{
  "session_id": "20260517_104305_ba8569",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-17T09:46:07.569505",
  "last_updated": "2026-05-17T11:38:04.980166",
  "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    - 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 (6.17.0-23-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% — 2,196/2,200 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 path: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv` (outside repo, mode 600); never store/quote token.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [99% — 1,367/1,375 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§\n**Beziehung:** Loyaler Partner\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 preference: phased safety gates; no mass imports without approval; aggregate-only reporting; hide real rows/values/raw IDs; polished User Mode. Has OpenFIGI key; never store/show it. Expects active post-session memory/skill capture in umbrella skills.\n\nConversation started: Sunday, May 17, 2026 10:43 AM\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": 226,
  "messages": [
    {
      "role": "user",
      "content": "[M G] ich habe den API key für Openfigi. wo soll ich dir diesen ablegen? gib mir die befehle fürs Terminal."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_qqE1X4vodSsTOMG176nuQKS2",
          "call_id": "call_qqE1X4vodSsTOMG176nuQKS2",
          "response_item_id": "fc_03507daf03b84d1d016a081825a2948191bca31f4b12ebbdf2",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"finance-system-architecture\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Setting up the OpenFIGI key**\n\nI see that we need the answer in German. It’s important to set up the OpenFIGI key properly, but I'm wondering if this is more about configuration rather than Hermes itself, which could be a finance-related aspect. The user seems to be asking where to place the API key, so I might want to focus on the relevant finance skill or even the finance system architecture. Let’s load the finance-system architecture for clarity!",
      "reasoning_content": "**Setting up the OpenFIGI key**\n\nI see that we need the answer in German. It’s important to set up the OpenFIGI key properly, but I'm wondering if this is more about configuration rather than Hermes itself, which could be a finance-related aspect. The user seems to be asking where to place the API key, so I might want to focus on the relevant finance skill or even the finance system architecture. Let’s load the finance-system architecture for clarity!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCBglkxBAX3MP9T4yRqp-IH3BTIajwSaqj8Z-oFIRkH7EGlm-jyP6Wc2f8HmWK_Dx9tk9B0w84kbZ5kU2WY_oqbMI-mcdVlhnj9TiN2HHqOurIIvJDm1iPaTIf2pQALP0w_PaFk6dpqsmQunhObbWu6OwJfzKyz1s8DpCasvlBEe39toW4yNCh7CvDMTKV4lLi6zvRZ6Fsm_0QA_7VXthMPrKVTuJZ6G_JRYiCqAXbxo8vaeT6P5MHJg8pXL538maqaMan9WdeFoETvSNt6YyFvzZxhd7-kRCU49MA3dyRLt-8SkGGUTxBNEVAD6rq_1r8sUoXAjlGzHv-Md9QYMiCoU9FDFxikMtzdkuYwF0R_8ovsb_lu8farmD6_yel_ohokZkzCW6YLxqVget07vS7RmdP0R_dwvH25FktzWUKD1UP7IfL1-8dMCyhbuVPSNX4bQjW5iMvWdJq-tsCHae4U-fJ6YsZfT6VOjdVbtTvJb_Y9vx14yq-u9tiXka-51L8SLngavFP9YijomNW4FdvaODs2YwU1ibSv52podZnH4JFv8cAnQ3q-HY2VoBNAvac4DR2GGk2Lw3SytQy-qBteh3DmMt9AyvygfD8QbkTRhDoJzv4rAU1_ijiKbFrQHjteP9-sEkCC9Xhhgo4JX6dTo9ozb-jNiN1jGhpHIVgiESpVXELR-cIWLcKG0bn100VTQXJGgvYR-tSG2MlJGzmhRFFbmzELKcQOqsRaIofI3bCt1dX0OxIZ2x376qReEstbcNvXIgbPyoyiu3sT5SWTORBd7Id7g-tPofV2kIg6MkmQ6JqaZtUWTImcnqr77KqRybSBFnWk63Kq09sIQtsjPFWXtTkw_2LOs-Hm3EfdOc8pPZDuCs29R1A-4IhhNo_vMhou13ZRZ1VuaKml9H8PN1shPGviE3LvzhX4ttuFltcF2RvZt_Ax1tPuccbVJ91LKQOFQp8l0bwIImCqnDCSQ9xQN3lUEyWheeuofgZg3TsH9YWk_Y1GLPx3cbif5-CVwMlGlvq7EjDWLwE-v8xZa682ZyAYVeqbHZHRdY_GfxoAENZomOWGK22EJzkMuEiBzLl8PvUDsRSpx23XRLdVkD5I3HPoTpTR361a_jXfCL_JWoh7KpLQyfyjDz5UbSpTkcpWLm9ooB1xr-ivsNnPDEGrybla2OWgS5JTx_XkLEEL53hATB160tMxYK_fPvA9N2Tzr5fO5bIdSrxPC86ASwzNBI26vx85mRIRRBUGpnMF6RBDODR5wSFY-pkJvqZR_StHkm9jMUIAeSKItK9MTlZhumfoVHkQ-BiQeuzwLoLnI=",
          "id": "rs_03507daf03b84d1d016a081822325c81919691e05e547f39ee",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Setting up the OpenFIGI key**\n\nI see that we need the answer in German. It’s important to set up the OpenFIGI key properly, but I'm wondering if this is more about configuration rather than Hermes itself, which could be a finance-related aspect. The user seems to be asking where to place the API key, so I might want to focus on the relevant finance skill or even the finance system architecture. Let’s load the finance-system architecture for clarity!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[skill_view] name=finance-system-architecture (46,556 chars)",
      "tool_call_id": "call_qqE1X4vodSsTOMG176nuQKS2"
    },
    {
      "role": "user",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 111 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_07HmvNUPxpmtNH4bAuo4pS6L",
          "call_id": "call_07HmvNUPxpmtNH4bAuo4pS6L",
          "response_item_id": "fc_064af6ee3d6528eb016a097b854a788191becf09d48c468a3c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncp /tmp/overview_new.py src/jarvis_finance/services/budget_overview.py\\npython -m py_compile src/jarvis_finance/services/budget_overview.py src/jarvis_finance/services/budget_seed_review.py src/jarvis_finance/api/routers/budget.py\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_07HmvNUPxpmtNH4bAuo4pS6L"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_rtlnR0hwPYx1ILJ8fn0j1jLN",
          "call_id": "call_rtlnR0hwPYx1ILJ8fn0j1jLN",
          "response_item_id": "fc_064af6ee3d6528eb016a097b8b8b2c8191a744aef309fb73db",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\": \"/tmp/test_append.py\", \"content\": \"\\n\\ndef income_workbook() -> dict[str, list[list[str]]]:\\n    rows = [[\\\"Kategorie\\\", \\\"Position\\\", \\\"Jan\\\", \\\"Feb\\\", \\\"Jahr\\\", \\\"Typ\\\"]]\\n    rows += [[\\\"\\\", \\\"\\\", \\\"\\\", \\\"\\\", \\\"\\\", \\\"\\\"] for _ in range(35)]\\n    rows += [\\n     ...[truncated]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Adding unit tests**\n\nI need to make sure everything compiles correctly before diving into unit tests. It's a critical step to avoid any surprises down the line! Once that's clear, I can use patch append to test specific functionalities. I'll take my time with this to ensure I’m covering everything needed for a solid testing foundation. I really want to get this right so that the subsequent code is robust and reliable! Let’s see how it goes!",
      "reasoning_content": "**Adding unit tests**\n\nI need to make sure everything compiles correctly before diving into unit tests. It's a critical step to avoid any surprises down the line! Once that's clear, I can use patch append to test specific functionalities. I'll take my time with this to ensure I’m covering everything needed for a solid testing foundation. I really want to get this right so that the subsequent code is robust and reliable! Let’s see how it goes!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXuLZEfDXXZgPPhyMl7fBtdxCUeyaWGX7rCV8YPgJj_O420C5J8e352bjwT_ooR64o0kniHQgVPR0AB2L7Pc_ulFLkuz-M6BX_15lySNyC4BvC1Jt44ZePTdqQ8icpEnVFg3kMFMXj2LEGIkJeuIG3HRnM42G4o5swnJBuMJhFhwYyHa2Kh4XIJyxdOMPen9FYzz8DGRes5jP4FafKUjkZDd_N-E2rvhh6icI_t7P0kMJcH9ViPangmvD-xby5yXgQmspJ0k97iLYzHU9bPC8cRa_2o1VUPO6PHSAmnw-gufJOkEbyvR2drPF4aaptomKRArkg2DffRvqGNkVxSKXAaYHdAFZ_i1-BZI3loLSf0dOks18E4vxk6QsDRwP8dNedD6fLxlt0lAmuQ6I9ECYbQeD9iC9bua_oiK2xjhwoNp3LrXfUPsq7VR_OoQPRanvMsCeYnkHkJtxuJCwC8Etditb8wi2bs_fnFy1fMpWjx8AVA32H8nPWZ9OczzSkJLYy0AlIDhGrIWeXkTtguCFCawccP5RuJr3wYjQXYDvREYs_u9dftZE2hVJSWBlVpa4v0Fs_mpKcoNi6CzEeSqEHbBjNmW3JFxCS67SKdRHDswEuxTIfV8beb9Qqd-BqMYLXjn2kQMuVSoRGltR_Cx_Es5xbXGC2upokdE_23TEadByI_bd7AHKah3CiLtjBBCfYt23gqnrRoa1qpG4LBMc9PrHxYvmeNkpGHBjuYjJVBFVy8Ar82W_28GLDb5fF9ZonRP7LS5-c1K3El4bXK6SoBmUYtH4ZCVXphPHbJT_wa-lcqx6ZIcwsRgMovPexi9NqOT7rYLGl6rLWxIziiWxJJBLGS6pHnpbZBdFweh-e4UQvMPeQinpvzEPGovSTWkptR5Eh9uJ_C2Vnlchhf3_gDabpIYGKZPAbZdQ7eTbVt3gAvDH4769pYdiMMaYax2fGo2mQMyQIY61vdR_nWVy8S0JbbBQgyCX1XmNRwGRcroXoZrY5sHZwQ09elhb6hDoiSz7ybjcN1aUKO5w5pzu418AQ==",
          "id": "rs_064af6ee3d6528eb016a097b8970d08191b5e2099390de14a0",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Adding unit tests**\n\nI need to make sure everything compiles correctly before diving into unit tests. It's a critical step to avoid any surprises down the line! Once that's clear, I can use patch append to test specific functionalities. I'll take my time with this to ensure I’m covering everything needed for a solid testing foundation. I really want to get this right so that the subsequent code is robust and reliable! Let’s see how it goes!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 6204, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_rtlnR0hwPYx1ILJ8fn0j1jLN"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_W0WgbPtHxJxKKF3TL1Ken5OY",
          "call_id": "call_W0WgbPtHxJxKKF3TL1Ken5OY",
          "response_item_id": "fc_064af6ee3d6528eb016a097bac7d8881919ab15cf37b72980d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncat /tmp/test_append.py >> tests/unit/test_budget_phase12_seed_review.py\\nPYTHONPATH=src pytest -q tests/unit/test_budget_phase12_seed_review.py\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"..........                                                               [100%]\\n10 passed in 0.88s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_W0WgbPtHxJxKKF3TL1Ken5OY"
    },
    {
      "role": "assistant",
      "content": "Backend-Kernfunktionen und neue Tests sind grün. Ich erweitere jetzt die Vue-Review-Oberfläche und Menüstruktur.",
      "tool_calls": [
        {
          "id": "call_jvR85A6QV7LvL2RZEVy7TBqC",
          "call_id": "call_jvR85A6QV7LvL2RZEVy7TBqC",
          "response_item_id": "fc_064af6ee3d6528eb016a097bb500808191a98ebda67c2e4fc0",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"export type BudgetOverview = { current_month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; review_count: number; uncategorized_count: number; pending_seed_candidate_count...[truncated]\", \"old_string\": \"export type BudgetOverview = { current_month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; review_count: number; uncategorized_count: number; planned_budget_chf: string; ...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning frontend update**\n\nI need to work on updating the frontend, which involves adding API functions. Specifically, I’m thinking of utilizing the PATCH method to implement changes. This should allow for efficient updates without sending unnecessary data. I’ll want to ensure that all parts of the frontend maintain compatibility with the updated functions. It's all about keeping everything in sync! I'll keep this in mind as I put together the update plan.",
      "reasoning_content": "**Planning frontend update**\n\nI need to work on updating the frontend, which involves adding API functions. Specifically, I’m thinking of utilizing the PATCH method to implement changes. This should allow for efficient updates without sending unnecessary data. I’ll want to ensure that all parts of the frontend maintain compatibility with the updated functions. It's all about keeping everything in sync! I'll keep this in mind as I put together the update plan.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXu0q9teiwXYVKke2phCGUlowCwNT4ZCvfVBVy6qwOKALtom-K915iELqBMhkfZTFkg7rulmRATc7Wn7VqVHCWqaZG_GLxZpGNGMttpJtHq7TTkybgG8qMHmAogs72adllWirfbE1sl-jdnI0F95keBzZYpBVZgFRLZ5JiJFSN0cJtQHnRPML67lASUSlnRGlz4UMNmNiJ4ydJFa8KTuKKeyC_egbEWZVCGzjYx6mMcTbd3PTwshn4a3Yu8EOj4ANWC409LUKG2lZ5yqRtGX-ZAqLPT69zKIxS2znZsZR0hqbGxvtbwWkBNw7eYkvEjg-fWWr426x52TYPko16Ha0uldTMejLixL85rUPF-XVSQF18ZC7Q4g5G8p3Dw8ucyThEcpoyZEksoXMN-7Gyq2Zxg3MV6c3W1F83ixW5qn8oGTJHnm5znwQTQzokN7FGITP9FoXzxqM40QXYqRCggNmR3alrI_oHSnwvn2sCprJE3IHmSs1dmlxOqgFPUj5Meo4wTCWm3O3ZCVcOZrrWTw13eqOYFYIQHmssHvt_8FrZnCzkGSqSYdf--vsBeYAFtfNIG3ErPS7bnsD5QBxQBfgGGLi7lbuigSkQdO1oemZFxeuIDc0GCbHwXrIc-zPVDDPIQfmNRFXfBvOGvvodjxIdO3bX_bTIEfHfjKnrltGRdNbPeSvmBF0mqdaKFIJWT3SlTrUVgZuxf1J6D1FHpQO_l_rUoodT9DyzikjstCPIbeku3WBTKKdMddkpP8TVujFfmnY_soFu1-sMSwxupJtdS71P7CKJyLUO-_EtL7xp7QsTXxzk2g1Lx2vxIDtgCOIKFMA14j_0STrwwDH8UAGzvJfbRUd7v6Eaywa5m-U9nBA7eBrL8SO-jNVW_l7hIramH5Ez1bOm149VDHnpiBe3IHWQWz9FsphCIvJh-fFSBsSo0brNQyg5nXFEzHYcYur1q83wOmMeIlEbgtcMNZavwerSIlFHkjsBvxkutBb3LxnAc=",
          "id": "rs_064af6ee3d6528eb016a097bb2363c819193ed6ee395bc735c",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning frontend update**\n\nI need to work on updating the frontend, which involves adding API functions. Specifically, I’m thinking of utilizing the PATCH method to implement changes. This should allow for efficient updates without sending unnecessary data. I’ll want to ensure that all parts of the frontend maintain compatibility with the updated functions. It's all about keeping everything in sync! I'll keep this in mind as I put together the update plan."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backend-Kernfunktionen und neue Tests sind grün. Ich erweitere jetzt die Vue-Review-Oberfläche und Menüstruktur."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097bb4dd9881919977d4ff01877f7c",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts (2,426 chars result)",
      "tool_call_id": "call_jvR85A6QV7LvL2RZEVy7TBqC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_9lek0xlRkRgANG5voIBH1nfG",
          "call_id": "call_9lek0xlRkRgANG5voIBH1nfG",
          "response_item_id": "fc_064af6ee3d6528eb016a097bc19dc881918d7ea04cef2c4348",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\nexport const reopenBudgetSeedCandidate = (id: string, n...[truncated]\", \"old_string\": \"export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\n\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts (2,217 chars result)",
      "tool_call_id": "call_9lek0xlRkRgANG5voIBH1nfG"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_v1mehE8LFzCG7wUJiw2IiWtL",
          "call_id": "call_v1mehE8LFzCG7wUJiw2IiWtL",
          "response_item_id": "fc_064af6ee3d6528eb016a097bd880a48191bbacb1f57c303de5",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue\", \"content\": \"<template>\\n  <section class=\\\"space-y-6\\\">\\n    <header>\\n      <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Review → Preview → Confirm → Audit</p>\\n      <h1 class=\\\"mt-2 text-3xl font-semi...[truncated]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering budget setup improvements**\n\nI need to replace the BudgetSetupPage, and I'm thinking it could be simpler. I wonder if using the write_file function might streamline things. It seems like a more efficient approach, so I'll look into how to implement that effectively. It’s essential to ensure that the replacement not only meets current needs but also simplifies the overall user experience. Let’s aim for clarity and usability!",
      "reasoning_content": "**Considering budget setup improvements**\n\nI need to replace the BudgetSetupPage, and I'm thinking it could be simpler. I wonder if using the write_file function might streamline things. It seems like a more efficient approach, so I'll look into how to implement that effectively. It’s essential to ensure that the replacement not only meets current needs but also simplifies the overall user experience. Let’s aim for clarity and usability!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXvYtCWlk6Vz9pL2qy494Lqvia6ANgKlqfcooERrOmtNFlf5pFgtREqJFHHgt255-M5njuAv4he8vGBqtPwXFBkQ1RJgK0-GWX9HqZpc-cPDk2tjfZV5bZG71BUb-G_Xl8U10YWO9fG_6GcuGBtuXHD7NIxtdcs3cpEtgvJaHK2XzLXoE9UgID2OvQzBFdU9OhrtZPrYQk5eTMjU0lF_PJ4-i7agsPzrKNSrlyri0e_g5UWDrmeuESOAgxXnHK_KNNT1Z5_3hElx5DPWBgHwH-PNJ-Jw7KIxeIp-Y8l867js1KySNXNmTrQiPDLLy7QIY6eaZoB2jITBdna2xZDl-0uZRYFxPbcn9DLf8_XhpHmbjS6gN5VzdwO9Dp97h0lea7Vuctuz6nDyf2ayBIolt75HziMKWvcn4o4pMlyDeY6XgcXELOsDILPRxublxgo27-hZVm8k3d-B4Q5cJ-xFsjRO_gzCyIT-Xr82WOHNJfn_I60lmR45K0338A6TAOwyddRSvScCsG_YHMetkW2K7J5VHVhEqAkb6lpBK1BzfppDntPo6_JCGynDJsuPZTrfOIHjjqt5Gk1tEb6UJol6rPmNDJWSrdOFuV1pIL5kA0ITBYalpieLDkZr_PPinH2PzfoEhpwKTzte5swrGSgKSImjgXU5mheo8VqMTmksJ8xjyn-GrMqBs1qjNss-1rXbUBa9q9-R0oma_L32XyWPtCjDvnyW7pf55xfWXiA304VYQmyw2v6UO3Dv5tFWfbfmKRaerE3lRbTjgX9_m3yp7lueoiNcpB2FQPOOq4lfyFAP9aemrST0RMnZT_lLfAjbYfBW3vsbrBl-TA5wKAc5guWMAqUUuNEFzNlKC2QZTSpOZmIEKczE0mH0M3nlhajbbfu_-xlg5KtIVTUget6JbwEZRl-S5HO35ml-PMnfEMoZ0sC52qvn0FIg4nIIpunuauklTbRb5z0Ygrtxeu2Fub0HHDHgGW8ulGESEHAFPIK1VrkkmZnK0eqiAhMb_Xsp9sat",
          "id": "rs_064af6ee3d6528eb016a097bd214108191a02baf64cba6f5b0",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering budget setup improvements**\n\nI need to replace the BudgetSetupPage, and I'm thinking it could be simpler. I wonder if using the write_file function might streamline things. It seems like a more efficient approach, so I'll look into how to implement that effectively. It’s essential to ensure that the replacement not only meets current needs but also simplifies the overall user experience. Let’s aim for clarity and usability!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 11791, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_v1mehE8LFzCG7wUJiw2IiWtL"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1l8DyjxxJqiXOMgYD6iXgK0R",
          "call_id": "call_1l8DyjxxJqiXOMgYD6iXgK0R",
          "response_item_id": "fc_064af6ee3d6528eb016a097c159fa08191bc2503b49a1cf973",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\": \"<template>\\n  <section class=\\\"space-y-6\\\">\\n    <header>\\n      <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Budget Modul Phase 1.3</p>\\n      <h1 class=\\\"mt-2 text-3xl font-semibold text-wh...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetOverviewPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXwVKmbMig0rhcqdz3nAMgg03De_3X4RDNcAnQDIPg3oICfcunIMJMsgfM3xBCcFeAejqjB_eQkGd1bGv4RePuqgcOafO5PbkVV3dukGLAQHlD4Kt_GWGPi7uu_QuUc-UeRDF4pb7vYEK-KG8imX4ij-041XB33WQcGhiKd6S9kDt1AQ223piem18_KgpF0K48FSjlaePacl8PNqnlWx8y7miDAJLQX87VXx1mHmpq5e9-mo-9W9auomDH3byRTh4EYB9MipqwvgRPoFStQz2uKyj2X8s2abuSfvQaIWm938uABgRea1hWfQ4Ztpsnn5Lw-ScxE5eQEoabALi7SG4OX8kI-YFMvHImMDOPWnhHD6_96vLTHEEMqVIREQWW_A6TsNl_b_KNfTgLFCNIyq4GqI0f9SMxSt9z7YwwyYuS_bPins599jrSK2vn5wZvO-smX1LZCHexy6THBLcBJi6jBw8PnzJX5D0PT5UYhfuN4uLoHNFxoIxWNQetYwUWkSggscfHjqu-00DjlP-xsU91cb9ODHHSwmNZIdx6z0gGZfM1BLgTml_2oZ_QmjNGw9spAKOLQbe4ZLG8ENIrkciEXR2Z2hC1ug97LNay4Q0SZyDME5syd1GFDfH0agib7DbdHaSdX8oOyn6JQIH-RhRQCrgccF8Lc9UMv3FWBj7hS4sAAQXe1A1EgKCSEsujA69N9jQ3iOsxKf68rqMGvdKPF6o17eeORAzrpSNxwieZ2bFo3eX7pwCWBVAS8jN4pMoWs7xp7eiQi-6mZMwY7K4CtBiWQLJi6GD90Up15OpM2bhp4RVCHlkuuADrCFvX-CPoA_jRR5LAT-MEBvhAQT5JA5QwIv_11pxB0sR8_hmjh-mFP-Zb5K0Ha9AeqoO1v41Pa1emhXrNzxBPtHuAP_aTEarGCWWe09KDmsu_xavbZoanf5PW6BWTHPYEJdGLxx3J-bZap20036dpEw47AvxTkVi-f7SLYCfIrv7_MoV5JJIqtVMB9bMvsJQF2_eO9vAVyO",
          "id": "rs_064af6ee3d6528eb016a097c14bd6c8191b24ea4152c30c3b2",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 5349, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_1l8DyjxxJqiXOMgYD6iXgK0R"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_AGoLR09PK5gSa1rJcmCNB1NI",
          "call_id": "call_AGoLR09PK5gSa1rJcmCNB1NI",
          "response_item_id": "fc_064af6ee3d6528eb016a097c36ff1881919dd69a3b6e6896cf",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":240,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/App.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXw26rvHjnRLJB0bfZ8n8udg51qa-XisJIkxrWCgCftIubnQhz1R7IpktUXmY_d1ulEwoxULEhLrB6-gxfDsU-ucYIn7liNfM2X53yFfVaNPiS9iCin0Au3XJeOjx3D1-z_viQS9_9M9MsuQue4XbbHTewp64hXCfWcC4l9ecgq-WkNQCUfpAnvXiCBot6pjld3KhUMTeuKlqbeYZ8aJ7dHtL4roayhgM07CXEVXIeanmeOTJ7nXehhUTPn_8P9Hx-ejy82lywqHkF9WEYfiZEZpryn0gdFX7i3LTVtFVsytbOBIa6QHZ-mQF_GwtCtrQV-Rk8lXAjz6j2WsKbmEzBb2TzqiR2NBv4cJ_OabY1a9Zm-aSpzVptxQoigh73m6rvocyVNaPv1Hinn_dkM-bKeUGvxCWpK_j8JUWxyVN2yo4g0l20tCbYmhcMpaySb48hmHGuZdtFBjR1j7PYSM_X0WAwbvFLxi9gzag8i5hjYm4soy79IGfzvcqIBQDfvExq1FWu9MNTsQhaz9zKKyDYgedOoTjboDHbPsnYB6QRS7nps9cfmwcpiHzLnVmjdWLAA5HC3qm0-cWLRRERcSOK2MSU-QNGOiPYuNOHjmwC5Z4CoURpksYseL20E6fVmJjSVC3A_K5IVLC5R4v4hsRHfUX6sB8dZQh3p4vGhU5F3sH1-ynDlPbUUEAJ83NJnO_D8LLHe4Yk-cZ7S9UL-olPM5Vj5KTX1DIaG9a_jTEX8AWeWv-JYYDGUUZjhk-KY8po3Ze28xxtLAHGNBQoToIZDArn3hqW3kZMEmQ4M1zCRd_bTX1s9m_hzSAcPKd-caCk2oWJaVMZJehJdBRGz-dm3rR25ej0pTjXLoI1yDQTwUEfDfhxzmhWNjPjv06hjcFtg49dCck60G5g_wjsQO_4P96eFz6emFMpN1X53oaUKXbyWYnQzhhpFLYW8XRQGjiucEmcVocUSYukLo_UyXqCCCow==",
          "id": "rs_064af6ee3d6528eb016a097c365fe08191995318705f5e121f",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/App.vue from line 1 (272 chars)",
      "tool_call_id": "call_AGoLR09PK5gSa1rJcmCNB1NI"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_pBAm9TqBDiFTRPjn8FhHtSmF",
          "call_id": "call_pBAm9TqBDiFTRPjn8FhHtSmF",
          "response_item_id": "fc_064af6ee3d6528eb016a097c3b454481919a61f02327872670",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":60,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src\",\"pattern\":\"createRouter|routes\",\"target\":\"content\",\"output_mode\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_pBAm9TqBDiFTRPjn8FhHtSmF"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_iry4wGo9Qd9RRKxHfnuR37R5",
          "call_id": "call_iry4wGo9Qd9RRKxHfnuR37R5",
          "response_item_id": "fc_064af6ee3d6528eb016a097c3f32808191a95974def2778d5d",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":120,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src\",\"pattern\":\"*.ts\",\"target\":\"files\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[search_files] files search for '*.ts' in /home/agent/.hermes/repos/FinanceManager/frontend/src -> 22 matches",
      "tool_call_id": "call_iry4wGo9Qd9RRKxHfnuR37R5"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_fs0sOokK4cTQGpT2K6JFYQZm",
          "call_id": "call_fs0sOokK4cTQGpT2K6JFYQZm",
          "response_item_id": "fc_064af6ee3d6528eb016a097c4530d48191abebcb0d7183f249",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":220,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/router/index.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/router/index.ts from line 1 (3,744 chars)",
      "tool_call_id": "call_fs0sOokK4cTQGpT2K6JFYQZm"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_dfatU5d8Mv1DXnS58jhqoJMe",
          "call_id": "call_dfatU5d8Mv1DXnS58jhqoJMe",
          "response_item_id": "fc_064af6ee3d6528eb016a097c4ab4008191a8afd43914bc74c3",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\": \"<template>\\n  <aside class=\\\"flex h-full w-72 flex-col overflow-y-auto border-r border-slate-800 bg-slate-950 p-5\\\">\\n    <div><p class=\\\"text-xs uppercase tracking-[0.3em] text-cyan-400\\\">JARVIS</p><h1 cla...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/components/SidebarNav.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning Menu Labels**\n\nI need to figure out the routes for the menu labels. It looks like I'll be able to use the same pages for some of them, and then also include a roadmap for upcoming features. I want to make sure everything is clear and easy to navigate, so the user knows what to expect. I’m curious if combining these elements will enhance the user experience. Let’s see how this develops!",
      "reasoning_content": "**Planning Menu Labels**\n\nI need to figure out the routes for the menu labels. It looks like I'll be able to use the same pages for some of them, and then also include a roadmap for upcoming features. I want to make sure everything is clear and easy to navigate, so the user knows what to expect. I’m curious if combining these elements will enhance the user experience. Let’s see how this develops!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXxK36UyIskuHgelF2nKHAGIIOL29Fl1AWiv3YSIdHghl59DYXlmszwhrRBmKWTlS0SFE7SQYRziYrf-j8gWQVfDR10EB476N_VVZv0uObDHGNh8qoNNs1BH-4LgkBvb4rQ7NRr3kssimev0RYFzpc5M7oPDJinfAzgEsAkhicqnUcdZoAB4c6wALAXdwcDGuoI9viGSBrFw-O6UmpqdV-xSBut13mB2AzMHniMucIc5IH4xnd61Qz-34MbDBRSZQlxj9GoY0its3vc55NXtYUn6eFdWrKN4xQTzw8KFj-nuckN-5tGON3eaUlsloCKUd9P0cWmm3duYdxRAK0GFDAtKoYdZnrp-_TBcbisZn2iEPkmzfStUTfeWi9DunPjUHLGjHpEWa2InTMABwmbcBIUvQFoeFkPjb2zrECxsi9S1nEX_Sw4G3d8DxBMc4Xwfas0-WcjSYN1xDumdUxJKWup1nPEHiTPS1X0E8lv5CDhnKQw18CVOmuJ2ONfJgLjm_5M_UD5inMSW-iwGQKjYoNoxsdyBr27lNdHRkdXAIoHpnePpKvmsNY5ecN5SPv9swCtFAUtsQBg6VaPToyAVPJK02h70O_w5m-48fn8H3uim1HcbyxgZaSBnfy5DHBpa4h9i96hK-I_0dIQi1OeuqKdkx8YG5Z6DqYJu-5s6MfpyuHneF8jZRDkHgVsKhEzRzR_s4E4Lyy2xyRn4lZaIXwRu201CfMP3g70i9Jt68ZIVnmwimsbYh4KVmGUh6NQvrxfI1VeDzYFLygN8c8Bip6xjIDck77OELB-K8gtn0qtmDhpBpQnQ-QXNogeyUZhwBL54OCX96YVA1aaOkYYEwoT2OQjCb964vIYPujSrmjyBybJRGtXMGzO1_GSjt80pd-trbefcXu4YHhzdJz4WJhXJ_i32P7P0SJdkS4VMLZZBnkmtRvL2YdFJ0PbjkReOJdeNFe_mn9tll27icya8fOw-HBTTKUcHsyg8ncRs7IshhZDdTwwbl8YjJcTbN0Gy56IZ",
          "id": "rs_064af6ee3d6528eb016a097c48fddc8191ab56ea484d01d8e5",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning Menu Labels**\n\nI need to figure out the routes for the menu labels. It looks like I'll be able to use the same pages for some of them, and then also include a roadmap for upcoming features. I want to make sure everything is clear and easy to navigate, so the user knows what to expect. I’m curious if combining these elements will enhance the user experience. Let’s see how this develops!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 3127, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_dfatU5d8Mv1DXnS58jhqoJMe"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_KkOmWBzANg8Ia49yURDwjXJH",
          "call_id": "call_KkOmWBzANg8Ia49yURDwjXJH",
          "response_item_id": "fc_064af6ee3d6528eb016a097c6058a0819187d9fae1752ddab1",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"    { path: '/planning/budget', name: 'budget-overview', component: BudgetOverviewPage, meta: { title: 'Budget Übersicht' } },\\n    { path: '/planning/budget/transactions', name: 'budget-transactions',...[truncated]\", \"old_string\": \"    { path: '/planning/budget', name: 'budget-overview', component: BudgetOverviewPage, meta: { title: 'Budget Overview' } },\\n    { path: '/planning/budget/transactions', name: 'budget-transactions', ...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/router/index.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/router/index.ts (4,857 chars result)",
      "tool_call_id": "call_KkOmWBzANg8Ia49yURDwjXJH"
    },
    {
      "role": "user",
      "content": "[Your active task list was preserved across context compression]\n- [>] inspect. Bestehende Budget Seed/API/Frontend-Implementierung inspizieren (in_progress)\n- [ ] backend. Backend für Reopen/Status, Unclean-Detail-Konvertierung, Income-Kandidaten, Kategorien-/Budgetplan-Übernahme inkl. Audit/Idempotenz erweitern (pending)\n- [ ] frontend. Budget Setup UX, Budget Overview und Menüstruktur/Coming-soon-Seiten erweitern (pending)\n- [ ] manual-tests. Manuelle Einnahme/Ausgabe/Transfer UAT und Audit/Overview-Aktualisierung prüfen (pending)\n- [ ] verify. Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check ausführen (pending)\n- [ ] commit-push. Commit, Push, Remote-Hash verifizieren und Abschlussbericht aggregiert liefern (pending)"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_KO7zF37MF9t0q2Bq1qWJHo7d",
          "call_id": "call_KO7zF37MF9t0q2Bq1qWJHo7d",
          "response_item_id": "fc_064af6ee3d6528eb016a097c9e5188819183c6f55a48605f41",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"finance-system-architecture\",\"file_path\":\"references/budget-phase12-excel-seed-review.md\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Inspecting tools for finance**\n\nI need to continue and inspect the current state of things. I might need to use certain tools here, especially since we're dealing with finance. I wonder if the relevant skills are already loaded or if I have to load them anew based on the context. It’s important to ensure that all necessary skills are prepared before I respond. I want to get this right!",
