-led no-faith testbatch\n```\n\nRemote-Verifikation erfolgreich:\n\n```text\nlocal == remote\n```\n\nTests:\n\n```text\n12 passed in 0.05s\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Was neu ist\n\n### 1. FaithTok pausiert\n\nDatei geändert:\n\n```text\nconfigs/niches/faithtok.json\n```\n\nStatus jetzt:\n\n```json\n{\n  \"status\": \"paused\",\n  \"reason\": \"Religious topics are intentionally paused because mixing Christian/FaithTok messaging with AI positioning is sensitive and could confuse the channel brand.\"\n}\n```\n\nAuch in der JARVIS-Projektmemory aktualisiert.\n\n---\n\n### 2. Neue Säule: Attention Design\n\nNeue Datei:\n\n```text\nconfigs/niches/attention_design.json\n```\n\nPositionierung:\n\n> Praktisches digitales Attention Design: nicht moralisch predigen, sondern Defaults, Apps, Feeds und Benachrichtigungen durch kleine Systeme entschärfen.\n\nDas passt sehr gut zu Life Optimization und AI Life Systems, ohne religiös heikel zu werden.\n\n---\n\n### 3. Retention Research dokumentiert\n\nNeue Datei:\n\n```text\ndocs/retention_research.md\n```\n\nEnthält:\n\n- Quellen\n- TikTok/YouTube-Anforderungen\n- Retention-Hypothesen\n- operative Regeln für AutoShortsBot\n\n---\n\n### 4. Retention Scoring Engine\n\nNeue Datei:\n\n```text\nautoshorts/retention.py\n```\n\nDer Bot bewertet jetzt Ideen heuristisch nach:\n\n- direct address\n- open loop\n- specificity\n- tension\n- short hook\n- growth duration\n- monetization duration\n- visual energy\n- concrete payoff\n- comment trigger\n\nUnd erkennt Risiken wie:\n\n- slow intro\n- generic value\n- static visuals\n- too long for unproven format\n\nBeispiel: „In this video I will talk about productivity tips“ wird abgestraft. Sehr verdient.\n\n---\n\n### 5. Testbatch v2 ohne Religion\n\nNeue Datei:\n\n```text\ndata/drafts/testbatch_002.json\n```\n\nEnthält 9 neue Ideen:\n\n- 3 × Life Optimization\n- 3 × AI Life Systems\n- 3 × Attention Design\n\nDavon:\n\n- 6 Growth Shorts\n- 3 TikTok-Rewards-Kandidaten mit 60+ Sekunden\n\n---\n\n## Neuer Testbatch v2\n\n### Life Optimization\n\n1. **You do not need more discipline**\n   - Hook: “You do not need more discipline. You need a smaller first step.”\n   - Dauer: 38s\n   - Retention Score: 10/10\n\n2. **Your to-do list is an anxiety museum**\n   - Hook: “Your to-do list might not be a plan. It might be an anxiety museum.”\n   - Dauer: 42s\n   - Retention Score: 10/10\n\n3. **The calendar exposes the lie**\n   - Hook: “Your values are not in your notes app. They are in your calendar.”\n   - Dauer: 33s\n   - Retention Score: 10/10\n\n---\n\n### AI Life Systems\n\n4. **Stop asking AI to think for you**\n   - Hook: “Stop asking AI to think for you. Ask it to argue with you.”\n   - Dauer: 41s\n   - Retention Score: 10/10\n\n5. **The 4-box prompt for mental overload**\n   - Hook: “If your brain has 47 tabs open, paste the mess into this 4-box prompt.”\n   - Dauer: 61s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 10/10\n\n6. **A real AI assistant needs an approval gate**\n   - Hook: “The most important part of an AI assistant is not the model. It is the approval gate.”\n   - Dauer: 75s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 9/10\n\n---\n\n### Attention Design\n\n7. **Your phone wins before breakfast**\n   - Hook: “If you touch your phone before your feet touch the floor, your day already has an owner.”\n   - Dauer: 36s\n   - Retention Score: 8/10\n\n8. **The algorithm does not need you happy**\n   - Hook: “The algorithm does not need you happy. It needs you to stay.”\n   - Dauer: 67s\n   - TikTok-Rewards-Kandidat\n   - Retention Score: 10/10\n\n9. **The 5-second rule for opening any app**\n   - Hook: “Before you open any app, give it a job description.”\n   - Dauer: 31s\n   - Retention Score: 9/10\n\n---\n\n## Review-Drafts generiert\n\nNeue Review-Dateien:\n\n```text\ndata/reviews/testbatch_002/\n```\n\nJede Idee hat jetzt einen Telegram-tauglichen Review-Draft mit:\n\n- Title\n- Duration\n- Platform targets\n- Quality Score\n- Retention Score\n- Retention Signals\n- Retention Risks\n- Hook\n- Script Draft\n- Visual Concept\n- Caption\n- Hashtags\n- Approval Commands\n\nBeispiel:\n\n```text\nID: ai-004\nTitle: Stop asking AI to think for you\nDuration: 41s — Growth Short\nQuality Score: 10/10\nRetention Score: 10/10\n\nHook:\nStop asking AI to think for you. Ask it to argue with you.\n\nScript Draft:\n- Hook (3s): Stop asking AI to think for you. Ask it to argue with you.\n- Setup (9s): The point is not hype. The point is a simple system where the human stays in charge.\n- Core Value (26s): Use AI as a challenger: list assumptions, find weak spots, suggest alternatives, then you decide. Better thinking, not outsourced thinking.\n- CTA (3s): Comment CRITIC if you want the prompt.\n```\n\n---\n\n## Meine Empfehlung für den nächsten Schritt\n\nJetzt sollten wir **nicht sofort rendern**.\n\nDer nächste saubere Schritt ist:\n\n## Voiceover-Finalizer v1\n\nAus den strukturellen Drafts sollen echte, natürlich gesprochene Skripte werden:\n\n- eine klare Sprache pro Clip\n- vermutlich zunächst **Englisch**, weil die Hooks global stärker wirken und KI/Productivity dort besser skaliert\n- 120–160 Wörter für 60–75s\n- 70–100 Wörter für 30–45s\n- keine generischen Übergänge\n- Hook in den ersten 1–2 Sekunden\n- Captions so schreiben, dass sie visuell funktionieren\n\nDanach nehmen wir die besten **3 Videos** aus Batch v2:\n\nMeine Empfehlung:\n\n1. `ai-004` — **Stop asking AI to think for you**\n2. `ai-005` — **The 4-box prompt for mental overload**\n3. `attention-002` — **The algorithm does not need you happy**\n\nWarum diese drei?\n\n- starke Hooks\n- klare Zielgruppe\n- hoher Kommentar-/Template-Trigger\n- direkter Bezug zu KI + Life Systems\n- keine religiöse Brand-Komplexität\n- gute Mischung aus Growth und 1min+ Monetization Candidate\n\nWenn du willst, mache ich als nächsten Schritt direkt den **Voiceover-Finalizer v1** und generiere die finalen Scripts für diese 3 Kandidaten."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10d21b87448191bc79580d3f66c83d",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Ok mach das."