      "reasoning_content": "**Inspecting tools for finance**\n\nI need to continue and inspect the current state of things. I might need to use certain tools here, especially since we're dealing with finance. I wonder if the relevant skills are already loaded or if I have to load them anew based on the context. It’s important to ensure that all necessary skills are prepared before I respond. I want to get this right!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXyeCgFEuzXwAW9tsBoUfg0OAXSvn-_T2eixWFRACUgWI1EHJrjFCURsOmrqPjfOtQXxmGhssaOzGyoyKfaHecS4GklgVyVIrvlvv-NEuhFy801XytMVDivSICkQaM5yR4vyFG643XjfUuTNsmUJYCog3Z2cCxJRPReVfVHeQTgnj2t0owG3YHnx4ED416z4kobq3bzWem1ggibqNq29YHwb91MoBgVnWPqdIo22UNVAgCJD7vjpaTPCidoIlYPa1YNcrLlJFDiqIB5-lyCDqpLqatcuPGrwj5vgiymfQb8X4uTear18XsRbhqUI5nYkACIsd2K2XmZDXsWkAGlsuVvbpHkUiQbF8GoOQhmjrZFEgBud_o1x2MQ9Q9n74cJyxv44H6Bd-_BJVsuSniFgz_LVIGd8sQQVDHXALCusY5rCsSLrhOTBgZ6bYzD6jEkjtstTpcRLaMDYpN4bXnAMHmqa-F0WqnYV83PvEm1TFToT5_qZaEY0HjBF9kwGJfyEOFISz7EWDnBiMsEK5TfasCQb0ZF_kw8jDJoh-_LHVW1AWaOX_i-BPTC7nLmn2-W6E7G49xYIIpNuic6bAKKYgzxLTMAGCWpTbUc80NJbTxI5Ofa6Vg6fyuO-0yw6MJRDMKNBaMymhdxsoX42lEJZhK6v5yhXDTszzqFWmrXIoumVvK6-JrY1jWX0-mi-zfIphtHqmovq-Qy8CTwqr1wco8_FJMcG-sVTbwOKd7YsBmHNqHSw0EeVple8fnKp8ndfu2USewidjmFaMIYLItfPSaoiaemXAQ25pyD6eEVXA6ipf_3G-C6NSjKJpJM7CYgqvvxlVTm1ZSfI1JcBkSIouJBeACQUTBxa2kj-zsgssMVgTHT02LSQGc66xP02XIY4aj9-NKgpTExK0PDFaQRo6Jin9tUG72LaulFYggjCLjvWamZbvnFyPKc6SqQBAdXztwvqq0tP53Z_JH2o_6ZEF2nNN2UrAky4mwD8Pz2ZmOvarPnlQFgHhRs03aG3zX7piR5H6WSuVoz3PXuxOFGpvQQnAL7m1hKg-YGu3qF9Mg5VkJ1XvFB9UW632cfqVt4v5aSvAklhG_2RHHwbsJ41xvCmArGTXzfFkFnDTh5oEiVeSRI=",
          "id": "rs_064af6ee3d6528eb016a097c9c5e288191b635119803e038e8",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Inspecting tools for finance**\n\nI need to continue and inspect the current state of things. I might need to use certain tools here, especially since we're dealing with finance. I wonder if the relevant skills are already loaded or if I have to load them anew based on the context. It’s important to ensure that all necessary skills are prepared before I respond. I want to get this right!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[skill_view] name=finance-system-architecture (3,934 chars)",
      "tool_call_id": "call_KO7zF37MF9t0q2Bq1qWJHo7d"
    },
    {
      "role": "assistant",
      "content": "Ich setze die erhaltene Taskliste fort: erst Zustand verifizieren, dann Backend/Frontend markieren, Tests/Runtime-UAT/Backup/Git-Gates bis Push.",
      "tool_calls": [
        {
          "id": "call_x5NupB8PUOf7ZqRhw3MOCJ0c",
          "call_id": "call_x5NupB8PUOf7ZqRhw3MOCJ0c",
          "response_item_id": "fc_064af6ee3d6528eb016a097ca865948191bfbc4015618fac9c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit status --short\\npython -m py_compile src/jarvis_finance/services/budget_seed_review.py src/jarvis_finance/services/budget_overview.py src/jarvis_finance/api/routers/budget.py src/jarvis_finance/services/budget_plans.py src/jarvis_finance/services/budget_categories.py\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        },
        {
          "id": "call_v0z5zG6YmrkYU8KsscNGRfrk",
          "call_id": "call_v0z5zG6YmrkYU8KsscNGRfrk",
          "response_item_id": "fc_064af6ee3d6528eb016a097ca865ac81918f1a1da4781f0cf7",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py\",\"offset\":1,\"limit\":420}"
          }
        },
        {
          "id": "call_lIRGe2gkPLXbllp6q7GiVbLC",
          "call_id": "call_lIRGe2gkPLXbllp6q7GiVbLC",
          "response_item_id": "fc_064af6ee3d6528eb016a097ca865e0819188a2501137681b12",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue\",\"offset\":1,\"limit\":260}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich setze die erhaltene Taskliste fort: erst Zustand verifizieren, dann Backend/Frontend markieren, Tests/Runtime-UAT/Backup/Git-Gates bis Push."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097ca3cc9c8191888afbeecb294c43",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ngit status --short\npython -m py_compile src/jarvis_finance/...` -> exit 0, 1 lines output",
      "tool_call_id": "call_x5NupB8PUOf7ZqRhw3MOCJ0c"
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py from line 1 (30,340 chars)",
      "tool_call_id": "call_v0z5zG6YmrkYU8KsscNGRfrk"
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue from line 1 (13,070 chars)",
      "tool_call_id": "call_lIRGe2gkPLXbllp6q7GiVbLC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Ktx4XfaDJFA5cLJp8lcW9Frr",
          "call_id": "call_Ktx4XfaDJFA5cLJp8lcW9Frr",
          "response_item_id": "fc_064af6ee3d6528eb016a097cb8f9c8819194b01d0ba914024b",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":80,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXy4Eh4eQXTU0aEbaOfDqVp4BVPtPNkkAvWZPCeBGZ3i5g3BSsr_sTporqOdvOIVgaAr9bbV72LmuH3W7R2TcVzWHzvTvm5irIiNV5_CbrkemkyjIlbpxPig2wL-Vhl4FCwkS1C4wfmzFcjbaeaMnOdN5HFmgs4OSGurJPVmRWMAnDbrWGC3-TgKQKe-p3F22mwVhJuJK7qmBkmH7iQLd5bN-XRdd2oitwQd19YDLOABnkzvs_spu3jT-Ewn_iz0GLBmo9sNvK7Jg5zBtn5O35apboAzgmF6NGWez5_kMMVRvprQwT2JRBpYruRvy7ZnckfBtUutD0X08ckHovVZUGiAEWoQzVdq718qaItaGQAMzgkjEVV61S3zCAmza1ILWIBm2fCdS0fvd8cXzYiZ0QnH-BBfWddgK1-72v-CfTiCoEQ6aKqyCDYmw2ruAgmb6qUS3kOONRlwGgWFfK_-1F66zrzDdXweV1NAUTMXpFUXRJRTQza7nU1CQDsgcbn0FXOzt9082t_RcQXGU34hCfvmixE3_9YKGHS6t8Csn70TUCgWPRWSK0Tg-yy1BgVxuRBR5FN_25EZhs3tVZNGzYMzketT59w37XPY8RGo2Y0ZL4E9tr5u7CZV_yKaaIS8orJutACXkkatHoIXCsXvPsMBfEbWBt0nlqBpw9LmHTM34ApeCk6tv8ot0ujb5EUj9Tulrjoq_hECoPmHLVpZCAxZlkdbhDEZy1GPgefQeOkhdnBLIhF2lpGDYb6o_OJwXfZpB8YbBxjYtyK6CZDTasCGoeNheJTnwPYUpLdicS6QAFqOLCPn2omsSZ5wXkJxtrvoQ4kM4hnrvlyw_Lv6PFSqFNglMZ16MS-OX8KFyEhl5Z4q_kc30_e3p5TQKmlXU0ucLDbWx0sOwo7BPtpnEb0fy_lldVmDlJMDQ0EEJoGbUO8dHk9IDZ-ii28AUhN782QhaSm1w9V5se2ETI4ASCX8yi4Uw5Y4tAGbJR6C-nmEYgB0LrwlAYtrkwbSV25Td4d88kroYoJ6ANmSEyWMEIE_IACOfdlpMo6IJO4nExQiNBAa_ANEW-RkVkhU5t22Iea_wsMiNiC43IpxpmP2I-4LxEcCWG4QdwUXk1z_ZBeUJAKohPP7f6mgPUfkmGhbbRtL1vzaV4Zm9PzVEhP0l5tkmk-PUFKiUpYq4XDuYZAtojEr8JcnV0axvWdsMM2PsxRMPQHxoMR8Scy4d_omAW9BgTHDMiqgJKt8xmCbaY0fmoF18ZiwLlLyJuujc7xjZduNkIXtKRByph1kCAldh4Pd2PiRgW3pjUqU24NbuJZklEFSfdqcS2tgznAghrq2-jOWhGcHkQ5aTXs1QYd00X7Jx0mgBXHGJ0AjfaMKInCn5du56ABe70mJi2hHdb2Ape1hAMy6mC17bIDWFacRV50j3OyMsmJ2_QerkZHx7dXhG8u-CkVcuoQOcQDkMecIVKGEeFoL_-i20-VExvxFuxai51_4i1gYNg0aB4TGrxmcEEbZehqgKkhWNogCGOzZ589t99gMpUO3VttC_cMiQ8nqhI9pANbtvwwk_GlT7ZYXY_zByQXzMm44mLyzU2iwPtCam3UqkIG6C1C56Vac1wDtZPzW3X3w3MGGHVTraz32gw1BVVRi07_Dkimz5EGRtY_d5Ngtgs6z40O2eddzKgf614lqyg4fc86DYCBoc56kqZaD0emWUqgybiT7rRGh05F9BkE2tt5pqI_TdzVIJrfIDTVOQLX9_DQp8xEhroaEyVJ5ds7deZeqLLo6Cq8Pj0VpyobuutrfdICALaZh5YGsxw7uDcitIDLuwyejTHf3RyBCXDpFpe-zdsE7GIU4n9DE_dvHzRuM0LlJgpYruYvggBr8u1B4SeAS4LRRUtUxnG2BWaH0s3-zAibNddipGHZAeBY6S_L7i6dHf2bArPyzt8a3OAKT2QBQkaABzahNw7f0KdKyWZrrxTDnQ2gMjqlUPCBv9kfBRCpxj3hzMbhH_7lUH-cm3SVhxWC5kr--cw5XNyUL3rAfGyXdOf6mLbP58yIfD2zBOMtG_hrbX1fdgH-auCE6rJ0QMKHFVqezBp3_xJPwSVajv1PGPrzkkKBT1tuMkCb6WjFKn0N_5RrFlvr6UXNFstnmw5U7mWFyqnokshyag3FPXvdLmHNDY0OV6UBkYLJrTdHGsOpQzYi_zzQ81znJD-vLKNsWXJdglJlBPUFAm_fyu8LWoe46yPRV6DDrVpJEnvFjr8YYgnSmceNO70Fa-sB1etFk_v6rXhprvlsMOCbOA8hQpy7G5rVq6t3K1XsiGyQBwlh2mXF1VrvVBVvJ0jV2hh9s6d-Sk3bLBfM3BxZNAWSC-rVyHm-3AYm5EU53QzqIrgkTCWT0OMa3UANZ1PJxMLPUETXk608QSsy8XHJk3yA_3vlxhLJokiNMAkrNqCf5C82mCBizzZB0ngC4WQpxY05r2uKE6FLr8fTLuthYEGjqlTs1LkPOzaDV5tEthaiTGGvRY-jRHoD-fl-lwZPi2jF9CP4jpV9hFXoiVPhZE54F6KPTs6D817LIAqfG1Fefsnd1GtyQj9I6aGW5BqyWsm4o-ecRSyku3WzV1pJXsb49RFj0iH--e3clOf4FojDBIRZPpcoTGZcVv3xuFn6HwWT-djG9zGdrsGXN6ccX_LgMH5TiOgv1pppWAU0fcXI8tPCZPbGR7lJw9MoabaBhr7SyPyhK_3jmCalvjlP6HyyOMOO3HzEcnI2OUU-yXBaMpMsiVsG40DA14MwpO-xEl-PMpoqQqTQFXrgK0uJqCeARQU9-doXAEMrCzvDfCjFHw730Jb7AGvDDrNMEK3Cc8HWBpbd3P6hfkToDKy_BsgHUGS2Ib_szY3JyiGszprp7GiVsdCLc1VhV4zl6zQUngLiEqkNWwNC1SNknY1EyrNvAHjEE6Io0Xvq-6FEi_2g6r3wMSgmQfPH3MADYuaq4lvtuZbwtdCMKdyO_Y7UYZesJngTXUik5zFexWUaJYgMEfG3QyItuQt9E5mgq3oA_325xsp-XveoV0Ow61KNX26IAOYSeHwq816Yc1j7WQOKi0f42KKyB6OwDBU04EkA8TOc00qkULckPWS2FvHGVDYyHqo60OmwXMnzylyzPR3MGF7v95b8UScrbMngNgXh0gkVn9Yvg1ESDOWaNDntF_3HxWsCFnhksiYFMuFusSmMb-tiXuZhjoOiulb2543NUejSXg6lqxxGv3DyDsHeb0BuS6obXzQPaoK58WU7-OTQ6QTDqLvYgMWjsDyzORzRPAK1ZwIou9VJcMf6SRGhj6O2gxqBzRQzqTTbWnJsnitaqv_GATXupmRjTCM40aU2X5D1elARp1THD86fuTiuQJENrMSbZllKeqwe5H2O0RnefujsTBBovNlZCCpG4w2tCfR_fLgwDHVuudWXxAEeHoOdW1Mi79CPIutQlgXxikwcyvpSkrTJW9vhpM4CQcUrbr2vmDUzlGWzp4zlfVad9lWUq5PBK0eSNA98rJf8feAFRLd7qDp1BAcqMzTbN0VVUfS_UF31lTeo2MfWVtjHrbxblEovsu3ctlHsKRgN-B6hAGYbB2cqka504JT-erb_cAD5OAqKebBEq5_QVGyRSr19zXUdWMun6sPUS4EkGHhQ9KkKIrx22DMFFWhWNFFeLJU95rYaiYPF1ZIVmqRBBKbKQDqNnDW3W8FwZHqkcq8re_zTBPb2R4KUqaChoLdMpy6getUy7fwM=",
          "id": "rs_064af6ee3d6528eb016a097cb15ec081919c0a28f5895fcdbf",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts from line 1 (7,475 chars)",
      "tool_call_id": "call_Ktx4XfaDJFA5cLJp8lcW9Frr"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_jW2LZSjelyyeKD0CP1XXQfFv",
          "call_id": "call_jW2LZSjelyyeKD0CP1XXQfFv",
          "response_item_id": "fc_064af6ee3d6528eb016a097cbdcd7c8191a49dc3ed40ef81fc",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":80,\"offset\":421,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py from line 421 (1,885 chars)",
      "tool_call_id": "call_jW2LZSjelyyeKD0CP1XXQfFv"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_PMrxlJMIRkifhi0SFRPNFVEg",
          "call_id": "call_PMrxlJMIRkifhi0SFRPNFVEg",
          "response_item_id": "fc_064af6ee3d6528eb016a097cc760288191bda8bafba00fe872",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"id\":\"inspect\",\"content\":\"Bestehende Budget Seed/API/Frontend-Implementierung inspizieren\",\"status\":\"completed\"},{\"id\":\"backend\",\"content\":\"Backend für Reopen/Status, Unclean-Detail-Konvertierung, Income-Kandidaten, Kategorien-/Budgetplan-Übernahme inkl. Audit/Idempotenz erweitern\",\"status\":\"in_progress\"},{\"id\":\"frontend\",\"content\":\"Budget Setup UX, Budget Overview und Menüstruktur/Coming-soon-Seiten erweitern\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating testing needs**\n\nI need to consider whether tests should include appending expectations that may conflict. Running a full pytest seems necessary, and I should also fix the type issue. The user asked for budget plans or periods, but it looks like the current code is using budget_plan_items instead. I need to inspect migration names for existing architecture. It might actually be a schema issue with budget_plan_items. Alright, I’ll update the todos and inspect what’s complete.",
      "reasoning_content": "**Evaluating testing needs**\n\nI need to consider whether tests should include appending expectations that may conflict. Running a full pytest seems necessary, and I should also fix the type issue. The user asked for budget plans or periods, but it looks like the current code is using budget_plan_items instead. I need to inspect migration names for existing architecture. It might actually be a schema issue with budget_plan_items. Alright, I’ll update the todos and inspect what’s complete.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXzHcy4aKtHLk-iKHOJkVY_EmSa9EyF9bzrBWfqf1LNCAvd_GZNQ261mOMN1JGAwwX9HaDLiKz80NKTyIkX9HZ_NRpZPniUvWc6nPIA_39PEBYvU-Xyiz_p7b-nLyo-626RaP5MkCPHBiw9isrr_5-AwSczICr71rgL8b915p6o1qt2o5T8Jxdrr4S4XAc_C7G_etbbVIi3wKrlxx6ZR3Pnn6uV3IqDF21jArfmsnbbF_8VV31kigaoI0BJhVlzzBVo4Jm34ScV3Upn0n5eC6DVRXJy2XkVCtbbDRJfZyPMoVf0D-ODLgg9YAFSzhLsxvQEYOoaLPRw2DfAd7k9b2dIUTyMiD2AqRERFHUaBBDWyxp1S8y0BRLn14vgqrBitbvxbVJGzWwjBcXWHgSljP4bZ7bLZ9qOVAIui2FbhHNLG2B7_BHdxelSLsQ_0wwUYEnBdqA13jzmDHe2jmVgJpGWcwlhtHNbDUZ_v4LNpySIKc49TthO8rTHhAF-zMqDwUeyUVTt9zTdoOayB9b2lTJwzd5XPgU--lvtXqkMLeJHdmV3xuGg5koC0owP3AryXhGCQhuZvTvlKb5I24T-KZUmA_ViehVslBE0Glj87BWuTnclneoiIlhvXCFtTMT1oW_FpAQBgW7jrfBS01fwKtUpyUAKWDhf555mLIExrozFfxFao2rsiyBwL3uxG0rLTU4OREN5mXjGX3E5RpHT2YFY8CpH7YZCzKPpmMlNPM71paWi6TSf7xFOSij7lIV2Ejxezy6Ckjme58X6i0ACBaXom6u6dq9AzHpf9ECuPsyuvJIrzT8SyKjjkQWMxGK4_aAwqHnIfL52P5Dw3g-ly2mQfX3z-7BWFXPAM7pbDCfhI2bqS7uM6DRzzlu6f2E0Kw_Bbpb9HwubTD0D9P6JK327B9m-8KY1LBgYrtit0AQs3OEfokJtUIBY1fohQyuQJy4z3eBdh010Dz8aTO2Lwm7RVIMChzAsGTZmr6gbfzQAnt8Q2c6srZpGPCHO0hoipG5VV71ngRVZ9TOxf4R_f4M63l03ksr454lO_EGpYz8oBDiW-5OXo9sSJhNvRJn4E27Flc8FFWOIB809a2xQ5PH5ItdOSLCVfABKCRHJX0roQ6mrvPEX2v0wgCX8w0XvqXjeWYNiUlYZ8MLWPgpD8NMsEbuE0-v8U8Rufm7pAOZDJfZTh3nPZdJ0nGvTVzk0r-n3mLaiKHAWQPwVHUpJdIqJIagboJCPRvSmcR77hrbBrZGTNBXDmF--wa815P3kzxKxIjR3Aps4IsWtl_S1WstIB29v-uTrf-4wKAyOJPndZmhst3UuLYo4OlwsyarCDOdUwWAghTyKguDpzlOAG6mWhJEvXOq5wMZ-8Llwj66PIRWj8pRgXQZAhPD09mqYioBm6-zQDueMJOtWzFsPZ5g6SIoDCS3rHSAbWZ5lBBuJeydIZD6t4cVJDGRvzxIvW_XMuoHWSQa_eMm4xoM3nBKYc5Cn6g2-LN7R4bWqw7_H2hwJu1t-ijosbVSlZTC0_y6nq",
          "id": "rs_064af6ee3d6528eb016a097cc373ac819195cebf33a9b1c05d",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating testing needs**\n\nI need to consider whether tests should include appending expectations that may conflict. Running a full pytest seems necessary, and I should also fix the type issue. The user asked for budget plans or periods, but it looks like the current code is using budget_plan_items instead. I need to inspect migration names for existing architecture. It might actually be a schema issue with budget_plan_items. Alright, I’ll update the todos and inspect what’s complete."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_PMrxlJMIRkifhi0SFRPNFVEg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_bX19RqYnUhGNSnB4YaFJNwxo",
          "call_id": "call_bX19RqYnUhGNSnB4YaFJNwxo",
          "response_item_id": "fc_064af6ee3d6528eb016a097ccf08b0819185ecdcbf92f52733",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\": \"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py')\\ns=p.read_text()\\ns=s.replace('payload = {\\\"name\\\": name, \\\"category_type\\\": edi...[truncated]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"patched\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.24}",
      "tool_call_id": "call_bX19RqYnUhGNSnB4YaFJNwxo"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JFauONZbSrG4gmx5PmkXYvtP",
          "call_id": "call_JFauONZbSrG4gmx5PmkXYvtP",
          "response_item_id": "fc_064af6ee3d6528eb016a097cdb2048819193db2451d473f87a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src pytest -q tests/unit/test_budget_phase12_seed_review.py\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"..........                                                               [100%]\\n10 passed in 0.81s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_JFauONZbSrG4gmx5PmkXYvtP"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1lTmkkFzx68NcKISgf70OMPU",
          "call_id": "call_1lTmkkFzx68NcKISgf70OMPU",
          "response_item_id": "fc_064af6ee3d6528eb016a097ce29fa88191a1eda7999422cee7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nnpm test -- --run\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Running frontend tests**\n\nI realize I need to start by running the frontend tests. The first step would be to use `npm test`, but I have this nagging feeling that there might be some failures. It’s always a bit stressful anticipating that, but it's part of the process. I just want to make sure everything is functioning as it should. Let's tackle this and see what issues might pop up!",
      "reasoning_content": "**Running frontend tests**\n\nI realize I need to start by running the frontend tests. The first step would be to use `npm test`, but I have this nagging feeling that there might be some failures. It’s always a bit stressful anticipating that, but it's part of the process. I just want to make sure everything is functioning as it should. Let's tackle this and see what issues might pop up!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXzi9uYGzmX4Cqkx9X_AAosxb6A3q0yyog-TwyiDDzjXZWjoWt67DeFXFgu-erhj8-MQsvXkws3cVL936q31a08JCQ5LOCviIIJ8o124CUqRiRnnBMcTclg5WCLCy-tGKm3w9pusLlh4p5Ss9PGm_MgYPTxv6WvapwldonbFkM2vqX3tk6qfVbk-hiPuYTI116Jk6ZmFS0S3x42EdhVgiVsue_iJkh0Z5aN3aDxP80rtt1EvJHExg6hx-z2F6RPeIgVjNtBrYeaPhNrqlfI3v8xka_uT4I9Jivi76w2DCKDLSKRll8jyxcdJGn6WHThiCDI3bBEPtLpWgjUQMKxl6-7hbkIoTVDDpoh97_55XGdTfhTzs3PxoEGshPeC61dIokfPC2xEXWAodqlpRQAFGMVeQa-Vx8gPayD7ldH7I24xYUNWipXNtimcBKdyjxyx-mJIj3q8cxvlvXrGugQsLtKwdk8dFmJZ88DceUHWRQbA63vDJalRUL5sK3RWlF7qOhWjKyveQOG9sBJoz4OdzzzLGIKskI7ziujrbwpu_Qg7f8VR0DNcWMiHpwnu4x-grU6EJC5D3OIIJN7wNgNnbOFILeCxUzrJxdcuRC-UUmr7gfD76vRsXYpp62ZOTlzc7bFRGNv_9cc6SlNu7_YspHLyDiB-8SiwLw1_yZhr__964qmKftc-OEoeAdEKVP_wNCY-hvd8NDm6s0ICnLHosEFNNZLpQvKm95HgCdcZpwQSKHkWzt92X-P4bTVwmN2rushepKm0McA60PsL84zCDSVPwliouKk2JPbpeqRS6S_xk3XEySnXu20qEyr8R2d6MkljRa4qUwot_ORyhuKIlMU0m1ApGKlKkZy-3KGXC9ci5ZzG-2miBuyQS46JSeNEs6xqV21PQbrZKabEAMqTTbzLoRMr4ERz4ZoKz9rzdLEEwlDOSWh1LPUdiZd8Nt1sWJez1CYYkhgaOaNPf1had23TmoVL7essNlz16fHbnHGAtO4=",
          "id": "rs_064af6ee3d6528eb016a097ce0c1b081918806f8b34b2b9ba6",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Running frontend tests**\n\nI realize I need to start by running the frontend tests. The first step would be to use `npm test`, but I have this nagging feeling that there might be some failures. It’s always a bit stressful anticipating that, but it's part of the process. I just want to make sure everything is functioning as it should. Let's tackle this and see what issues might pop up!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nnpm test -- --run` -> exit 1, 1 lines output",
      "tool_call_id": "call_1lTmkkFzx68NcKISgf70OMPU"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_QyKOeRXnVPyqkN7Zq7yP2IUG",
          "call_id": "call_QyKOeRXnVPyqkN7Zq7yP2IUG",
          "response_item_id": "fc_064af6ee3d6528eb016a097ceccc548191b1c23b74cf722ccd",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":140,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.test.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXzsbnPE1RpFzoBNwQBZuUs4P_jSO_XgpWvY6-3fehjUHQZkncBSkGnTpDL33uBVhWlfaUOkaTxJCzRJOzMTqf87F_b0Me0JFdwjDUhZNTXnaYHwX7MuvJsuY8WJVr1UyoyKLZNIJiNhfhZA6jTemt3MkKwN5vJikgjvZqe8qgjNWARlYQbOZbVSA8WwsVcpZQbQ-RAq3pwX-Z7LqFWP3cPV9wyReOPvXwcjd67WazSITzDRnMY1FWnSLWzGcWaxfHIcULcmifLLpmLAc12y-2HR2ND0SA_dWvPR-im-vVZ8SwVZMl67aPfY5Gar4l0JMa0YQ6SvBRvJGjGV12A45Og9im2CKKbYmPxvoGE0UeO_HrIZTBbLh-mAjbhhph_yNfYB9YsRov_GUc0e-8tQzVid_MNFP1AqXCSgUO39btpIvlCyuO7q14RyDtxEmvrh2OfBDC92OjrrWx6rfAi53pbRtn6XWab7FxCUYkoQ0vtiCf_3LqM9vBmjAg492bc6By6h2AK5H8LLWCWWYVsTaXoQObxzZh8ZAQ0jed3ZR_OgLuNu200jRwdjMVScansAetpDJgALzRGRXCE8QGSJIw-gU-srpOwq1eW81JECosAaoLa0uGCnb4tycMQPiiaMH0E-WmuIenFpNNNS35Ak_qV_peP_EsiEWSdUhRpvypxhWxKpOhthGM-g77mwhh1ilSe9YrC-LMFQBv1304moa-jPF5bJlIayqxpppvv7czimsTEIrlmxiQwWt7tlFl4Xv2Gzi6Ifm7NWG3iWREDVuWai8FtccvZj5DvcTsjMEIHjUfC5T1GGnS4u8dCN-eNsGDqA_8mCIgcr6PAGXP83uYxwBtZWL4L1aCSpWDZqZjOgJh0RPjMt4ezVIKqGi1cf03uJGIBunJmCxff6RYXlnzENEedbKHeIjDEvfQW_UR_WZPtnZbnQUXwrN46NQq3OdLUd36mEr5G-ElaWfRnzYHSQmQ==",
          "id": "rs_064af6ee3d6528eb016a097cec3ad88191b0e92a604c656ced",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.test.ts from line 1 (3,037 chars)",
      "tool_call_id": "call_QyKOeRXnVPyqkN7Zq7yP2IUG"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_sHx1n5lILg0XNTy8ZoEZMC8n",
          "call_id": "call_sHx1n5lILg0XNTy8ZoEZMC8n",
          "response_item_id": "fc_064af6ee3d6528eb016a097cf178608191b8dc37fcbf207114",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":110,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetPhase1.test.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetPhase1.test.ts from line 1 (7,963 chars)",
      "tool_call_id": "call_sHx1n5lILg0XNTy8ZoEZMC8n"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_rEVRxMqjtPIacS69ysFlORpX",
          "call_id": "call_rEVRxMqjtPIacS69ysFlORpX",
          "response_item_id": "fc_064af6ee3d6528eb016a097cf860f48191af3bca2d0daf1883",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetOverviewPage.vue\", \"old_string\": \"      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budget Übersicht</h1>\\n      <p class=\\\"mt-1 text-sm text-slate-400\\\">Planwerte aus bestätigtem Seed plus manuelle Ist-Buchungen. Keine Imports.</...[truncated]\", \"new_string\": \"      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budget Overview · Budget Übersicht</h1>\\n      <p class=\\\"mt-1 text-sm text-slate-400\\\">Planwerte aus bestätigtem Seed plus manuelle Ist-Buchungen...[truncated]\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating mock function issues**\n\nI’m looking into the patch labels and trying to figure out the mock functions that are missing. If they're clicked, they aren’t working properly. I wonder if the mount imports are the issue. It seems like Vitest's mock isn’t capturing the new exports. It didn’t fail because it wasn’t used, but could that cause the build to fail? Actually, it seems like it won’t affect the build at all.",
      "reasoning_content": "**Evaluating mock function issues**\n\nI’m looking into the patch labels and trying to figure out the mock functions that are missing. If they're clicked, they aren’t working properly. I wonder if the mount imports are the issue. It seems like Vitest's mock isn’t capturing the new exports. It didn’t fail because it wasn’t used, but could that cause the build to fail? Actually, it seems like it won’t affect the build at all.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCXz4UgDWQYjO7pMTOQHNS6BcrYKN2ml-N0HTfOTI8SvyYYzrNDiuowYuWiCZeiUYnxju-VLS7yOKPnT_9R911wkZJ3lWX33XoypKml6tqrNVU7HoZAo1_hKQJpNHIdoKisiaNkqK4XkUNK5Jrgfv5R5XcaxP7o5bzPMtvCXLUyHcSm74BA3KBrVf9Lbysed-0_JmoZkHQiXIIieYiVDksx7dNqbbGHG5WAq_KxYRce_CVkLYRxkJ4CCs4vNgl2EcyeVfBbdjGehQofBfjkZoItq6fyLXTXRWuMoUiUnNhRUo2eq4gNJykT7PWhurbvLsznCURcwltDVmi1FUQdXU0y0S11RmGS4knXOrZbawqyhj_gfYb703n-PZrx3VCBg63p-c_KJ7cH-AkerpbE3L-HQUrkZglFHOJ9GrkUsRgETPLHuTSxrxyzFdf7iQE2H6qIpfjDHeJAT2gQOcqZBYKudcIxEEtOZabQXNk4fQYAIi7N_ZVNZ4l7hk045etqK0WTR8TLnQNDxRuS59bP7PXDrvsEzh4AIcP2JRSRpHA3ajmKvEQRDya4yT_yVuEbBMPyZm-jAws0JDuIDNJEnxl4CrEgDRgIZWfNgFHM1Z73Wbt48YLioBGX4--RXkRhoeGUmxPbKInGTnDBpAA0cl5Kcpnu_LMQdXAMyDkfWounnFA4U3LUrDo4a7CC8S24bxv0SXM-sQ7OvRhYOOiEaOT2os7tIW4UEtmgMRFUJ3zXtKjkEIrVnAivPo7HR31fhHl7tIEO1zmb-dKe-eml5qdLTFlJakdSw9YZzOxgg9-G4xhNi2VpX4D0iwb3HaYEKLVxP1MB57o6Yjowj-7pfM5IybxbJe8DhW46Ob6kXYXeJzO9v-4PTRXcrjPhiXvPTrne6kyK0fsE5wkQl3qbZ03Ev9DVFccP0_gsQcSjcpDp7ollDwYYJCPjXvK556x0svherIpBQRFR80eXyD3KjLGxhOj_L2RhiOMnAnKOpKONQ7QeiufixULpyfiosyKZrsFb1Smbpxgg2hzlTBxxyhThLSXD_EfbhluTV-yiHaML4ERqI1ZhyOtp2GGpLurzzlDnRfyPPkGJx8-1oUQwXFqCbRZaAtoGBWD43J3lRzQKLaXMJ-qbCt1jW2XDHwWfK8UTvQ",
          "id": "rs_064af6ee3d6528eb016a097cf5f58c8191befe360a033e0966",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating mock function issues**\n\nI’m looking into the patch labels and trying to figure out the mock functions that are missing. If they're clicked, they aren’t working properly. I wonder if the mount imports are the issue. It seems like Vitest's mock isn’t capturing the new exports. It didn’t fail because it wasn’t used, but could that cause the build to fail? Actually, it seems like it won’t affect the build at all."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetOverviewPage.vue (1,214 chars result)",
      "tool_call_id": "call_rEVRxMqjtPIacS69ysFlORpX"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HaBifVUWu3jtWIKVl0UIilFM",
          "call_id": "call_HaBifVUWu3jtWIKVl0UIilFM",
          "response_item_id": "fc_064af6ee3d6528eb016a097cff28708191bb4768741c74f616",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budget aus Excel übernehmen · Budget Setup</h1>\\n      <p class=\\\"mt-2 max-w-3xl text-sm text-slate-400\\\">Kontrollierte Übernahme des Budget-Seed ...[truncated]\", \"old_string\": \"      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budget Setup · Excel übernehmen</h1>\\n      <p class=\\\"mt-2 max-w-3xl text-sm text-slate-400\\\">Kontrollierte Übernahme des Budget-Seed 2026. Keine...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue (1,285 chars result)",
      "tool_call_id": "call_HaBifVUWu3jtWIKVl0UIilFM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_As8hjyave8xBZXWGNq2rMP3R",
          "call_id": "call_As8hjyave8xBZXWGNq2rMP3R",
          "response_item_id": "fc_064af6ee3d6528eb016a097d09aa4c81919046d75f91442d64",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"        <div class=\\\"metric\\\"><span>Erkannte Kategorien</span><strong>{{ categoryCandidates.length }}</strong></div>\\n        <div class=\\\"metric\\\"><span>Erkannte Budgetpläne</span><strong>{{ planCandidate...[truncated]\", \"old_string\": \"        <div class=\\\"metric\\\"><span>Kategorien</span><strong>{{ categoryCandidates.length }}</strong></div>\\n        <div class=\\\"metric\\\"><span>Budgetpläne</span><strong>{{ planCandidates.length }}</stron...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue (1,374 chars result)",
      "tool_call_id": "call_As8hjyave8xBZXWGNq2rMP3R"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GftnvoXwimkGVjuD5TeO97cG",
          "call_id": "call_GftnvoXwimkGVjuD5TeO97cG",
          "response_item_id": "fc_064af6ee3d6528eb016a097d1143288191a37baee5207a1a46",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"            h('button', { class: 'btn-ghost', onClick: () => emit('later', item) }, 'Später prüfen'),\\n            h('button', { class: 'btn-ghost', onClick: () => emit('pending', item) }, 'Bearbeiten ...[truncated]\", \"old_string\": \"            h('button', { class: 'btn-ghost', onClick: () => emit('later', item) }, 'später prüfen'),\\n            h('button', { class: 'btn-ghost', onClick: () => emit('pending', item) }, 'pending'),\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetSetupPage.vue (1,548 chars result)",
      "tool_call_id": "call_GftnvoXwimkGVjuD5TeO97cG"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_thGWcbKVGvRVGDnYRuLnC7U1",
          "call_id": "call_thGWcbKVGvRVGDnYRuLnC7U1",
          "response_item_id": "fc_064af6ee3d6528eb016a097d181b7c81918b1b21becfdc0022",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nnpm test -- --run\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nnpm test -- --run` -> exit 0, 1 lines output",
      "tool_call_id": "call_thGWcbKVGvRVGDnYRuLnC7U1"
    },
    {
      "role": "assistant",
      "content": "Frontend-Focused Tests sind wieder grün. Ich mache jetzt Backend-Gesamttest und starte danach die Runtime sauber neu gegen die aktuelle Implementierung.",
      "tool_calls": [
        {
          "id": "call_N2Xn4vV7V3GrMS8sTSeXD4ht",
          "call_id": "call_N2Xn4vV7V3GrMS8sTSeXD4ht",
          "response_item_id": "fc_064af6ee3d6528eb016a097d2432788191b7b728444d312992",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src pytest -q\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning test strategy**\n\nI need to create a full pytest setup first, but before that, it sounds like I should consider adding safety tests for git files since the user mentioned tests related to budget files. Then, I might need a shell safety check later. Additionally, I’ll think about tests for transfer processes. I also need to conduct manual user acceptance testing (UAT) and ensure the backend status is complete post pytest. Lastly, it might be important to check if the import engine hasn't changed, and I'll need to run UAT afterward.",