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENLeUW6qCbzXQUe4zHCnbAHsP5BvcrdLqRzAtS8RPVb0cA3rOV2uHXoVWxPhzlI62UTpyAuii-clgi2B5OWOKDaOPvsl5WizWS3cxDKMR7Ny2sZqkyiamhjt4j-ajkNCfsh0ID1q9rvmkUYuAO4JSJGPw7H217XtLAbJs7Eiyi_MgUGtk-aALFjled_Clcw7wyvYPCZb_FcO9fIBjbMr_1M26SDglboM9JDpmg9mlG4NRIF5sTw40cezAmC6MsgVHWETQ4iem9Am4d8GYZgq2Y23DNn09k2RWZs5VCJUODfojwFLJCAqEx66olRABunf9a3XAd552JksW2z95lnIebmgm_oxaSLolygozSXNKw-mYss-0tWcHKI-em5uzoIj6YmT4Q9MDGUScWbx33EGFbo_hdtp69Kj4iEnyF-6kxtzZY1Axp3yzQj7CvmfpiaSlJVzXyOt9i9uJ-niMG4XLjI5OpJ5IzU8vcKUdF7XzSf5YJDjhHCjCRbEEcOxu3bQ5et_mZ8guuBrgmUewQTrcdIyVFd494ue0uaxKekLZUeVl2IXeC-cY3oHt4pkDKPRYuBhx7KRKwU7pGlzDJHtEG0bkboLb7kZtLTI41_4v4DNZwTPvTf5UtgavppN5uaMikA9rqAt6AIOKSsFu6IkIP_gAsVzVpyHv9ws4oZFGlD4hpG3_Jmmxs4OIG6dt_gn1x7w0QhPGweKMzsu_Kvp7bbnC6mRyHg0T8nYhSltV8b30RzzTKV_AFEmVQ5nLitoMCbBpSNcAeXe4LgkIPb5e-0U1TdBJKUmobi0rHWdFVQTnBLc13Yh-or9SD6NT1ILsZvP22hG8rzkicUIAI8P6ENbvNuSDncUhwLLgtIi49D_twToTnP6ypZIMvgf_IImYTSY-lzypY8vwydfqtgv91CV3xpFMXc3e6P0nyUg3Xfcv5c9jngfotHY3W1FwE4HEOx892t6GAQPzAW8gi3GNeJdpuDft8iqeUa9-8C4e2TzvZPip-QzZPf9F2jAmx-vzJ8kunD4LxrrAtqW-lzV0Cl_zqP_fSqQcS-9mEpfwJjbN5Q=",
          "id": "rs_049e6b492e9f3d48016a10d2db20e48191bf91ddb54cd5f4e0",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_eyNbaY8QuGvIvzfzyMl1yaFv",
          "call_id": "call_eyNbaY8QuGvIvzfzyMl1yaFv",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2ddbb4481918e694648df053895",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"todos\":[{\"id\":\"1\",\"content\":\"Tests für Voiceover-Finalizer schreiben\",\"status\":\"in_progress\"},{\"id\":\"2\",\"content\":\"Voiceover-Finalizer implementieren\",\"status\":\"pending\"},{\"id\":\"3\",\"content\":\"Finale Skripte für Top-3 generieren\",\"status\":\"pending\"},{\"id\":\"4\",\"content\":\"Tests ausführen, committen und pushen\",\"status\":\"pending\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Voiceover-Finalizer schreiben\", \"status\": \"in_progress\"}, {\"id\": \"2\", \"content\": \"Voiceover-Finalizer implementieren\", \"status\": \"pending\"}, {\"id\": \"3\", \"content\": \"Finale Skripte für Top-3 generieren\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 3, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}",
      "tool_call_id": "call_eyNbaY8QuGvIvzfzyMl1yaFv"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_x6VkrZKnIOFUwG4farpXbu5G",
          "call_id": "call_x6VkrZKnIOFUwG4farpXbu5G",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2e1434081919fab0905b1049bb9",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from pathlib import Path\\n\\nfrom autoshorts.growth_plan import load_testbatch\\nfrom autoshorts.voiceover_finalizer import finalize_voiceover, write_final_scripts\\n\\n\\ndef test_finalize_voiceover_keeps_hook_first_and_estimates_duration():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n    idea = next(item for item in batch[\\\"ideas\\\"] if item[\\\"id\\\"] == \\\"ai-004\\\")\\n\\n    final = finalize_voiceover(idea)\\n\\n    assert final[\\\"id\\\"] == \\\"ai-004\\\"\\n    assert final[\\\"voiceover\\\"].startswith(idea[\\\"hook\\\"])\\n    assert final[\\\"estimated_seconds\\\"] <= idea[\\\"duration_seconds\\\"] + 4\\n    assert final[\\\"estimated_seconds\\\"] >= idea[\\\"duration_seconds\\\"] - 12\\n    assert final[\\\"word_count\\\"] > 70\\n    assert final[\\\"caption_beats\\\"][0][\\\"start\\\"] == 0\\n    assert final[\\\"production_notes\\\"]\\n\\n\\ndef test_finalize_voiceover_uses_longer_script_for_rewards_candidate():\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n    idea = next(item for item in batch[\\\"ideas\\\"] if item[\\\"id\\\"] == \\\"ai-005\\\")\\n\\n    final = finalize_voiceover(idea)\\n\\n    assert final[\\\"platform_note\\\"] == \\\"TikTok Rewards Candidate\\\"\\n    assert final[\\\"word_count\\\"] >= 120\\n    assert final[\\\"estimated_seconds\\\"] >= 55\\n    assert \\\"comment\\\" in final[\\\"voiceover\\\"].lower()\\n\\n\\ndef test_write_final_scripts_only_writes_selected_ids(tmp_path):\\n    batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n\\n    paths = write_final_scripts(batch, tmp_path, selected_ids=[\\\"ai-004\\\", \\\"ai-005\\\", \\\"attention-002\\\"])\\n\\n    assert len(paths) == 3\\n    names = {path.name for path in paths}\\n    assert any(name.startswith(\\\"ai-004\\\") for name in names)\\n    assert all(path.suffix == \\\".md\\\" for path in paths)\\n    assert \\\"Voiceover\\\" in paths[0].read_text(encoding=\\\"utf-8\\\")\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 1704, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\\\">\\nERROR [4:6] Import \\\"autoshorts.voiceover_finalizer\\\" could not be resolved [reportMissingImports] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_x6VkrZKnIOFUwG4farpXbu5G"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_w8FoWWINtFK2JBXnLbTvV0Od",
          "call_id": "call_w8FoWWINtFK2JBXnLbTvV0Od",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2ee90b481918549ac6bbe50164b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_voiceover_finalizer.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n______________ ERROR collecting tests/test_voiceover_finalizer.py ______________\\nImportError while importing test module '/home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/test_voiceover_finalizer.py:4: in <module>\\n    from autoshorts.voiceover_finalizer import finalize_voiceover, write_final_scripts\\nE   ModuleNotFoundError: No module named 'autoshorts.voiceover_finalizer'\\n=========================== short test summary info ============================\\nERROR tests/test_voiceover_finalizer.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.10s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_w8FoWWINtFK2JBXnLbTvV0Od"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_jfC5PaDDzndpPwV1AgsdyOWv",
          "call_id": "call_jfC5PaDDzndpPwV1AgsdyOWv",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2f2bac88191b59820140f026949",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests für Voiceover-Finalizer schreiben\",\"id\":\"1\",\"status\":\"completed\"},{\"content\":\"Voiceover-Finalizer implementieren\",\"id\":\"2\",\"status\":\"in_progress\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Voiceover-Finalizer schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Voiceover-Finalizer implementieren\", \"status\": \"in_progress\"}, {\"id\": \"3\", \"content\": \"Finale Skripte für Top-3 generieren\", \"status\": \"pending\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 2, \"in_progress\": 1, \"completed\": 1, \"cancelled\": 0}}",
      "tool_call_id": "call_jfC5PaDDzndpPwV1AgsdyOWv"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_gDdsMASZD1UC3xybGGS6WBSM",
          "call_id": "call_gDdsMASZD1UC3xybGGS6WBSM",
          "response_item_id": "fc_049e6b492e9f3d48016a10d2f7fa048191b0f84d6200020af2",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"\\\"\\\"\\\"Deterministic voiceover finalizer for curated AutoShortsBot ideas.\\\"\\\"\\\"\\n\\nfrom __future__ import annotations\\n\\nimport re\\nfrom pathlib import Path\\nfrom typing import Any\\n\\nfrom autoshorts.script_drafts import _slug\\n\\nTOP3_CUSTOM_VOICEOVERS = {\\n    \\\"ai-004\\\": \\\"\\\"\\\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. The better move is this: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? What are three alternatives I have not considered? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version of your idea had to survive a fight. Comment CRITIC if you want the exact prompt.\\\"\\\"\\\",\\n    \\\"ai-005\\\": \\\"\\\"\\\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\\\"\\\"\\\",\\n    \\\"attention-002\\\": \\\"\\\"\\\"The algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\\\"\\\"\\\",\\n}\\n\\n\\ndef _word_count(text: str) -> int:\\n    return len(re.findall(r\\\"\\\\b[\\\\w'-]+\\\\b\\\", text))\\n\\n\\ndef _estimate_seconds(word_count: int, words_per_minute: int = 145) -> int:\\n    return round(word_count / words_per_minute * 60)\\n\\n\\ndef _generic_voiceover(idea: dict[str, Any]) -> str:\\n    \\\"\\\"\\\"Fallback finalizer for non-custom ideas.\\\"\\\"\\\"\\n    return (\\n        f\\\"{idea['hook']} \\\"\\n        f\\\"Here is the useful part. {idea['script_outline']} \\\"\\n        f\\\"Do not turn this into another idea you save and forget. Try the smallest version today. \\\"\\n        f\\\"{idea['cta']}\\\"\\n    )\\n\\n\\ndef _caption_beats(voiceover: str, duration: int) -> list[dict[str, Any]]:\\n    sentences = [part.strip() for part in re.split(r\\\"(?<=[.!?])\\\\s+\\\", voiceover) if part.strip()]\\n    if not sentences:\\n        return []\\n    step = max(2, round(duration / len(sentences)))\\n    beats: list[dict[str, Any]] = []\\n    current = 0\\n    for sentence in sentences:\\n        beats.append({\\\"start\\\": current, \\\"text\\\": sentence})\\n        current += step\\n    return beats\\n\\n\\ndef _production_notes(idea: dict[str, Any], estimated_seconds: int) -> list[str]:\\n    notes = [\\n        \\\"First frame must show the hook as large kinetic caption text.\\\",\\n        \\\"Use motion or a visual state change in the first 1-2 seconds.\\\",\\n        \\\"Avoid static AI slideshow visuals; use screen recordings, cards, timer, or before/after cuts.\\\",\\n    ]\\n    if estimated_seconds >= 60:\\n        notes.append(\\\"Keep this version above 60 seconds for TikTok Creator Rewards testing.\\\")\\n    if idea[\\\"pillar\\\"] == \\\"ai_life_systems\\\":\\n        notes.append(\\\"Show the human approval/decision moment; do not imply AI has final authority.\\\")\\n    if idea[\\\"pillar\\\"] == \\\"attention_design\\\":\\n        notes.append(\\\"Avoid moral panic; frame as attention design and defaults.\\\")\\n    return notes\\n\\n\\ndef finalize_voiceover(idea: dict[str, Any]) -> dict[str, Any]:\\n    \\\"\\\"\\\"Create a final spoken script and production metadata for one idea.\\\"\\\"\\\"\\n    voiceover = TOP3_CUSTOM_VOICEOVERS.get(idea[\\\"id\\\"], _generic_voiceover(idea)).strip()\\n    word_count = _word_count(voiceover)\\n    estimated_seconds = _estimate_seconds(word_count)\\n    platform_note = \\\"TikTok Rewards Candidate\\\" if int(idea[\\\"duration_seconds\\\"]) >= 60 else \\\"Growth Short\\\"\\n\\n    return {\\n        \\\"id\\\": idea[\\\"id\\\"],\\n        \\\"pillar\\\": idea[\\\"pillar\\\"],\\n        \\\"title\\\": idea[\\\"title\\\"],\\n        \\\"target_seconds\\\": int(idea[\\\"duration_seconds\\\"]),\\n        \\\"estimated_seconds\\\": estimated_seconds,\\n        \\\"platform_note\\\": platform_note,\\n        \\\"word_count\\\": word_count,\\n        \\\"voiceover\\\": voiceover,\\n        \\\"caption_beats\\\": _caption_beats(voiceover, estimated_seconds),\\n        \\\"visual_concept\\\": idea[\\\"visual_concept\\\"],\\n        \\\"caption\\\": idea[\\\"caption\\\"],\\n        \\\"cta\\\": idea[\\\"cta\\\"],\\n        \\\"production_notes\\\": _production_notes(idea, estimated_seconds),\\n    }\\n\\n\\ndef format_final_script(final: dict[str, Any]) -> str:\\n    \\\"\\\"\\\"Format final voiceover package as Markdown.\\\"\\\"\\\"\\n    beats = \\\"\\\\n\\\".join(f\\\"- {beat['start']:02d}s: {beat['text']}\\\" for beat in final[\\\"caption_beats\\\"])\\n    notes = \\\"\\\\n\\\".join(f\\\"- {note}\\\" for note in final[\\\"production_notes\\\"])\\n    return f\\\"\\\"\\\"# {final['title']}\\n\\n- ID: `{final['id']}`\\n- Pillar: `{final['pillar']}`\\n- Target duration: {final['target_seconds']}s\\n- Estimated voiceover duration: {final['estimated_seconds']}s\\n- Word count: {final['word_count']}\\n- Platform note: {final['platform_note']}\\n\\n## Voiceover\\n\\n{final['voiceover']}\\n\\n## Caption beats\\n\\n{beats}\\n\\n## Visual concept\\n\\n{final['visual_concept']}\\n\\n## Caption\\n\\n{final['caption']}\\n\\n## CTA\\n\\n{final['cta']}\\n\\n## Production notes\\n\\n{notes}\\n\\\"\\\"\\\"\\n\\n\\ndef write_final_scripts(\\n    batch: dict[str, Any], output_dir: Path, selected_ids: list[str] | None = None\\n) -> list[Path]:\\n    \\\"\\\"\\\"Write final voiceover scripts for selected ideas.\\\"\\\"\\\"\\n    selected = set(selected_ids or [])\\n    output_dir.mkdir(parents=True, exist_ok=True)\\n    paths: list[Path] = []\\n    for idea in batch.get(\\\"ideas\\\", []):\\n        if selected and idea[\\\"id\\\"] not in selected:\\n            continue\\n        final = finalize_voiceover(idea)\\n        path = output_dir / f\\\"{final['id']}-{_slug(final['title'])}.md\\\"\\n        path.write_text(format_final_script(final), encoding=\\\"utf-8\\\")\\n        paths.append(path)\\n    return paths\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 6706, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_gDdsMASZD1UC3xybGGS6WBSM"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_QMD7hI3OspK2CbmFHrWovzBd",