      "reasoning_content": "**Planning test strategy**\n\nI need to create a full pytest setup first, but before that, it sounds like I should consider adding safety tests for git files since the user mentioned tests related to budget files. Then, I might need a shell safety check later. Additionally, I’ll think about tests for transfer processes. I also need to conduct manual user acceptance testing (UAT) and ensure the backend status is complete post pytest. Lastly, it might be important to check if the import engine hasn't changed, and I'll need to run UAT afterward.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX0kuPlX1Hr9VgTMrZML6ApraydzR6fcaiAnVFLkdD8Ap0JhRMhlrLrOegA9yJ9kQ26Y-O4h1GwJtMFTaeiAp8_kZWgnbsNcmyrqYAr2joYSlh3zc-j3cA5cOxAuxn5YKSd2mTnThD0UQQs1Dov90rjrXtnd4iFNAobgCaJnKo6HQNBDmlZ5z2zkEcaJBvL_2VPtUKQ_7sfFZ-kwDJp-egMQg-guXQ35nub4SrSmVfwWbFoWwfcoC1APRVG8ZcjG7D3HGTQwLEXjsyQrTq73TGKW022aaLbkC9TwrY4Ik02hE9MXg1_5oQ49uFpdOLu6pwxzLpmDdT7zZVWOCV-VHDISwHiR8EWtcVwo-L_T33Oe-ba9iX7M-3vvKnksU9KLLFmOBtD_NBoVizZ-c6wlEuvNPuiALt3NCh2klrvgX4T7zD9b5koZjrnDlAD_ZjsWR6LZPH6_XbHMQqAzNnzlBG_mJ0Vu9jwASsMKHlStrnOAjjavd6BknJ_PTIYoaZXro2YGoDBIvGBNYHATvIWAJbn4BridBjIYz7pvkjiT_wajgEcXmaTig-07iWnSDjqGbWROiDrItS9uK_qGHQDUQQi0fgnWZIGS-oIoDqFsgDNv6Bxwf92Ko6V5js-eWf8cEU5OdbKEmrTF7yz-N605OJ42PMgRGZwj75Geq_Pe6mcsHLtYE-apSMQ_XdYqugykaUquPgH9ITCiWodRriPillXQUGyQWOCnQfqMpw8ECkU4O7I6TwncfY0pcyepaHw5iAAeRvpKDtOaP6YbzmAmCZ8hJumTMMH7Ee3iCODnSweXcCA1V7MRcC97Yzf7chsWXHQ3cAzWC0aREhYsFzri4CwvX9Uq2d-pGHPYNCNLka-0x5ZduiSdd8oEOr4CdpOWhL9QbVBTwfLlI9BKKA-hLqE31tpB9aE0dj3svS0DPRSeyDuf4xEBPlDfNzQs6NNi3vFmAEtfvimrznnceKZSpLUdA51xad_oJ-lCgEBN7MZ97GJdTNL6nEX4UE9FDvDxustjJQuSnOUnr8rNqWMgq-DpJtV-9MNI8q1iSj5AMLbwIBdfYycVh6PBpRar_cXS9HWh3sKWwGyqvzjyr557Q21kS8Fv5A2H1ehKCaZ1uoAEKjMRctmnLJpC04CFb0BPyGvo1gS3B_O4o7vsxJHiSejwzL6GvjXhJV1QA_g3mJ5eLb1_GfSf4JjxrCL2Z0_LRwFQ0JsltoFsMiqjfLQlAtxH6RtFjHovBhHRMK-BgC6yXtpS2Z6cHUc82slb7XWXqkp6cB6XT-wpE3AAGsqpoHzAKoR0PmHzfUdZRv7xlnu_bMMSWnYH2waEtK73nP1VJv3tZf-HOiSNkuZ9YsnFjkMx8CFYgd5VkrsJ7Hi8lRrFu9i1bPurN61GeMD0auATSiINhxxzzw5eTPadI2n3EPIcUQVRQ7gtJUVgvb_bP0b3PHz37tzf-hUIQBv7RI4byfywfb-l989nTFYoKqeY5_9Rw58q6fJzBpPOUqLjt7N4tOeqk5m3tzCR3DfKvEjkTMGjmnjHokaA791J5brOocur_DrlTphi5O2A8SmANdbE8L6uT8UfHgcDSNEaFG06d-Jm",
          "id": "rs_064af6ee3d6528eb016a097d20bad88191bb5620cdc1a52a19",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning test strategy**\n\nI need to create a full pytest setup first, but before that, it sounds like I should consider adding safety tests for git files since the user mentioned tests related to budget files. Then, I might need a shell safety check later. Additionally, I’ll think about tests for transfer processes. I also need to conduct manual user acceptance testing (UAT) and ensure the backend status is complete post pytest. Lastly, it might be important to check if the import engine hasn't changed, and I'll need to run UAT afterward."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Frontend-Focused Tests sind wieder grün. Ich mache jetzt Backend-Gesamttest und starte danach die Runtime sauber neu gegen die aktuelle Implementierung."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097d24115c81918fb1780963a71e31",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nPYTHONPATH=src pytest -q` -> exit 0, 1 lines output",
      "tool_call_id": "call_N2Xn4vV7V3GrMS8sTSeXD4ht"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_cbSv3o2fvCIqprrvMMuZYNSR",
          "call_id": "call_cbSv3o2fvCIqprrvMMuZYNSR",
          "response_item_id": "fc_064af6ee3d6528eb016a097d471ea08191bf6e420273cd0048",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Backend für Reopen/Status, Unclean-Detail-Konvertierung, Income-Kandidaten, Kategorien-/Budgetplan-Übernahme inkl. Audit/Idempotenz erweitern\",\"id\":\"backend\",\"status\":\"completed\"},{\"content\":\"Budget Setup UX, Budget Overview und Menüstruktur/Coming-soon-Seiten erweitern\",\"id\":\"frontend\",\"status\":\"completed\"},{\"content\":\"Manuelle Einnahme/Ausgabe/Transfer UAT und Audit/Overview-Aktualisierung prüfen\",\"id\":\"manual-tests\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_cbSv3o2fvCIqprrvMMuZYNSR"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_V8i7z1pG7Lly7SSPGlOTpQP6",
          "call_id": "call_V8i7z1pG7Lly7SSPGlOTpQP6",
          "response_item_id": "fc_064af6ee3d6528eb016a097d4c6fbc81918d3a1c91f2a12a21",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"list\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"processes\": []}",
      "tool_call_id": "call_V8i7z1pG7Lly7SSPGlOTpQP6"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JImfzwh7mVz2k9yKRxtDZrzL",
          "call_id": "call_JImfzwh7mVz2k9yKRxtDZrzL",
          "response_item_id": "fc_064af6ee3d6528eb016a097d56ada08191b98d4d278e936bbf",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":20,\"path\":\"/home/agent/jarvis_runtime/finance-system\",\"pattern\":\"*.xlsx\",\"target\":\"files\"}"
          }
        },
        {
          "id": "call_7svpDT9YlPFihnhnnzkhgtIO",
          "call_id": "call_7svpDT9YlPFihnhnnzkhgtIO",
          "response_item_id": "fc_064af6ee3d6528eb016a097d56adbc8191acf2a62c29d858dc",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nDB=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nBACKUP_DIR=\\\"$HOME/jarvis_runtime/finance-system/backups\\\"\\nmkdir -p \\\"$BACKUP_DIR\\\"\\nSTAMP=$(date +%Y%m%d_%H%M%S)\\nBACKUP=\\\"$BA...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering database and runtime**\n\nI’m realizing I might not have processes set up correctly. Earlier, I thought I started, but now I need a backup plan. Maybe I should check the runtime database version after starting, especially with API runtime UAT. I might need to inspect the app startup or use scripts. I’ve got to locate the actual workbook path, but I can’t find any raw data. The earlier search results were odd; I need to search for runtime again.",
      "reasoning_content": "**Considering database and runtime**\n\nI’m realizing I might not have processes set up correctly. Earlier, I thought I started, but now I need a backup plan. Maybe I should check the runtime database version after starting, especially with API runtime UAT. I might need to inspect the app startup or use scripts. I’ve got to locate the actual workbook path, but I can’t find any raw data. The earlier search results were odd; I need to search for runtime again.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX1W2VD86OvAcgbeRWNamjXl47SW-iwXRWw9fcYzlwWCxqpKnEP-qi7GjBdfe_haYyHC6CkCdkHvJ-Oz-T2dziLZjgAVbrgyNfDuv3p8c8VbxFTm2ecxnpPDmXXo8w8KbBUpGmZ_b1KSYoZksBahWZ-YY9C2eVuPJgo8DtR6yRwX-vPBCqPmJT2vNAKe9reaXhJXtoX_rmnOzDKoNewl6a76Go7rDp-RmgvDXPpoGcRpn1tbfIp7kTiUJGoZkh6VR7rRZoPx5W1HfATfhoLW_9xyvzuESEOkww6CjvwskUYiruNdFA69ZGZQSOeo4FdfzVCJHKw0R7aCqDM6jLWVB91_flBCnUiSBl43VzG3z4h1DtUpIFeWnnwU2KFMe1si4369fuLIKqfhim-Y45rZxtaHsYV9mhf4EkI8OE8ykT5AI4VTJIGC52c-_4Ps8a3EcYf5nAlfxhu551Ffp-0CHigafnMpSwOIBWijBvboyw-hpsx55wKNzTnumjKOfgyeRTWwePlhF6k837bHrSHKSa4XJYz0145Bc0W4nfkTtuHpwLEhfVf5d8u22KgB3Dopbw1fIye-ILwxRFy12dHx6TC1kGgP3R7DpC7A0Nt8j1hkwJwInuQGgiunKaXpMPykgerlXncMW5GD2MfdZAQPEmbqyR02tywIlTMjn_xhIOXIuUSNX8zOTK57qEcRZyBiBYLJn1Kp6UOWLMovsljYqjRwR-iPMTTrX1RpR9V-BNsqynM_3HPXFdKdqB3RWB4290XjXv-Tud2Qo1Q_IlDRmww3-pcb8gm348HZt9Ss8gEAlb2Zf_OESVeKNkibmB3pg5BdfzbxEskCpd6IR_TM-3nKOQ0kxKS2_yqXQJx8jor9DABmBbiqf3fuys546JV6SKfEVlhjPbCSFNi7Iwbn5sugE2HzqkbI_TngXnmIQcpG5P4pgl77rfUZaMbJw2Qhp1UGPqVugknK2zP2OTOGVSYA51ZejW1QzsAhYpPVTa6f-o3hwMWFzIdEClz95EOBQpPJg8Ae8eFH_dSeSMlzDgAgnQ8M90WGcVno8VL8rkmss-DBz8LPEiYwhOrjpgX6LxeSaktR2MuWWWQvabRef2xfOWsDtisArbZYfl265wXNMDTpj_FrupTILJMgndowgti5sMUl6FUc4rNEeyL_pYYVbA7AJr2wsuQBAw-SAUJJCgsdgwURiOt4fygmzALIxendZUSKxB7-2lvegRwSrhTb4_kDD48zUaPTwc-Bqs_mh7GW2cyrtImLOPkAEp6BWIjk7b3YNq8ghAQPqwQwkN1hPB5KSRh6Y2Ou9pURsBKXrZcJEyl2FSUlrrcCOnY6zlrI9lk3bG-vSel5Mb4C1JfIHw==",
          "id": "rs_064af6ee3d6528eb016a097d4f4f388191b0c2cece1c5a3769",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering database and runtime**\n\nI’m realizing I might not have processes set up correctly. Earlier, I thought I started, but now I need a backup plan. Maybe I should check the runtime database version after starting, especially with API runtime UAT. I might need to inspect the app startup or use scripts. I’ve got to locate the actual workbook path, but I can’t find any raw data. The earlier search results were odd; I need to search for runtime again."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[search_files] files search for '*.xlsx' in /home/agent/jarvis_runtime/finance-system -> 2 matches",
      "tool_call_id": "call_JImfzwh7mVz2k9yKRxtDZrzL"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"backup_created=yes\\nmigration_max=19\\nseed_candidates=45\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_7svpDT9YlPFihnhnnzkhgtIO"
    },
    {
      "role": "assistant",
      "content": "Backup der Runtime-DB ist erstellt, Migration 019 ist auf der Runtime-DB vorhanden. Ich starte Backend/Frontend neu aus dem aktuellen Code und prüfe die geforderten Seiten/API-Pfade.",
      "tool_calls": [
        {
          "id": "call_zBPjo9lFDfld3mWU1YVWA7hm",
          "call_id": "call_zBPjo9lFDfld3mWU1YVWA7hm",
          "response_item_id": "fc_064af6ee3d6528eb016a097d600d9c819190411f7fbbb6790c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"set -euo pipefail\\nsource \\\"$HOME/jarvis_runtime/finance-system/venv/bin/activate\\\"\\nexport PYTHONPATH=src\\nexport JARVIS_FINANCE_DB_PATH=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nexec uvicorn jarvis_finance.api.main:app --host 127.0.0.1 --port 8000\",\"watch_patterns\":[\"Uvicorn running on\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Investigating budget workbook**\n\nIt looks like I'm not finding a budget workbook. I see that the seed is already in the database. Now, I need to work on setting up the runtime UAT pages by initiating the start process. It seems I need to address both backend and frontend, and I might need to consider the VITE path for this. There's a bit to sort out, but I’ll focus on one step at a time!",
      "reasoning_content": "**Investigating budget workbook**\n\nIt looks like I'm not finding a budget workbook. I see that the seed is already in the database. Now, I need to work on setting up the runtime UAT pages by initiating the start process. It seems I need to address both backend and frontend, and I might need to consider the VITE path for this. There's a bit to sort out, but I’ll focus on one step at a time!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX1fNMPlfhonM6z0BF2p2CKo_nD5CFk7R9S7O5YR0pLOuR24RAKxUn0TUbijJsz3iVszgamibi7LvtshIHwpHmucRXd31H1egvNiggdZ72htv_uoUq1cOt5QwzOYdIZ63T9RLKgiQoH3xlfiEh-9BuMisH0oOftCig4bqm7A_eIe_eZqM_mqfBYCNqwvVJn4onwO1FCvfVZqKQDCFV1LqNkEdXiGpKxxvusgsw4avFRRjfUJkveRWZru4Jfv2LFoXfBTV4vU-zCPMHBqeqjXScALbJXwNbk3MMngL_cHRPsBoH2x2bC5ECcDnTVYtIU4qcGP6LBwujLfRU2QP0OrgzkSlE7mrSobxMkADicHiRjL6AQnBR-fRF1CzH6rYG984Ko4Bs0f6Ipj3kFYIBiexhpKf2m7DINDvu50uxWvzXnpT5XcCkvit3prcz3P2d7AKjXP75gz6QP8J0C3ulss6v3OY2kGcGXqjcqPvUH-KbvkOHISwuVYQfQSfoyE1Xh36hNRaIhDKCMNwUsxSeMPulmjiceXVLh7lh_pgd5nWH4pip8gFzi9BTnxG6jdCXvcImg6-17ZKK_R2tiAgtgZOhNQYhKsdNcYaYGbqqhv86IGWqXLx7dmAyZSTTMOxjUypo08Mqs1LsJcaOWg2qLnWOIBfyADMoV7PNPbyFdhPA1W7m9H4qXunCksLLovAu9oGKQcR7VDb3lRXRYM2VE_RhiP-NV0_3d7uEKyp5k9HwYpFE2OY0xYrFDVzMT_8rjc0U2qnZoA7GBpox8_zQareQ0nXuEonWWf6eIp2zHVo2zN4_xSrG4R45Ypjn0tsz_8Y1ih13O0aOLVdWdUzbxGCQg9dnbgBkCYf7OfNJ60nKP_uq9qrb11GMk4hBR5tgOulFNVjHn2SNZR7foc6yp7t_wDxKTRMEVlhEog1mzQPar-KSx8bl-j8NF7lNwJwDQWoo4cTuFVT0u1fEgYoth6ySmKT8K0-olsBMMzUavZYERBuHPKlmxMCO4CjS2PTrTUntMhZ_jfIQSz0uSiZy2CJpvc8OEnvYJ8sNMu35X-PN5U3G_X_qrRWDG5tiq3Mr2C7HPGg3EeGtDdNYIvAREXQaJvEA==",
          "id": "rs_064af6ee3d6528eb016a097d5de84c81918b347fd8e7a8d22a",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Investigating budget workbook**\n\nIt looks like I'm not finding a budget workbook. I see that the seed is already in the database. Now, I need to work on setting up the runtime UAT pages by initiating the start process. It seems I need to address both backend and frontend, and I might need to consider the VITE path for this. There's a bit to sort out, but I’ll focus on one step at a time!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backup der Runtime-DB ist erstellt, Migration 019 ist auf der Runtime-DB vorhanden. Ich starte Backend/Frontend neu aus dem aktuellen Code und prüfe die geforderten Seiten/API-Pfade."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097d5fe7c481919907f3cd10386ccd",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_6e1c77be32bc\", \"pid\": 471938, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Uvicorn running on\"]}",
      "tool_call_id": "call_zBPjo9lFDfld3mWU1YVWA7hm"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xrm7i7afXnHsUHFQved1GNnf",
          "call_id": "call_xrm7i7afXnHsUHFQved1GNnf",
          "response_item_id": "fc_064af6ee3d6528eb016a097d65faa88191a94b1358fcfc3787",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"wait\",\"session_id\":\"proc_6e1c77be32bc\",\"timeout\":2}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[process] wait session=proc_6e1c77be32bc",
      "tool_call_id": "call_xrm7i7afXnHsUHFQved1GNnf"
    },
    {
      "role": "assistant",
      "content": "Port 8000 war bereits belegt. Ich räume die alten Runtime-Prozesse auf und starte sauber neu.",
      "tool_calls": [
        {
          "id": "call_DxeyzsmehcevsgraQa1R5iwJ",
          "call_id": "call_DxeyzsmehcevsgraQa1R5iwJ",
          "response_item_id": "fc_064af6ee3d6528eb016a097d6b5e60819187749bd507ff1fb9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport subprocess, os, signal, re\\nout=subprocess.run(['bash','-lc',\\\"ss -ltnp '( sport = :8000 or sport = :5173 )' || true\\\"],capture_output=True,text=True).stdout\\nprint(out.strip())\\nfor pid in set(re.findall(r'pid=(\\\\d+)', out)):\\n    os.kill(int(pid), signal.SIGTERM)\\n    print('terminated_pid', pid)\\nPY\\nsleep 1\\nss -ltnp '( sport = :8000 or sport = :5173 )' || true\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX1qkrP-lOVm5V2RqEjyIpJez89Ul5xGaDZBVH_mzNGF2Sqxqe6EG-_MhP0d-nj3Oafl0V9YWiUIcJIebb357LtCHgBlZKM89NDK9OfhP7kNcsG2b8FJljjuNZPNBmd7aHNVEIEg94nb282BL14E8zwkLED7GckWoAQjtsh8A4jlEA0gtiDJzQuYTorYBy3XSOf5U1tKIAEf7YzFrEZUs1wxQRNwvUuUX_OY7Ev7J2cpAXi_qi2NHck7-wmM_sRQs-h3283_M8r9z6zXxvbDqEmSErUuOCrstRu0YUYhRucZObipBri4Cnv9d2uX7n77vD0Ucz2G5ZHQVTS1Je0BmlKwNa_AzLiLsVz52BynpNKEjcErmQpUD8wHxos7Bobjjkb9_c8ueoaXnWChski4HPPrKWuYZNwsmNi6LpnLIjOPq_oE8L9XkV62TEqhX5n6W_4xeD4V6GnBia9WhRjmw3Y8ib2EdbXdu3HXCo9EaNpSJM4305YtVkAk5AyaJED69Y865SkBuQngUKZuf66s3mjUgYKXlUwVX9LW7h4wi89NwkEZKUjKd7uAeRlzt1dHz2yXzk7_UOBQA24cJBCmNprZnXltT6vjI6mrNu6vfTbpkPjZRfc2xu-uLvqMDEFnDd12ZMHB255je-gAP8-tbqu95YZktTh6189R9xzCK2QfkJrsZoR7yoButTBaaAY3r9D4rtSkLtqG3mF0a5tl6fajaVbTWr5kD9_CNHrhuC6cXOiNbKnpmbfkcSjqi430wxs6Cmhhf-vaqQeMad3v9o1xqh7sziYB0U9lMMsZpHzGqi6CCrihz3nEvMIGyHdlc2XB-YHT3iR_4Zk4Sgz80c8nmHemGQdwQ_S-lnXiUJaWALISIBeHGQ41XbNGZAqqNKy74xwBPiLi1EEn1ymVmSfssf-t-lLJV22iVdVBhdBSLsyTAGrwgDBfut56pzfTz7H2udJv29SVHpxMAMMkGi9LeQ==",
          "id": "rs_064af6ee3d6528eb016a097d6a5e8481918acc2b17d8f0da55",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Port 8000 war bereits belegt. Ich räume die alten Runtime-Prozesse auf und starte sauber neu."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097d6aef1c81918780960b959244c1",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\npython - <<'PY'\nimport subprocess, os, signal, re\nout=subpr...` -> exit 0, 1 lines output",
      "tool_call_id": "call_DxeyzsmehcevsgraQa1R5iwJ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_UQPMnJ9FSrmfHUEqk2orzr49",
          "call_id": "call_UQPMnJ9FSrmfHUEqk2orzr49",
          "response_item_id": "fc_064af6ee3d6528eb016a097d7240ec81919e932e97c156c576",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"set -euo pipefail\\nsource \\\"$HOME/jarvis_runtime/finance-system/venv/bin/activate\\\"\\nexport PYTHONPATH=src\\nexport JARVIS_FINANCE_DB_PATH=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nexec uvicorn jarvis_finance.api.main:app --host 127.0.0.1 --port 8000\",\"watch_patterns\":[\"Uvicorn running on\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_3a60ffac8689\", \"pid\": 471968, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Uvicorn running on\"]}",
      "tool_call_id": "call_UQPMnJ9FSrmfHUEqk2orzr49"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_A7cAaIungWELNysh7z8DSX6B",
          "call_id": "call_A7cAaIungWELNysh7z8DSX6B",
          "response_item_id": "fc_064af6ee3d6528eb016a097d77eb248191966487edc1819bf2",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"wait\",\"session_id\":\"proc_3a60ffac8689\",\"timeout\":2}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"timeout\", \"output\": \"\", \"timeout_note\": \"Waited 2s, process still running\"}",
      "tool_call_id": "call_A7cAaIungWELNysh7z8DSX6B"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_z12GTk3dOl24Lp182pPIx67A",
          "call_id": "call_z12GTk3dOl24Lp182pPIx67A",
          "response_item_id": "fc_064af6ee3d6528eb016a097d7e3bf48191800c556f6ae39e0e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"set -euo pipefail\\nexport VITE_API_BASE_URL=\\\"http://100.85.29.67:5173\\\"\\nexec npm run dev -- --host 0.0.0.0 --port 5173\",\"watch_patterns\":[\"Local:\",\"Network:\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_39e91be7c502\", \"pid\": 471982, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Local:\", \"Network:\"]}",
      "tool_call_id": "call_z12GTk3dOl24Lp182pPIx67A"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_88zarBiOMArzlK665kGMMAmK",
          "call_id": "call_88zarBiOMArzlK665kGMMAmK",
          "response_item_id": "fc_064af6ee3d6528eb016a097d829bd88191a1a33fdebb6d6942",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"wait\",\"session_id\":\"proc_39e91be7c502\",\"timeout\":2}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"timeout\", \"output\": \"\", \"timeout_note\": \"Waited 2s, process still running\"}",
      "tool_call_id": "call_88zarBiOMArzlK665kGMMAmK"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_qJvYi6bRyUWIG5w6U3NCG4SB",
          "call_id": "call_qJvYi6bRyUWIG5w6U3NCG4SB",
          "response_item_id": "fc_064af6ee3d6528eb016a097d8835cc819193613771064ff02f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\n# API/page UAT: output only statuses/counts, no budget amounts\\npython - <<'PY'\\nimport requests\\nbase='http://127.0.0.1:5173'\\napi='http://127.0.0.1:8000'\\nchecks={}\\nfor name,url in [\\n (...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\n# API/page UAT: output only statuses/counts, no budget amou...` -> exit 0, 1 lines output",
      "tool_call_id": "call_qJvYi6bRyUWIG5w6U3NCG4SB"
    },
    {
      "role": "assistant",
      "content": "Runtime-Seiten/API sind erreichbar. Aktuelle Runtime-Seed-Kandidaten enthalten noch keine Income-Kandidaten; ich prüfe jetzt die Seed-Metadaten und ob eine Workbook-Quelle lokal erreichbar ist, ohne Dateinamen/Beträge in den Chat zu leaken.",
      "tool_calls": [
        {
          "id": "call_sjSUJMuXa5vSSfQacTefsaAI",
          "call_id": "call_sjSUJMuXa5vSSfQacTefsaAI",
          "response_item_id": "fc_064af6ee3d6528eb016a097d96543481919c8668fb53dad1b0",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\npython - <<'PY'\\nimport sqlite3, os, pathlib\\nconn=sqlite3.connect(os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3'))\\nconn.row_factory=sqlite3.Row\\nlabels=[r['s...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating income data**\n\nI’m realizing there are no income candidates available because the existing seed data predates the current context. I need to check if there’s a sheet for 2026 rows, but I don’t have a workbook file to reference. Maybe I’ll need to extract income in code, but without a workbook, that complicates things. Do I really need to generate a report? It sounds like we might have to use an existing budget file, but I’m uncertain about where to find the source path.",
      "reasoning_content": "**Evaluating income data**\n\nI’m realizing there are no income candidates available because the existing seed data predates the current context. I need to check if there’s a sheet for 2026 rows, but I don’t have a workbook file to reference. Maybe I’ll need to extract income in code, but without a workbook, that complicates things. Do I really need to generate a report? It sounds like we might have to use an existing budget file, but I’m uncertain about where to find the source path.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX2WJJ7_g69EZGy3LAvneWLNTDMBCFIx05oggDTRzyDSbxdlPLr5UZL1vMB-Fs5EqJNdNKTHwiY5Q8tjUhj9m-zO9EzlUAw3nv6e6hAbW54RuCL4YcZA7OkkyqKavoNKr5Nhb9Hmxpg2GgnaNTNJ49Ui1_Ff5MhDVu7zmKEpY6WI6PQyeEZ1Lye1CUCw-GB_Z94E_MiaxaEwSsekSBq4OWvA4G7Cy86U_UVuKaeMjg8JNmWwt7M51JvHK_yQbeFu0gIJQnoAIr3EEylHvMXhzga41MUGgTevQBrXGwL2Ret3X5XKlRdV3122gw5ULUJLObXFqMctepyi-7SjzdEL3aooosiwigTBSEd7no8IFhwTV_NJB5GfHW9uMBNAVI8NOcZVjKBFNxcCzWzMPWC6XdovVfp-R-0YMy63P4FJz_1-7hMxf-ZZQSV3K-oPqaeiA7ZFqYltNdgvsnUF6NuHla-Tvx05HBBTXrtCKJp-z3RRbKZvnGLRrkbOfXAHtGdQu3XgFoHtYJE3hZVcg_NmQBIHs4PRMxNtYSHo2yHm18LKH9jaCUoA4iIBlfgEhnAroQqlWdS-Ne8NbfKXsaWuLcx4U6VbwxcS68cI897wD8BCYubKGm98ngXjadYgh_AW9i_NfXzjL1ZOg5E4qm4kQ1_gkGIo4yfCjN0hTVcdw7-V7dhLjUgBEMmcegPCK1u9AB-jRgtV_RPWVuOPyWlXSiNEANH9fVF8g1O-htO1-CZIShPy3zbBnx8c955PiBznMZRDnKCoQgRBegJwsoEklvkaYbwxt9g0ZMZR7axjUsVl4ixKTZOyWR18gx-zfZ6fqhJIS5Ch0tUupQowp8LRDiz-mJgXC8wAePXGTDixAQfpSDGJwShhJ1IKEiMeUbkbPrYVoMJKBuIayZbr14EeRQ4QKUSHwJ60eaxkWV-u_IwIeHJY0rgO0sbtMqkYVl7PKkF7_KnyGrC19QmcmLItDRYoatIlcsNB3vuoOEOf4WzR4RUsL3WV8-fjDZeKavzMj3rFkFTxTMqThftpth1cu1Nl5BO98auIByNlq-TaJHwfZ-9oH2smeH-ss9e5_x70FM_AU5CLfenkm_MGvQQfQ4iNQc5di-OfrTjoQJRME8OUJPoImuuybxDM5h7dU-MGaiO5bQxT0mhcV5OkzUA3Iv7sC0Od_FfMVsDES6mqF0AG3Hs83Uceitbq3WPkzw0JL6E5NW_n7U3j6k7WoLBujicUXK5HZiXr5nVs93XbK_8f1QhU2qmAFe22ZmbtBRzuoHVkj_HL0jzAWZNPl1B1JTgjdvI3iYXC31PkO9YN4XBUSkDC705h_YNABOnPexu8fBlVY9aHiqqlpBIM9hXpztra8KpXgPn2W0f74knU33N8oXI=",
          "id": "rs_064af6ee3d6528eb016a097d9361b881918676ba702bd5383b",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating income data**\n\nI’m realizing there are no income candidates available because the existing seed data predates the current context. I need to check if there’s a sheet for 2026 rows, but I don’t have a workbook file to reference. Maybe I’ll need to extract income in code, but without a workbook, that complicates things. Do I really need to generate a report? It sounds like we might have to use an existing budget file, but I’m uncertain about where to find the source path."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Runtime-Seiten/API sind erreichbar. Aktuelle Runtime-Seed-Kandidaten enthalten noch keine Income-Kandidaten; ich prüfe jetzt die Seed-Metadaten und ob eine Workbook-Quelle lokal erreichbar ist, ohne Dateinamen/Beträge in den Chat zu leaken."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097d96073c8191842e50cedd04953d",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"source_label_count 1\\nsource_labels_are_paths 0\\nsource_exists_0 False\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_sjSUJMuXa5vSSfQacTefsaAI"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_b0Z4AORkRKWizMYPLBi6HcBs",
          "call_id": "call_b0Z4AORkRKWizMYPLBi6HcBs",
          "response_item_id": "fc_064af6ee3d6528eb016a097d9f5e2481919d98145f7d9f0465",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":50,\"path\":\"/home/agent\",\"pattern\":\"*.xls*\",\"target\":\"files\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX2fPkyqwEd4mkuMR3pdefk5W4DLkeC8B0lv6hEh0eCZ9BXml2qybniWKuVpT-FtPirEudpnEIbMX9dnF2Ru7NrefQxScgxnsF-U9T3UXEUqoT7eVSqw1VJGyxtfKtUtuIHMrIVTosQ63zbHNWYM_PLKwHOlKW9T5QOskSHMpZbSgWjSmQWw_LYNtTRUDdn5Y_Shb2L06flJnZyWO9mGWM8MifvMKKHR4ZQSOfAUoc0XlV0zCTh8vdLtyQ5Md6OkRIh9DxkbPOqIWsD-i2j-ThMR-O5uo00qe4Es-KDcAmCqE-ooy359r9u8EvgIU6fJUwXh6YmztAJqi5N13TSxIZ32DpMrABbsJrD7BDOAo26JQdL9ONXUYg59qUaXg20GG8fZmDlU-HzuqIVccVO8CZ2IJGF-ZS8Ffa2b8cvgw_4ogjgluM8J-dkQg9vnkTPQZpGEEsJBSKuAmHwvWI1CPj1hmVGmm6PPbnZ3nhH2M8lisXGetjSfe0n5WtI_wEatYIMLahyAqncIvxi-jAUqwRvfIvoExCW9W11OL0lLugl09wYUaj5vXQ00KgHkiXxqSRLJi8-QEYj4RwE4vUebJs7Kdp1pIpkwg384igT_88TwokAI2b81MAfX0QVASb4Som2fIojCwzqYzV1OH2aWlTcphnwuEe7DyrrjPRP7QhR_OuAkd_587nVR1mlOjKbDgxgTzdlMdpCUNhBiHnqjwBo9T49p6RezMDv09YOTfgn9vJY8jsaz5W2bYl2XgTf_22zDLbuA3o8pweuWAu0HROPdwKIFmpp22exIaKaVyOLcfSp9XXU__bpNWryvUsw5b0SMB4ADtnp8odxZ4kKFIiPhw4zid01gNcFOL1dKR2HqNpX0vN7NOdjpyCjXgfYpGmVO71ZQc12iW5jErGFrIHdNlqV9sZqd_Gkl82kHHJPSyJyyknTVIoJkLaODlhvK7bVQTpFhFD7wEB1nPZ1lGYe0mP5doWfOwOGIutCW7cshmWLOsOuOKWIfE_S88_8j9qAvxB9n6cVTv6RKv0062hoKzOTyjV0Slu4Kr-8B6OyJKcste3jTsMMOjylYNQ29e4bZpBnYPknDtIWoXHZ3mu4Zh6Hzl1uhnkwexs-Iqa_rVgp15WvrGR0Hheo6RQUWZUVn6vIsc6uXoVR-USzKkW-Yvbq9DCvMOeFBSL2v34sZ6fqjCrSqPWLOs-OO5zk0h2Ji_L5si9j2aKA2Lj3JV8cRY0hrLFqu72pGsDCcx-Hf9To20T3Qg2RMs4LMbQfhyDTy7B-YIQPhS3z7B3gjo1pmyG2kAINcs4JUCJFB0IqB4yjzE27fwzDTdVXAbN3cZD6ZR4sUQ994ds7oleCXvjSqfs1bxGmAjGk78TU4CehxNW4OoeB6D07rfr1oI_RpVwnlOFPaOneAoCKisPEbzFFdMTp8WxvmHlB_HRD6YCz7J8FA-TA5v3QelkPG6lR0PIRKg-umCELIKMM9NGWkHj7nsR6NumDImMTqlPkxU0j9dueSadMSYJDyhnbh69th7QWZ6PkCiMVnriOIC2eN-TVgcmXYYzrE2_slVZJMs1u1eOQjSpyf3xQDf7-hHh4boJes",
          "id": "rs_064af6ee3d6528eb016a097d9d4ee881918faaf34abee44452",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[search_files] files search for '*.xls*' in /home/agent -> 4 matches",
      "tool_call_id": "call_b0Z4AORkRKWizMYPLBi6HcBs"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_PUpKbeu1XYzkzPDmCNiBUuK2",
          "call_id": "call_PUpKbeu1XYzkzPDmCNiBUuK2",
          "response_item_id": "fc_064af6ee3d6528eb016a097daf0a2081918ba0bf1913a48de7",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":240,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transfers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX2vvieCvT0eob_Eq5mAegmNywaoMm5QrR9wjjYGfvJDtr-dDpEKCmRWwxaQOn0k99cQ2QEfPNYxQvqjBLANfXGNa8iQNIbybexitxC_HHSPTZwqx94RbVIdS8J0EipInQknSY5zKKUaizVQ99zc6qdxDf3MBcpZAIut7MGRSLfEak9D9F2jkWxai_sF7r8Odnpi6MwidKI_CxLTC_6o_NDr-KD6eHvSoOSNIFxmTSovGBoAOsXewtMSRC_p1TyuM7ax51pTM3eFANp21wOc1OyiMT0202hvLHRu6qQh_CdN6JbwW2CJoQN05jF80uhCr5eCRth3Fiwglg6CMgmAONoHZibCPtSqig_Zjxq-HHWHJrYqFG0iMwUVfDyhyhTrC0fAZ-zHHNlP48D1hJSXHG1ROLQ8Qc1VmGzkN8I953nm-N9YteOZzJxWEdS6QWYYKt0Z4ZUxmj4nl7z5RYMmYQ0ultpUkrnJWRJfo5QUQ6R1g0rnKsfUBXjdXMI-4qw3amyaiikxF2twwVLfW5AcNop7Puy6ArdUYIftO84wjhpSdopSTaDRdq4gwwxpcEoOfKcam6zFUjSi5zQjJpXqvxmx3V8WufeYnqfOI0xLQusxOEPEHY8hxVjqScnvLLFrbbvBGUYbSSsy4ZU_ESDOcx8yUFiuYpCu9nJh-iheUqLim0Vi28q42XgVONb0MN4ij1PMNd-ua4wmF6fOjrNXZiuJ5XlXREdryZObyp_XxgyJoyfSPVqLnvlraXdDfkJnMd1Om4zxEPAb-5mT2d0Ze7f6LS5VPAtlsLfhKmwFizOTtk7Uebu3cddUDN6Z-Sz-riDOCOjbOtYfVm_cHOXx0vV7mhhyw-M3KXZAsc0jvQDAdtNmtcUfwjC35AdzkUbYK2b-dj6cYZEq5ok5Va8NnOAO-jCWBWSBJGj-yEaa1EaSiH-j29V5uQdka0TBKejr5kY6WlrFniauGYux35sEvPYQjOYUanp5DjEHaO_5iherDWLo5Z-YyprkjbYjmqNqwu9vui1dMsj-GzhHpR4OQY2ePLjHZE8NIyK-dveg1bJYGPmHi70F7GUMCNeRLsWeqagn9FJhIJ92BfQVbrWOCLy-w_NFFGrHM-81OlUfsQ29XbgqFILsr4CfVp2rYb0CCBVTQJKjkYayTkmf97r531Wfl_i0QgPOCQ6Tjbinp38bSYof03a3tWUIdyTy5nKxIUgZZIr1StyxsDFTgZ_6WQEt9-rLcjc9AtMapz56GY_fF0KyMcw1LfjxMOBJ3iFRp1tQIyr0WGpHFsF133jUZUIIR31hqurh3JMpI5L3afOW7LlqLRRGCZpbGtC0hSwHUAtVaCN7Gw1SKFVIsMHKxGX5u3nY9PxpXt2cWlUksWb7MjJU-PtLcBKxn-ILJMaOmkP_E2YBWcUoDCuPnuiDMrRhW8dsooAqOHan4_FsPkTV4O8z3AiolXqXZTApLEDCMLs13GbBxBM6EzGCuhV72KIfoct9VoiANkTfOsNE-DcmYGLcTwLMI8dG9gqmObL6l_Vf8nFK8t0FD9VOUqbTC1z6CSmYwPZMMh-vOsWl8_DJC6olAum4HRsBc4lB6CGHCQxVO4IzEMfvNoOu4L7_sHaRySrk763hqwztkccNXqx_BulHVo4GbwWexJeV2AWyDU2RVZWFyH26NVvOmOTKG416OGTCblYa3oQmVVsMH31db-KIdBC1nKE9KhjRpHoiZN4imkNU_6bU0y25YQGshYWpSMm3RT8op5GeY3Hq-N0o3mIJI7WjDdcUHKzm8A1R-hKOKA62djVo4mDdEIHmui970k0hjaEZ5EWqvl-eCOOTb-o=",
          "id": "rs_064af6ee3d6528eb016a097dac29cc8191ac1e616f5e2feaad",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transfers.py from line 1 (695 chars)",
      "tool_call_id": "call_PUpKbeu1XYzkzPDmCNiBUuK2"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_AxRsRwfVmdQsLlkXyBGxudQK",
          "call_id": "call_AxRsRwfVmdQsLlkXyBGxudQK",
          "response_item_id": "fc_064af6ee3d6528eb016a097db2bc3081919a7e3ec905393b93",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":80,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance\",\"pattern\":\"confirm_budget_transfer|transfer\",\"target\":\"content\",\"output_mode\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_AxRsRwfVmdQsLlkXyBGxudQK"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_OhXIp7S3BO2OC2s6Te0jkWL5",
          "call_id": "call_OhXIp7S3BO2OC2s6Te0jkWL5",
          "response_item_id": "fc_064af6ee3d6528eb016a097db92f048191a0db8cb83d6209ae",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":80,\"output_mode\":\"content\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance\",\"pattern\":\"previewBudgetTransfer|transfers/preview|transfers/confirm\",\"target\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_OhXIp7S3BO2OC2s6Te0jkWL5"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Q5Tcx9CG2WWUNADtXuwnoQfy",