          "call_id": "call_QMD7hI3OspK2CbmFHrWovzBd",
          "response_item_id": "fc_049e6b492e9f3d48016a10d31e81c081919fe0c5cb85ba7145",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\", \\\"voiceover_finalizer\\\"]\",\"old_string\":\"__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\"]\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\\n@@ -1,3 +1,3 @@\\n \\\"\\\"\\\"AutoShortsBot growth engine package.\\\"\\\"\\\"\\n \\n-__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\"]\\n+__all__ = [\\\"growth_plan\\\", \\\"retention\\\", \\\"script_drafts\\\", \\\"voiceover_finalizer\\\"]\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/__init__.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_QMD7hI3OspK2CbmFHrWovzBd"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_eEe4PMTKzfbmd7chThnnfzzr",
          "call_id": "call_eEe4PMTKzfbmd7chThnnfzzr",
          "response_item_id": "fc_049e6b492e9f3d48016a10d323da608191805190110ceb5d3d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_voiceover_finalizer.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"F..                                                                      [100%]\\n=================================== FAILURES ===================================\\n_______ test_finalize_voiceover_keeps_hook_first_and_estimates_duration ________\\n\\n    def test_finalize_voiceover_keeps_hook_first_and_estimates_duration():\\n        batch = load_testbatch(Path(\\\"data/drafts/testbatch_002.json\\\"))\\n        idea = next(item for item in batch[\\\"ideas\\\"] if item[\\\"id\\\"] == \\\"ai-004\\\")\\n    \\n        final = finalize_voiceover(idea)\\n    \\n        assert final[\\\"id\\\"] == \\\"ai-004\\\"\\n        assert final[\\\"voiceover\\\"].startswith(idea[\\\"hook\\\"])\\n>       assert final[\\\"estimated_seconds\\\"] <= idea[\\\"duration_seconds\\\"] + 4\\nE       assert 48 <= (41 + 4)\\n\\ntests/test_voiceover_finalizer.py:15: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/test_voiceover_finalizer.py::test_finalize_voiceover_keeps_hook_first_and_estimates_duration\\n1 failed, 2 passed in 0.05s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
      "tool_call_id": "call_eEe4PMTKzfbmd7chThnnfzzr"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENMw3TnfUMN9VABx7sCAB_AMl_3BDIHWxlAck9xrqRbvEPbNwfKRifTkrkLz4k1hdkQ0-GngJh96KS3CWufZ9UpIw7y3ruo9dlcRm41WFivfZhp9ZYFYAv4ILA13M2sjuCvZYNGbtkTIdPQTZXF33bUI32tm6uy1ceZsvFwQ9_pLDbIVBBQVgqj3bcwXwbunVrcMHoQKRHGrdUfHBhpY7e_bL2FgWZUyY3XDCDOB1vdif3I6ixsMvcE1TkAjf-UfEGfU6rCVtfq-Sy-6M8j7ffo-Yqz3gZn780LaSML5VIQ4IzxKHoG8VYbF6ZRQ4vK1XZL_NMssTTOAz7kuCZuoFcTmV1Kp-eKadSgsFNwDs7PaEpiyVEeC17tdD8JU9rGCn0LnGZREEMj3wfnf-5C5NKTpg8muszfCXamHPlK9rTWwMv_LORNIeHIe2gFIMMZIMTTixLWcpX3SQRalQMG6P9QM4N43ugCPFdv8qWSSAPrxT8z8VIRmoaSYMJTzFRhZ2R-mAMayxCmDS4bOyAa3PAwo5iLaTqUhXrelIDMW6Ep30nULrPY2nUR6ahdNCPtJV2kgVkCB4VhRN8vQhrJcNkApSk9jQmMHXC6hVBSDZkYpDJGEuMFsIitHFNNKWacOANLEoBiCGeDDIDeyE_5haY0k9XygMBb3ldAPWIiSZt-8_UjedcJAByNWcRjxwtS1kKTiLbOavo9hFNpkJFbVEYFHyU9nrKAYqeuZTf_3bmfvGbyj8h3Yslc1UvXWAmAQklPpxEg5Iz7vaOjNAxWACx-G-Je2v_9-8A2MIBg7KwDaL9WCC9TtyvWpWWAvN0ngLsvkRwm3zkbKGHpqZgc9lsrax0kejjQCJgzYBYHd945EG03hesm2f-aAir4tSU2jgd0mu0aU26lvKpK50jPb82TqBVqr4cqSmX96QIBMJ0IFaaPAuHVg1yuWbTi3O39MNP_OkehRysQ2G4j7Bw84s5IBXwQAUnaxZrewecwhO8uUshQ2QKMLfYa6T7DMrMDn4VJGiKGR4V4XIdYduYQu5rOZr7NtwDs3Q_K9g-a2CL4IccDm_sIM9qCBJB-075GTXJ9y",
          "id": "rs_049e6b492e9f3d48016a10d32966c08191bae39182186da5d0",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_rym6zrTeA7P9uqmPfTZECkXe",
          "call_id": "call_rym6zrTeA7P9uqmPfTZECkXe",
          "response_item_id": "fc_049e6b492e9f3d48016a10d32a9f1c81918bd57a843a3dd3ff",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"old_string\":\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. The better move is this: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? What are three alternatives I have not considered? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version of your idea had to survive a fight. Comment CRITIC if you want the exact prompt.\",\"new_string\":\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\\n@@ -9,7 +9,7 @@\\n from autoshorts.script_drafts import _slug\\n \\n TOP3_CUSTOM_VOICEOVERS = {\\n-    \\\"ai-004\\\": \\\"\\\"\\\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. The better move is this: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? What are three alternatives I have not considered? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version of your idea had to survive a fight. Comment CRITIC if you want the exact prompt.\\\"\\\"\\\",\\n+    \\\"ai-004\\\": \\\"\\\"\\\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\\\"\\\"\\\",\\n     \\\"ai-005\\\": \\\"\\\"\\\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\\\"\\\"\\\",\\n     \\\"attention-002\\\": \\\"\\\"\\\"The algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\\\"\\\"\\\",\\n }\\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_rym6zrTeA7P9uqmPfTZECkXe"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_gvnAPU7DfXLQNU80sukakNin",
          "call_id": "call_gvnAPU7DfXLQNU80sukakNin",
          "response_item_id": "fc_049e6b492e9f3d48016a10d333f9d08191839e9ffc1169af4e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest tests/test_voiceover_finalizer.py -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"...                                                                      [100%]\\n3 passed in 0.04s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_gvnAPU7DfXLQNU80sukakNin"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_B6ZpmFkBxgP6BfDYlntOosjz",
          "call_id": "call_B6ZpmFkBxgP6BfDYlntOosjz",
          "response_item_id": "fc_049e6b492e9f3d48016a10d33991f48191b93f1225ad598955",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Voiceover-Finalizer implementieren\",\"id\":\"2\",\"status\":\"completed\"},{\"content\":\"Finale Skripte für Top-3 generieren\",\"id\":\"3\",\"status\":\"in_progress\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Voiceover-Finalizer schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Voiceover-Finalizer implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Finale Skripte für Top-3 generieren\", \"status\": \"in_progress\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"pending\"}], \"summary\": {\"total\": 4, \"pending\": 1, \"in_progress\": 1, \"completed\": 2, \"cancelled\": 0}}",
      "tool_call_id": "call_B6ZpmFkBxgP6BfDYlntOosjz"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_KSZtpMwWkuhcs4nH6IMiDiJA",
          "call_id": "call_KSZtpMwWkuhcs4nH6IMiDiJA",
          "response_item_id": "fc_049e6b492e9f3d48016a10d33d92048191b295e7545c3143b7",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"\\\"\\\"\\\"Generate final voiceover scripts for selected AutoShortsBot ideas.\\\"\\\"\\\"\\n\\nfrom __future__ import annotations\\n\\nimport argparse\\nimport sys\\nfrom pathlib import Path\\n\\nPROJECT_ROOT = Path(__file__).resolve().parents[1]\\nif str(PROJECT_ROOT) not in sys.path:\\n    sys.path.insert(0, str(PROJECT_ROOT))\\n\\nfrom autoshorts.growth_plan import load_testbatch\\nfrom autoshorts.voiceover_finalizer import write_final_scripts\\n\\n\\nDEFAULT_SELECTED_IDS = [\\\"ai-004\\\", \\\"ai-005\\\", \\\"attention-002\\\"]\\n\\n\\ndef main() -> None:\\n    parser = argparse.ArgumentParser(description=\\\"Generate final voiceover scripts.\\\")\\n    parser.add_argument(\\\"--batch\\\", default=\\\"data/drafts/testbatch_002.json\\\")\\n    parser.add_argument(\\\"--out\\\", default=\\\"data/final_scripts/testbatch_002_top3\\\")\\n    parser.add_argument(\\\"--ids\\\", nargs=\\\"*\\\", default=DEFAULT_SELECTED_IDS)\\n    args = parser.parse_args()\\n\\n    batch = load_testbatch(Path(args.batch))\\n    paths = write_final_scripts(batch, Path(args.out), selected_ids=args.ids)\\n    print(f\\\"Generated {len(paths)} final scripts in {args.out}\\\")\\n    for path in paths:\\n        print(path)\\n\\n\\nif __name__ == \\\"__main__\\\":\\n    main()\\n\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/scripts/generate_final_scripts.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 1115, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_KSZtpMwWkuhcs4nH6IMiDiJA"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_MIV5gAcfQuiZ1PK5iP1ZKHb6",
          "call_id": "call_MIV5gAcfQuiZ1PK5iP1ZKHb6",
          "response_item_id": "fc_049e6b492e9f3d48016a10d34c347c8191be0d8bd0a80a90d6",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 scripts/generate_final_scripts.py --batch data/drafts/testbatch_002.json --out data/final_scripts/testbatch_002_top3\\npython3 - <<'PY'\\nfrom pathlib import Path\\nfiles=sorted(Path('data/final_scripts/testbatch_002_top3').glob('*.md'))\\nprint('final_files', len(files))\\nfor p in files:\\n    print('\\\\n---', p.name, '---')\\n    text=p.read_text(encoding='utf-8')\\n    print('\\\\n'.join(text.splitlines()[:18]))\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"Generated 3 final scripts in data/final_scripts/testbatch_002_top3\\ndata/final_scripts/testbatch_002_top3/ai-004-stop-asking-ai-to-think-for-you.md\\ndata/final_scripts/testbatch_002_top3/ai-005-the-4-box-prompt-for-mental-overload.md\\ndata/final_scripts/testbatch_002_top3/attention-002-the-algorithm-does-not-need-you-happy.md\\nfinal_files 3\\n\\n--- ai-004-stop-asking-ai-to-think-for-you.md ---\\n# Stop asking AI to think for you\\n\\n- ID: `ai-004`\\n- Pillar: `ai_life_systems`\\n- Target duration: 41s\\n- Estimated voiceover duration: 43s\\n- Word count: 104\\n- Platform note: Growth Short\\n\\n## Voiceover\\n\\nStop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\\n\\n## Caption beats\\n\\n- 00s: Stop asking AI to think for you.\\n- 03s: Ask it to argue with you.\\n- 06s: Most people use AI like a vending machine: type a question, get a confident answer, move on.\\n\\n--- ai-005-the-4-box-prompt-for-mental-overload.md ---\\n# The 4-box prompt for mental overload\\n\\n- ID: `ai-005`\\n- Pillar: `ai_life_systems`\\n- Target duration: 61s\\n- Estimated voiceover duration: 58s\\n- Word count: 139\\n- Platform note: TikTok Rewards Candidate\\n\\n## Voiceover\\n\\nIf your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\\n\\n## Caption beats\\n\\n- 00s: If your brain has 47 tabs open, paste the mess into this four-box prompt.\\n- 04s: Do not ask AI to motivate you.\\n- 08s: Ask it to sort the noise.\\n\\n--- attention-002-the-algorithm-does-not-need-you-happy.md ---\\n# The algorithm does not need you happy\\n\\n- ID: `attention-002`\\n- Pillar: `attention_design`\\n- Target duration: 67s\\n- Estimated voiceover duration: 61s\\n- Word count: 148\\n- Platform note: TikTok Rewards Candidate\\n\\n## Voiceover\\n\\nThe algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\\n\\n## Caption beats\\n\\n- 00s: The algorithm does not need you happy.\\n- 04s: It needs you to stay.\\n- 08s: That does not mean every app is evil.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_MIV5gAcfQuiZ1PK5iP1ZKHb6"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Adjusting criteria for AI tests**\n\nI need to consider the issue with the AI005 candidate. It’s estimated that a score of 58 is below the 60 threshold. The tests currently allow scores down to 55, but for production, I might want to aim for over 60. I should add a sentence emphasizing that the target is now 61, and make sure to include a few additional words to clarify that the tests may still be acceptable.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Adjusting criteria for AI tests**\n\nI need to consider the issue with the AI005 candidate. It’s estimated that a score of 58 is below the 60 threshold. The tests currently allow scores down to 55, but for production, I might want to aim for over 60. I should add a sentence emphasizing that the target is now 61, and make sure to include a few additional words to clarify that the tests may still be acceptable.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqENNdjf-P0p1pWm-hANsF0cDN-wPP7qx9Jn6wCmmRW_UBxYc5DHTfYGBmHiyrPg8FC84MXbZgQyV_h5iKJG9sOD0P3KyLWB1bca3qPRLHHrSIQG3Y-FCJQgwdWMzK3Y5z0Upd5c2PniIQeYFy5Xpwn4vXEz3D3s0MUb-I9T2dI4oiSIDL03FN2JquW_6MwsNQ4mWlRdK4vlufRh94EF9NZibdW3I2NxhgOpvd8dWg78hk6zERnoxuARNpbxmbv9lOpEAnUeO4gq5voqXD30K1A7gmHdvxw_Bamnwz3-T5pDuaQCt1mqYsyf4iqpEr-IdeBFiozvzVc8scYLFVxlDZ1icXHXbWQ6WrM1ttf_K9Uy2PqUeLf-wV1ufHAjxqpKKoRbVzez0OHa3FH4Rv_eiil9iVTpa6WWhZOdlUzZB4SoGqNyJBUDWiBaCyFHomjAJVT-f7NRMenK8g_OHR7a3Pfh8GnxXF-bRmGVVbsGqbF1HKEs1JKLfv6hc85JIFTwdoX-RTuJ7LqTTSJMm6XS3uXE2cz5GmlAQfIMr74Xv801aMPnZmR3RcUfHtXu5mVa6xIV6e3RgMHjMFkCg75BNQss-6cJMqLnKRBdce4UjXNuPhm2K89h0eFTmlTh6TOvbaUfYHBrVrzlLAu2Vb_ePupUavyl_GST1nBKSjTidR4FHwOysApWYUdm3VDy2uYGmKiasbPzdu94lOyvKVroXMpqoatjwFLZTsRv1cfTp1I9wBNJ14bOabQGF4Z-M1a0QcYMenrvtoAwxBMOqL50NoHmbPDsh6TM9PXdQiH-ZxdZ-7HLSPak-b7k6LPzlNndew_V7adEfXubqWp0XUsfqxZx8B4eU411Fzeiyd6HPXtOuhEuV1Saor0RKPxfm_Og6kEVjcSUIy5B3JOq3xAvvT8r8KN_-NDmA4wUE7KBumNOhoFkOJNWS6Ilp90w2GuYSws8EX9mwmPypY6nyn0hFoy2Q0Tq-Ce7URcxIXyBjpFrVD-RkuQS6gQkIFAAtESM5noD1VO3fpjQzpCUZej6iCRTrxdm3eGfM2iq1y74C9nG3RhrUQJDb1nRchyPTG3FrBeN6MmbA1MUGB7exQTZLcMg0mU-YWEJ001eA0EDGqzNnChEIE02qWDTi9XTTWFJCxjKhT_MPNy8542x-m0yKpBx7e4g==",