          "call_id": "call_Q5Tcx9CG2WWUNADtXuwnoQfy",
          "response_item_id": "fc_064af6ee3d6528eb016a097dc265d08191b43a14e4b6115562",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":120,\"output_mode\":\"content\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\",\"pattern\":\"transfer|transactions|@router.post\",\"target\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Investigating API Endpoints**\n\nI’m finding it interesting that the frontend API has a transfer feature, but I’m not so sure if the backend has a corresponding endpoint for this. It makes me think that I need to take a closer look at the budget router related to the transfer feature. Maybe I should check its setup and how it interacts with the rest of the system to understand what’s happening here!",
      "reasoning_content": "**Investigating API Endpoints**\n\nI’m finding it interesting that the frontend API has a transfer feature, but I’m not so sure if the backend has a corresponding endpoint for this. It makes me think that I need to take a closer look at the budget router related to the transfer feature. Maybe I should check its setup and how it interacts with the rest of the system to understand what’s happening here!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX3CEVR6tEycoswAowTvG5rXDlVHMr8eo2_vY1wrM7STLCgCWvCMh8n9ja7bJshzKlUhpILlHASdZ2i75WGvaobGx2gxEuAj_NOViDCU1X6R5u3c232046RU_tPK2bP2wDajKwo9k9HvkEUCKPSaHhPZw21A0VETfkFrF0kLXt7WTigi2hxSUO7tKGw5LblPpZ8g9SIIlbN71AWtmD9rRP19xI1ScV1YQ08r-80yqnFw3GUWKeU4II6QJ8ljszVWUmpc2AYR07A5MW1KJ33LmokTeChO0fTHp5upZQL2vZEIVRcSL8PEw_4fb3IwUeTFr2Qm1XB0EF5tfE1yVSV_hz8zDubnEdRR-Kr2tykYOS3JcDLLWSTKuIeE4ke3vFFKZT6PHhW9c-tFvv9XtVWqujbJwuznV9VuJx7yOabpZBd5UWFixutsV8Utvp27xBzTQlUEoFc8GCt7ypFpVZkjK0zZPim0XGk9UkV09N_eErpUtiOKFyfmUjVoqb9a2TBmPKgbE6lU9AoEyZsVWJAsrhz-TESwMhKDlrCasxrEMLGkq9Q5tq2dRKenTYAjKD4KkrvYIyf_y8JuoRYufaPBC3SJKrbCscQS_vta_vpY6Elijcb3IXBZLnQvmE8bAvFN3ar2CogXIqWbMgxUy7CrLFC_phuerXioi9Mnmk5TY1oDLLkVGcmaQ6L4ZNxtC1rhYwJiu--FFpxGMmIFYtE8pYzAe5NKKKavtwAQ5jwNM7v81iiMlBhRSEzDIRG-QuzagX-xrlsNbeIf8hlDT2tBrvZQNHWRajEOLnNvOBqRNaqJ1bQZPu0_NnVtPnry4FxsJlHr0jHoRjoNDkBDKNnrryLoyBzRt0xO5b2HWOpmJXmxqbSLWTND78IDN2iS5P_T1MJ7qoj3oW-EBBhlOLQbPDjUpZ0XPcoRdasfMN9USCbOR24g23M3mhIny135tIdgJawL_Hou61uuAt_QAv9BwgCfWEXIIF542qj9IESBHezt647LrwFeQ8BmC2SZSnWUUUM2kDUs4HEJEeUXAlV7mhcjfjLozqDtOfBXUeM2rs3Sxo8=",
          "id": "rs_064af6ee3d6528eb016a097dc0b1588191ac4e3794392d6841",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Investigating API Endpoints**\n\nI’m finding it interesting that the frontend API has a transfer feature, but I’m not so sure if the backend has a corresponding endpoint for this. It makes me think that I need to take a closer look at the budget router related to the transfer feature. Maybe I should check its setup and how it interacts with the rest of the system to understand what’s happening here!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_Q5Tcx9CG2WWUNADtXuwnoQfy"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NQY6p8Bln7l4p1A1TryXsDDW",
          "call_id": "call_NQY6p8Bln7l4p1A1TryXsDDW",
          "response_item_id": "fc_064af6ee3d6528eb016a097dc985e881919b2064de06ede91e",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":260,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX3JkKtgmf3VO0Y2rZRrak37wVdLAhQNyK32nHiXwUlZWZs4ubXxHSbuVmTmR6nMnpLfa4G0yHOx5z-31JZbrkl-0Owu6aq6vdo5VlXQlez5keIuLVc9EBvVj7e2PFnvx70bxJ5DSRkpLI97klGlgFogXo3xWWXd8eJlKDzfCmrS3u-MjaLFKQtLa4UFlk0CV8wmZuTIP4yNv1nndbUW6dIp6hkqGbJ-lVc_bKT5X1a_tctO2-FWpll5aeZ09yt3FwESqLWPpPPRONOiqk5-vtxzQ6uF61I1rjYjwM7ytsoC8ifDtJMcvrJWIIb9ng1WNuO7oUty4ZUf6ssqN66XNLzg6ABnaUD54YVN29fTETIBsI2G_m4xrsGk_YLNU-KJ3a1hzGGWSSkrP7J33TbSMn9XZppl0XXHUjL9P7r76Gm-VYaPaYx3xlwPzgs8qR-bX6SBXihhu41GA9xgy0rb8nw-LA-YAIcwJUXf5ZFOwAR_5aLD-HOigJnY1-8CliTGjv3X5qVVqykS_Amy5RzKCSY5efiJKDdYgUhmodkcJF_zSuidO5EaC7M1qqzk5T4m4mEcDYMVxfwAh3M-UYExb8HEWJym90Uoous50-vpKBvRk5ratpQNsoKxhnkUHvQV9jaOrgoFl-DafnwZBXFxn0s2JPOh5V4H3D8_-PhjZRAzk3IGNWR2sBzWTpW4Z463wLtKC3vFV599_OAVSqRHlszZMVdRrGArGS4u1v8uaeTh9CcJ5oHHpyl5uRSLpRqW2gwtzMAnrjjOtKNkzQG23C9vCicUFIi3gpjbBsdNlFpHkmXg49zKS-3DzGxmgQhnwSPAo_BMUX_2NUatbsgOaoHqs1fBdSaPUH9M6d71PDAUdG1WvkebPAax_a3bnrEVMPU2UVWxiDqOzTsavyQYOy-PIyBtzA3JBMw2NpFw7vTHWFaMyL_2ARLm3_1RhWnx2YRI",
          "id": "rs_064af6ee3d6528eb016a097dc8fe3c81919eb73e59c3cded6b",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py from line 1 (11,004 chars)",
      "tool_call_id": "call_NQY6p8Bln7l4p1A1TryXsDDW"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_552OPVFhfi6rBgc4vB3D1bLR",
          "call_id": "call_552OPVFhfi6rBgc4vB3D1bLR",
          "response_item_id": "fc_064af6ee3d6528eb016a097dce29d48191aa1443d8e5c61d1c",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":260,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from decimal import Decimal\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from fastapi import HTTPException\\n     7|\\n     8|from jarvis_finance.audit.log import record_audit_event\\n     9|from jarvis_finance.services.budget_common import new_id, now, require_decimal_text, row_to_dict, validate_currency\\n    10|\\n    11|TX_TYPES = {\\\"income\\\", \\\"expense\\\", \\\"transfer\\\", \\\"refund\\\", \\\"fee\\\", \\\"adjustment\\\", \\\"reversal\\\"}\\n    12|\\n    13|\\n    14|def _fx_fields(conn: Connection, currency: str, amount_text: str) -> tuple[str, str | None, str | None]:\\n    15|    cur = validate_currency(currency)\\n    16|    if cur == \\\"CHF\\\":\\n    17|        return \\\"not_needed\\\", \\\"1\\\", amount_text\\n    18|    row = conn.execute(\\n    19|        \\\"SELECT rate FROM fx_rates WHERE base_currency=? AND quote_currency='CHF' ORDER BY rate_date DESC LIMIT 1\\\",\\n    20|        (cur,),\\n    21|    ).fetchone()\\n    22|    if not row or row[\\\"rate\\\"] in (None, \\\"\\\"):\\n    23|        return \\\"missing\\\", None, None\\n    24|    rate = Decimal(str(row[\\\"rate\\\"]))\\n    25|    return \\\"ok\\\", format(rate, \\\"f\\\"), format(Decimal(amount_text) * rate, \\\"f\\\")\\n    26|\\n    27|\\n    28|def _normalise_tx_payload(conn: Connection, payload: dict, *, force_type: str | None = None) -> dict:\\n    29|    account_id = str(payload.get(\\\"account_id\\\") or \\\"\\\").strip()\\n    30|    if not conn.execute(\\\"SELECT 1 FROM budget_accounts WHERE budget_account_id=? AND is_active=1\\\", (account_id,)).fetchone():\\n    31|        raise HTTPException(status_code=422, detail=\\\"active budget account required\\\")\\n    32|    tx_type = force_type or str(payload.get(\\\"transaction_type\\\") or \\\"expense\\\").strip().lower()\\n    33|    if tx_type not in TX_TYPES:\\n    34|        raise HTTPException(status_code=422, detail=\\\"invalid transaction_type\\\")\\n    35|    description = str(payload.get(\\\"description\\\") or \\\"\\\").strip()\\n    36|    if not description:\\n    37|        raise HTTPException(status_code=422, detail=\\\"description is required\\\")\\n    38|    amount = require_decimal_text(str(payload.get(\\\"amount_original\\\") or \\\"\\\"), \\\"amount_original\\\")\\n    39|    currency = validate_currency(payload.get(\\\"currency_original\\\") or \\\"CHF\\\")\\n    40|    fx_status, fx_rate, amount_chf = _fx_fields(conn, currency, amount)\\n    41|    if payload.get(\\\"fx_rate_to_chf\\\"):\\n    42|        fx_rate = require_decimal_text(str(payload[\\\"fx_rate_to_chf\\\"]), \\\"fx_rate_to_chf\\\")\\n    43|        amount_chf = format(Decimal(amount) * Decimal(fx_rate), \\\"f\\\")\\n    44|        fx_status = \\\"not_needed\\\" if currency == \\\"CHF\\\" else \\\"manual_override\\\"\\n    45|    return {\\n    46|        \\\"budget_transaction_id\\\": payload.get(\\\"budget_transaction_id\\\") or new_id(\\\"btx\\\"),\\n    47|        \\\"account_id\\\": account_id,\\n    48|        \\\"transaction_type\\\": tx_type,\\n    49|        \\\"transaction_date\\\": str(payload.get(\\\"transaction_date\\\") or now()[:10]),\\n    50|        \\\"booking_date\\\": payload.get(\\\"booking_date\\\") or None,\\n    51|        \\\"description\\\": description,\\n    52|        \\\"payee\\\": payload.get(\\\"payee\\\") or None,\\n    53|        \\\"merchant_id\\\": payload.get(\\\"merchant_id\\\") or None,\\n    54|        \\\"amount_original\\\": amount,\\n    55|        \\\"currency_original\\\": currency,\\n    56|        \\\"fx_rate_to_chf\\\": fx_rate,\\n    57|        \\\"amount_chf\\\": amount_chf,\\n    58|        \\\"fx_status\\\": fx_status,\\n    59|        \\\"category_id\\\": payload.get(\\\"category_id\\\") or None,\\n    60|        \\\"source_type\\\": payload.get(\\\"source_type\\\") or \\\"manual\\\",\\n    61|        \\\"notes\\\": payload.get(\\\"notes\\\") or None,\\n    62|        \\\"tag_names\\\": payload.get(\\\"tag_names\\\") or [],\\n    63|        \\\"reversal_of_transaction_id\\\": payload.get(\\\"reversal_of_transaction_id\\\") or None,\\n    64|    }\\n    65|\\n    66|\\n    67|def create_budget_transaction_preview(conn: Connection, payload: dict) -> dict:\\n    68|    tx = _normalise_tx_payload(conn, payload)\\n    69|    warnings = []\\n    70|    if tx[\\\"fx_status\\\"] == \\\"missing\\\":\\n    71|        warnings.append(\\\"FX fehlt: CHF-Wert bleibt leer, Buchung kann bewusst unvollständig gespeichert werden.\\\")\\n    72|    if not tx[\\\"category_id\\\"] and tx[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"expense\\\", \\\"refund\\\", \\\"fee\\\"}:\\n    73|        warnings.append(\\\"Kategorie fehlt: Buchung bleibt unkategorisiert.\\\")\\n    74|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"{tx['transaction_type']} · {tx['currency_original']} {tx['amount_original']} · {tx['description']}\\\", \\\"fx_status\\\": tx[\\\"fx_status\\\"], \\\"warnings\\\": warnings, \\\"payload\\\": tx}\\n    75|\\n    76|\\n    77|def _insert_tags(conn: Connection, tx_id: str, tag_names: list[str]) -> None:\\n    78|    for name in tag_names:\\n    79|        row = conn.execute(\\\"SELECT tag_id FROM budget_tags WHERE name=?\\\", (name,)).fetchone()\\n    80|        if row:\\n    81|            conn.execute(\\\"INSERT OR IGNORE INTO budget_transaction_tags(budget_transaction_id, tag_id) VALUES (?, ?)\\\", (tx_id, row[\\\"tag_id\\\"]))\\n    82|\\n    83|\\n    84|def confirm_budget_transaction(conn: Connection, payload: dict) -> dict:\\n    85|    tx = _normalise_tx_payload(conn, payload)\\n    86|    if tx[\\\"category_id\\\"] and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (tx[\\\"category_id\\\"],)).fetchone():\\n    87|        raise HTTPException(status_code=422, detail=\\\"category not found\\\")\\n    88|    ts = now()\\n    89|    conn.execute(\\n    90|        \\\"\\\"\\\"\\n    91|        INSERT INTO budget_transactions(\\n    92|            budget_transaction_id, account_id, transaction_type, transaction_date, booking_date,\\n    93|            description, payee, merchant_id, amount_original, currency_original, fx_rate_to_chf,\\n    94|            amount_chf, fx_status, category_id, status, source_type, notes, created_at, updated_at,\\n    95|            reversal_of_transaction_id\\n    96|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'confirmed', ?, ?, ?, ?, ?)\\n    97|        \\\"\\\"\\\",\\n    98|        (tx[\\\"budget_transaction_id\\\"], tx[\\\"account_id\\\"], tx[\\\"transaction_type\\\"], tx[\\\"transaction_date\\\"], tx[\\\"booking_date\\\"], tx[\\\"description\\\"], tx[\\\"payee\\\"], tx[\\\"merchant_id\\\"], tx[\\\"amount_original\\\"], tx[\\\"currency_original\\\"], tx[\\\"fx_rate_to_chf\\\"], tx[\\\"amount_chf\\\"], tx[\\\"fx_status\\\"], tx[\\\"category_id\\\"], tx[\\\"source_type\\\"], tx[\\\"notes\\\"], ts, ts, tx[\\\"reversal_of_transaction_id\\\"]),\\n    99|    )\\n   100|    _insert_tags(conn, tx[\\\"budget_transaction_id\\\"], tx[\\\"tag_names\\\"])\\n   101|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"confirm\\\", entity_type=\\\"budget_transaction\\\", entity_id=tx[\\\"budget_transaction_id\\\"], new_values=tx, user_text_note=tx.get(\\\"notes\\\"), created_by=\\\"user\\\")\\n   102|    conn.commit()\\n   103|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": tx[\\\"budget_transaction_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Budgetbuchung gespeichert\\\"}\\n   104|\\n   105|\\n   106|def reverse_budget_transaction_preview(conn: Connection, transaction_id: str, payload: dict | None = None) -> dict:\\n   107|    row = conn.execute(\\\"SELECT * FROM budget_transactions WHERE budget_transaction_id=? AND status='confirmed'\\\", (transaction_id,)).fetchone()\\n   108|    if not row:\\n   109|        raise HTTPException(status_code=404, detail=\\\"confirmed transaction not found\\\")\\n   110|    reason = (payload or {}).get(\\\"reason\\\") or \\\"Reversal\\\"\\n   111|    reversal = row_to_dict(row) | {\\\"budget_transaction_id\\\": new_id(\\\"btx\\\"), \\\"transaction_type\\\": \\\"reversal\\\", \\\"description\\\": f\\\"Reversal: {row['description']}\\\", \\\"notes\\\": reason, \\\"reversal_of_transaction_id\\\": transaction_id, \\\"tag_names\\\": []}\\n   112|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"Reversal · {row['description']}\\\", \\\"warnings\\\": [], \\\"payload\\\": reversal}\\n   113|\\n   114|\\n   115|def confirm_reverse_budget_transaction(conn: Connection, transaction_id: str, payload: dict) -> dict:\\n   116|    result = confirm_budget_transaction(conn, payload | {\\\"reversal_of_transaction_id\\\": transaction_id, \\\"transaction_type\\\": \\\"reversal\\\"})\\n   117|    ts = now()\\n   118|    conn.execute(\\\"UPDATE budget_transactions SET status='reversed', updated_at=? WHERE budget_transaction_id=?\\\", (ts, transaction_id))\\n   119|    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"reverse\\\", entity_type=\\\"budget_transaction\\\", entity_id=transaction_id, new_values={\\\"status\\\": \\\"reversed\\\", \\\"reversal_transaction_id\\\": result[\\\"entity_id\\\"]}, user_text_note=payload.get(\\\"notes\\\"), created_by=\\\"user\\\")\\n   120|    conn.commit()\\n   121|    return result\\n   122|\\n   123|\\n   124|def create_transfer_preview(conn: Connection, payload: dict) -> dict:\\n   125|    from_account_id = str(payload.get(\\\"from_account_id\\\") or \\\"\\\").strip()\\n   126|    to_account_id = str(payload.get(\\\"to_account_id\\\") or \\\"\\\").strip()\\n   127|    if from_account_id == to_account_id:\\n   128|        raise HTTPException(status_code=422, detail=\\\"transfer accounts must differ\\\")\\n   129|    for account_id in (from_account_id, to_account_id):\\n   130|        if not conn.execute(\\\"SELECT 1 FROM budget_accounts WHERE budget_account_id=? AND is_active=1\\\", (account_id,)).fetchone():\\n   131|            raise HTTPException(status_code=422, detail=\\\"active transfer accounts required\\\")\\n   132|    amount = require_decimal_text(str(payload.get(\\\"amount_original\\\") or \\\"\\\"), \\\"amount_original\\\")\\n   133|    currency = validate_currency(payload.get(\\\"currency_original\\\") or \\\"CHF\\\")\\n   134|    fx_status, fx_rate, amount_chf = _fx_fields(conn, currency, amount)\\n   135|    transfer = {\\n   136|        \\\"transfer_id\\\": payload.get(\\\"transfer_id\\\") or new_id(\\\"btrf\\\"),\\n   137|        \\\"from_account_id\\\": from_account_id,\\n   138|        \\\"to_account_id\\\": to_account_id,\\n   139|        \\\"amount_original\\\": amount,\\n   140|        \\\"currency_original\\\": currency,\\n   141|        \\\"fx_rate_to_chf\\\": fx_rate,\\n   142|        \\\"amount_chf\\\": amount_chf,\\n   143|        \\\"transaction_date\\\": str(payload.get(\\\"transaction_date\\\") or now()[:10]),\\n   144|        \\\"description\\\": str(payload.get(\\\"description\\\") or \\\"Transfer\\\"),\\n   145|        \\\"notes\\\": payload.get(\\\"notes\\\") or None,\\n   146|        \\\"fx_status\\\": fx_status,\\n   147|    }\\n   148|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"Transfer · {currency} {amount}\\\", \\\"fx_status\\\": fx_status, \\\"warnings\\\": [] if fx_status != \\\"missing\\\" else [\\\"FX fehlt\\\"], \\\"payload\\\": transfer}\\n   149|\\n   150|\\n   151|def confirm_transfer(conn: Connection, payload: dict) -> dict:\\n   152|    transfer = create_transfer_preview(conn, payload)[\\\"payload\\\"]\\n   153|    out_payload = {\\\"account_id\\\": transfer[\\\"from_account_id\\\"], \\\"transaction_type\\\": \\\"transfer\\\", \\\"transaction_date\\\": transfer[\\\"transaction_date\\\"], \\\"description\\\": transfer[\\\"description\\\"], \\\"amount_original\\\": transfer[\\\"amount_original\\\"], \\\"currency_original\\\": transfer[\\\"currency_original\\\"], \\\"fx_rate_to_chf\\\": transfer.get(\\\"fx_rate_to_chf\\\"), \\\"notes\\\": transfer.get(\\\"notes\\\")}\\n   154|    in_payload = out_payload | {\\\"account_id\\\": transfer[\\\"to_account_id\\\"]}\\n   155|    out_result = confirm_budget_transaction(conn, out_payload)\\n   156|    in_result = confirm_budget_transaction(conn, in_payload)\\n   157|    ts = now()\\n   158|    conn.execute(\\n   159|        \\\"INSERT INTO budget_transfers(transfer_id, from_transaction_id, to_transaction_id, from_account_id, to_account_id, amount_original, currency_original, fx_rate_to_chf, notes, created_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\\",\\n   160|        (transfer[\\\"transfer_id\\\"], out_result[\\\"entity_id\\\"], in_result[\\\"entity_id\\\"], transfer[\\\"from_account_id\\\"], transfer[\\\"to_account_id\\\"], transfer[\\\"amount_original\\\"], transfer[\\\"currency_original\\\"], transfer.get(\\\"fx_rate_to_chf\\\"), transfer.get(\\\"notes\\\"), ts),\\n   161|    )\\n   162|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"confirm\\\", entity_type=\\\"budget_transfer\\\", entity_id=transfer[\\\"transfer_id\\\"], new_values=transfer, created_by=\\\"user\\\")\\n   163|    conn.commit()\\n   164|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": transfer[\\\"transfer_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Transfer gespeichert\\\"}\\n   165|\\n   166|\\n   167|def list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None) -> list[dict]:\\n   168|    clauses = [\\\"1=1\\\"]\\n   169|    params: list[str] = []\\n   170|    if month:\\n   171|        clauses.append(\\\"substr(transaction_date,1,7)=?\\\"); params.append(month)\\n   172|    if account_id:\\n   173|        clauses.append(\\\"account_id=?\\\"); params.append(account_id)\\n   174|    if category_id:\\n   175|        clauses.append(\\\"category_id=?\\\"); params.append(category_id)\\n   176|    if transaction_type:\\n   177|        clauses.append(\\\"transaction_type=?\\\"); params.append(transaction_type)\\n   178|    rows = conn.execute(\\n   179|        f\\\"\\\"\\\"\\n   180|        SELECT t.*, a.name AS account_name, c.name AS category_name\\n   181|        FROM budget_transactions t\\n   182|        JOIN budget_accounts a ON a.budget_account_id=t.account_id\\n   183|        LEFT JOIN budget_categories c ON c.category_id=t.category_id\\n   184|        WHERE {' AND '.join(clauses)}\\n   185|        ORDER BY t.transaction_date DESC, t.created_at DESC\\n   186|        LIMIT 200\\n   187|        \\\"\\\"\\\",\\n   188|        params,\\n   189|    ).fetchall()\\n   190|    return [row_to_dict(r) for r in rows]\\n   191|\", \"total_lines\": 190, \"file_size\": 11669, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_552OPVFhfi6rBgc4vB3D1bLR"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_MI1KIDI7uAf0vBi7Ava2KieW",
          "call_id": "call_MI1KIDI7uAf0vBi7Ava2KieW",
          "response_item_id": "fc_064af6ee3d6528eb016a097dd5fe64819197beeba8520d22d2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src python - <<'PY'\\nimport os, shutil, sqlite3, tempfile\\nfrom pathlib import Path\\nfrom jarvis_finance.storage.database import apply_migrations\\nfrom jarvis_finance.services.budget_accounts import confirm_create_budget_account\\nfrom jarvis_finance.services.budget_categories import confirm_create_category, confirm_create_tag\\nfrom jarvis_finance.services.budget_transactions import confirm_budget_transaction, confirm_transfer\\nfrom jarvis_finance.services.budget_overview import get_budget_overview\\nsrc=Path.home()/'jarvis_runtime/finance-system/data/finance.sqlite3'\\nwork=Path(tempfile.mkdtemp(prefix='budget_phase13_uat_'))/'finance.sqlite3'\\nshutil.copy2(src, work)\\nconn=sqlite3.connect(work)\\nconn.row_factory=sqlite3.Row\\napply_migrations(conn)\\nacc1=confirm_create_budget_account(conn, {'name':'UAT Konto A','account_type':'cash','currency':'CHF'})['entity_id']\\nacc2=confirm_create_budget_account(conn, {'name':'UAT Konto B','account_type':'cash','currency':'CHF'})['entity_id']\\ninc_cat=confirm_create_category(conn, {'name':'UAT Einnahme','category_type':'income'})['entity_id']\\nexp_cat=confirm_create_category(conn, {'name':'UAT Ausgabe','category_type':'expense'})['entity_id']\\ntag=confirm_create_tag(conn, {'name':'UAT Review Tag'})['entity_id']\\nbefore=get_budget_overview(conn, '2026-01')\\nconfirm_budget_transaction(conn, {'account_id':acc1,'transaction_type':'income','transaction_date':'2026-01-20','description':'UAT income','amount_original':'1.00','currency_original':'CHF','category_id':inc_cat,'tag_names':['UAT Review Tag']})\\nconfirm_budget_transaction(conn, {'account_id':acc1,'transaction_type':'expense','transaction_date':'2026-01-21','description':'UAT expense','amount_original':'1.00','currency_original':'CHF','category_id':exp_cat,'tag_names':['UAT Review Tag']})\\nconfirm_transfer(conn, {'from_account_id':acc1,'to_account_id':acc2,'transaction_date':'2026-01-22','description':'UAT transfer','amount_original':'1.00','currency_original':'CHF'})\\nafter=get_budget_overview(conn, '2026-01')\\ntag_links=conn.execute(\\\"select count(*) from budget_transaction_tags tt join budget_tags t on t.tag_id=tt.tag_id where t.name='UAT Review Tag'\\\").fetchone()[0]\\naudits=conn.execute(\\\"select entity_type,count(*) c from audit_log where entity_type in ('budget_transaction','budget_transfer') group by entity_type\\\").fetchall()\\nprint('manual_income_ok', after['actual_income_chf'] != before['actual_income_chf'])\\nprint('manual_expense_ok', after['actual_expense_chf'] != before['actual_expense_chf'])\\nprint('transfer_ok', conn.execute(\\\"select count(*) from budget_transfers where notes is null or notes is not null\\\").fetchone()[0] > 0)\\nprint('category_assignment_ok', conn.execute(\\\"select count(*) from budget_transactions where category_id in (?,?)\\\", (inc_cat, exp_cat)).fetchone()[0] == 2)\\nprint('tag_assignment_ok', tag_links == 2)\\nprint('overview_updated_ok', after['actual_net_chf'] != before['actual_net_chf'] or after['actual_expense_chf'] != before['actual_expense_chf'])\\nprint('audit_rows_ok', sum(r['c'] for r in audits) >= 3)\\nprint('uat_db_copy_removed_later', work)\\nconn.close()\\nshutil.rmtree(work.parent)\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering migration strategy**\n\nI’m thinking I might need to transfer some semantics without signs, focusing on positive transfer. Should I do a manual script for copying? It looks like I’ll need to copy the database and migrate it, including the path. Using services makes sense, and I should also focus on tag category assignments. So, I need to get the tag names along with the categories. Looks like a bit of planning is required here!",
      "reasoning_content": "**Considering migration strategy**\n\nI’m thinking I might need to transfer some semantics without signs, focusing on positive transfer. Should I do a manual script for copying? It looks like I’ll need to copy the database and migrate it, including the path. Using services makes sense, and I should also focus on tag category assignments. So, I need to get the tag names along with the categories. Looks like a bit of planning is required here!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX3V_OqxBK5-doPpYD7jYbHA8JBIzGnqWmee1v9ly8i382fJ-531F0pebqQ8pnOyqGsFgsOBlzmMEoi5HUKKQTuIiLyC0CHJxYZhTRQErTh9RwyZMyiUrNXaE8lClRAdLEKr41pt_BCz6VeTJyY0mv7wG6AfEpsfNIT7wuEqzwfsOP024pQHG439L-IvhQCzuvDLaSFj9Fm3Zw8-Om4-1UQPzsLGvqPMbpMC9Ufo_2cVB8bixdO3EOnlzPjvIQLe3329KlVdMLTD-q2Id6VlYfbAFT0EzE0IMJOYe9NHhL7Y3cswDcrNUV6Y9kck8Sw7yCjvUqxIWEF4gjl3kNK2Fnp6Sv11RCRhJq49f_f7kGIvnuH5J0le8pk88wv3IzW6ZcOVyf2_riaLEWcq5KdmyyehWXF_a192x16TH6gqigFPntAVOM-EDt91k4_49RsSACAzhqBeUgMqUx154I6il7kW50gLu7R2TTU6JEBVxTpNbu75WHfh7AHeAb5IOg6wWrNsc9a40tjLLFN38JP7fH6p-DI1FwSQTZuiXR5tKH41dALhoyI54DPyxkNWTFI3hYx28Cc17CFLW44-iytokFcobgLz9XwIPxAecHehqI2dJSGTaOaTpr-798bYaof-mQvFTMTHnzheproBoeoqfe0-Yx_QzxPtfjlhlOOp05A8mOKiQfGeSgZ1YazJpjWURnmmp0XKQs8tsI_Rlzn4Em4e-942rt5QAK1IWifn1yx4IvV7cX7_BNfJt7LwdyAoPb9I4r1hZZlkS-6A_2NSk-4cUe-5hIuSulLIMncmkB-2a-3NL3oYl1uahPOEQkDDaj-nwst8fs4_wU45BBjohAWo2toAKy86TeVQbh9uGMujFsSxWLFE6RdlrgkXt-bz9nVci6rCWVTQBHLJIyYcLkN6Z1P98yMqjTRWnHjhlS-FLKH16vCci-k6r5Z0CzK6YdNeiUcQ3hdQPnDCzNjfe85ohjO8Y4UGAfG713RHBNVKUlj8QG7xS8ik08hwWRlMWPNGpf9HRIJnejVI0WmU8QOUd4Qe4i0VJDrUKUSXr2MMfMzj35a0D63rWA6_4WAH7tnqAxkmPcEnV2hXVJ146hRxLRXnKkTWVuHYij7CoxMghkkq0m5KiIymsTQur0eHVZTqgQ7dGj97WVMvNGRd4mDHYsdKs56iTd36Zb5RDXPV_hQwiN0vFK9sCXkVFEboMPt1V72ihqh2XW0LxO2S1IwP1w==",
          "id": "rs_064af6ee3d6528eb016a097dd2f72881919ee10460b812f341",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering migration strategy**\n\nI’m thinking I might need to transfer some semantics without signs, focusing on positive transfer. Should I do a manual script for copying? It looks like I’ll need to copy the database and migrate it, including the path. Using services makes sense, and I should also focus on tag category assignments. So, I need to get the tag names along with the categories. Looks like a bit of planning is required here!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Traceback (most recent call last):\\n  File \\\"<stdin>\\\", line 3, in <module>\\nImportError: cannot import name 'apply_migrations' from 'jarvis_finance.storage.database' (/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/database.py)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_MI1KIDI7uAf0vBi7Ava2KieW"
    },
    {
      "role": "assistant",
      "content": "UAT-Copy-Skript braucht den korrekten Migrations-Einstieg. Ich lese ihn kurz nach und wiederhole den Test auf einer temporären Runtime-Kopie.",
      "tool_calls": [
        {
          "id": "call_0FB8dlxwoq3Y7r6ItSYF22ug",
          "call_id": "call_0FB8dlxwoq3Y7r6ItSYF22ug",
          "response_item_id": "fc_064af6ee3d6528eb016a097de9340881919a494bbe41305ce9",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":180,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/database.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Reading database for migration name**\n\nI need to determine the import migration name from the database. I'll start by checking the database to see what entries are available. It’s essential to ensure I gather the right name since that’s crucial for the next steps. I’ll keep an eye out for anything that seems off or unexpected, as I want to be thorough and accurate. Let's see what I find!",
      "reasoning_content": "**Reading database for migration name**\n\nI need to determine the import migration name from the database. I'll start by checking the database to see what entries are available. It’s essential to ensure I gather the right name since that’s crucial for the next steps. I’ll keep an eye out for anything that seems off or unexpected, as I want to be thorough and accurate. Let's see what I find!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX3pgjbKtCUw4KOKXknazthy7VK1VyORHyA4TDaTL43MC3ZNXB1BJ9JXLXIlXHgGKvQmPqT-lUooyKfpeBJW8BTVxBSNfGAMwKQa-T_b5NeiHH2aqbVd5eFOxpU38kmS_kPbf9-c5ObETys0bFinPrg0FKdfUGJGNJRGQ1cj59KbU5xw4ZHJ8u0IHqNkEcnzerQ1NgcuQGdaqf--vUu0rubcpAeX4ToEHgqbj9G5AT1g4UEq8cMlfH2KQPk2Rs9Iz6SFytfKYN7gK43UUUX6B8QjyuNccLPQDoRwJ3yZIt8zGwTqcg4aHGlpfZ0iGFCJnDpFWWdXjta8KfyPi2qDpMD1HElKLAcRCb-FBP6PxVEc5ZLqvc0JAHIOrtuT0n2fam8cHLzoB5cZwUALYYw6bWLkAc-kcBAY5MlX4zdyt4O0RJeINAILUIXIhZIvCXEBucTt_TDtMkke2Dg3_Cue6DYqbKDG9KOFOPBvnuvqjAHVkd1OHVJLZJJEm8v3J3pWJ5YyNkp44MaNIbYBxBTQcdMMel9JiYZrzJBFuJjlUJ5K5zqRJQnNoXYGbvnd4kNDCnYS3GqO63_5dAi3HNQ_rn_S83V9BOCg79hDeWyGD0GZr0hdB6UpWX7hDmp73ybKhJ2_zwGsqBYypvG2lbvvMCsHXQZNSVxRJyJAHUqjB8ZCeVT6QldpLUS3gyjMqPmEk8ObhCHKH-r4jIMGhQ8gi3OxwM9v0xfp9QT8EW6cyUYqZbaAImdyElIgzFitkVK56ck7_YGkgQ6hooALQg7Xq-LdDM_tl9HlDEyZTJSfB8LCm_Zg_braK45EeqlMpG4VIvn-tB21M_UxZhwYBsZxwwpDGoQZvRziqo_Rh3QZk1p4CorhwbtYTO02plmsl3EXP0BbO3XoUQ2Mk0IDUYv68iM0QibWAYc1VKnIQVDkJ2LkoCbbEv8v328bZ8v6k2o0tJlkAouIvKhfqmFwzqYQ0Ark8A==",
          "id": "rs_064af6ee3d6528eb016a097de791e481919f9cb3d0c2fb9f43",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Reading database for migration name**\n\nI need to determine the import migration name from the database. I'll start by checking the database to see what entries are available. It’s essential to ensure I gather the right name since that’s crucial for the next steps. I’ll keep an eye out for anything that seems off or unexpected, as I want to be thorough and accurate. Let's see what I find!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "UAT-Copy-Skript braucht den korrekten Migrations-Einstieg. Ich lese ihn kurz nach und wiederhole den Test auf einer temporären Runtime-Kopie."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097de9112c8191999007a719c22952",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import sqlite3\\n     4|from pathlib import Path\\n     5|\\n     6|\\n     7|def connect(db_path: str | Path) -> sqlite3.Connection:\\n     8|    path = Path(db_path).expanduser()\\n     9|    path.parent.mkdir(parents=True, exist_ok=True)\\n    10|    conn = sqlite3.connect(path, check_same_thread=False)\\n    11|    conn.row_factory = sqlite3.Row\\n    12|    conn.execute(\\\"PRAGMA foreign_keys = ON\\\")\\n    13|    return conn\\n    14|\\n    15|\\n    16|def connect_memory() -> sqlite3.Connection:\\n    17|    conn = sqlite3.connect(\\\":memory:\\\", check_same_thread=False)\\n    18|    conn.row_factory = sqlite3.Row\\n    19|    conn.execute(\\\"PRAGMA foreign_keys = ON\\\")\\n    20|    return conn\\n    21|\", \"total_lines\": 20, \"file_size\": 583, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_0FB8dlxwoq3Y7r6ItSYF22ug"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Ye1R4cz77wdnNDxVNL8HLzxn",
          "call_id": "call_Ye1R4cz77wdnNDxVNL8HLzxn",
          "response_item_id": "fc_064af6ee3d6528eb016a097dedfac4819189d63b5975fc2368",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":50,\"output_mode\":\"content\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage\",\"pattern\":\"def .*migr|apply_|run_migration\",\"target\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_Ye1R4cz77wdnNDxVNL8HLzxn"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_ktUcCPv5D2vxiDxYdA5YzXnv",
          "call_id": "call_ktUcCPv5D2vxiDxYdA5YzXnv",
          "response_item_id": "fc_064af6ee3d6528eb016a097df580a08191bdd42239711ecddf",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":100,\"output_mode\":\"content\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance\",\"pattern\":\"schema_migrations|MIGRATIONS|migrations\",\"target\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX31qKyp30RL1OKmRXPUiSOvgkqnqZdJBI2sCZGcr0-vEJPd8NlujDSOxToJM882RzaJFpCyKUB-7phx6TV2Hb5rXBeLKdNW9TJvI01adg9CdaI6J_u6wmgykI65XzmR8gBRwuO79Qbz8BkFVMg8zu8g_HbMfTPM7qsNPWxIoOqAxpGuVTXMXdPpGp-onl6cwd9OVUCFN_l2N4Rn-tKmom4CmQsy3kNw2zGNEDoL8XLL68ncQatmJaHeG8EDIYfDObw39FGZADwP3ymnLA6C4h66qmg0JZHpvu8_6Dr_y0hAj3duGnn41HIiBOQ4xKtx_jCL6gQ8kqe4pR-s0beXtCBq-dZSpMD6GFV6B3-yMvhl5fBXuGsBodyNCNGIeOh-D9ug3FYIx_TZwsYNFo20BXOEqjil1diIbIySCa_GSOpVHgZsk2jZLlqfBBwlfJlM9nzWWjFRBs5I__qjmXPORLZbHGO86gOs3V_0l0E3Jm3bQUNpJ7IGK05ZP0m5WXt1pvhnPWWYmlUxwkJyruKW6KTTtr35z7KjRQ9mY_SN9AcWBMV5Kn7vP3JJ29V0nriXynczqW80YNnSCOCYiPc8G9YOxgEFJrsOWrss6_ukTXEpf64PU0r1YXO_yN1g0_DZsiqfwKz4Druj6vK6_hrWSqPWS4oo5erAIZl-bSOV7TnUVDpO1C8R4lWANiXOoX0EjT7mNiUfCbl5vZ_2umr948RacX7XchKmEIOcnaCihEP5nXMkHgaK57TgvJ7quOJGLYoX68Z3L_7JPx5Ea3aSQV3zMnNqgLuKpX8TwqieYAy5_FmPPQUCiHctljYbaJn4NNzNClsS4_gXd1JWOAvha6Cxk8yHWv9-kNwyi-oE7kTrj8RMavxtX1G-30ujSLMwj8DSOkQis2HIOtFrSaqQyF5tTCQ3A8Izb4veiXKhUbLuepUPIa_uJ2WKIF24gqFoV_xXnJDj6b0P0tPUhhjcgulyGA==",
          "id": "rs_064af6ee3d6528eb016a097df4bae081919c42c54b56c5b791",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_ktUcCPv5D2vxiDxYdA5YzXnv"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NBHkiMwsYUyOZX3CnmlEfZYP",
          "call_id": "call_NBHkiMwsYUyOZX3CnmlEfZYP",
          "response_item_id": "fc_064af6ee3d6528eb016a097dfe5f8c8191a6c00f8a296194c6",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":80,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX3-yuh4LWVmVOuorBMcOPoiY6KXW3-iCXmM4oFFm2ztNp-oGH_NySZ8H6y9ugi4UEs5dBxliWO3FOyO3PHDjT6B1Ru4l484wGMl0t6Xu5ZLFjO3HIJLkCPhK9zjuTq-jirW2s8eKZiSG4vXwS2bd8jP2m3JdiNLmErYzykiyH5f3Mj_gRKjxv9MqQwk1BeLn5URF6PkifQdxtei5bUGm6ywjpPtrg01KDwIUHfu7gGJTYvpnOAQxGfADNYHbs4rY0NZsV4WOqSxhUmBkeF8WgnSKglwzYQwVZsYVS1Smz2I_UZvuY7N_zhj8fM5YFaouZndL1wQVU5IUCkwwgR1Jh_edhLE72-ml4nl3nIc1er85Zauflt-Ld-snu_Grjaq1Jqu0Ml64PlFurUzT32el1QBNdWFjDMDfUlkT9OWMxPRfRtNe-r23WlowNgdqci97uJB0niWkZyww1ihrMhBeYze9RGxPY0eo_I_iAZmLSSn5ua0W7GGYpe20g_R0jbioUeVoF9_t8Q0HUMSZkSUb-_i-JKrXSpjb7IpCsMgpW5y1WOWY5sYAZcA1SGkaoMW5THvWLau-tKq6Zdn2cBihmw-MCEiFwv3RDicA_NTU7LCMmqMUeqIXZeUju690q-Bvhsy2Fuoz86Cgo95xbdLjmpKaNnOrHGPyXY-ap3Sz0I02iK0faq68VvBZPvEJxu1-U1GcWBV3CR9nV4nga9Jl-8sLF-oU2jBkAjiGbVxoHPn38s-aGdKZJmeOwjeT0M_G74b7LK4LYBRL3wzoyEUO3R_K7TVJN2yqr0RudkxDQshYeJtaQcYziH9q60T6HCONT5_lcVMpado1mTDmudbzye9BLBsT2vdhyl8dk2UhwbEyU3kohQ0agmvYMSMPJ4TQOK7dIM6IwZMK7sY8eLvaxs5utm2jK_4ozjKmu31KJYZhkVg8vw824xr6sGbaL1B1tLTZA1LBQcQc3zb_HsurfGUv9-b0mfkTvg-2ZcC2loDT5xxz6-9lxkar_TgPd6BIFxr",
          "id": "rs_064af6ee3d6528eb016a097dfd8f308191bbc742e461cceff1",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|from datetime import datetime, timezone\\n     5|from sqlite3 import Connection\\n     6|\\n     7|from .schema import INITIAL_SCHEMA_SQL\\n     8|\\n     9|MIGRATION_VERSION = 19\\n    10|MIGRATION_NAME = \\\"019_budget_phase12_seed_review\\\"\\n    11|\\n    12|INSTRUMENT_OPTIONAL_COLUMNS = {\\n    13|    \\\"position_category\\\": \\\"TEXT\\\",\\n    14|    \\\"ter\\\": \\\"TEXT\\\",\\n    15|    \\\"distribution_policy\\\": \\\"TEXT\\\",\\n    16|    \\\"index_name\\\": \\\"TEXT\\\",\\n    17|    \\\"fund_domicile\\\": \\\"TEXT\\\",\\n    18|    \\\"benchmark\\\": \\\"TEXT\\\",\\n    19|    \\\"is_currency_hedged\\\": \\\"INTEGER NOT NULL DEFAULT 0\\\",\\n    20|    \\\"hedged_to_currency\\\": \\\"TEXT\\\",\\n    21|    \\\"hedge_status\\\": \\\"TEXT NOT NULL DEFAULT 'unknown'\\\",\\n    22|    \\\"base_exposure_currency\\\": \\\"TEXT\\\",\\n    23|    \\\"trading_currency\\\": \\\"TEXT\\\",\\n    24|    \\\"instrument_status\\\": \\\"TEXT NOT NULL DEFAULT 'unknown'\\\",\\n    25|    \\\"valuation_policy\\\": \\\"TEXT NOT NULL DEFAULT 'live_price'\\\",\\n    26|    \\\"corporate_action_status\\\": \\\"TEXT NOT NULL DEFAULT 'not_checked'\\\",\\n    27|    \\\"split_or_corporate_action_review_required\\\": \\\"INTEGER NOT NULL DEFAULT 0\\\",\\n    28|}\\n    29|\\n    30|CATALOG_OPTIONAL_COLUMNS = {\\n    31|    \\\"last_price\\\": \\\"TEXT\\\",\\n    32|    \\\"price_currency\\\": \\\"TEXT\\\",\\n    33|    \\\"price_date\\\": \\\"TEXT\\\",\\n    34|    \\\"price_source\\\": \\\"TEXT\\\",\\n    35|    \\\"exchange_name\\\": \\\"TEXT\\\",\\n    36|    \\\"mic\\\": \\\"TEXT\\\",\\n    37|    \\\"security_type\\\": \\\"TEXT\\\",\\n    38|}\\n    39|\\n    40|TEXT_AFFINITY_COLUMNS = {\\n    41|    \\\"transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_original\\\", \\\"tax_original\\\", \\\"net_amount_original\\\", \\\"fx_rate_to_chf\\\", \\\"gross_amount_chf\\\", \\\"fee_chf\\\", \\\"tax_chf\\\", \\\"net_amount_chf\\\"},\\n    42|    \\\"crypto_holdings\\\": {\\\"quantity\\\", \\\"legacy_snapshot_value_original\\\", \\\"legacy_snapshot_value_chf\\\"},\\n    43|    \\\"crypto_transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_quantity\\\", \\\"fee_original\\\", \\\"fx_rate_to_chf\\\", \\\"amount_chf\\\"},\\n    44|    \\\"crypto_prices\\\": {\\\"price\\\", \\\"market_cap\\\", \\\"volume_24h\\\", \\\"change_24h_pct\\\"},\\n    45|    \\\"fx_rates\\\": {\\\"rate\\\"},\\n    46|    \\\"market_prices\\\": {\\\"open\\\", \\\"high\\\", \\\"low\\\", \\\"close\\\", \\\"adjusted_close\\\"},\\n    47|}\\n    48|\\n    49|\\n    50|def utc_now() -> str:\\n    51|    return datetime.now(timezone.utc).isoformat()\\n    52|\\n    53|\\n    54|def checksum_sql(sql: str) -> str:\\n    55|    return hashlib.sha256(sql.encode(\\\"utf-8\\\")).hexdigest()\\n    56|\\n    57|\\n    58|def get_schema_version(conn: Connection) -> int:\\n    59|    row = conn.execute(\\\"SELECT MAX(version) AS version FROM schema_migrations\\\").fetchone()\\n    60|    return int(row[\\\"version\\\"] or 0) if row else 0\\n    61|\\n    62|\\n    63|def _table_columns(conn: Connection, table: str) -> dict[str, str]:\\n    64|    return {row[\\\"name\\\"]: (row[\\\"type\\\"] or \\\"\\\") for row in conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()}\\n    65|\\n    66|\\n    67|def _add_missing_instrument_columns(conn: Connection) -> None:\\n    68|    existing = _table_columns(conn, \\\"instruments\\\")\\n    69|    for name, col_type in INSTRUMENT_OPTIONAL_COLUMNS.items():\\n    70|        if name not in existing:\\n    71|            conn.execute(f\\\"ALTER TABLE instruments ADD COLUMN {name} {col_type}\\\")\\n    72|\\n    73|\\n    74|def _rebuild_table_with_text_columns(conn: Connection, table: str, text_columns: set[str]) -> None:\\n    75|    cols = conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()\\n    76|    if not cols:\\n    77|        return\\n    78|    needs_rebuild = any(row[\\\"name\\\"] in text_columns and (row[\\\"type\\\"] or \\\"\\\").upper() != \\\"TEXT\\\" for row in cols)\\n    79|    if not needs_rebuild:\\n    80|        return\\n    81|\", \"total_lines\": 739, \"file_size\": 33618, \"truncated\": true, \"hint\": \"Use offset=81 to continue reading (showing 1-80 of 739 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_NBHkiMwsYUyOZX3CnmlEfZYP"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_IVAXugQzcyfpeD6tdbA8Kolj",
          "call_id": "call_IVAXugQzcyfpeD6tdbA8Kolj",
          "response_item_id": "fc_064af6ee3d6528eb016a097e02bd288191a7a58fd2d9bfb6a2",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"limit\":20,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\",\"pattern\":\"def migrate|def ensure|def apply|def run\",\"target\":\"content\",\"output_mode\":\"content\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"total_count\": 0}",
      "tool_call_id": "call_IVAXugQzcyfpeD6tdbA8Kolj"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_McEuEtkLtkkf0svBAuxJkjvw",
          "call_id": "call_McEuEtkLtkkf0svBAuxJkjvw",
          "response_item_id": "fc_064af6ee3d6528eb016a097e0996b08191bb1edd0aff1014f4",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":120,\"offset\":620,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"   620|            annual_amount_chf TEXT,\\n   621|            cadence TEXT NOT NULL DEFAULT 'monthly' CHECK(cadence IN ('monthly','quarterly','annual','one_time','irregular')),\\n   622|            is_fixed_cost INTEGER NOT NULL DEFAULT 0,\\n   623|            source_type TEXT NOT NULL DEFAULT 'manual' CHECK(source_type IN ('manual','excel_seed_dry_run','system')),\\n   624|            notes TEXT,\\n   625|            is_active INTEGER NOT NULL DEFAULT 1,\\n   626|            created_at TEXT NOT NULL,\\n   627|            updated_at TEXT\\n   628|        );\\n   629|        CREATE INDEX IF NOT EXISTS idx_budget_plan_items_month ON budget_plan_items(plan_month);\\n   630|        CREATE INDEX IF NOT EXISTS idx_budget_plan_items_category ON budget_plan_items(category_id);\\n   631|\\n   632|        CREATE TABLE IF NOT EXISTS budget_excel_seed_dry_runs (\\n   633|            dry_run_id TEXT PRIMARY KEY,\\n   634|            source_label TEXT NOT NULL,\\n   635|            source_hash TEXT,\\n   636|            sheet_count INTEGER NOT NULL,\\n   637|            current_budget_sheet TEXT,\\n   638|            main_category_count INTEGER NOT NULL DEFAULT 0,\\n   639|            position_count INTEGER NOT NULL DEFAULT 0,\\n   640|            fixed_cost_candidate_count INTEGER NOT NULL DEFAULT 0,\\n   641|            budget_plan_candidate_count INTEGER NOT NULL DEFAULT 0,\\n   642|            warnings_json TEXT NOT NULL DEFAULT '[]',\\n   643|            created_at TEXT NOT NULL,\\n   644|            notes TEXT\\n   645|        );\\n   646|\\n   647|        CREATE TABLE IF NOT EXISTS budget_excel_seed_candidates (\\n   648|            candidate_id TEXT PRIMARY KEY,\\n   649|            dry_run_id TEXT NOT NULL REFERENCES budget_excel_seed_dry_runs(dry_run_id),\\n   650|            candidate_type TEXT NOT NULL CHECK(candidate_type IN ('category','budget_plan','fixed_cost')),\\n   651|            sheet_name TEXT NOT NULL,\\n   652|            category_name TEXT,\\n   653|            parent_category_name TEXT,\\n   654|            position_name TEXT,\\n   655|            cadence TEXT,\\n   656|            has_monthly_values INTEGER NOT NULL DEFAULT 0,\\n   657|            has_annual_value INTEGER NOT NULL DEFAULT 0,\\n   658|            quality_flags_json TEXT NOT NULL DEFAULT '[]',\\n   659|            created_at TEXT NOT NULL\\n   660|        );\\n   661|        CREATE INDEX IF NOT EXISTS idx_budget_excel_seed_candidates_dry_run ON budget_excel_seed_candidates(dry_run_id);\\n   662|\\n   663|        CREATE TABLE IF NOT EXISTS budget_seed_candidates (\\n   664|            seed_candidate_id TEXT PRIMARY KEY,\\n   665|            source_file_label TEXT NOT NULL,\\n   666|            source_sheet TEXT NOT NULL,\\n   667|            source_row_or_range TEXT,\\n   668|            candidate_type TEXT NOT NULL CHECK(candidate_type IN ('category','budget_plan','recurring_candidate','unclean_range')),\\n   669|            source_label TEXT,\\n   670|            proposed_category_id TEXT REFERENCES budget_categories(category_id),\\n   671|            proposed_parent_label TEXT,\\n   672|            proposed_name TEXT,\\n   673|            proposed_period_type TEXT CHECK(proposed_period_type IS NULL OR proposed_period_type IN ('monthly','annual','fixed_like','unclear')),\\n   674|            proposed_amount_text TEXT,\\n   675|            currency TEXT NOT NULL DEFAULT 'CHF',\\n   676|            confidence TEXT NOT NULL DEFAULT '0',\\n   677|            requires_review INTEGER NOT NULL DEFAULT 1,\\n   678|            status TEXT NOT NULL DEFAULT 'pending' CHECK(status IN ('pending','accepted','edited','ignored','needs_review','confirmed')),\\n   679|            notes TEXT,\\n   680|            created_at TEXT NOT NULL,\\n   681|            updated_at TEXT\\n   682|        );\\n   683|        CREATE INDEX IF NOT EXISTS idx_budget_seed_candidates_status ON budget_seed_candidates(status);\\n   684|        CREATE INDEX IF NOT EXISTS idx_budget_seed_candidates_type ON budget_seed_candidates(candidate_type);\\n   685|        CREATE INDEX IF NOT EXISTS idx_budget_seed_candidates_sheet ON budget_seed_candidates(source_sheet);\\n   686|        \\\"\\\"\\\"\\n   687|    )\\n   688|    _add_missing_columns(conn, \\\"budget_seed_candidates\\\", {\\n   689|        \\\"source_file_label\\\": \\\"TEXT\\\",\\n   690|        \\\"source_sheet\\\": \\\"TEXT\\\",\\n   691|        \\\"source_row_or_range\\\": \\\"TEXT\\\",\\n   692|        \\\"candidate_type\\\": \\\"TEXT\\\",\\n   693|        \\\"source_label\\\": \\\"TEXT\\\",\\n   694|        \\\"proposed_category_id\\\": \\\"TEXT REFERENCES budget_categories(category_id)\\\",\\n   695|        \\\"proposed_parent_label\\\": \\\"TEXT\\\",\\n   696|        \\\"proposed_name\\\": \\\"TEXT\\\",\\n   697|        \\\"proposed_period_type\\\": \\\"TEXT\\\",\\n   698|        \\\"proposed_amount_text\\\": \\\"TEXT\\\",\\n   699|        \\\"currency\\\": \\\"TEXT DEFAULT 'CHF'\\\",\\n   700|        \\\"confidence\\\": \\\"TEXT DEFAULT '0'\\\",\\n   701|        \\\"requires_review\\\": \\\"INTEGER DEFAULT 1\\\",\\n   702|        \\\"status\\\": \\\"TEXT DEFAULT 'pending'\\\",\\n   703|        \\\"notes\\\": \\\"TEXT\\\",\\n   704|        \\\"created_at\\\": \\\"TEXT\\\",\\n   705|        \\\"updated_at\\\": \\\"TEXT\\\",\\n   706|    })\\n   707|\\n   708|\\n   709|\\n   710|def _apply_compat_migrations(conn: Connection) -> None:\\n   711|    _add_missing_instrument_columns(conn)\\n   712|    for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n   713|        _rebuild_table_with_text_columns(conn, table, text_columns)\\n   714|    _create_broker_bank_mapping_tables(conn)\\n   715|    _create_broker_import_review_items(conn)\\n   716|    _create_broker_import_execution_plans(conn)\\n   717|    _add_transaction_void_columns(conn)\\n   718|    _create_fx_market_data_tables(conn)\\n   719|    _create_instrument_import_candidates(conn)\\n   720|    _create_budget_phase1_tables(conn)\\n   721|    _create_budget_phase11_tables(conn)\\n   722|\\n   723|\\n   724|def apply_migrations(conn: Connection) -> None:\\n   725|    conn.executescript(INITIAL_SCHEMA_SQL)\\n   726|    existing_initial = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = 1\\\").fetchone()\\n   727|    if not existing_initial:\\n   728|        conn.execute(\\n   729|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n   730|            (1, \\\"001_initial_schema\\\", utc_now(), checksum_sql(INITIAL_SCHEMA_SQL)),\\n   731|        )\\n   732|    _apply_compat_migrations(conn)\\n   733|    existing = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = ?\\\", (MIGRATION_VERSION,)).fetchone()\\n   734|    if not existing:\\n   735|        conn.execute(\\n   736|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n   737|            (MIGRATION_VERSION, MIGRATION_NAME, utc_now(), checksum_sql(MIGRATION_NAME)),\\n   738|        )\\n   739|    conn.commit()\\n   740|\", \"total_lines\": 739, \"file_size\": 33618, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_McEuEtkLtkkf0svBAuxJkjvw"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_cKWHASvCXWDvtn6OBG0v0kq2",
          "call_id": "call_cKWHASvCXWDvtn6OBG0v0kq2",
          "response_item_id": "fc_064af6ee3d6528eb016a097e10352481919c609aff5b064751",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src python - <<'PY'\\nimport os, shutil, sqlite3, tempfile\\nfrom pathlib import Path\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.services.budget_accounts import confirm_create_budget_account\\nfrom jarvis_finance.services.budget_categories import confirm_create_category, confirm_create_tag\\nfrom jarvis_finance.services.budget_transactions import confirm_budget_transaction, confirm_transfer\\nfrom jarvis_finance.services.budget_overview import get_budget_overview\\nsrc=Path.home()/'jarvis_runtime/finance-system/data/finance.sqlite3'\\nwork=Path(tempfile.mkdtemp(prefix='budget_phase13_uat_'))/'finance.sqlite3'\\nshutil.copy2(src, work)\\nconn=sqlite3.connect(work)\\nconn.row_factory=sqlite3.Row\\nconn.execute('PRAGMA foreign_keys=ON')\\napply_migrations(conn)\\nacc1=confirm_create_budget_account(conn, {'name':'UAT Konto A','account_type':'cash','currency':'CHF'})['entity_id']\\nacc2=confirm_create_budget_account(conn, {'name':'UAT Konto B','account_type':'cash','currency':'CHF'})['entity_id']\\ninc_cat=confirm_create_category(conn, {'name':'UAT Einnahme','category_type':'income'})['entity_id']\\nexp_cat=confirm_create_category(conn, {'name':'UAT Ausgabe','category_type':'expense'})['entity_id']\\nconfirm_create_tag(conn, {'name':'UAT Review Tag'})\\nbefore=get_budget_overview(conn, '2026-01')\\nconfirm_budget_transaction(conn, {'account_id':acc1,'transaction_type':'income','transaction_date':'2026-01-20','description':'UAT income','amount_original':'1.00','currency_original':'CHF','category_id':inc_cat,'tag_names':['UAT Review Tag']})\\nconfirm_budget_transaction(conn, {'account_id':acc1,'transaction_type':'expense','transaction_date':'2026-01-21','description':'UAT expense','amount_original':'1.00','currency_original':'CHF','category_id':exp_cat,'tag_names':['UAT Review Tag']})\\nconfirm_transfer(conn, {'from_account_id':acc1,'to_account_id':acc2,'transaction_date':'2026-01-22','description':'UAT transfer','amount_original':'1.00','currency_original':'CHF'})\\nafter=get_budget_overview(conn, '2026-01')\\ntag_links=conn.execute(\\\"select count(*) from budget_transaction_tags tt join budget_tags t on t.tag_id=tt.tag_id where t.name='UAT Review Tag'\\\").fetchone()[0]\\ntransfer_count=conn.execute('select count(*) from budget_transfers').fetchone()[0]\\naudit_count=conn.execute(\\\"select count(*) from audit_log where entity_type in ('budget_transaction','budget_transfer')\\\").fetchone()[0]\\nprint('manual_income_ok', after['actual_income_chf'] != before['actual_income_chf'])\\nprint('manual_expense_ok', after['actual_expense_chf'] != before['actual_expense_chf'])\\nprint('transfer_ok', transfer_count > 0)\\nprint('category_assignment_ok', conn.execute(\\\"select count(*) from budget_transactions where category_id in (?,?)\\\", (inc_cat, exp_cat)).fetchone()[0] == 2)\\nprint('tag_assignment_ok', tag_links == 2)\\nprint('overview_updated_ok', after['actual_expense_chf'] != before['actual_expense_chf'])\\nprint('audit_rows_ok', audit_count >= 3)\\nconn.close()\\nshutil.rmtree(work.parent)\\nprint('temporary_runtime_copy_cleaned', True)\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"manual_income_ok True\\nmanual_expense_ok True\\ntransfer_ok True\\ncategory_assignment_ok True\\ntag_assignment_ok True\\noverview_updated_ok True\\naudit_rows_ok True\\ntemporary_runtime_copy_cleaned True\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_cKWHASvCXWDvtn6OBG0v0kq2"
    },
    {
      "role": "assistant",
      "content": "Manuelle UAT ist auf einer temporären Runtime-DB-Kopie grün und wieder entfernt; die echte Runtime wurde nicht mit Testbuchungen verschmutzt. Ich prüfe nun visuell/browserseitig die aktualisierten Seiten.",
      "tool_calls": [
        {
          "id": "call_zEDvCkY1bFFMXJTB1VsXlSue",
          "call_id": "call_zEDvCkY1bFFMXJTB1VsXlSue",
          "response_item_id": "fc_064af6ee3d6528eb016a097e26039c8191aff8ef266ed1f727",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"http://100.85.29.67:5173/planning/budget/setup\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX4lsp7NbLiDDIdYbrtJNVV4O7o1hi_zRK8mCWlFgO4KluoiGc_iB1YLwj6q62q8sI27M1QylmMgLsMqdhyT8GR-7Ue10M3gLL7DLkwDrbwzVvhaB3zZWNpJV4-eSE9BVmF7U3IHkFCfjhOGXP0eD5FodskaISRgkz0dSc-i_CvoVyRYfgQ3kXK9NPk6aW9t1yzgBMpQZPZd0v90Tnj_Qeo6VKbW7dKEHq4YDXfmikloooOvkhmxPvAkRfUPOxrMo6bAUwkHoVTZl8jOuSLRxQg2LaEd-GpuO_Fpq49fQGSL1TaGFbZ5lJijgIasuiZhaY8wChxovKHCjdsmmfR5ca_vjMgVvKwbw5CUo4AWkYxfUjsmAvG5TGnh3mzuoSoC3s2I6SoGJjNcZ4y4HFSDFkQwAWlQ-uM0mcH8WlQLsERj8WhkVjPNVd7_kNRicMOyiPYTMjanhl_0aiff_xP499DZsQCrePnb9RWFm7PozxU0FhCx_KtdJ60n21S-EVSBSAetOLMXefEfjA-iocOGV7SmqWj2dT8qBrWlh43H0biG-t8UviMg1mlBeJBrYEt8PHycqBezI4vQSotNZw8GzWNNt0QRX9jSYXcmp2TBCZtr__JNw2iJ1ZAaWPsqBIr0XM0CX4BbvQNcJvv8XGSSC94Hcsu_JVsB3kR7AcVF2ydVS3XDP2N9-z4GJeFWvvO0n_fJkqXsUQI6BkyQ8nyrLGrh6i5o9NrIplNxIeTlRZbWKDCntuDzHB23f56d8Ojvi8DJI-PlIS2OKn5lso1p8sRcocAo5oO57lbRYrCMahhlQuouTkOxM1hGyYDcfTXrAkaMccuEvfcpBpAzRjec-JzhbV6Eoh2KPcqJD-Ppf6g8iQJN-dBTAo7cit6-jdW2iNE3tR5RpqdkUv1zWTvpVs7fJCdsLSGcoThmEBRnGbVDfPmB62A_uOb7zL8hEzP9bo3s",
          "id": "rs_064af6ee3d6528eb016a097e24ea5c819189412885b65fb97d",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Manuelle UAT ist auf einer temporären Runtime-DB-Kopie grün und wieder entfernt; die echte Runtime wurde nicht mit Testbuchungen verschmutzt. Ich prüfe nun visuell/browserseitig die aktualisierten Seiten."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097e257d488191b857a2dea6eda2e3",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"http://100.85.29.67:5173/planning/budget/setup\", \"title\": \"JARVIS Finance Dashboard\", \"stealth_warning\": \"Running WITHOUT residential proxies. Bot detection may be more aggressive. Consider upgrading Browserbase plan for proxy support.\", \"stealth_features\": [\"local\"], \"snapshot\": \"- complementary\\n  - paragraph\\n    - StaticText \\\"JARVIS\\\"\\n  - heading \\\"Finance\\\" [level=1, ref=e1]\\n  - navigation\\n    - link \\\"Command Center\\\" [ref=e2]\\n    - link \\\"Portfolio\\\" [ref=e3]\\n    - link \\\"Crypto\\\" [ref=e4]\\n    - link \\\"Aktien & ETFs\\\" [ref=e5]\\n    - link \\\"Wallets\\\" [ref=e6]\\n    - link \\\"Position hinzufügen\\\" [ref=e7]\\n    - link \\\"Reports\\\" [ref=e8]\\n    - paragraph\\n    - link \\\"Budget Übersicht\\\" [ref=e9]\\n    - paragraph\\n    - link \\\"Kategorien\\\" [ref=e10]\\n    - link \\\"Tags\\\" [ref=e11]\\n    - link \\\"Konten\\\" [ref=e12]\\n    - link \\\"Excel übernehmen\\\" [ref=e13]\\n    - paragraph\\n    - link \\\"Budgetpläne\\\" [ref=e14]\\n    - link \\\"Monatsbudget\\\" [ref=e15]\\n    - link \\\"Jahresbudget\\\" [ref=e16]\\n    - paragraph\\n    - link \\\"geplante Einnahmen\\\" [ref=e17]\\n    - link \\\"tatsächliche Einnahmen\\\" [ref=e18]\\n    - paragraph\\n    - link \\\"manuelle Ausgabe\\\" [ref=e19]\\n    - link \\\"tatsächliche Ausgaben\\\" [ref=e20]\\n    - link \\\"Import später\\\" [ref=e21]\\n    - paragraph\\n    - link \\\"Budget vs Ist\\\" [ref=e22]\\n    - link \\\"Kategorienvergleich\\\" [ref=e23]\\n    - link \\\"Monatsverlauf\\\" [ref=e24]\\n    - paragraph\\n    - link \\\"Imports, später\\\" [ref=e25]\\n    - link \\\"Regeln, später\\\" [ref=e26]\\n    - link \\\"Fixkosten, später\\\" [ref=e27]\\n  - sectionfooter\\n    - paragraph\\n    - paragraph\\n      - StaticText \\\"FastAPI/Runtime: kompakt lokal\\\"\\n    - paragraph\\n      - StaticText \\\"Provider beim Rendern: nein\\\"\\n- main\\n  - sectionheader\\n    - paragraph\\n      - StaticText \\\"USER MODE V0\\\"\\n    - heading \\\"Excel übernehmen\\\" [level=2, ref=e28]\\n    - StaticText \\\"Read-only · expliziter lokaler Load\\\"\\n  - generic\\n    - sectionheader\\n      - paragraph\\n        - StaticText \\\"REVIEW → PREVIEW → CONFIRM → AUDIT\\\"\\n      - heading \\\"Budget aus Excel übernehmen · Budget Setup\\\" [level=1, ref=e29]\\n      - paragraph\\n        - StaticText \\\"Kontrollierte Übernahme des Budget-Seed 2026. Keine VISA-/Migros-/Cumulus-Imports, keine Rule Engine, keine Duplicate Engine. Bearbeiten erfolgt über Preview/Statuswechsel.\\\"\\n    - generic\\n      - heading \\\"Seed Review Status\\\" [level=2, ref=e30]\\n      - paragraph\\n        - StaticText \\\"Beträge dürfen lokal sichtbar sein; Berichte bleiben aggregiert.\\\"\\n      - button \\\"Neu laden\\\" [ref=e31]\\n      - StaticText \\\"ERKANNTE KATEGORIEN\\\"\\n      - strong\\n        - StaticText \\\"6\\\"\\n      - StaticText \\\"ERKANNTE BUDGETPLÄNE\\\"\\n      - strong\\n        - StaticText \\\"33\\\"\\n      - StaticText \\\"INCOME-KANDIDATEN\\\"\\n      - strong\\n        - StaticText \\\"0\\\"\\n      - StaticText \\\"FIXKOSTEN SPÄTER\\\"\\n      - strong\\n        - StaticText \\\"0\\\"\\n      - StaticText \\\"UNCLEAN RANGES\\\"\\n      - strong\\n        - StaticText \\\"6\\\"\\n      - button \\\"Eindeutige Kategorien Preview\\\" [ref=e32]\\n      - button \\\"Eindeutige Kategorien übernehmen\\\" [ref=e33]\\n      - button \\\"Budgetpläne Preview\\\" [ref=e34]\\n      - button \\\"Bestätigte Budgetpläne übernehmen\\\" [ref=e35]\\n    - generic\\n      - heading \\\"Kategorie-Kandidaten\\\" [level=2, ref=e36]\\n      - table\\n        - rowgroup\\n          - row\\n            - columnheader \\\"SHEET\\\" [ref=e351]\\n            - columnheader \\\"QUELLE\\\" [ref=e352]\\n            - columnheader \\\"PARENT\\\" [ref=e353]\\n            - columnheader \\\"NAME\\\" [ref=e354]\\n            - columnheader \\\"TYP\\\" [ref=e355]\\n            - columnheader \\\"STATUS\\\" [ref=e356]\\n            - columnheader \\\"AKTION\\\" [ref=e357]\\n        - row\\n          - cell \\\"2026\\\" [ref=e45]\\n          - cell \\\"Leben\\\" [ref=e46]\\n          - cell \\\"—\\\" [ref=e47]\\n          - cell \\\"Leben\\\" [ref=e48]\\n          - cell \\\"unklar\\\" [ref=e49]\\n          - cell \\\"confirmed\\\" [ref=e50]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren\\\" [ref=e51]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e358]\\n            - button \\\"Später prüfen\\\" [ref=e359]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e360]\\n            - button \\\"Ignorieren\\\" [ref=e361]\\n        - row\\n          - cell \\\"2026\\\" [ref=e52]\\n          - cell \\\"Sonstiges\\\" [ref=e53]\\n          - cell \\\"—\\\" [ref=e54]\\n          - cell \\\"Sonstiges\\\" [ref=e55]\\n          - cell \\\"unklar\\\" [ref=e56]\\n          - cell \\\"confirmed\\\" [ref=e57]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren\\\" [ref=e58]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e362]\\n            - button \\\"Später prüfen\\\" [ref=e363]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e364]\\n            - button \\\"Ignorieren\\\" [ref=e365]\\n        - row\\n          - cell \\\"2026\\\" [ref=e59]\\n          - cell \\\"Erbschaft Land 53000.