          "id": "rs_049e6b492e9f3d48016a10d355193881919a9c2aceb0a5a459",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Adjusting criteria for AI tests**\n\nI need to consider the issue with the AI005 candidate. It’s estimated that a score of 58 is below the 60 threshold. The tests currently allow scores down to 55, but for production, I might want to aim for over 60. I should add a sentence emphasizing that the target is now 61, and make sure to include a few additional words to clarify that the tests may still be acceptable."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_C7ToAiSxYAPEidTKP5L5jD8e",
          "call_id": "call_C7ToAiSxYAPEidTKP5L5jD8e",
          "response_item_id": "fc_049e6b492e9f3d48016a10d35847e481918159dc1024e99e9b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. If it still feels too big, shrink it again. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\",\"old_string\":\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\\n@@ -10,7 +10,7 @@\\n \\n TOP3_CUSTOM_VOICEOVERS = {\\n     \\\"ai-004\\\": \\\"\\\"\\\"Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\\\"\\\"\\\",\\n-    \\\"ai-005\\\": \\\"\\\"\\\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\\\"\\\"\\\",\\n+    \\\"ai-005\\\": \\\"\\\"\\\"If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. If it still feels too big, shrink it again. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\\\"\\\"\\\",\\n     \\\"attention-002\\\": \\\"\\\"\\\"The algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\\\"\\\"\\\",\\n }\\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/autoshorts/voiceover_finalizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_C7ToAiSxYAPEidTKP5L5jD8e"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_vJ39v6GpqqVArpzJmT9XnIQs",
          "call_id": "call_vJ39v6GpqqVArpzJmT9XnIQs",
          "response_item_id": "fc_049e6b492e9f3d48016a10d361d85481919ea1f00aef2802ca",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    assert final[\\\"estimated_seconds\\\"] >= 60\",\"old_string\":\"    assert final[\\\"estimated_seconds\\\"] >= 55\",\"path\":\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\\n+++ b//home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\\n@@ -27,7 +27,7 @@\\n \\n     assert final[\\\"platform_note\\\"] == \\\"TikTok Rewards Candidate\\\"\\n     assert final[\\\"word_count\\\"] >= 120\\n-    assert final[\\\"estimated_seconds\\\"] >= 55\\n+    assert final[\\\"estimated_seconds\\\"] >= 60\\n     assert \\\"comment\\\" in final[\\\"voiceover\\\"].lower()\\n \\n \\n\", \"files_modified\": [\"/home/agent/jarvis_runtime/AutoShortsBot/tests/test_voiceover_finalizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_vJ39v6GpqqVArpzJmT9XnIQs"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_BUdQV1PB9Dt6XeE3NbAGyzw2",
          "call_id": "call_BUdQV1PB9Dt6XeE3NbAGyzw2",
          "response_item_id": "fc_049e6b492e9f3d48016a10d36930f88191b76bf5425c5dc3cc",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"rm -rf data/final_scripts/testbatch_002_top3\\npython3 scripts/generate_final_scripts.py --batch data/drafts/testbatch_002.json --out data/final_scripts/testbatch_002_top3\\npython3 -m pytest tests/test_voiceover_finalizer.py -q\\npython3 - <<'PY'\\nfrom pathlib import Path\\nfor p in sorted(Path('data/final_scripts/testbatch_002_top3').glob('*.md')):\\n    for line in p.read_text(encoding='utf-8').splitlines():\\n        if line.startswith('- Estimated') or line.startswith('- Word') or line.startswith('- ID'):\\n            print(p.name, line)\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"Generated 3 final scripts in data/final_scripts/testbatch_002_top3\\ndata/final_scripts/testbatch_002_top3/ai-004-stop-asking-ai-to-think-for-you.md\\ndata/final_scripts/testbatch_002_top3/ai-005-the-4-box-prompt-for-mental-overload.md\\ndata/final_scripts/testbatch_002_top3/attention-002-the-algorithm-does-not-need-you-happy.md\\n...                                                                      [100%]\\n3 passed in 0.04s\\nai-004-stop-asking-ai-to-think-for-you.md - ID: `ai-004`\\nai-004-stop-asking-ai-to-think-for-you.md - Estimated voiceover duration: 43s\\nai-004-stop-asking-ai-to-think-for-you.md - Word count: 104\\nai-005-the-4-box-prompt-for-mental-overload.md - ID: `ai-005`\\nai-005-the-4-box-prompt-for-mental-overload.md - Estimated voiceover duration: 61s\\nai-005-the-4-box-prompt-for-mental-overload.md - Word count: 148\\nattention-002-the-algorithm-does-not-need-you-happy.md - ID: `attention-002`\\nattention-002-the-algorithm-does-not-need-you-happy.md - Estimated voiceover duration: 61s\\nattention-002-the-algorithm-does-not-need-you-happy.md - Word count: 148\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_BUdQV1PB9Dt6XeE3NbAGyzw2"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_FXPyxIzMczJmAqVTk3CNL94o",
          "call_id": "call_FXPyxIzMczJmAqVTk3CNL94o",
          "response_item_id": "fc_049e6b492e9f3d48016a10d36e8a0c81919a578f17ed459288",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Finale Skripte für Top-3 generieren\",\"id\":\"3\",\"status\":\"completed\"},{\"content\":\"Tests ausführen, committen und pushen\",\"id\":\"4\",\"status\":\"in_progress\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Voiceover-Finalizer schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Voiceover-Finalizer implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Finale Skripte für Top-3 generieren\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 1, \"completed\": 3, \"cancelled\": 0}}",
      "tool_call_id": "call_FXPyxIzMczJmAqVTk3CNL94o"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_MxpkFlBzaArQ0A3g1iz6hmsE",
          "call_id": "call_MxpkFlBzaArQ0A3g1iz6hmsE",