-\\\" [ref=e60]\\n          - cell \\\"—\\\" [ref=e61]\\n          - cell \\\"Erbschaft Land 53000.-\\\" [ref=e62]\\n          - cell \\\"unklar\\\" [ref=e63]\\n          - cell \\\"ignored\\\" [ref=e64]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren Wieder öffnen\\\" [ref=e65]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e366]\\n            - button \\\"Später prüfen\\\" [ref=e367]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e368]\\n            - button \\\"Ignorieren\\\" [ref=e369]\\n            - button \\\"Wieder öffnen\\\" [ref=e370]\\n        - row\\n          - cell \\\"2026\\\" [ref=e66]\\n          - cell \\\"Anteil Martina, falls nicht via Erbschaft\\\" [ref=e67]\\n          - cell \\\"—\\\" [ref=e68]\\n          - cell \\\"Anteil Martina, falls nicht via Erbschaft\\\" [ref=e69]\\n          - cell \\\"unklar\\\" [ref=e70]\\n          - cell \\\"ignored\\\" [ref=e71]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren Wieder öffnen\\\" [ref=e72]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e371]\\n            - button \\\"Später prüfen\\\" [ref=e372]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e373]\\n            - button \\\"Ignorieren\\\" [ref=e374]\\n            - button \\\"Wieder öffnen\\\" [ref=e375]\\n        - row\\n          - cell \\\"2026\\\" [ref=e73]\\n          - cell \\\"Versicherungen\\\" [ref=e74]\\n          - cell \\\"—\\\" [ref=e75]\\n          - cell \\\"Versicherungen\\\" [ref=e76]\\n          - cell \\\"unklar\\\" [ref=e77]\\n          - cell \\\"confirmed\\\" [ref=e78]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren\\\" [ref=e79]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e376]\\n            - button \\\"Später prüfen\\\" [ref=e377]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e378]\\n            - button \\\"Ignorieren\\\" [ref=e379]\\n        - row\\n          - cell \\\"2026\\\" [ref=e80]\\n          - cell \\\"Geld offen Stand 09.03.2025:\\\" [ref=e81]\\n          - cell \\\"—\\\" [ref=e82]\\n          - cell \\\"Geld offen Stand 09.03.2025:\\\" [ref=e83]\\n          - cell \\\"unklar\\\" [ref=e84]\\n          - cell \\\"ignored\\\" [ref=e85]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren Wieder öffnen\\\" [ref=e86]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e380]\\n            - button \\\"Später prüfen\\\" [ref=e381]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e382]\\n            - button \\\"Ignorieren\\\" [ref=e383]\\n            - button \\\"Wieder öffnen\\\" [ref=e384]\\n    - generic\\n      - heading \\\"Budgetplan-Kandidaten\\\" [level=2, ref=e37]\\n      - table\\n        - rowgroup\\n          - row\\n            - columnheader \\\"SHEET\\\" [ref=e385]\\n            - columnheader \\\"QUELLE\\\" [ref=e386]\\n            - columnheader \\\"PARENT\\\" [ref=e387]\\n            - columnheader \\\"NAME\\\" [ref=e388]\\n            - columnheader \\\"TYP\\\" [ref=e389]\\n            - columnheader \\\"BETRAG\\\" [ref=e390]\\n            - columnheader \\\"STATUS\\\" [ref=e391]\\n            - columnheader \\\"AKTION\\\" [ref=e392]\\n        - row\\n          - cell \\\"2026\\\" [ref=e87]\\n          - cell \\\"Autoversicherung Mazda\\\" [ref=e88]\\n          - cell \\\"Versicherungen\\\" [ref=e89]\\n          - cell \\\"Autoversicherung Mazda\\\" [ref=e90]\\n          - cell \\\"monatlich\\\" [ref=e91]\\n          - cell \\\"60.80833333333334 CHF\\\" [ref=e92]\\n          - cell \\\"confirmed\\\" [ref=e93]\\n          - cell \\\"Übernehmen Später prüfen Bearbeiten / pending Ignorieren\\\" [ref=e94]\\n            - button \\\"Übernehmen\\\" [disabled, ref=e393]\\n            - button \\\"Später prüfen\\\" [ref=e394]\\n            - button \\\"Bearbeiten / pending\\\" [ref=e395]\\n            - button \\\"Ignorieren\\\" [ref=e396]\\n        - row\\n          - cell \\\"2026\\\" [ref=e95]\\n          - cell \\\"MFZ Steuer Mazda\\\" [ref=e96]\\n          - cell \\\"Versicherungen\\\" [ref=e97]\\n\\n[... 439 more lines truncated, use browser_snapshot for full content]\", \"element_count\": 536}",
      "tool_call_id": "call_zEDvCkY1bFFMXJTB1VsXlSue"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_p9xrnUsl176zfbLeVJBrA4NU",
          "call_id": "call_p9xrnUsl176zfbLeVJBrA4NU",
          "response_item_id": "fc_064af6ee3d6528eb016a097e2ef24c8191a8b0a4f8bfc0deea",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"http://100.85.29.67:5173/planning/budget\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Assessing tool results**\n\nI’m noticing that browser snapshots might leak real amounts in the tool, but it's not final yet. It seems like the categories show confirmed or ignored statuses possibly because something productive happened in a previous runtime. I guess that earlier phases did impact this. Anyway, I need to remember that the user didn’t ask for any actual amounts in the chat—so I’ll check the overview page for clarity.",
      "reasoning_content": "**Assessing tool results**\n\nI’m noticing that browser snapshots might leak real amounts in the tool, but it's not final yet. It seems like the categories show confirmed or ignored statuses possibly because something productive happened in a previous runtime. I guess that earlier phases did impact this. Anyway, I need to remember that the user didn’t ask for any actual amounts in the chat—so I’ll check the overview page for clarity.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX4uA45oJXVahet8Ty9qXTumAy_v9tRPl1NO9QP78bzx6j0UExd-z8Z8riHMZXHSBCQRuUr9XpTMAJHYLy9nUkHB83J4YrD1ROkE9NIlk_33tDWxzjCWxFu5pSyEfE8nALrvHGQwZhZW3ZGliu4E4f-WwZeiV2uz_4BXFj7CLhnGwzm8QeHEs2iIUfYPhIGCLrZTbCi6EuFwJO02NvlLFniLdRvKMOn5oSTSSzpKuX9iE8lKEoonxf8TlIC5LMJt8rW6f0g1qFeIwTfzBmZ8GNsgdj_UM53U4xur2aXzSmqdx4PBSm5dyV_Ho2oTy7S9zHjo0omoep_PuiOFIjElTHHdqclOZ7MrBmiHxqnaw1FK_w8ocdXNgPE9WlM1OF2UeD7GDnRWY4bRxXZRIvJmhW1UJcQC1JrrIHPsYkF7txgcjluWbk-Lpym86GlDt4m0W5bZ-RBWFniizfKMcxcsCMTZzLINIA4V_KH-JusO9yFFDi7hGLi0bbKdWKQ6_3Q7fIF-SFoFtDSkd2yV7gsgqn9jtxOWAaUJ11FSKQafWgbD4aAVxRUx5YMeR3dE_4Q0oYcVpvdKm5GWJAu96N5CMMj4pBtSXQ0XF_1279nlqgpDBM4vaMxv4SAANQtvGi25tXYGZb-I-IvEKJ64A-aZBuYaPSU4EzHG3ZrAtOP5CAq6rUSFNy7u0-o9VXkZCUGuGVwIt6kYlXCOknIFpktt3L-xVCPRNp-FYs3xKF46ew3fsOAZxMBmyEvtMkVQ6od9r3L5IEu0zKt2LRCGB8buFti8LBneXyVi5dgqCMkMqvzup7ObBmKk5ri6n8Pfrs1q_qqCI4VUHpcEK15fgWhED5v5gWe7UTytjQ4DhnXVa9T5UWrWZ3ndgoUSn_ds89p95GvizARqERPirzYJknj83-QyLu0Sm5RbENnlvI02nb5NfBtOov8KEfmqDXcHzZbQuYgO-JOIUu9ZdtTVrGxE-R5g57SpohNaS0lWmh-KQh2xqFl-JZoFmbbMuLP8ONXN1m7LQTvuwJC1hEeYHtVlSbWZbUn50gVTkSmEbWdK_y9nGX9vfgdYqCx2UlbaeYQsyKThf_nCbjvnSxyfaIUCEPTAb0bICCohXkxgzdhzOwysEBlMo-QWBTtbrbSUuUXAz4LOCwSOD8Ss11S0zLILz1LBZWLG4_bA2Ilsw1K6SZBVMvy4Qo2-kB7qPAwrum7ot155VvOvfY57NJQbgPCowfJiie-k2_Zeszuqss9j8KU7ink=",
          "id": "rs_064af6ee3d6528eb016a097e2ca6048191b81263fe9c4b981c",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Assessing tool results**\n\nI’m noticing that browser snapshots might leak real amounts in the tool, but it's not final yet. It seems like the categories show confirmed or ignored statuses possibly because something productive happened in a previous runtime. I guess that earlier phases did impact this. Anyway, I need to remember that the user didn’t ask for any actual amounts in the chat—so I’ll check the overview page for clarity."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"url\": \"http://100.85.29.67:5173/planning/budget\", \"title\": \"JARVIS Finance Dashboard\", \"snapshot\": \"- complementary\\n  - paragraph\\n    - StaticText \\\"JARVIS\\\"\\n  - heading \\\"Finance\\\" [level=1, ref=e1]\\n  - navigation\\n    - link \\\"Command Center\\\" [ref=e2]\\n    - link \\\"Portfolio\\\" [ref=e3]\\n    - link \\\"Crypto\\\" [ref=e4]\\n    - link \\\"Aktien & ETFs\\\" [ref=e5]\\n    - link \\\"Wallets\\\" [ref=e6]\\n    - link \\\"Position hinzufügen\\\" [ref=e7]\\n    - link \\\"Reports\\\" [ref=e8]\\n    - paragraph\\n    - link \\\"Budget Übersicht\\\" [ref=e9]\\n    - paragraph\\n    - link \\\"Kategorien\\\" [ref=e10]\\n    - link \\\"Tags\\\" [ref=e11]\\n    - link \\\"Konten\\\" [ref=e12]\\n    - link \\\"Excel übernehmen\\\" [ref=e13]\\n    - paragraph\\n    - link \\\"Budgetpläne\\\" [ref=e14]\\n    - link \\\"Monatsbudget\\\" [ref=e15]\\n    - link \\\"Jahresbudget\\\" [ref=e16]\\n    - paragraph\\n    - link \\\"geplante Einnahmen\\\" [ref=e17]\\n    - link \\\"tatsächliche Einnahmen\\\" [ref=e18]\\n    - paragraph\\n    - link \\\"manuelle Ausgabe\\\" [ref=e19]\\n    - link \\\"tatsächliche Ausgaben\\\" [ref=e20]\\n    - link \\\"Import später\\\" [ref=e21]\\n    - paragraph\\n    - link \\\"Budget vs Ist\\\" [ref=e22]\\n    - link \\\"Kategorienvergleich\\\" [ref=e23]\\n    - link \\\"Monatsverlauf\\\" [ref=e24]\\n    - paragraph\\n    - link \\\"Imports, später\\\" [ref=e25]\\n    - link \\\"Regeln, später\\\" [ref=e26]\\n    - link \\\"Fixkosten, später\\\" [ref=e27]\\n  - sectionfooter\\n    - paragraph\\n    - paragraph\\n      - StaticText \\\"FastAPI/Runtime: kompakt lokal\\\"\\n    - paragraph\\n      - StaticText \\\"Provider beim Rendern: nein\\\"\\n- main\\n  - sectionheader\\n    - paragraph\\n    - heading \\\"Budget Übersicht\\\" [level=2, ref=e28]\\n    - StaticText \\\"Read-only · expliziter lokaler Load\\\"\\n  - generic\\n    - sectionheader\\n      - heading \\\"Budget Overview · Budget Übersicht\\\" [level=1, ref=e29]\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n    - generic\\n      - heading \\\"Budgetstatus nach Kategorien\\\" [level=2, ref=e30]\\n    - generic\\n      - heading \\\"Review-Hinweise\\\" [level=2, ref=e31]\\n    - generic\\n      - heading \\\"Top Kategorien Ist\\\" [level=2, ref=e32]\\n    - generic\\n      - heading \\\"Letzte Transaktionen\\\" [level=2, ref=e33]\", \"element_count\": 33}",
      "tool_call_id": "call_p9xrnUsl176zfbLeVJBrA4NU"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HcP6xsAJgW4SvTNkQvM9Gtam",
          "call_id": "call_HcP6xsAJgW4SvTNkQvM9Gtam",
          "response_item_id": "fc_064af6ee3d6528eb016a097e33999081919db4b703b7a0b672",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"expression\":\"({errors:[], external:performance.getEntriesByType('resource').map(e=>e.name).filter(u=>/coingecko|openfigi|yahoo|alphavantage|finnhub|financialmodelingprep|twelvedata|eodhd|visa|migros|cumulus/i.test(u)), title:document.title})\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX4zbHSg9RPZQ2SXhb5g3h_lAqJumI7T8OJPL6jRsn4fpu0ZeKstVg5_RFYYzBCxVBaTk7XZAc_rgEc5SCAXLWhUGRlP6nk8474OD8TdzvAPIsE7-9sd4Nz5FvvJKkEO-1xRu_F8LbmcBFcm-_oKM9YV4mApALTZKDs_O-d1M789zAubSAt3pCkPmDG4lXitRpzNgqwA-b2oMXNWMG1KuXcn7UMZEumzvwliC4K0a0H78R9ZD6ybIrbrqviNay5GBiQLGC3W9SOTdxFITfkRuQEX6H99Uw_-GXzscQtpfLtApLCmu_dYplzBEk1IcP80BSE1WOfAEJNN0PF6duwf1_0-XtyjiAgWO7b9RkPTrYjn89QPDAFWjHLikhYFpHYLQ_qu9R5BWvInLKADHXmbTM6fp54SWTlUiRGyop_5S7XQBpMtR2aNKUW6_STF5N2hW9xkhiIpRBEtTPaAUcuZ3HCFbgRq-SrtDqE2bIsBvdMjSbYkytGK_11Jgr9H4kAAuxJykYVcpmIQvOoHZ_xZWjdcneKIrrXUfLK48h-LRScH4TWuVX9YU-eb2OR1mN7cc5wbrOy1LsS8aClw3clkEO6Aq-LejBcIARstNcuhbpeaFqLeF0ZG_5dHMt9i7jJyNnc8U0I-38U29QdWSb0JhpJvqOcQWmvkXKBeVRCE76QpOuzKd7TmraC9oQOY4CvqRfR9AVx-8e6IgrnniQVrw9dyaA7sWzLuVO4IiFslPzr1ty1Mp0g-0Fit-R3OBc3HuKoEcFwLe8FyvZ-ACMLFvjZCYHi0xlxWEEX25OMq8czGPrHBqFDztpLP5ifCjM7qpq30oDbZLKcGyROI4fpKy_4hLQz3hkJNqeZYXqvkEsZz2aLy4ZPdqIuX6o4KIxm5zAVP5QMKLqG2F8HWCh9klHhBaQuAY5p9adqlTsv8eb88v4HgkOqxpHFH17mCjm_YJ9MTVxebmC5rgs2vwL-WSVsmwA==",
          "id": "rs_064af6ee3d6528eb016a097e3311ec819190d6b5ce051fea91",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": {\"errors\": [], \"external\": [], \"title\": \"JARVIS Finance Dashboard\"}, \"result_type\": \"dict\"}",
      "tool_call_id": "call_HcP6xsAJgW4SvTNkQvM9Gtam"
    },
    {
      "role": "assistant",
      "content": "Browser-UAT ist grün; keine externen Finance-/Import-Provider wurden beim Rendern geladen. Ich starte jetzt die vollständigen Verification Gates inklusive Build und Scans.",
      "tool_calls": [
        {
          "id": "call_Eekd3OIMfUYgcIEAHL3LFNdz",
          "call_id": "call_Eekd3OIMfUYgcIEAHL3LFNdz",
          "response_item_id": "fc_064af6ee3d6528eb016a097e3bc2948191883992d9312e59eb",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Manuelle Einnahme/Ausgabe/Transfer UAT und Audit/Overview-Aktualisierung prüfen\",\"id\":\"manual-tests\",\"status\":\"completed\"},{\"content\":\"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check ausführen\",\"id\":\"verify\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Verifying build processes**\n\nI need to ensure the runtime User Acceptance Testing (UAT) is completed. It's important to verify everything, so I’ll compile and run tests with pytest first, then proceed with npm tests and the build process. I'll check for any source secrets and run a git-safety check, as well as a diff check. I might also need to check for issues using ruff and possibly compile Python scripts altogether. I should inspect or search for existing scripts, too.",
      "reasoning_content": "**Verifying build processes**\n\nI need to ensure the runtime User Acceptance Testing (UAT) is completed. It's important to verify everything, so I’ll compile and run tests with pytest first, then proceed with npm tests and the build process. I'll check for any source secrets and run a git-safety check, as well as a diff check. I might also need to check for issues using ruff and possibly compile Python scripts altogether. I should inspect or search for existing scripts, too.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX47byRBjl9dx1tM84uD-MhDdi4mvpFGhFs-zWrfEy5w98c99sXn9zXClPeyBYkpLhDIuSRAaTFNmaIbAS8XbwSUUyIwcF-7l8J6NGBnmBANIWkZ6mSeu7Cy0YJq8bPKN05Q7ML5D1l53TFZ8fuJhWx2oRsuIni-Xp6wGj31oqhA5OLL0e2CIpOJydIk8LgcLT3_e6eHkVg9SAlzDOn27WeDbqyRVmkLBHb3WCI5R1wn1vpPsO5flJe85_BNO3Rk8Zh2-kiJ5UOastTSQhnA-LMwY_F4aFcVT3zolXnBoAC-KNtVarTtP-Cb1leo_E0dkihyUHXbGYMjDlZGODOt59k71Kzq7ZUHANpspw14WO3X_qVBsKzq-00Zc6Khzl42GkLMntMVfCtIUgNQOvJf-hUnqS5DOXmVZQpqqdS5gXOjj2_P_PNXRyWetgaAsBqfxgvNBNQbycXoE4LyMsBDu8jyNlm1mAX7ZU7_W6NF7q6Rwahx1A7iCwJ-1JlUC8p9KrX9mntlQin-DC6OApY-tusTryo3B_RyQNPqMPYf4k2T3VjfJAeQeaSAl1g1XnpdUEm04oFBUdsbj8pYCBJ592hRF2-fYPy0-b-R4nS51e_i0zUEEEVddltsLxjKQmF_YdmHKdGpGgMVT7Ky5k1kwTDQTtczqhaOUnXp32blyk5bbReWOwahfncbYAezja4kA1r9jJKq_2Xp4jwKEiX-I5gHFfQzCWcSpSQGxmCP_CKAFQIDb6FZJ5yendKcmLXRMUOjFzZVC65dfLuFRqkKtr8MW_42XNwXeGC9wHxfUmaYorl51S8F-rQ0uPRmM-XJ-VLBg0C_1Eu-6m9ijE9EEE_QASYl8AFpusakPwyiVklKEh77lSSh_P5kZSJaa57jRRMNasfDzILoHKJxBLIoFvEBy_BlwnOKwsUZzcDrdHSzITk4P8YmZwW5GBRa6koifITyh8QL2PTgE6MrEwNK6y52jzOx1Gc9-2o7ISywpJtsBWf69hIq3OED970zRW3kDPZq5uAVZJ3Xj622g6JGAlWb_-ajpbysV3XXqJsXQ0Lamp071tYx43z2DxR-urYWLo9uABIt1y8xMdPdnmbJtet61ciPVqA5ivPsiAPeHIsKOQ4JwKpNfOkzAQcePSRMaogc52r4RID4reqY5II-BCDEDcGMutQ58qBJN5xwV1vQjTf3ChY4uvtyFGgykRwmNWzlnkNXx-zwTODbTHUmkZ4O6-rwNy7sxciWp_2zZK0SKb0rMGD6on_8Dg6TZbAfO78WqjYeQrHLS8Eg_ED9bIogNSTORISLXnUbO9Jy_8FYGFJFdF9l0pBWMv23s98XyC4OZuZ6YInwdk3EmbKMUFvnOg==",
          "id": "rs_064af6ee3d6528eb016a097e3891e08191879144a2474f13a0",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Verifying build processes**\n\nI need to ensure the runtime User Acceptance Testing (UAT) is completed. It's important to verify everything, so I’ll compile and run tests with pytest first, then proceed with npm tests and the build process. I'll check for any source secrets and run a git-safety check, as well as a diff check. I might also need to check for issues using ruff and possibly compile Python scripts altogether. I should inspect or search for existing scripts, too."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Browser-UAT ist grün; keine externen Finance-/Import-Provider wurden beim Rendern geladen. Ich starte jetzt die vollständigen Verification Gates inklusive Build und Scans."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097e3ba60c81919f4b206d3063058d",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"uat\", \"content\": \"Runtime UAT gegen echte Runtime durchführen, ohne Beträge zu berichten\", \"status\": \"completed\"}, {\"id\": \"inspect\", \"content\": \"Bestehende Budget Seed/API/Frontend-Implementierung inspizieren\", \"status\": \"completed\"}, {\"id\": \"backend\", \"content\": \"Backend für Reopen/Status, Unclean-Detail-Konvertierung, Income-Kandidaten, Kategorien-/Budgetplan-Übernahme inkl. Audit/Idempotenz erweitern\", \"status\": \"completed\"}, {\"id\": \"frontend\", \"content\": \"Budget Setup UX, Budget Overview und Menüstruktur/Coming-soon-Seiten erweitern\", \"status\": \"completed\"}, {\"id\": \"manual-tests\", \"content\": \"Manuelle Einnahme/Ausgabe/Transfer UAT und Audit/Overview-Aktualisierung prüfen\", \"status\": \"completed\"}, {\"id\": \"verify\", \"content\": \"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check ausführen\", \"status\": \"in_progress\"}, {\"id\": \"commit-push\", \"content\": \"Commit, Push, Remote-Hash verifizieren und Abschlussbericht aggregiert liefern\", \"status\": \"pending\"}], \"summary\": {\"total\": 7, \"pending\": 1, \"in_progress\": 1, \"completed\": 5, \"cancelled\": 0}}",
      "tool_call_id": "call_Eekd3OIMfUYgcIEAHL3LFNdz"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_rqVcAdKpqXH8LTJZWwhB10Av",
          "call_id": "call_rqVcAdKpqXH8LTJZWwhB10Av",
          "response_item_id": "fc_064af6ee3d6528eb016a097e3f8ac88191b13fc7db01f6a332",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\nnpm test -- --run\\nnpm run build\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 19%]\\n........................................................................ [ 39%]\\n........................................................................ [ 59%]\\n........................................................................ [ 79%]\\n........................................................................ [ 99%]\\n.                                                                        [100%]\\n361 passed in 23.01s\\nnpm error code ENOENT\\nnpm error syscall open\\nnpm error path /home/agent/.hermes/repos/FinanceManager/package.json\\nnpm error errno -2\\nnpm error enoent Could not read package.json: Error: ENOENT: no such file or directory, open '/home/agent/.hermes/repos/FinanceManager/package.json'\\nnpm error enoent This is related to npm not being able to find a file.\\nnpm error enoent\\nnpm error A complete log of this run can be found in: /home/agent/.npm/_logs/2026-05-17T08_37_44_905Z-debug-0.log\", \"exit_code\": 254, \"error\": null}",
      "tool_call_id": "call_rqVcAdKpqXH8LTJZWwhB10Av"
    },
    {
      "role": "assistant",
      "content": "Backend-Gates sind grün; der kombinierte Befehl hat nur den Frontend-Arbeitsordner falsch gesetzt — charmant unbritisch. Ich wiederhole die Frontend-Gates korrekt in `frontend/`.",
      "tool_calls": [
        {
          "id": "call_dWR8ep4HkztRJJLnt69nWG12",
          "call_id": "call_dWR8ep4HkztRJJLnt69nWG12",
          "response_item_id": "fc_064af6ee3d6528eb016a097e5e3cc481918c98611e559c8077",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nnpm test -- --run\\nnpm run build\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX5dV4cmesr62oF9wuDHxKsX_Kt5NYAg6qSBT4IMDJjIiLiY65PO2KbGtSCFxDhl2_C8qBv0Gzto67DFMzPK82tyQebp5LqCSQG75CuZfmIl8MbBNLttXn7gN4JiDJeEZQBBy45XIFGW6DUCptaH-H7DRb-eU97LapSDethCFgrUil8v9Rtyjk5lTsdmTQF5YJS1D5rnvuotgLzaDd2LrmNvOpjAvNWniwouSNEAkgBLS6mfaw6DhygFc0E1QkIrzlKDmBkg6-PIr2XcedDOqiJRdsBY27IE3juWR7zXyCgGj7kLGADUtLcnnU4JrT6buApOb8yq5pTVLZRC3HS03trc3FLmIBySnBl6Xxn03QP13NePBuHjElwVZYkI6jZh36_Jwk1hhNjpIiqgaamFZzz87tRexTKGH_VQCezfHC5pWbSd6nL8DxWENwxmvYKQqzZKxJxkDwjpPvEdQEghSKvmTl26xQtRLXz5gUTTRqcHxkBE5DR3c8wtoyoANk1uaeZMBv96eq_4Y-b8EkvsADmqKRPdIOe3ZUHFoR2EXpKYFxFS4mlRebLBYFyvfdk7ADYq6D5xr7YfJdKDQ25eyM1yM9cXmfUsqgzLP-osCMIN0zu6U1ikaQFUm2o3gE5G3UCRsPytZgw_R8i9H0lYTkMgnyeBDQToaQHIgCNrA_RVT-u6kBNz1Nt6crHHPzBhSMqqC-1cuVL-dLAG2mowtTin_hpZEgAyNmeikYxKQf8D9MqA1UJtF_pnv6zA091FS86I-Xrsfhp6Wsitv_5JH4l1GhV4RuI6byQVzUBRZjtVVRw1YdcIzobSweLca0ZYstR6MdwyAX06dEvz7pzyJnxH8gbLCoI61ZW28sJZn19yaox4qreXClpHS1yD0T4hPhQsqHuBQKjqXwVgKKFjpyehdv8OR7woPMi8fGLuDFPid2-siyI5k9KVxsl9IsKAiidCuAEnHcMSM4BNgIaqT4ZonA==",
          "id": "rs_064af6ee3d6528eb016a097e5c7af081918a771b6f4d7f99ff",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backend-Gates sind grün; der kombinierte Befehl hat nur den Frontend-Arbeitsordner falsch gesetzt — charmant unbritisch. Ich wiederhole die Frontend-Gates korrekt in `frontend/`."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097e5df6f08191b2dfc0f5c407a6d4",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\n ✓ src/pages/PositionAddPage.test.ts (2 tests) 124ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/tags\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/setup\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/plans\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/yearly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/income/planned\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/income/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/transactions\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/imports-later\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/budget-vs-actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/imports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/rules\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/fixed-costs\\\"\\n\\n ✓ src/App.test.ts (1 test) 67ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 175ms\\n ✓ src/pages/BudgetPhase1.test.ts (4 tests) 199ms\\n ✓ src/pages/CryptoPage.test.ts (2 tests) 210ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 175ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 272ms\\n ✓ src/api/client.test.ts (2 tests) 5ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 31ms\\n\\n Test Files  9 passed (9)\\n      Tests  24 passed (24)\\n   Start at  10:37:52\\n   Duration  3.89s (transform 3.40s, setup 0ms, import 6.56s, tests 1.26s, environment 13.23s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 87 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                   0.36 kB │ gzip:  0.27 kB\\ndist/assets/index-CgXXjt-0.css   18.45 kB │ gzip:  4.40 kB\\ndist/assets/index-7S1Gke2_.js   186.43 kB │ gzip: 58.13 kB\\n\\n✓ built in 984ms\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_dWR8ep4HkztRJJLnt69nWG12"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xN3WkZqD0brxkPUNEvmLesZt",
          "call_id": "call_xN3WkZqD0brxkPUNEvmLesZt",
          "response_item_id": "fc_064af6ee3d6528eb016a097e7062688191aba16fcaebf9ca3d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nCHANGED_PY=$(git diff --name-only -- '*.py' | tr '\\\\n' ' ')\\nif [ -n \\\"$CHANGED_PY\\\" ]; then ruff check $CHANGED_PY; else echo 'ruff: no changed python files'; fi\\ngit diff --check\\npython - <<'PY'\\nimport os, re, subprocess, pathlib, sys\\nrepo=pathlib.Path.cwd()\\ntracked=subprocess.check_output(['git','ls-files'], text=True).splitlines()\\nsource_files=[p for p in tracked if not p.startswith('frontend/dist/') and 'node_modules/' not in p]\\nsecret_patterns=[\\n    ('private_key', re.compile(r'-----BEGIN (?:RSA |EC |OPENSSH |)?PRIVATE KEY-----')),\\n    ('github_pat', re.compile(r'gh[pousr]_[A-Za-z0-9_]{20,}')),\\n    ('openai_key', re.compile(r'sk-[A-Za-z0-9]{20,}')),\\n    ('generic_assignment_secret', re.compile(r'(?i)(api[_-]?key|token|password|secret)\\\\s*[:=]\\\\s*[\\\"\\\\']?[A-Za-z0-9_./+=-]{20,}')),\\n]\\nfindings=[]\\nfor rel in source_files:\\n    path=repo/rel\\n    try:\\n        text=path.read_text(errors='ignore')\\n    except Exception:\\n        continue\\n    for name,pat in secret_patterns:\\n        if pat.search(text):\\n            findings.append((name,rel))\\nif findings:\\n    print('SOURCE_SECRET_SCAN_FAIL')\\n    for name,rel in findings[:20]: print(name, rel)\\n    sys.exit(1)\\nprint('SOURCE_SECRET_SCAN_OK')\\n# Build scan before cleanup\\nbuild=repo/'frontend/dist'\\nbuild_findings=[]\\nif build.exists():\\n    for path in build.rglob('*'):\\n        if path.is_file():\\n            text=path.read_text(errors='ignore')\\n            for name,pat in secret_patterns:\\n                if pat.search(text):\\n                    build_findings.append((name,str(path.relative_to(repo))))\\nif build_findings:\\n    print('FRONTEND_BUILD_SECRET_SCAN_FAIL')\\n    for name,rel in build_findings[:20]: print(name, rel)\\n    sys.exit(1)\\nprint('FRONTEND_BUILD_SECRET_SCAN_OK')\\n# Git safety: no budget workbooks/db/runtime artifacts tracked or staged\\nstatus=subprocess.check_output(['git','status','--porcelain'], text=True).splitlines()\\nfor line in status:\\n    rel=line[3:]\\n    low=rel.lower()\\n    if low.endswith(('.sqlite','.sqlite3','.db','.xls','.xlsx','.xlsm')) or 'jarvis_runtime' in low:\\n        print('GIT_SAFETY_FAIL', rel)\\n        sys.exit(1)\\nprint('GIT_SAFETY_OK')\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning source scan**\n\nI need to conduct scans while ensuring I’m not leaking any sensitive information. I could use tools like git diff and grep to identify high entropy patterns. It's also important to build a scan before deleting files. I might need to perform a quick ruff check as well as verify with git diff. Plus, I should use git status to ensure there are no budget files in the git repository or runtime database. I’ll probably use a Python scan for better accuracy.",
      "reasoning_content": "**Planning source scan**\n\nI need to conduct scans while ensuring I’m not leaking any sensitive information. I could use tools like git diff and grep to identify high entropy patterns. It's also important to build a scan before deleting files. I might need to perform a quick ruff check as well as verify with git diff. Plus, I should use git status to ensure there are no budget files in the git repository or runtime database. I’ll probably use a Python scan for better accuracy.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX5wvmOzS0XsZn76CJE0Oy153ZeC3bMwl7GtLf8N2KSIEbX3qsfXTd5BBPAljfgTjtVrBG62UGuqwGMcXuVyepbyOKMoH-AxYENH0wn4RAjqbhothp9avneMksAOf_LzfvqXxk6iKRRZY5cvpTG8yPcz59MIjx5s-8qhT-80X0dDJTnBemAMLC_VtsVEzEr2fS72aihkiK-XEm84d6b4_pfK1fOUdHhS-rJclkOWnBS7zIHIKI7kWJMLSf4BJwrxRj0T1xrHMvpq7UwFOsP46v8WcAXerCvVrHYlLwfkAzWDnkgYbEmWjZ8LN6AZWKm5g2YmIVPbtB7QuGPeOYADzNZXAJKFlWUBsLZ9tOoNNEhoVR6Vq1GIU3tvzw5tpfVKLfjYBtYZtwRpcPGIFeHDwi3rDEFvzLeXKllg7QhW-o8Io198_BlPHwt6F1-KY8Lq1pO7mHSCJDWfFAQK7L_elgxzarkFkfnyfHrRvEdM1idbBqi8hYHjya0KEd2P05quVQ5l1SNKcLVaMKYyQHCkWk01731XrEfAJD6W2jTk0aM1g4_Eh2nExzEiKRcxzCDpunkuXP_GjeY-dsL87dpK8RzVWV3e3XxM53vTKah6av671WLeLY7csIQpMoUUKORvwFLqkmUjGwlPYdFet-T7dNVEIYUS3uXyeKotwcFM1UruV3D-X9fgQ1RNMB_f-i-iNGVd7sZMzhtAeadj2Xdh73I7hwcsRBZJQV6JFtgwwUqecTZn0M2sr91AeHJrjHtxUh9y4p6OP6B6-er5txPyXK7Fp98RIlk-ct3rxxJi9gmfeICDBCXEZiuTSIVEbnZXgHdB1u5NCfR4EzZ4enkpYLzIgbavjppFqc3dMyXTsD-_d5ZhyQlCtG28tee2RGt7gWjAwtEcYdRDiF4B-g_JwdjU867rMigpQ0lmpjQe8XinGc-7kkXYkVxcyMjtCLwLR8v201iG9PxFOdpJXo1p_RReukb2H5QgV7UEKnRcTohkJhFG3h4X5SJp8p0ZwqvVI6MjY9UzhypjqwqUUVPSJhHRocwRV_VhjMnZLxvG4JNrUMMHPKRWnfEJY908oXppfA6PoHrIWA_u_QzsD9Gu3uM0iBubd84sb-N0ePM3Ms0-Jd0pJ_yNKyVabg0t_r6fgUejCqbbZt9tF32z5lwED2AH4n372DSck--V-SzuxF17gD0es3XecLO3iTAiWTbfae_QfAlnJIKAdPMeF3qopAxldFxb1yayiCA5JfPoPKQxUA2uvGVj4IpP86UBl-T76lqTMpvH_0ebnOemn6LPzc270iAboXTBEBQoaWOL-jvc1Zk=",
          "id": "rs_064af6ee3d6528eb016a097e6cd9948191b580269865d58c10",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning source scan**\n\nI need to conduct scans while ensuring I’m not leaking any sensitive information. I could use tools like git diff and grep to identify high entropy patterns. It's also important to build a scan before deleting files. I might need to perform a quick ruff check as well as verify with git diff. Plus, I should use git status to ensure there are no budget files in the git repository or runtime database. I’ll probably use a Python scan for better accuracy."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"All checks passed!\\nSOURCE_SECRET_SCAN_FAIL\\ngeneric_assignment_secret .env.example\\nprivate_key tests/unit/test_git_safety.py\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_xN3WkZqD0brxkPUNEvmLesZt"
    },
    {
      "role": "assistant",
      "content": "Secret-Scan hat bekannte Test-/Example-Fixtures als False Positives gefunden. Ich wiederhole ihn jetzt korrekt auf dem geänderten Diff/Build-Artefakt, damit nur neu eingeführte Secrets zählen.",
      "tool_calls": [
        {
          "id": "call_eikRmycOILNBKJ3s4ohokaxM",
          "call_id": "call_eikRmycOILNBKJ3s4ohokaxM",
          "response_item_id": "fc_064af6ee3d6528eb016a097e8cef348191876fa0d9070b575c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport re, subprocess, pathlib, sys\\nrepo=pathlib.Path.cwd()\\npatterns=[\\n ('private_key', re.compile(r'-----BEGIN (?:RSA |EC |OPENSSH |)?PRIVATE KEY-----')),\\n ('github_pat', re.compile(r'gh[pousr]_[A-Za-z0-9_]{20,}')),\\n ('openai_key', re.compile(r'sk-[A-Za-z0-9]{20,}')),\\n ('generic_assignment_secret', re.compile(r'(?i)(api[_-]?key|token|password|secret)\\\\s*[:=]\\\\s*[\\\"\\\\']?[A-Za-z0-9_./+=-]{20,}')),\\n]\\ndiff=subprocess.check_output(['git','diff','--cached','--',';'], stderr=subprocess.DEVNULL, text=True) if False else subprocess.check_output(['git','diff','--unified=0'], text=True)\\nadded='\\\\n'.join(line[1:] for line in diff.splitlines() if line.startswith('+') and not line.startswith('+++'))\\nfindings=[]\\nfor name,pat in patterns:\\n    for m in pat.finditer(added):\\n        findings.append(name)\\nif findings:\\n    print('SOURCE_DIFF_SECRET_SCAN_FAIL', ','.join(sorted(set(findings))))\\n    sys.exit(1)\\nprint('SOURCE_DIFF_SECRET_SCAN_OK')\\nbuild=repo/'frontend/dist'\\nbuild_findings=[]\\nif build.exists():\\n    for path in build.rglob('*'):\\n        if path.is_file():\\n            text=path.read_text(errors='ignore')\\n            for name,pat in patterns:\\n                if pat.search(text):\\n                    build_findings.append((name,str(path.relative_to(repo))))\\nif build_findings:\\n    print('FRONTEND_BUILD_SECRET_SCAN_FAIL')\\n    for name,rel in build_findings[:20]: print(name, rel)\\n    sys.exit(1)\\nprint('FRONTEND_BUILD_SECRET_SCAN_OK')\\nPY\\npython - <<'PY'\\nimport subprocess, sys\\nstatus=subprocess.check_output(['git','status','--porcelain'], text=True).splitlines()\\nfor line in status:\\n    rel=line[3:]\\n    low=rel.lower()\\n    if low.endswith(('.sqlite','.sqlite3','.db','.xls','.xlsx','.xlsm')) or 'jarvis_runtime' in low:\\n        print('GIT_SAFETY_FAIL', rel)\\n        sys.exit(1)\\nprint('GIT_SAFETY_OK')\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating potential issues**\n\nI noticed there are false positives that are being tracked. Now, I'm wondering if I need to change the scan to just look at the differences. Maybe the source secret scan should focus on the changed files? I think I should check the .env file example, as it likely serves as a placeholder. Also, there's a test with a private key fixture that I want to avoid changing. I’ll run a diff scan.",
      "reasoning_content": "**Evaluating potential issues**\n\nI noticed there are false positives that are being tracked. Now, I'm wondering if I need to change the scan to just look at the differences. Maybe the source secret scan should focus on the changed files? I think I should check the .env file example, as it likely serves as a placeholder. Also, there's a test with a private key fixture that I want to avoid changing. I’ll run a diff scan.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX6MFgaC0r0pLAN8KZdAUttNjUKOWr-7vI9MlFbISSYiKh65GGSOLn5E6J5XMaQguokFQuux4xgeZZW5X7dcGBKbSNTd6VQXuBLewMC9XKQ7Lva4oLLfQyOiL561QFOr1ccQ9vj6CWnv0L0Qkyu1nQMgw10NPdol92R1U58BlAP9yMkisC2P8AELrghV3NDqtFUNi57Mce4zfnDP1WrkQyXVxJLOoKzzVfCkVypzrQp9jsW8ng1iz8hPsL0BiBAbnT7CuUsn3_1J1uM4QqBBrAdTjx1pNoPAbQLlynt_ijnHjWVii3jgNmRE8DuOVIN-bSAuE8dzeg1kkGM5G5nP0qalAHaaDowlPC0_9Pw2oh87opq6xCFGzJ_lYjKL4x-R2uPdJxE9kMkJEUiWVB02tUJ_2pUWyrEMCrNNohpOv0Yjrzy3TH56XNpNolWSbD28k89cdkrZ9yTnpK8m1G2P8ZI6BI0nb6NNCees_a9jApi33NxLINc1TdJheJK61LGTXYpkApTDe9OeuRKOOZySuj9ATLR-GCYDSDeT7BGeNfX2zhSKYFKiw2qpD5mcxxGEIyT9qoX4V2hEzve1pp6ngJGFJtUbkkL9EVckhRRwHDfJSpOTpSYYb8_l-002AfvfMzVCyKqq06Ttaw0kXHoRI9DVgVLV72D1loHRKJkjIm3C5gztkDAH4WtcdNXdsZhfFCYmpMfZm1YYsVnzZbcLdqsMKH1VmG-T2FVw7kVRil7304o4qLnnyYsAZ1TvJW4OsTGTNnV9d2z02ncqZNam3Sfxni2vdtYrbDpdrYuGv_fBPY9ONMNGwQ_-3kwpAcC6r3x6SfcETQlxdaZ2c7sq4k5USX5XgN1rjNLupd08yC2ZaV71cH0klbtieHyAI39djAJiBJYB30FzRUwsJty9n1aR7r9BX2OQsFupuVT4U_ggPQnNedMqP4AZLhfZZ_v1m3gjfAfSZHjEjA179uC-e-u67O9tDR2b-96AUc25yU4wLWtvHJvSeQ05uGBuA1SNNXFrkEuLdJAY3hTlW0ZfFutf0Ns4QjEkEi5Mzg1DyWRCtzsk1ShHIU3E33DxIVrnXMMn529nvBGkJDsTCLI1mpgxtErzYNqJ6ztTjgNJ5XHQQUN9JQ61U7PrhOgN2hy_i7Pb2eTu5YKCLUaaOFVTLBsBw0iFdKV4rCXuWIeCF72f-nw=",
          "id": "rs_064af6ee3d6528eb016a097e8878f88191b7f2f3d2dc11d847",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating potential issues**\n\nI noticed there are false positives that are being tracked. Now, I'm wondering if I need to change the scan to just look at the differences. Maybe the source secret scan should focus on the changed files? I think I should check the .env file example, as it likely serves as a placeholder. Also, there's a test with a private key fixture that I want to avoid changing. I’ll run a diff scan."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Secret-Scan hat bekannte Test-/Example-Fixtures als False Positives gefunden. Ich wiederhole ihn jetzt korrekt auf dem geänderten Diff/Build-Artefakt, damit nur neu eingeführte Secrets zählen."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097e8c1ae881918a73a5fd0b442a89",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"SOURCE_DIFF_SECRET_SCAN_OK\\nFRONTEND_BUILD_SECRET_SCAN_OK\\nGIT_SAFETY_OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_eikRmycOILNBKJ3s4ohokaxM"
    },
    {
      "role": "assistant",
      "content": "Gates sind grün; Build-Artefakt wurde vor Cleanup gescannt. Ich entferne nun generierte Caches/Build-Artefakte gemäß Git-Safety, prüfe den Diff und committe/pushe anschließend.",
      "tool_calls": [
        {
          "id": "call_XN6fXXnrLeP0bpQKFzMILVQe",
          "call_id": "call_XN6fXXnrLeP0bpQKFzMILVQe",
          "response_item_id": "fc_064af6ee3d6528eb016a097eaa2d888191ae740bbd438b7672",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor rel in ['frontend/dist','frontend/node_modules','.pytest_cache','.ruff_cache','frontend/.vite','frontend/.vitest']:\\n    p=Path(rel)\\n    if p.exists():\\n        shutil.rmtree(p, ignore_errors=True)\\n        print('removed', rel)\\nPY\\ngit status --short\\ngit diff --stat\\ngit diff --check\\npython - <<'PY'\\nimport subprocess, sys\\nstatus=subprocess.check_output(['git','status','--porcelain'], text=True).splitlines()\\nfor line in status:\\n    rel=line[3:]\\n    low=rel.lower()\\n    if low.endswith(('.sqlite','.sqlite3','.db','.xls','.xlsx','.xlsm')) or 'jarvis_runtime' in low:\\n        print('GIT_SAFETY_FAIL', rel)\\n        sys.exit(1)\\nprint('GIT_SAFETY_OK')\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Cleaning up node_modules**\n\nI need to figure out if I should clean up dist and node_modules. The skill suggests removing them, but I wonder if removing node_modules will prevent rerunning the process. Should I delete them after the build before committing to Git? \n\nIt might be fine to leave processes running, but I think it’s better to stop them first. If user wants to keep the dashboard running, I need to clarify that. Deleting node_modules during development might affect the hot module reload, though the existing page should be fine.\n**Stopping processes and cleanup**\n\nI think it's best to stop the processes before finalizing anything to prevent a stale server. But the user asked for a sprint implementation and not to keep the dashboard running, so I need to clarify that. I’ll run cleanup commands like .pytest_cache, .ruff_cache, dist, and node_modules using Python, then check the git status. Removing node_modules won't affect tracking, but I'd need to run npm install later. \n\nI'll also check the git diff to ensure everything is in order and make sure to commit changes when ready.",
      "reasoning_content": "**Cleaning up node_modules**\n\nI need to figure out if I should clean up dist and node_modules. The skill suggests removing them, but I wonder if removing node_modules will prevent rerunning the process. Should I delete them after the build before committing to Git? \n\nIt might be fine to leave processes running, but I think it’s better to stop them first. If user wants to keep the dashboard running, I need to clarify that. Deleting node_modules during development might affect the hot module reload, though the existing page should be fine.\n**Stopping processes and cleanup**\n\nI think it's best to stop the processes before finalizing anything to prevent a stale server. But the user asked for a sprint implementation and not to keep the dashboard running, so I need to clarify that. I’ll run cleanup commands like .pytest_cache, .ruff_cache, dist, and node_modules using Python, then check the git status. Removing node_modules won't affect tracking, but I'd need to run npm install later. \n\nI'll also check the git diff to ensure everything is in order and make sure to commit changes when ready.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX6pWtchxqx2aMJSsrP7JAGEBpf0u-WjFXsooPr1cyHcauzxgM2JQN23kBcTQzkFvjbXM7DVsExJtNf7kI2Kxxa9nPTasdZ8Rxzj83R4FC9wknb81iO-QN4unrCW0hZq52t8TKA7WiXrFRaGFpx0dWuKJmBeK3rDAgtMltdH5VfFX2A_VoF5f89X9WSkLvxuirComcMVddldbxsC1vOPIvGziL5maoN7Ao-OxRA2DI4OSwTGoKAmXAENA2asAphJ6iuohkBEJyRoA9C_7dpwbGnAlhsFeWqYFR3wcxHdU1TxOEwvhiJDrnM4yEo9ab-VQJtO5pBhIYTHTkKZ4wXTqK-i54z0P6feS3UmapGl1uqTtS1NpEyJO7TTKPda8NAg6f-16lGtWDNrK83EBysXHE3ltfojfdmmwbRjcqh29ZyAz2TaLN0JnmBTDsOfFKSlH6FQZAh8tfGT-IxuQMnLYg3aCKdYck_Mij6DXAlg060f3B0NcdZworCXa-gy7qobcrzT5pWRazhd221ZWEP8x0RNx1_O-D8k4sjGcNnRpdnAhcsC9sV4D83annuw-iWoXrlKKqGHUMjF4g3HmZxa7dnXEhAEkZGdhu8W9Gj2-8UgMwJ-d-gvIdVIP0PDIbxMt0KMTj98tvMjPDS95sgOdxQjgbr5BscuVY1d9p7tFUEtbgRAPMTWs03Zli4MSDiYQnC69HgKS3jb33eEdQQ1TSeh7HXIbkgaXqQ4IuQviRJwoZqL0dXlY3A1jdsrLf0JoKWPKcxXxWMIZKpLl8W3wgZEMgV_ZCAVxrP08q05QvMQpGIR7OAiQg5JROB1RUNCd_PYFzjVckEF1x3vj4kDzQTe58760EiJtqpxv5yGEmN5fb1T1_YJTw_hYMDAIV_NPGibH0-bXSKWtjspXZL5TRomS4dfSq0TSrFh256KKKvB5S-TFmb6MaCp_ZTp2ZKCveRk67bEhO2-rVcNmcPNUfz4N9x1MYKcDsErongehZM1JSCKQNSjZHJy4QGpXqgLiYl5N3aBNFLMO8oGZvHJFfYjXtt5ub4xdnW35P_gqTDVtyveoM624BqIQjL-rgHye-ag1eD3xrirEbWZiJ66U1BYS1AupY-_QMqtsYlyHfqso7lux62jlFx-3TWkd_2Z5cUqMKmRy0A6239DNWX3HdhjDMtplsaxvLSZ-U94GCoQ5XGTfpwMFq0gItlVQLaCmz5FkvnmFv7RtT5Wk8NF-YySBlOpBo08zG2-U-UZ2CK86T3W_VC0wAKisS083RhaQpqOM6ZVgHHu32ZnaV_HfEhGRhExywNf4k5TCoLP3fBJd1-kWu2E69wy_gr2Iuxnkk3mWzTfJGsQxKhMtqbcHsnsUzI3EQ4fgjJeuUC6zSSCP6b3oX-Fydzqmmmr0I4aO_nPExZAiAADB0bGtsO2NUDl13NAZ_4H8M_-1rwBz3XZ1rpe45jMgItIRui5tsQEDPpMKMLJOt8YOPB-I2CJsxbgTjELjGlSvRJGZzHof5Ina_SY_EJLq3U_oMXHS-RQc7P2DyoPY94ssjXEUJgRXjBcsKYJyKamEmqqs-MTIJyGSJJlJu2PzL0fZ0xAhkRHkawk4lalB7VwC8ieqgvJJFjhtIxBQoenHr-HTJUtN2abfeTkwAAI7a1Lycsc0MtIOH-kPD0F4bYgrLjxz_ckbMOAg-ifDdh4GUEms-HXxpwcgfLd0uIHC5tAGdosl0Z1itH5TZY9ric3ZnADD6kBySq2aHPBswea9iHwTxVJBI57pFm8WXtvQskuhkHgdDWaXXrP9uMLVIUsFKCfL41Fq97ARw3Q1BayiQaYCwcu6hRj9_6ihegu9V9rgtQ1-gVzgf6UNMkFixvCGy-2bprZUOPOASCX21hHGLqx8i_-G1DG28_ajRZdPxrRXTgBmPeoJpI-10df4iqGVT0TRWwMg9zT-h1BfERdK9-TSSlkqor3VzKg6HTWhPtcwgeABa7Zpd1Io9BClL1udtZ85s0HuCEXutjN08YjfGfx9PyRco24ji4CxwEG81y8JcteD5DP3k3DvX_fY6oQU4MRtgLlUGKGYRcY8jNotsBSwzUBziM_pW6m4hxDdgm9ermXtpJLYIjEnYi62jKmGOxOSZApeN3Q-FepeeoAr2C7sIWopCs1QSkDb0toDZmD5RD8b1owGqd03bqPsWPicfd4x8IeLCPlNwucAW_IF_tzx8qOXou_s4A-l1Et5rGXHvg-lBFCZptUVbY3SgdxhyHl_AFMz7gtKFJ2pAPOtD4vnmN3fWoxr40Da8VqEcAikvCP5Ud_WlgoruZz1DVDT7A_S63mzmlk9SHoIhaCJ5NwyUdoA24Gu2p1YSc8f4D9h00gh7rzZQqMs_eaOSNSu4MG3nUPYAoaGcbPIlrN1O2M9jkoQkYzvKKmcI9PfR0dDCiHd8k-78QledrCIVENv6iMhw16Z3vn-OQ5DekJ7K3akjTUukmV7bRWhqyhAZnBW2dva9SpTe7aNudiHs0PWNbP3MeKNi-qQm_iEGK_Cv8TO0ywdMZhthgwoGX4htKq9Bo6rLrPm9laDaKGG4L8PcwOMUOyi0-gCBKv3KQkJRamck1Dp5Vl_AsEY2F6mclHt4_i-qN5OKbtNgrNl3ohGxf0KFQXjOqGX_p3_FqNTohOcOJFtE1bp6ELmqITmgTdO_MNSC-GM3GyjFfL4c2PMVSoH1dz4wAWL7cVKY71gM6qMIAI2w9BSCLpVk-Vmv38QXHOg_FF6zWb2MK3GzljMy8Kjo-LZnkFHXOtmXFCsIpn2GOC_PzyUmZEhmJYL5kCtlD15sykLNMiPjHKGaCM8R4t0GH0B4Gt0bKH5tZfuz6nKmrWwmkXDYStNrysNtlzyFrAR-wyqYnIPNaoR3l95rmKUjfVOy1w_ec219QYyNFEjVhwH8MW_8z_dWGXhNG3Hps2BjPNOr58rgjINjfP9IhOvHGio8iOWOnNE8csvOsur5I8dc_LzhFMZel66XGBSqQyAS-NdKInfFB524MyV9lycAwcWF4WFC3_eEvKA-tPbrzh4vcOSlm37e9la16NZoonet0zAjxKysi3ejwKr0nb9h8Yh3kNMWmfylI4PbEqnMbQZFpVRl3bcbMo8O5JEGWWbXSFJ1w4P9TYGH6seHf-_tAevy6_lx8l4upqeVXNS7ExuRBK6amw-6LBVIoh4JrOpE_a8lh3NF5s0MF5xuSTg7gjnL0v4uLCDGEoI64GipplcwsPojGGVBg0mtlnoEuSyo1wqDTi8ObU2nI3d8u6Q6sKwQ1RPNR7oyzV13pTB9hvPROV1a4OY2Cy8AVgP0E7szbRzI6VchEj7FqXidMES-QHssuhfFAMrjYnVBqAe2Mv_mj41mqTNbAPHvITIDxT6xYeQajB",
          "id": "rs_064af6ee3d6528eb016a097ea0a6d0819197976ea77ce28672",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Cleaning up node_modules**\n\nI need to figure out if I should clean up dist and node_modules. The skill suggests removing them, but I wonder if removing node_modules will prevent rerunning the process. Should I delete them after the build before committing to Git? \n\nIt might be fine to leave processes running, but I think it’s better to stop them first. If user wants to keep the dashboard running, I need to clarify that. Deleting node_modules during development might affect the hot module reload, though the existing page should be fine."
            },
            {
              "type": "summary_text",
              "text": "**Stopping processes and cleanup**\n\nI think it's best to stop the processes before finalizing anything to prevent a stale server. But the user asked for a sprint implementation and not to keep the dashboard running, so I need to clarify that. I’ll run cleanup commands like .pytest_cache, .ruff_cache, dist, and node_modules using Python, then check the git status. Removing node_modules won't affect tracking, but I'd need to run npm install later. \n\nI'll also check the git diff to ensure everything is in order and make sure to commit changes when ready."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Gates sind grün; Build-Artefakt wurde vor Cleanup gescannt. Ich entferne nun generierte Caches/Build-Artefakte gemäß Git-Safety, prüfe den Diff und committe/pushe anschließend."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097ea987b08191a987748ef6ceb45a",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"removed frontend/dist\\nremoved frontend/node_modules\\nremoved .pytest_cache\\nremoved .ruff_cache\\n M frontend/src/api/budget.ts\\n M frontend/src/components/SidebarNav.vue\\n M frontend/src/pages/BudgetOverviewPage.vue\\n M frontend/src/pages/BudgetSetupPage.vue\\n M frontend/src/router/index.ts\\n M src/jarvis_finance/api/routers/budget.py\\n M src/jarvis_finance/services/budget_categories.py\\n M src/jarvis_finance/services/budget_overview.py\\n M src/jarvis_finance/services/budget_plans.py\\n M src/jarvis_finance/services/budget_seed_review.py\\n M tests/unit/test_budget_phase12_seed_review.py\\n frontend/src/api/budget.ts                        |   9 +-\\n frontend/src/components/SidebarNav.vue            |  24 ++-\\n frontend/src/pages/BudgetOverviewPage.vue         |  48 +++---\\n frontend/src/pages/BudgetSetupPage.vue            | 173 +++++++++----------\\n frontend/src/router/index.ts                      |  20 ++-\\n src/jarvis_finance/api/routers/budget.py          |  42 +++++\\n src/jarvis_finance/services/budget_categories.py  |  20 +++\\n src/jarvis_finance/services/budget_overview.py    |  82 +++++----\\n src/jarvis_finance/services/budget_plans.py       |  31 ++++\\n src/jarvis_finance/services/budget_seed_review.py | 192 +++++++++++++++++++++-\\n tests/unit/test_budget_phase12_seed_review.py     | 102 ++++++++++++\\n 11 files changed, 581 insertions(+), 162 deletions(-)\\nGIT_SAFETY_OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_XN6fXXnrLeP0bpQKFzMILVQe"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_LlgG9QsnnYaa7goWbjdpkNEm",
          "call_id": "call_LlgG9QsnnYaa7goWbjdpkNEm",
          "response_item_id": "fc_064af6ee3d6528eb016a097eb615548191890aaf64f2fc9190",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit add frontend/src/api/budget.ts frontend/src/components/SidebarNav.vue frontend/src/pages/BudgetOverviewPage.vue frontend/src/pages/BudgetSetupPage.vue frontend/src/router/index.ts src/jarvis_finance/api/routers/budget.py src/jarvis_finance/services/budget_categories.py src/jarvis_finance/services/budget_overview.py src/jarvis_finance/services/budget_plans.py src/jarvis_finance/services/budget_seed_review.py tests/unit/test_budget_phase12_seed_review.py\\ngit commit -m \\\"Implement budget seed review phase 1.3\\\"\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Preparing for the commit**\n\nI need to make a commit, but first, I should check the differences with a `git diff` to ensure there are no unexpected changes. Then, I should run `git status` to confirm there are no untracked files. Once I have a clear picture, I can prepare my commit message. After that, I’ll push the changes. I might need to clean up by stopping any running frontend processes and possibly deleting the `node_modules`, but I’ll figure that out as I go.",
      "reasoning_content": "**Preparing for the commit**\n\nI need to make a commit, but first, I should check the differences with a `git diff` to ensure there are no unexpected changes. Then, I should run `git status` to confirm there are no untracked files. Once I have a clear picture, I can prepare my commit message. After that, I’ll push the changes. I might need to clean up by stopping any running frontend processes and possibly deleting the `node_modules`, but I’ll figure that out as I go.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX62s4R_joOGRfSRDH3IDNEasQah_oGRDkTl6cJ3NgZheKWoi9MjL-nIBHqA8dwccZPZzJGtriGPedmE3KiP8sfzydk5gdM3dyquWwUU6Bid4BhzomGxP8XYGBJpBfYiQlVmQKC9xSEhqSiKoBDb-c-85s5HyRfn8QjFWz3cy-eCHGre5Myoy7ekjbJGR8kP5OIegazL5Ir8FNTtFZquH0lf5sr3b9bSTKalFJOW_KJkm-fWKidd9sOcSFLGjPN_2vtap0fUO4RcvzD2O1_EUzId4wM3Z_aYkm7h3axR5jqmk_9pzlQktMhGUgJGwu9Z0uA3puQHNF4ufswHNYW5Z78iVtzLbEKooVI0to0ZSxH1KyMT3K-y3kwE3wN_Kb6HO-d-nnGRotTaG2yXSZnu8TxE3caWZwgXJ7fsR8ytEsk9SW_3WIo_3WGcwAmVC9kjbpI1iwF6n1HdEyOUcS0XIV0U3jW29ft1O4vgwJJ0x09X4KdMiByhS93iF2GHpK36SHwe4pQJ3AE1TfuU5xfgVdIWmxYOucobjNwrGRKmvgfflCqtSH5luse90dFIiiaP54zDo_ONR3AIcWS93z878Vy3z7S94zAHSa8KfACDfQkLlVwR4WAesXwAbsU3c7Z_d6-CO3EXvuPrjRqiROV6RK9hjMHWJildGnyNWNtBM2FiMM3rGydhn9iQSPhVgR-m9zfgfjQqmspcm2zX-7r_a2IKWz8VNTyDt_cD9VV42H-V1isryuxIaSiHcfwBa6WP26KP52pquw2mqyEgwaW3NDE6J4wDpz7J6GecPaea1GBdCQqfe_fNZPQgjfimYCK314J1p-PRkQP7uw8fb0Chr66117VKXavbv9nOoTcpBPPc6XuuNIB8i30tRKJIm-HH7OrKUAOmmAyZZFr0aNcBUpXs4oSFlFgWamuJxaS-T8j_3oS-Gxatb4yd7KEw9w8RrQMr7YeVGuh1_XLQNQjmsVMO6wbw9vRcA8b2ILA4m6nDzRLz0KN9USbyjpDoOcwvy6Oqgs88OiWxG1_XNnS7vEHGSY7YnVwYFhauDaX_aG42a95aGpv6yc3Zusiu4e8x9EFApeSNeqkCUw72VuUkKwbOU-yPs6gJnw6PqejW_G22wlke6SCqHIxvMNQHT_VnCkZ0OOIqNMlgYYK-llk515ExsesdEs_qupVKnHI8eT0Kk6YUTsFZvEGFJKS1qNrHini-LZXOXXIerTJs7D6vAkDgwL53szYZX1FYgQTg1KyVnjFuEu-tg4g3uyGUQQfngDQAU4Cx5_6pnM0LrUtTfnp9vUU5NhYrqvSzZQw-8lY7tITLPakbYTBiyEUV0KI-q_3T4ts0AdlduPG4ZqoSTqlsu1BL_EpOEGLkidpuPxmIg4g=",
          "id": "rs_064af6ee3d6528eb016a097eb334988191a70b7d6ca39e44c3",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Preparing for the commit**\n\nI need to make a commit, but first, I should check the differences with a `git diff` to ensure there are no unexpected changes. Then, I should run `git status` to confirm there are no untracked files. Once I have a clear picture, I can prepare my commit message. After that, I’ll push the changes. I might need to clean up by stopping any running frontend processes and possibly deleting the `node_modules`, but I’ll figure that out as I go."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[fix/manual-entry-uat-flows 7b2dd30] Implement budget seed review phase 1.3\\n 11 files changed, 581 insertions(+), 162 deletions(-)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_LlgG9QsnnYaa7goWbjdpkNEm"
    },
    {
      "role": "assistant",
      "content": "Commit ist erstellt. Ich pushe non-interactive mit Runtime-Secret über `GIT_ASKPASS`, ohne Token oder Remote-URL zu persistieren.",
      "tool_calls": [
        {
          "id": "call_mnG8pnI9zbANMxVAAZsR8fsD",
          "call_id": "call_mnG8pnI9zbANMxVAAZsR8fsD",
          "response_item_id": "fc_064af6ee3d6528eb016a097ebf1c1c8191a3364773a5751485",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nTOKEN_FILE=\\\"$HOME/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv\\\"\\nASKPASS=$(mktemp)\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' 'x-access-token' ;;\\n  *Password*) python - <<'PY'\\nfrom pathlib import Path\\nimport csv, os\\np=Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv'\\ntext=p.read_text().strip()\\n# Supports either raw token or CSV containing token-like field; never prints anything except token to git.\\nif ',' in text or '\\\\n' in text:\\n    rows=list(csv.reader(text.splitlines()))\\n    token=''\\n    for row in rows:\\n        for cell in row:\\n            c=cell.strip()\\n            if c.startswith(('ghp_','github_pat_','gho_','ghu_','ghs_','ghr_')):\\n                token=c\\n                break\\n        if token:\\n            break\\n    if not token:\\n        token=rows[-1][-1].strip()\\nelse:\\n    token=text\\nprint(token)\\nPY\\n    ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\nBRANCH=$(git branch --show-current)\\nGIT_TERMINAL_PROMPT=0 GIT_ASKPASS=\\\"$ASKPASS\\\" git push -u origin HEAD\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_TERMINAL_PROMPT=0 GIT_ASKPASS=\\\"$ASKPASS\\\" git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\nprintf 'BRANCH=%s\\\\nLOCAL=%s\\\\nREMOTE=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Figuring out GIT_ASKPASS**\n\nI need to push with GIT_ASKPASS, and it looks like I'm going to use a token path for this. I’m thinking through how to configure this correctly to avoid any hiccups. It can get a little tricky, especially with authentication, but it seems like a straightforward process if I follow the right steps. I just need to ensure everything is set up properly before making that push. Let's see how that goes!",
      "reasoning_content": "**Figuring out GIT_ASKPASS**\n\nI need to push with GIT_ASKPASS, and it looks like I'm going to use a token path for this. I’m thinking through how to configure this correctly to avoid any hiccups. It can get a little tricky, especially with authentication, but it seems like a straightforward process if I follow the right steps. I just need to ensure everything is set up properly before making that push. Let's see how that goes!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX6-OkCY-W86t48tZx41lBwL9HvLV-cpd9XJJQ217yG8VUw2Wy6CRrjHvEPyn9zBMkk8A_8VdRKHOYY93eBRi9_ol3X-yyTS7f3TlkfACm0_jHcS37SvAl9zXOs5_UyhO-YwXIGDki-FsHalHqMPUEsDOZ4gtOwgCyiDqr-ojqa7BEpCh5ZhQ2xaAW44n1a00XOC0hjbZKDtRvEDqCMMr2_uxNwckUitVHPqzKiCdfVO6lU0mAh561cvCS6qFYPeVVKEyu8BtFQyQ83eIhB9bXQfbyjCoyaYJGN_lX--ZyulhJA_YtBrD03tm3BiDCpdwpgCPOPnpT3MwTu9KH-vWWEPAVbrAJAA7f26ddYvFX4iuPoEVhvqC97vwr5DGJYRjoGZzHkaq8rXOUHFibhMR9YXJeEEx6t4cSrL9pCAu0JB70-eutWL9BxoKe_eP9klMdDOihqP2PjsK6xmIOmDNcfieI4xhmfi7zfoh1ADn0cFh2j_YMPUrelcwF5NOyMAkxuybgSZ9pKP9ZoEK8CA9JUTazw_2oCDDFq419Xnodt1_FpgBpzaoqmEfhus7-lEDYEJ87tP000hvqUErP7Rxr344LGVmAsR2ujc_oCxZ9xR4buXgS5L23BZmZRlpDHaqGQQUDGxt9lb5Cj-HsCJfBrojAKQ_4UmJNMLlHMvYSwL2IIyeTqRz_4vRNqrY6ojoHZ5CG7qzMqNXqMsVlGKWFc0oBWem1kl66priSQAEfMS7fwVPLYmKX4Ty_7a61RNe8RHU-ExscIsowqMxepnXmicR9r6Js6cUezTRir9CWouthYGoPI3wHn3xbAIFx2s91rRYHf1Uw0GvIhYv8g2GiDyOUrtrYEvTeSuRlt1MzQjBg7in41o9ZBOwfz0z0rAd9E_FFbd1sRjwPRUM1CmRpBCwQoxLfVeDkCy2pTd2OgWV8RCelTu8q5B9I_S7q1K4AcYrT_Xzq4CGAK4FkYgHakZCA==",
          "id": "rs_064af6ee3d6528eb016a097ebd18c48191acef95bfe50fb440",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Figuring out GIT_ASKPASS**\n\nI need to push with GIT_ASKPASS, and it looks like I'm going to use a token path for this. I’m thinking through how to configure this correctly to avoid any hiccups. It can get a little tricky, especially with authentication, but it seems like a straightforward process if I follow the right steps. I just need to ensure everything is set up properly before making that push. Let's see how that goes!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Commit ist erstellt. Ich pushe non-interactive mit Runtime-Secret über `GIT_ASKPASS`, ohne Token oder Remote-URL zu persistieren."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097ebeb3cc81919464054c1c2a8d51",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"To https://github.com/Gamexgit/FinanceManager.git\\n   1e61329..7b2dd30  HEAD -> fix/manual-entry-uat-flows\\nBranch 'fix/manual-entry-uat-flows' folgt nun 'origin/fix/manual-entry-uat-flows'.\\nBRANCH=fix/manual-entry-uat-flows\\nLOCAL=7b2dd303e665aa1e57014b3782a662f2c2b0965c\\nREMOTE=7b2dd303e665aa1e57014b3782a662f2c2b0965c\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_mnG8pnI9zbANMxVAAZsR8fsD"
    },
    {
      "role": "assistant",
      "content": "Push ist verifiziert. Ich prüfe abschließend Working Tree und Prozesszustand.",
      "tool_calls": [
        {
          "id": "call_OnxHCtq6EKuHAkqGCWpuer0A",
          "call_id": "call_OnxHCtq6EKuHAkqGCWpuer0A",
          "response_item_id": "fc_064af6ee3d6528eb016a097ece5978819198e7cc63d631d4d8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit status --short\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(git rev-parse \\\"origin/$BRANCH\\\")\\nprintf 'BRANCH=%s\\\\nLOCAL=%s\\\\nREMOTE=%s\\\\n' \\\"$BRANCH\\\" \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        },
        {
          "id": "call_7tJMOBfJxOfPolLuRhGuc76B",
          "call_id": "call_7tJMOBfJxOfPolLuRhGuc76B",
          "response_item_id": "fc_064af6ee3d6528eb016a097ece59908191acbcc9f7f66981fd",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"list\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking final status**\n\nI need to do some final checks on everything. Should I stop any background processes? Since I removed node_modules, the frontend development process might still be running, but maybe that's alright. I think I need to check the process list. Also, I should make sure that the git status is clean—just to confirm everything is in order before proceeding. It’s crucial to have these details sorted out!",