          "response_item_id": "fc_049e6b492e9f3d48016a10d375078081919692b73e9e58c52c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 -m pytest -q\\ngit status --short\\ngit diff --stat\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"...............                                                          [100%]\\n15 passed in 0.05s\\n M autoshorts/__init__.py\\n?? autoshorts/voiceover_finalizer.py\\n?? data/final_scripts/\\n?? scripts/generate_final_scripts.py\\n?? tests/test_voiceover_finalizer.py\\n autoshorts/__init__.py | 2 +-\\n 1 file changed, 1 insertion(+), 1 deletion(-)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_MxpkFlBzaArQ0A3g1iz6hmsE"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_EmnbleEFwbHn9InDWBzAwHwB",
          "call_id": "call_EmnbleEFwbHn9InDWBzAwHwB",
          "response_item_id": "fc_049e6b492e9f3d48016a10d37a73d881918f9882d5ddbe3ea5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit add autoshorts data/final_scripts scripts/generate_final_scripts.py tests/test_voiceover_finalizer.py\\ngit commit -m \\\"feat: add voiceover finalizer for top retention scripts\\\"\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"[feat/initial-growth-engine f73ddef] feat: add voiceover finalizer for top retention scripts\\n 7 files changed, 371 insertions(+), 1 deletion(-)\\n create mode 100644 autoshorts/voiceover_finalizer.py\\n create mode 100644 data/final_scripts/testbatch_002_top3/ai-004-stop-asking-ai-to-think-for-you.md\\n create mode 100644 data/final_scripts/testbatch_002_top3/ai-005-the-4-box-prompt-for-mental-overload.md\\n create mode 100644 data/final_scripts/testbatch_002_top3/attention-002-the-algorithm-does-not-need-you-happy.md\\n create mode 100644 scripts/generate_final_scripts.py\\n create mode 100644 tests/test_voiceover_finalizer.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_EmnbleEFwbHn9InDWBzAwHwB"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_PVS8069zH9wYIrL3TfZEBNUx",
          "call_id": "call_PVS8069zH9wYIrL3TfZEBNUx",
          "response_item_id": "fc_049e6b492e9f3d48016a10d37ea4a08191961875b311dbeb4a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/jarvis_runtime/AutoShortsBot\\nexport GITHUB_TOKEN=$(tr -d '\\\\n\\\\r' < /home/agent/.hermes/secrets/github_autoshortsbot_token)\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push >/tmp/autoshorts_push4.log 2>&1 || { sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g' /tmp/autoshorts_push4.log; exit 1; }\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\nprintf 'branch=%s\\\\nlocal=%s\\\\nremote=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\ncat /tmp/autoshorts_push4.log | sed -E 's/(github_pat_|ghp_)[A-Za-z0-9_]+/[REDACTED]/g'\",\"timeout\":120}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"branch=feat/initial-growth-engine\\nlocal=f73ddef6f49aff7472fafed67558db01baf2706c\\nremote=f73ddef6f49aff7472fafed67558db01baf2706c\\nTo https://github.com/Gamexgit/AutoShortsBot.git\\n   5799d16..f73ddef  feat/initial-growth-engine -> feat/initial-growth-engine\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_PVS8069zH9wYIrL3TfZEBNUx"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_tJlqGOMfqL7AbWetxDAMIEjY",
          "call_id": "call_tJlqGOMfqL7AbWetxDAMIEjY",
          "response_item_id": "fc_049e6b492e9f3d48016a10d38acae88191b3fee2b135d79e84",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"git status --short --branch && python3 -m pytest -q\",\"timeout\":60,\"workdir\":\"/home/agent/jarvis_runtime/AutoShortsBot\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"## feat/initial-growth-engine...origin/feat/initial-growth-engine\\n...............                                                          [100%]\\n15 passed in 0.05s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_tJlqGOMfqL7AbWetxDAMIEjY"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_XjjHVsVDSGi8fWbUksnNNE07",
          "call_id": "call_XjjHVsVDSGi8fWbUksnNNE07",
          "response_item_id": "fc_049e6b492e9f3d48016a10d38f50148191863ca821865c5a0a",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests ausführen, committen und pushen\",\"id\":\"4\",\"status\":\"completed\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"1\", \"content\": \"Tests für Voiceover-Finalizer schreiben\", \"status\": \"completed\"}, {\"id\": \"2\", \"content\": \"Voiceover-Finalizer implementieren\", \"status\": \"completed\"}, {\"id\": \"3\", \"content\": \"Finale Skripte für Top-3 generieren\", \"status\": \"completed\"}, {\"id\": \"4\", \"content\": \"Tests ausführen, committen und pushen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "tool_call_id": "call_XjjHVsVDSGi8fWbUksnNNE07"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n## Implementiert\n\nIch habe den **Voiceover-Finalizer v1** gebaut und für die Top-3-Kandidaten finale Voiceover-Skripte generiert.\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nNeuer Commit:\n\n```text\nf73ddef feat: add voiceover finalizer for top retention scripts\n```\n\nRemote-Verifikation:\n\n```text\nlocal == remote\n```\n\nTests:\n\n```text\n15 passed in 0.05s\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Neue Dateien\n\n### Code\n\n```text\nautoshorts/voiceover_finalizer.py\nscripts/generate_final_scripts.py\ntests/test_voiceover_finalizer.py\n```\n\n### Finale Top-3-Skripte\n\n```text\ndata/final_scripts/testbatch_002_top3/\n  ai-004-stop-asking-ai-to-think-for-you.md\n  ai-005-the-4-box-prompt-for-mental-overload.md\n  attention-002-the-algorithm-does-not-need-you-happy.md\n```\n\n---\n\n## Finalisierte Top-3\n\n### 1. `ai-004` — Stop asking AI to think for you\n\n- **Ziel:** Growth Short\n- **Target:** 41s\n- **Estimated Voiceover:** 43s\n- **Word Count:** 104\n\n**Voiceover:**\n\n> Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\n\n---\n\n### 2. `ai-005` — The 4-box prompt for mental overload\n\n- **Ziel:** TikTok Rewards Candidate\n- **Target:** 61s\n- **Estimated Voiceover:** 61s\n- **Word Count:** 148\n\n**Voiceover:**\n\n> If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. If it still feels too big, shrink it again. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\n\n---\n\n### 3. `attention-002` — The algorithm does not need you happy\n\n- **Ziel:** TikTok Rewards Candidate\n- **Target:** 67s\n- **Estimated Voiceover:** 61s\n- **Word Count:** 148\n\n**Voiceover:**\n\n> The algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\n\n---\n\n## Was der Finalizer jetzt erzeugt\n\nFür jedes finale Skript:\n\n- finales Voiceover\n- Ziel-/Schätzlänge\n- Word Count\n- Caption Beats mit Timing\n- Visual Concept\n- Caption\n- CTA\n- Production Notes\n\nBeispiel Production Notes:\n\n- First frame must show the hook as large kinetic caption text.\n- Use motion or a visual state change in the first 1–2 seconds.\n- Avoid static AI slideshow visuals.\n- For AI clips: show human decision/approval moment.\n- For Attention Design: avoid moral panic; frame as defaults/design.\n\n---\n\n## Nächster Entwicklungsschritt\n\nJetzt ist der Text stark genug für den ersten Rendering-Schritt.\n\nIch würde als Nächstes bauen:\n\n## Render Plan v1\n\nNoch nicht direkt voll rendern, sondern zuerst pro Video einen **Shot Plan** generieren:\n\nFür jedes Script:\n\n- Szene 1: First-frame hook\n- Szene 2: Pattern interrupt\n- Szene 3: Core explanation\n- Szene 4: Screen/card visual\n- Szene 5: CTA\n- Caption-Beats\n- Asset-Typ:\n  - Screen recording\n  - generated background\n  - card animation\n  - stock/B-roll\n  - kinetic text\n\nDanach erst Renderer anpassen.\n\nWarum? Weil die bisherigen Videos vor allem am **generischen KI-Bild/Slideshow-Look** leiden. Wenn wir jetzt blind rendern, macht der Bot wieder hübschen, aber scrollbaren Tapetenwechsel. Das wäre ästhetisch sauber und strategisch dumm — also exakt das, was wir vermeiden.",
      "reasoning": null,
      "finish_reason": "stop",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n## Implementiert\n\nIch habe den **Voiceover-Finalizer v1** gebaut und für die Top-3-Kandidaten finale Voiceover-Skripte generiert.\n\nGepusht auf:\n\n```text\nfeat/initial-growth-engine\n```\n\nNeuer Commit:\n\n```text\nf73ddef feat: add voiceover finalizer for top retention scripts\n```\n\nRemote-Verifikation:\n\n```text\nlocal == remote\n```\n\nTests:\n\n```text\n15 passed in 0.05s\n```\n\nPR-Link bleibt:\n\nhttps://github.com/Gamexgit/AutoShortsBot/pull/new/feat/initial-growth-engine\n\n---\n\n## Neue Dateien\n\n### Code\n\n```text\nautoshorts/voiceover_finalizer.py\nscripts/generate_final_scripts.py\ntests/test_voiceover_finalizer.py\n```\n\n### Finale Top-3-Skripte\n\n```text\ndata/final_scripts/testbatch_002_top3/\n  ai-004-stop-asking-ai-to-think-for-you.md\n  ai-005-the-4-box-prompt-for-mental-overload.md\n  attention-002-the-algorithm-does-not-need-you-happy.md\n```\n\n---\n\n## Finalisierte Top-3\n\n### 1. `ai-004` — Stop asking AI to think for you\n\n- **Ziel:** Growth Short\n- **Target:** 41s\n- **Estimated Voiceover:** 43s\n- **Word Count:** 104\n\n**Voiceover:**\n\n> Stop asking AI to think for you. Ask it to argue with you. Most people use AI like a vending machine: type a question, get a confident answer, move on. That is the weakest use case. Try this instead: paste your idea and ask, what assumptions am I making? What is the weakest part? What would a smart critic disagree with? Now AI is not replacing your thinking. It is putting resistance against lazy thinking. You still decide. You still own the consequence. But you arrive sharper, because the first version had to survive a fight. Comment CRITIC if you want the exact prompt.\n\n---\n\n### 2. `ai-005` — The 4-box prompt for mental overload\n\n- **Ziel:** TikTok Rewards Candidate\n- **Target:** 61s\n- **Estimated Voiceover:** 61s\n- **Word Count:** 148\n\n**Voiceover:**\n\n> If your brain has 47 tabs open, paste the mess into this four-box prompt. Do not ask AI to motivate you. Ask it to sort the noise. First, dump everything: tasks, worries, random reminders, half-decisions, all of it. Then ask AI: split this into four boxes. Box one: tasks I can actually do. Box two: worries I cannot solve right now. Box three: decisions I need to make. Box four: later, not today. Then ask one final question: what is the next action that takes less than two minutes? That is the whole trick. You are not looking for a perfect life plan. You are looking for one clean handle on the chaos. When the output appears, do only the two-minute action first. If it still feels too big, shrink it again. Momentum beats clarity. Comment RESET if you want me to turn this into a copy-paste template.\n\n---\n\n### 3. `attention-002` — The algorithm does not need you happy\n\n- **Ziel:** TikTok Rewards Candidate\n- **Target:** 67s\n- **Estimated Voiceover:** 61s\n- **Word Count:** 148\n\n**Voiceover:**\n\n> The algorithm does not need you happy. It needs you to stay. That does not mean every app is evil. It means the incentives are not the same as yours. You want focus, sleep, actual progress, maybe a quiet brain for once. The feed wants one more swipe. So stop fighting a machine with vibes. Change the design. First, turn your phone to greyscale when you need deep work. Second, remove your worst app from the home screen. Do not delete it if that feels dramatic. Just make it less automatic. Third, before you open a feed, set a leaving cue: one search, three videos, or five minutes. If there is no exit rule, the app owns the exit. This is not about becoming a monk. It is about making your phone slightly less talented at stealing your day. Which app gets moved off your home screen today?\n\n---\n\n## Was der Finalizer jetzt erzeugt\n\nFür jedes finale Skript:\n\n- finales Voiceover\n- Ziel-/Schätzlänge\n- Word Count\n- Caption Beats mit Timing\n- Visual Concept\n- Caption\n- CTA\n- Production Notes\n\nBeispiel Production Notes:\n\n- First frame must show the hook as large kinetic caption text.\n- Use motion or a visual state change in the first 1–2 seconds.\n- Avoid static AI slideshow visuals.\n- For AI clips: show human decision/approval moment.\n- For Attention Design: avoid moral panic; frame as defaults/design.\n\n---\n\n## Nächster Entwicklungsschritt\n\nJetzt ist der Text stark genug für den ersten Rendering-Schritt.\n\nIch würde als Nächstes bauen:\n\n## Render Plan v1\n\nNoch nicht direkt voll rendern, sondern zuerst pro Video einen **Shot Plan** generieren:\n\nFür jedes Script:\n\n- Szene 1: First-frame hook\n- Szene 2: Pattern interrupt\n- Szene 3: Core explanation\n- Szene 4: Screen/card visual\n- Szene 5: CTA\n- Caption-Beats\n- Asset-Typ:\n  - Screen recording\n  - generated background\n  - card animation\n  - stock/B-roll\n  - kinetic text\n\nDanach erst Renderer anpassen.\n\nWarum? Weil die bisherigen Videos vor allem am **generischen KI-Bild/Slideshow-Look** leiden. Wenn wir jetzt blind rendern, macht der Bot wieder hübschen, aber scrollbaren Tapetenwechsel. Das wäre ästhetisch sauber und strategisch dumm — also exakt das, was wir vermeiden."
            }
          ],
          "id": "msg_049e6b492e9f3d48016a10d392a5208191acde6b7a70847e19",
          "phase": "final_answer"
        }
      ]
    }
  ]
}