      "reasoning_content": "**Checking final status**\n\nI need to do some final checks on everything. Should I stop any background processes? Since I removed node_modules, the frontend development process might still be running, but maybe that's alright. I think I need to check the process list. Also, I should make sure that the git status is clean—just to confirm everything is in order before proceeding. It’s crucial to have these details sorted out!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX7M2oKC41c4Js3BSnw7y3gnScEAa9TSRDI-HMSdbfDgbmRE6DJxGGZnC3CfIq6xj8ii24WpppYP8QhLDGgk3RYtbhuNQ089AfUsiq_WxN9VabRfgbOeBZUFRA8kbf9rHEJPSQinV0pLsy56gzKCwg7794YDzy3vYgy5NUmyDrTZPSH3VCCNVR3EgHehMMz1qcfj03MU6ly0HtmXZ8ZL64uHME-u22pnQVWKPXdsT4Z66Vdfdyce_v1BBVDozuBLkV70YVAPIsjgtJ0vy0CYU5Pufhu0ZBcQgQWshPwLYTO5lARzzZjS0dN5httPwi7VrD5GJnxIzyJ3B2R_TzWj0thHZqTopgeu3qshLH4-7d166c6AMwMocJfDmCJYySHq1uIh_PWoLYjVASqDrhoFi6gVEknKJx0NLZPzzOvispHU1e956o60oTb2zjzPPgNt9nrGdrYcWEK6T1oyuuX5S_SHEviu5T6w0NWWoCZlpke7IgWnjboRSeMulJmSWO2bHT-Dof8pS7lNIRUOIuP7cAIfblxO7jqKGhhjgGHoJFP9XH356s7C1H-MOnQmqNlY1AZIa56BU_a_Ewx6MF0PlHjFIxpmf-06Fc1jKg8492rL45Wug6nZ5Zppfup8rNSjhzvsJ3QaDrv41yDrExoatU00HvAN1XysvrL6z0TPSZCVPN9tHmxX1LeXT3v4IWQs3p-stVKhcrXXs6sMFqZMUExIpkcGgU_3mLs9NUo_gItQFXLPaQn62npHEf7PbwYXP6Rl7Cx1Eltgn6ZlfNEanY2IncmEhOZxp7AN-8nznICzkWslRloVWHhcoWEtl_MDSm4158wM2nQUoPHHheYU1oNjTxV7fwvLqY6zTEbNYv7j5wLWmAXxil7syGYpSBBct6oLtsNPyHHBhuO1W9B0dk6iQ98C9orWMNpOCWo0P6R9RkP56XvOF9rtwPCTuN3NrfBdSFAumNrfkDJnfj8F0Sfl4JpBc2tqBgKmfX1nRSRNSysIk8yehWuMuj_J-LzEZb8uIIOZpg8eN1sfleuNO_KksqHUuEizFiGrYQtXEw_aqOMtP_-5wtrKVuuV34mflQE9w9g48_A4ldHRR0Elx8HFX_HBnUfD3mbBMdcws1afH55FSM7qb2F9y1rFPL3EpHevYWFIxIGPVPgwfjBbMYyMHA==",
          "id": "rs_064af6ee3d6528eb016a097eca2a1081919c718072d225d375",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking final status**\n\nI need to do some final checks on everything. Should I stop any background processes? Since I removed node_modules, the frontend development process might still be running, but maybe that's alright. I think I need to check the process list. Also, I should make sure that the git status is clean—just to confirm everything is in order before proceeding. It’s crucial to have these details sorted out!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Push ist verifiziert. Ich prüfe abschließend Working Tree und Prozesszustand."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097ecc50448191857bc430794fe453",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"BRANCH=fix/manual-entry-uat-flows\\nLOCAL=7b2dd303e665aa1e57014b3782a662f2c2b0965c\\nREMOTE=7b2dd303e665aa1e57014b3782a662f2c2b0965c\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_OnxHCtq6EKuHAkqGCWpuer0A"
    },
    {
      "role": "tool",
      "content": "{\"processes\": []}",
      "tool_call_id": "call_7tJMOBfJxOfPolLuRhGuc76B"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_K6dUDMLjQo1IhlgF0k5G053n",
          "call_id": "call_K6dUDMLjQo1IhlgF0k5G053n",
          "response_item_id": "fc_064af6ee3d6528eb016a097edc7f588191a14f173cd59b54e1",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nss -ltnp '( sport = :8000 or sport = :5173 )' || true\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating server processes**\n\nI'm thinking about whether interesting processes aren't being tracked. Maybe the server running is also not being monitored? I should check the terminal background to see if it lists anything, or if processes have ended because something like node_modules was removed. I also need to check the port. There are a few things to investigate here, and it seems like a bit of troubleshooting might be necessary to get a clearer picture!",
      "reasoning_content": "**Evaluating server processes**\n\nI'm thinking about whether interesting processes aren't being tracked. Maybe the server running is also not being monitored? I should check the terminal background to see if it lists anything, or if processes have ended because something like node_modules was removed. I also need to check the port. There are a few things to investigate here, and it seems like a bit of troubleshooting might be necessary to get a clearer picture!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX7cT3w-eyTyYYhei6OJWe1Wf7yP3-yaiRYWS1pS3aifJokI_pgfhp-i8tvNhtrqkk5vrREUpGOj8xYqyyQtQ6DSUXsgnAIvL1pxQQn1s_Or7a3h6BDt_ZSNIg7RJ5VS_ejZIyHnss-RCK8FfjZ5bbplcHb9d-Z8FL4Ahj7QmLaMPR6y2FRZtcG4RSd5ACP1qzHdzirrUCKcSl3iWfHleXy9soRDapRipHp6JCsbU1Oac9__GbAHrEGWGoRVfPN5EJ69fGjMCNruVbumwN4tH1eOo_JLV-z59dABonjN-jbyxFczZ_NmTMFtKD-ABcDuDA41l_zSmj2G0oue74ueulS8OEPjZgKSCAmOf63qluOAwlRQrIuZEGe8eIxPfJ004jmwW_gI9rlJosZBCZt8lSoTcwSjADSSOG-dY8k11bNQpzCZUxspRZuNMuFjYbZTBL7eKkeIFMvJkN5k1XXke5DKEcfQuroMxs8uUMfy2tftFtrpkFxRbdVNvMxVnhZF_h-b9BlrXaQXvQWw3MSkIPTAWYGxCp7VLPihj3jscK9-udCgm2CKpeHBcotbjb_2m28FKqW9Bxli-VNA-M-Z85Mv0-gcIwQbWl9TOU74R2eZk8hQtJ86n9MmriKc5XbvK9s2TInnc24v8CY0FSXBmq2YDMROItrWQ9nC0UK3jBtaulggx03iRJsalVGNemaD3CQQUfDlAE_SlhErB5Z3O3epYnKt4Po8kMZy6NYrJFgTGfE0dkF6WDjyaQdI2H-Kh6-gfMhC3xtrmqFtMbEzK5FMSZZtwaSC7rkJpqMpfG3RUnhABC8jpiu57EdzopUTDiVRcPdrdUdSJDyTD3hxNtvFHZsaU3XYjKSceE7Oeo00vExpYNQojT_AoirC9Yho1NO1KcTwROmi7PKu2Qodxl-v1drPxM3PExK2GASTByozLxtdH34GyeQhc-Jauqm-hUFRg8a4EUAVb8-bqu1zsNYfgr-WcrXZdWuwKVAh_pePvJgSMKhKmwEpqLDQw2zDkaFpbCo3zdf8N_QwfNlt94c7NB2hc507mYcAPNFUcjXkjaIP2ob5IIFLeATNRVgmJkpRdohj7tDZZhsqXgnPT_FOhFaKI0_xT-DWfVTul30Pgi3IIBVtSDKM5o1q92tJILnK",
          "id": "rs_064af6ee3d6528eb016a097ed672208191bde1b49f17293b47",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating server processes**\n\nI'm thinking about whether interesting processes aren't being tracked. Maybe the server running is also not being monitored? I should check the terminal background to see if it lists anything, or if processes have ended because something like node_modules was removed. I also need to check the port. There are a few things to investigate here, and it seems like a bit of troubleshooting might be necessary to get a clearer picture!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"State  Recv-Q Send-Q Local Address:Port Peer Address:PortProcess                             \\nLISTEN 0      2048       127.0.0.1:8000      0.0.0.0:*    users:((\\\"uvicorn\\\",pid=471968,fd=6))\\nLISTEN 0      511          0.0.0.0:5173      0.0.0.0:*    users:((\\\"node\\\",pid=472005,fd=21))\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_K6dUDMLjQo1IhlgF0k5G053n"
    },
    {
      "role": "assistant",
      "content": "Ich ergänze noch die wiederverwendbaren Phase‑1.3‑Lehren in der bestehenden Finance-Skill-Referenz, damit wir diesen Review-/Übernahme-Pfad künftig nicht neu erfinden müssen — Fortschritt durch weniger Wiederholung, sehr zivilisiert.",
      "tool_calls": [
        {
          "id": "call_sRUD8plyn99Z3zCzZPHeIaMZ",
          "call_id": "call_sRUD8plyn99Z3zCzZPHeIaMZ",
          "response_item_id": "fc_064af6ee3d6528eb016a097ee6b2408191ad13354cf191dcbb",
          "type": "function",
          "function": {
            "name": "skill_manage",
            "arguments": "{\"action\":\"patch\",\"file_path\":\"references/budget-phase12-excel-seed-review.md\",\"name\":\"finance-system-architecture\",\"old_string\":\"## Verification gate\\n\\nRun and record, in this order:\\n\\n1. Backend focused tests for seed candidates, confirm/ignore, audit, and no productive mutation on seed.\",\"new_string\":\"## Phase 1.3 — Seed Review UAT / controlled takeover additions\\n\\nWhen moving from review-only seed candidates into controlled productive takeover:\\n\\n- Create a Runtime DB backup before any productive confirm/UAT with side effects.\\n- Keep report output aggregate-only; local dashboard may show values for review, chat must not echo real amounts.\\n- Add explicit status recovery actions for all candidate types: reopen, set pending, set needs_review/later, ignore; every status change writes audit.\\n- Treat `unclean_range` as a first-class review object: detail view with sheet/range/reason/proposal and conversion actions to category or budget-plan candidate.\\n- Income candidates from the 2026 sheet should be extracted from the user-specified income area (roughly rows 37-45, B-E) as review candidates only; categorize as `income` under Einnahmen buckets (Lohn Marcel, Lohn Melanie, Gratifikation, Sonstige Einnahmen). No productive write without confirm.\\n- Bulk takeover actions must be preview -> confirm -> audit and idempotent. Existing categories/budget plans must be linked/skipped, never duplicated.\\n- Use a temporary Runtime DB copy for manual UAT test bookings where possible, so income/expense/transfer/audit behavior is verified without polluting the real Runtime DB.\\n- If the original budget workbook is absent and only already-persisted candidates exist, report that income extraction cannot be regenerated from the real workbook until the workbook path/input is supplied.\\n\\n## Verification gate\\n\\nRun and record, in this order:\\n\\n1. Backend focused tests for seed candidates, confirm/ignore/reopen/status, unclean conversion, income extraction, idempotent bulk takeover, audit, and no productive mutation on seed.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX7l5heJT4ohTCAMkHq5oTygMxEJWLsXtyO-XdF1uobQvKGM3sv7K65SE7BhVieuWZbK7Hr_TuQ61D10OBud-EwaH9SlEeAJTAsfMqsFnZrg5-vntY96GrU4mF4_WI1hAz8MTXNfMDgT6f68yqGxHk65sO8ZqeYYNt9U1_IB_gXFiiplH2MksiBeahlSqPP2GB2od5huiHER7M_B0AeDXRq5eVNb7j5awWcZZSgWIZ-Z-IDzrZFhRQcOdgTCU5XaKYgupc6-1VAwTrWdc-y_Ko5zj-dWive2crq4vl1NfDvb44F7vjC-2DyBBJeqYdSt7SHpMAundyFxL-4T80LQ4f3bKTHxBR6-xQcaHMeHGDYD2GEsHcC4Y3t2HK4v82N0FHhkCcfdkOKv2CMlWdG2i0qnbr-1sMdktXZ6xZIgvfbmYe8ntv04Oh-JdpzqKXnlmogp4RIs-slIe7sOzAERzur1zejO31GnKd51GsIYTix0lXt-h5vT8-IP4sLfXOu_JvWq8kJz0MzbJT8ky_Sdbo75TlIvet-io02p9EMXT0iVnXZDnSwMIGqqL_qfk_CKO6qWUCX8QgjwaPYUbkl4j7cTNkYYQz7BBxyT8wLER89Tsx0BnadlvaPDgrjtf17Is2lpBirJaPEy-Sm509EzVALwhsfB0pwwCcuiIJO-pYA9GqDL3Zzvlhrst-HS-mUE2WX_sQRcuI9p6AX94_7AkuGdcv-CaARdGXBOzDM6YpOk6TupI8Y1F-Xi7wjmMp_wYDNiBxNmsz786snofJQC3VProUv4ZQLKy5TnKgbfivgKZvS4rF6358EcuQymQjC46bK6tLDVPYcobun4AUYcT_6RH8LyZ2NbXcfGevt2EVcgaBWaHOpduT_jH1PGQmh_QXtAOW256HLMqO-wNvOTVowfTDVSuzwuWUPQMWcnTrfIyf51xPXzbiCAjmYaNHxxojjePxAkbHvxSh9BauHhM6E6yb2QidKnxyBloJnwv09M9OznksUb5OCSWIE1K091JWRN3AksDWaKatt2R_8M039TzKiwuJp5ENuBIVPgAjTH6uDO8SvIU_5pZgayJwrZWHRrNwfzea-M-HaMzaufSMyiiXD_XNa7Afl-6aA8rGigo1pTZIfVs78oJXQ3ZDgXv9JXdLUDZiLpvllM5iqoCMx3IJdLUJGKsrBCYVpynEt3qhpohXjlpuErRxhDZA7y22Y1S8jmkTss3oPgukEGQ4Kt1lYvrzeP7Dc37SC3cqMZdiiDEL02XaebVyOjyWCiqjHDPshSpzRaDhZ9_gQG9pjgsRmBBYma5Wj3OJ_qX41hRU1JPQsh8sxjmrqGJMNZPh3M7aCA4SQP5QNxUmSXeKXDeryCmUG7lTEavFfiU6b5fQ2Z2qMtVpG5LMVKUOj-o21QnN854YqnyFljKpxFqNOBQKQWNS_esZ028cSJDqtMiF74zZOaRjTQoPH3JpxXDPP-2SycIZ1jIcAwOuuMj_4CqofHCBNbWPAHb0X0gGpxO1s4NLXB2o2JFGrWcunPFalHJ2-s3dVgArEOZe13zkmDjS5e3I-8zqXFISRJ-vk7x-n_zZ-bViek64QEa9W0MVy98wYUFPV4K7xP4wZvAT9PM5_yBkjVUKXGB8xc6129CwR2gc1Kjum72XUD-3aP9lHfjcs73V38JC_jMXJRkcQbbgB6e38yQcQjHuYV6w_aJi6n_BHa_QbdSVVis_8WFMxl0A7KKSIKA8cG6nr3yB4lipTtWH2BH5mdLLTOvxlRBAiNUx2oZmbfcdCgpk1nogVEE8buYFmHW-Pv6fjrYLaz3T9jiMyOc4yeXe7WPy43B01jOF5xhv3LFIzvt3zSOdkVv-lsyQgho4YJOBE_DEiAncQtUTN_bXBeFbeEiqr6IKJbrqA2DEKIze-eHqCzc5S-H52OywaHVXXBoUzGwUBkPrsZB85xlZjHs8rehPTVbzuQh72u1ocGW3igj7M3gFK7etbJ92I-UebRX-eYmvfo8g==",
          "id": "rs_064af6ee3d6528eb016a097ee27cd48191806d931e02a72206",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich ergänze noch die wiederverwendbaren Phase‑1.3‑Lehren in der bestehenden Finance-Skill-Referenz, damit wir diesen Review-/Übernahme-Pfad künftig nicht neu erfinden müssen — Fortschritt durch weniger Wiederholung, sehr zivilisiert."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097ee59a388191969b72954c1de71a",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"message\": \"Patched references/budget-phase12-excel-seed-review.md in skill 'finance-system-architecture' (1 replacement).\"}",
      "tool_call_id": "call_sRUD8plyn99Z3zCzZPHeIaMZ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HK7lJsgZj96qz4k8ez9UoVds",
          "call_id": "call_HK7lJsgZj96qz4k8ez9UoVds",
          "response_item_id": "fc_064af6ee3d6528eb016a097ef3f6088191b70eefd585c24c8b",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check ausführen\",\"id\":\"verify\",\"status\":\"completed\"},{\"content\":\"Commit, Push, Remote-Hash verifizieren und Abschlussbericht aggregiert liefern\",\"id\":\"commit-push\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Confirming skill updates**\n\nI noticed I might have modified a skill outside the repository. I need to finalize that. But wait, do I actually need to commit the skill? The skill_manage function already manages it separately. So, should I update the to-do list to verify and commit the completed tasks? It feels a bit tangled up! I'll just clarify the steps to ensure everything’s in order.",
      "reasoning_content": "**Confirming skill updates**\n\nI noticed I might have modified a skill outside the repository. I need to finalize that. But wait, do I actually need to commit the skill? The skill_manage function already manages it separately. So, should I update the to-do list to verify and commit the completed tasks? It feels a bit tangled up! I'll just clarify the steps to ensure everything’s in order.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX7zfZpRqv-EsK7-jNtBXFDPxEp3TfMj7YhyuxIndyQFiCsoh5W1Y8TbJJOZrahp10ItFOCwofxdHggZ2WXdj4A4okiZh8apSJSXPUg_slWltiZpV2Vdng-FhuDb5lBV5VkXtbL0QUOq_hc1wTfUt1S0Yms7aKfM0hKm_YKyR9vB5VNhol-umUjbIqD7QZ-2BDmPwhg9eJmdo7vGdiHhWnEMH0b2Fuu4XWWQxH6Ma4mX4vYR7xIhbof8vMlFlmnCiAfkDOKf2P-8yViKL4Ryx8Kf2yO98c0tF3y29GsT9_mqrhiXphOFB5WdBfYB6gH0FA_yojTAw6fnxwtShvV1p3tde0EW_vEMimBiVJ9Flm3qR_qxsJGnsZxYNwcs7s13XzO11UndJ618V2NNkaNVUGFcztCc-Hmz7JvwONzn-gktW0p8X4VU8kKNduoqfOKaliR6cJLAtWDeWSh1ijrsv1M9POo2UqGKiPJRzDp6CjquWeMlM6VKUuI-CyguUEMQGwcDlrW-I9T6BjMwRAVWG7siRWhUboYL56jORSlT_ZraQyP09gbx7X6oUCwxnDOjlBp4A7oPB6IK7XHJvhEsdz0l9vJylQygwkemhA5Q764LII_IVvwTRY_ckiAPVqnHRfD2fULvSOMin1tbj40EbLbWOaUe7H1loYSd01zYdgCm2qD0WPRXXu9om42gZwHQrOvN5EQNl-qcTWHA-6Pom7kiMCxja4YZtqHNwrif5m1XcVItme_tWfBeTB145JniSF8V0zFjzgc8d3K6IECRZKD-VT9AAjE7tFDahHobZMEjTZ5plae05RlmUj1GVKpbyLW8IKoy4Uy6HB2COahELpT-_B5UqcaJHWMCRsr0oHDxfH9fRF9XLAEgmZ40EC7nPCdQt4VYF-D9G_Adxl4arLTQjEYarQX03010FSfEKib-j-SZHSF8oIzIeM0hNoZpHK0VrnbWRCAwxuongcPSTkVCQzaVpaGLS38Ah6BOoYfZ4VAPF9y0AiuJpPCg2Aaci0TSQC1DD1Gms6zWaXPKXRI0K60LzUoVl-kwUYz4hPDv0phcG7jD3aUV-fGTwgNTxCClaSXz5Fu8dgWg-EgFFTfGD25UIa48r8Ys3llNrvvgrB20G8UZC3wGhKi2QxGbaXbS",
          "id": "rs_064af6ee3d6528eb016a097ef20cb08191b35efa889200bda4",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Confirming skill updates**\n\nI noticed I might have modified a skill outside the repository. I need to finalize that. But wait, do I actually need to commit the skill? The skill_manage function already manages it separately. So, should I update the to-do list to verify and commit the completed tasks? It feels a bit tangled up! I'll just clarify the steps to ensure everything’s in order."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"uat\", \"content\": \"Runtime UAT gegen echte Runtime durchführen, ohne Beträge zu berichten\", \"status\": \"completed\"}, {\"id\": \"inspect\", \"content\": \"Bestehende Budget Seed/API/Frontend-Implementierung inspizieren\", \"status\": \"completed\"}, {\"id\": \"backend\", \"content\": \"Backend für Reopen/Status, Unclean-Detail-Konvertierung, Income-Kandidaten, Kategorien-/Budgetplan-Übernahme inkl. Audit/Idempotenz erweitern\", \"status\": \"completed\"}, {\"id\": \"frontend\", \"content\": \"Budget Setup UX, Budget Overview und Menüstruktur/Coming-soon-Seiten erweitern\", \"status\": \"completed\"}, {\"id\": \"manual-tests\", \"content\": \"Manuelle Einnahme/Ausgabe/Transfer UAT und Audit/Overview-Aktualisierung prüfen\", \"status\": \"completed\"}, {\"id\": \"verify\", \"content\": \"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check ausführen\", \"status\": \"completed\"}, {\"id\": \"commit-push\", \"content\": \"Commit, Push, Remote-Hash verifizieren und Abschlussbericht aggregiert liefern\", \"status\": \"completed\"}], \"summary\": {\"total\": 7, \"pending\": 0, \"in_progress\": 0, \"completed\": 7, \"cancelled\": 0}}",
      "tool_call_id": "call_HK7lJsgZj96qz4k8ez9UoVds"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n## Budget Phase 1.3 — Abschlussbericht\n\nBranch: `fix/manual-entry-uat-flows`  \nCommit: `7b2dd303e665aa1e57014b3782a662f2c2b0965c`  \nPush: erfolgreich  \nRemote-Verifikation: `LOCAL == REMOTE`\n\nDashboard läuft aktuell weiter unter:\n\n[http://100.85.29.67:5173/](http://100.85.29.67:5173/)\n\n## Runtime UAT\n\n- Runtime UAT durchgeführt: ja\n- Backend läuft: ja\n- Frontend läuft: ja\n- Migration 019 auf Runtime-DB: ja\n- Budget Overview lädt: ja\n- Budget Transactions lädt: ja\n- Budget-Konten lädt: ja\n- Budget-Kategorien lädt: ja\n- Budget Setup / Excel übernehmen lädt: ja\n- Seed Candidates sichtbar: ja\n- Runtime-DB Backup vor UAT erstellt: ja\n- Keine echten Beträge im Bericht: eingehalten\n\nRuntime Seed aktuell:\n\n- Seed Candidates gesamt: `45`\n- Budgetplan-Kandidaten: `33`\n- Kategorie-Kandidaten: `6`\n- Unclean Ranges: `6`\n- Income-Kandidaten in bestehender Runtime-Seed-Tabelle: `0`\n\n## Implementiert\n\n### ignored → reopen\n\n- Funktioniert: ja\n- Neue Aktionen:\n  - Wieder öffnen\n  - zurück auf pending\n  - Status ändern / später prüfen\n- Audit-Log: ja\n\nGilt backendseitig für alle Seed Candidate Types.\n\n### Unclean Ranges prüfbar\n\n- Funktioniert: ja\n- UI zeigt:\n  - Quelle / Sheet\n  - Zeile / Bereich\n  - erkannter Grund\n  - Vorschlag, warum nicht automatisch übernommen\n- Aktionen:\n  - ignorieren\n  - als Kategorie-Kandidat anlegen\n  - als Budgetplan-Kandidat anlegen\n  - später prüfen\n  - wieder öffnen, falls ignoriert\n- Audit-Log: ja\n\n### Einkommen aus Excel\n\n- Erkennung implementiert: ja\n- Bereich: Sheet `2026`, grob Zeilen 37–45, Spalten B–E\n- Kandidaten-Typ: Budgetplan-Kandidat\n- Kategorie-Typ: `income`\n- Buckets:\n  - Einnahmen > Lohn Marcel\n  - Einnahmen > Lohn Melanie\n  - Einnahmen > Gratifikation\n  - Einnahmen > Sonstige Einnahmen\n- Monats-/Jahreslogik: implementiert\n- Produktive Übernahme ohne Confirm: nein\n\nRuntime-Hinweis:\n\n- Im bestehenden persistierten Runtime-Seed sind aktuell `0` Income-Kandidaten vorhanden.\n- Lokal ist keine echte Budget-Workbook-Datei verfügbar, aus der ich den Runtime-Seed neu generieren könnte.\n- Die Income-Erkennung ist per Test mit 2026-Sheet-Struktur abgesichert.\n\n### Eindeutige Kategorien übernehmen\n\n- Aktion vorhanden: ja\n- Ablauf:\n  - Preview\n  - Confirm\n  - Kategorie anlegen/verknüpfen\n  - Audit-Log\n  - Seed Candidate auf confirmed\n- Duplikate vermeiden: ja, bestehende Kategorien werden idempotent wiederverwendet\n\nProduktiv in Runtime neu ausgeführt: nein — keine stille Übernahme ohne expliziten UI-Confirm. Sehr unromantisch, aber korrekt.\n\n### Bestätigte Budgetpläne übernehmen\n\n- Aktion vorhanden: ja\n- Ablauf:\n  - Preview\n  - Anzahl Budgetpläne\n  - Kategorie-Zuordnung\n  - Monats-/Jahreslogik\n  - Confirm\n  - Budget Plan Items erzeugen\n  - Audit-Log\n  - Budget Overview aktualisiert\n- Decimal-Text-Speicherung: ja\n- Idempotenz: ja\n- Keine Duplikate bei erneutem Confirm: ja\n\nProduktiv in Runtime neu ausgeführt: nein — ebenfalls bewusst nicht still ausgeführt.\n\n## Budget Overview\n\n- Planwerte anzeigen: ja\n- Geplante Einnahmen aktueller Monat: ja\n- Geplante Ausgaben aktueller Monat: ja\n- Geplantes Netto: ja\n- Tatsächliche Einnahmen: ja\n- Tatsächliche Ausgaben: ja\n- Tatsächliches Netto: ja\n- Budgetverbrauch: ja\n- offene Kategorien ohne Ist-Werte: ja\n- unbestätigte Review-Kandidaten: ja\n- Ohne echte Transaktionen wird „noch keine Buchungen“ statt Fehler angezeigt: ja\n\n## Seitenstruktur Budget\n\nUmgebaut:\n\n- Budget Übersicht\n- Budget Setup\n  - Kategorien\n  - Tags\n  - Konten\n  - Excel übernehmen\n- Budget\n  - Budgetpläne\n  - Monatsbudget\n  - Jahresbudget\n- Einkommen\n  - geplante Einnahmen\n  - tatsächliche Einnahmen\n- Ausgaben\n  - manuelle Ausgabe\n  - tatsächliche Ausgaben\n  - Import später\n- Budget-Auswertung\n  - Budget vs Ist\n  - Kategorienvergleich\n  - Monatsverlauf\n- Imports, später\n- Regeln, später\n- Fixkosten, später\n\nNoch nicht funktionale Seiten zeigen Coming-soon-Cards, keine leeren Fake-Tabellen.\n\n## Manuelle Testbuchungen\n\nGetestet auf temporärer Runtime-DB-Kopie, danach entfernt — echte Runtime wurde nicht mit UAT-Testbuchungen verschmutzt.\n\n- manuelle Einnahme funktioniert: ja\n- manuelle Ausgabe funktioniert: ja\n- Transfer funktioniert: ja\n- Kategorie-Zuweisung funktioniert: ja\n- Tag-Zuweisung funktioniert: ja\n- Budget Overview aktualisiert sich: ja\n- Audit-Log wird geschrieben: ja\n\n## Nicht implementiert, wie gewünscht\n\nBestätigt nicht gebaut:\n\n- VISA CSV Import\n- Migros/Cumulus Import\n- Rule Engine\n- Duplicate Engine\n- OCR/Kamera/Vision\n\n## Tests / Gates\n\nErfolgreich:\n\n- Python compile: ja\n- `pytest`: `361 passed`\n- `npm test`: `24 passed`\n- `npm run build`: erfolgreich\n- `ruff check`: erfolgreich\n- `git diff --check`: erfolgreich\n- Source diff secret scan: OK\n- Frontend build secret scan: OK\n- Git-Safety: OK\n- Keine Budgetdateien im Git: bestätigt\n- Keine Runtime-DB im Git: bestätigt\n\n## Git\n\n- Commit: `7b2dd303e665aa1e57014b3782a662f2c2b0965c`\n- Push-Status: erfolgreich\n- Branch: `fix/manual-entry-uat-flows`\n- Remote-Verifikation: erfolgreich, lokaler HEAD entspricht Remote-Branch\n\n## Offene Entscheidungen\n\n1. **Echte Income-Kandidaten in Runtime**\n   - Die Logik ist implementiert und getestet.\n   - In der bestehenden Runtime-Seed-Tabelle sind aber aktuell keine Income-Kandidaten enthalten.\n   - Für echte Runtime-Income-Kandidaten brauche ich die originale Budget-Workbook-Datei erneut als Input oder einen expliziten erneuten Seed-Lauf mit Workbook-Daten.\n\n2. **Produktive Bulk-Übernahme**\n   - UI/API-Aktionen sind vorhanden.\n   - Ich habe sie nicht still produktiv ausgeführt.\n   - Nächster kontrollierter Schritt wäre: im Dashboard Preview prüfen und dann bewusst „Eindeutige Kategorien übernehmen“ bzw. „Bestätigte Budgetpläne übernehmen“ klicken.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX8Ea_JTplLL9Z8Jt-Jm-3yG6KOIB4-Rh_rSbCLrmV29VU1TK3whGXhp9nAY3-67uo5sqyGhoWusSJgA_ACoDDmxPnNuo9TZZX3iWQw8hnLLLGTtUSnCx3IflSk2Qn2pfpG_Bo1PtPiGqTEAjNIKcTrEeh80OQHAuJJuKtM850t_Qk3MHAAyI4-zf9BPMeMn14tEg4CVA068iKyyncLyhXe7m6ZuDHe4ypkGf1JYSej2czGOdAMpBz0Nu1j4hwK55hbLnzZ-nrurE1ntt7DhkTCw13QfsVQD3zYiqZH3DrlNANPL59rhiNeZK52FfEEFNZmnQCiHnwZJAlZIOiH03m8QZc6HIj3GVZHh9ElxS07RkNj8WQm5BsN5FV0GI73G8UMUrGOS7zofhgzo1IWKRMs8Td_N9_fj-11oh4hb45q1EE_LBeXNAgxuK1ue8o_kI2iROTqpe4pYHK9MvXcEefr220WVTGiuKgdmGXrYa0-YTP07H_R1mITAcijfI6cZZM0yUteqj1e1KbgJo2fyhTe4-U5y0NV3DC4i433vEeG1IjXS5Du5Tnp8GGlV7OaPZ15jCrAHqWyDzH666XA9pExl4J89iFJy383UhPOiTO0qKjbEk9UnbFEf8n-re2yU8pYNYjdmHU2WI_Ud3n2tVXxm9eo9Z_HtwXNO4HsIGX0xTFItp-Z41y3eN_299KV1vrPLAb_mMnEBoCY1I9yyD-k3NyMgN-RXvrZoMEobB0EBqoTqMuUOdcRGnUs9WP8l8rUPvdsZwUNnqxy24HaC0B74aGIAEsTotCwXgsRQhTkb2XdW-cuEUENTKivAVEgAVcT8bH1GifXb4MJo68zwrYS3cjTe_ItyY8HZeUkC9Rd_qtavE5YYXK_w78YoKQYgpztPkmW4PgBbRSDgWUZv8R5oOpha1MiVj4NbC-UsDb3RnaD0YsgQiLrRtCyB_nsTM45662sNljx0BGyG_OzrMp61lCAZfucdMp3PgriLapVH4OF4aMaZGkKd0BWCofh0JoSYA-AiRXVVVZdFoqftoPx7wrqnIcg82puBSMv3cf69TmokGTMt-wOU_ftWSI2NAON5qr6rLsZW-pmNPcJvODinQAM-zRB5rcamfcYrdTfvLf1gUXnyW3ho2WvT2nEC0ie-ID-3LXSnQGp705u8lEFWe0Zo86XLLH_lY5q1n5qQNT6jEKdGrQ7wUDbYkDViKnVseSR3qTcqe9MPten9S6yI-Is4C2-oZj8NTy6kk6utzXrJIld8tsPrwID7PslzVMtaClADBIU0UUd6FABtiHioCzgJrw40kR9oRvZmI6zYB8aYQhUCkpr-IeKO5yo_Rg2NxuKBaDQZLaBsQdDpCR4bR61R549DtC5OXClPzIWaKrO4gb-L-4EK4CPPm9ZpzpCaGgLmQeMR2Q5gjeAOOFvUir4a0k7rwl-iajFZh1i4RsbiXaBsZWv6gTiu9oqNttS8R9sDi0ne-_i_uMveh3wPEmaWa5llVa1yKNcOyc-wK_6iByKK-lTbGPZ71u90gQNcEXRYvEfapXFYMpKrlDiS_60dwOgrhXUN7Kchypkz0jF95SPPELbaCN_NfAE5OkwVCdeFYrgGZnaUPor6Am_0rv0D90jpg0-i3GAVI_wM51gcEZtlgPABl1bjM08SOuT5WtPyOLzrCpqF0_dqF3Mer33c4e2OX2_mEQE5Qvfms6gCJrnvvKtwHF48r4mmHfJjfCwwIcur1cixbvIirJDwDtMq2dqNYbTrxNLt72Ejwt0m5Lmff25NbHgCOWEDy1ykYKVWX_Y7mqSWQgv08f1eSXtHU-CNO407tI0y3nskZZbokdJyY3Mz2VviKssVckshfqwE4KKUPgFzYdisaS27NJNMa0cRLNYatbgKcrpidqIrulOX6IzLl2KywILtmnKnTS6_evh-3YCHbUuoD2QuuJTHWb99My4iWJuQW3K_MEgznb-iXY_QY2SwnNgFoqsQcfpdWoPPQXVaxaZtrRwAbdiYhIRV9kIZ00sTbbeX2C-YEV61qJZir0JkuBulgS8o2YeBlWtVixqiYCiuuVA8JKBNJtb3rCXmPeu04CZMOheSLJ5cWC1LpIFVEAEzVqV5RoC03A24c20gqCqLcE1nMLxJ9LnTria0qZZnwoxToz9SoIqcSSOUR3gcdyuI5WNCHtfDBP0E6GT0zCoGgFLPEJHb82wnFHHhSIEjLPSNw5maceYGItQVmPETtMkR637M-bXpZ801yTlSnYaPlCNRzN7HAAsjszPXZZHwl9U4BU7uGdqQgJzpNV7amd_zMfLkLdIqD1FSqhknhlfPJS9UPGFcd6TbKOtTfcPzZ-aYRDn8yxn5edYxSHqGLUFEHDBQKydkXReRnECVhEScxJU-KUhJhHihXhUH4xzWmVON9ycTqUUNfZg_OPiXt2CIFM3TCeXBvhxABdGcbR0ab15QPC4FjCBzn4KW6Kam2vH6scBmIWEta8-cY1g6c0y_VuFQvHPqMUO_uPQEWmgS7asE-f_ZdS5XtgLOxR5vzVHflxeZwDN4gtSXYh3qqOzIE0C2wRhJwTvBlP2lq7e2olcwFk0dF5gvpnyE36HQ0wdezAG7wKqErDeF7Wp1fsKmcgQAlXykv-xI0VHQ3n2Dn9hDjlpxae6y1P1-e90q0XOQEgt8D1ILtOBsaIEmGIOkM_WzzMCxI2i5-LzhnKrI77nacE4Z7sCKeA_StUa6ezVnIcjmn-GmQcWroTE0Ja1KtXvKyy7XuEPQ_F02DLGHFj5BiHHRBj8cZyKG2-vv4ehLOaTSE8bAuD2suoRetqMoi7ktemJ3KY9Gi9xzWZNewopp7j4uFHMU3XeX_Miwsh-SvEBW0dRKmcLIkrWPcfOCwDqLw5HxndeDD1c53BtWiPKKXyg-zZvMpMzrsAdBYvpk2if7Mua2BvTJJxM42U4vEYYMKSmRlx3NAbhIQp89yk1GL0f1BgbBZgcuUZ6UoQiOimFq35QJR5rTOnqKbRpSPxFbrx0awj1Rk5bgS5A0mUxbMdV2nKllVECvAoinGKr69lh0xJZgPcGtddtLLVsrwW4BparMxpQ2x2HfANjm0l3HuCueEPjqojGmJCJ5NuisayB00Khml1AaWNR_DWlnDIorMpXCqVjEJ9cnp8kY_OVKBUldbDkqSgpj4F9nw7CDjNjpQZf-0oVzW-5s9vMcKR5O_IFgRLSgMtVkWntjm4p-krtBu_zX0yMAhvEIQZpaW-QEfnRtdeEQSmFtwgmZ7BocJHfpxiuew_fXSAbYcWnOBY8ATddvwJ848COQR6DZl4m4d276Wq5yB_u62thA1ehwRoCF6X2mVftX6WXM0H4b1QYyhFxC5enW9mZRujvFhzGNIFdvaC9vRrAWWQ6jsJyZU4c2uJDJ2xpJLLGYH8iPdNqW-Sh-dm-E-Xz0VbyXaaZ1l4eyX_FpitBRtGBY0NWz78bZCFF4xrqcv-vN4X0R5m2Zts0ym6D85F6pB3FtNgssuYMXtpt-AxNQMKDrciYawVxOhesBd8_Y75AIbC5VfCIkLhVxaAIPtkVss8_oz_BwxDKmfByOpio5QZIb51rUKxgidAzMkHtEa8rqvIV3o8VreN5V2N6wznBvsRTQ-T5u4VIuWucKdEvHW0fOIIt69ZLKpsiJsJCYBMXl7-tYBHllrM-UTz6Ir3ulD-_8qE_J9lOnOEc0Ac6y4jacAjJKjiGTK1OG0y9lZNqEcTa5jl7cn8xaDfr-A1KNOdpm0XtgG-cmvk1fKoWQMmZOuuDE4hlmWP-HIqqsPceZGldEMcBDy-Y3g4nQ7b5lokgLaAF4qOep-J0f2ont1K4v3w0ynfQEgeZ7-Wg7NApj_mGggO7lfKZOtsKp840mgCpu-RQeVFI73jwDE34eykMoTgl2oZYHdebs7Rg5aSkZlKYGVVdsGBhq0CEhlD_FDYF3QrY5kahgxsOyWF4swRNbdxGhig6E7tgChPnWtRfShsFp13RzFf-Lgke2pS-ZlnxkVGJ22aN97OwTll-ghC2tI8UvgKgbm44-FEyLi9YasbKPxDeMcQEU-dZr-g6FJjT2amc=",
          "id": "rs_064af6ee3d6528eb016a097efa208081918e14d53ad96d9b00",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n## Budget Phase 1.3 — Abschlussbericht\n\nBranch: `fix/manual-entry-uat-flows`  \nCommit: `7b2dd303e665aa1e57014b3782a662f2c2b0965c`  \nPush: erfolgreich  \nRemote-Verifikation: `LOCAL == REMOTE`\n\nDashboard läuft aktuell weiter unter:\n\n[http://100.85.29.67:5173/](http://100.85.29.67:5173/)\n\n## Runtime UAT\n\n- Runtime UAT durchgeführt: ja\n- Backend läuft: ja\n- Frontend läuft: ja\n- Migration 019 auf Runtime-DB: ja\n- Budget Overview lädt: ja\n- Budget Transactions lädt: ja\n- Budget-Konten lädt: ja\n- Budget-Kategorien lädt: ja\n- Budget Setup / Excel übernehmen lädt: ja\n- Seed Candidates sichtbar: ja\n- Runtime-DB Backup vor UAT erstellt: ja\n- Keine echten Beträge im Bericht: eingehalten\n\nRuntime Seed aktuell:\n\n- Seed Candidates gesamt: `45`\n- Budgetplan-Kandidaten: `33`\n- Kategorie-Kandidaten: `6`\n- Unclean Ranges: `6`\n- Income-Kandidaten in bestehender Runtime-Seed-Tabelle: `0`\n\n## Implementiert\n\n### ignored → reopen\n\n- Funktioniert: ja\n- Neue Aktionen:\n  - Wieder öffnen\n  - zurück auf pending\n  - Status ändern / später prüfen\n- Audit-Log: ja\n\nGilt backendseitig für alle Seed Candidate Types.\n\n### Unclean Ranges prüfbar\n\n- Funktioniert: ja\n- UI zeigt:\n  - Quelle / Sheet\n  - Zeile / Bereich\n  - erkannter Grund\n  - Vorschlag, warum nicht automatisch übernommen\n- Aktionen:\n  - ignorieren\n  - als Kategorie-Kandidat anlegen\n  - als Budgetplan-Kandidat anlegen\n  - später prüfen\n  - wieder öffnen, falls ignoriert\n- Audit-Log: ja\n\n### Einkommen aus Excel\n\n- Erkennung implementiert: ja\n- Bereich: Sheet `2026`, grob Zeilen 37–45, Spalten B–E\n- Kandidaten-Typ: Budgetplan-Kandidat\n- Kategorie-Typ: `income`\n- Buckets:\n  - Einnahmen > Lohn Marcel\n  - Einnahmen > Lohn Melanie\n  - Einnahmen > Gratifikation\n  - Einnahmen > Sonstige Einnahmen\n- Monats-/Jahreslogik: implementiert\n- Produktive Übernahme ohne Confirm: nein\n\nRuntime-Hinweis:\n\n- Im bestehenden persistierten Runtime-Seed sind aktuell `0` Income-Kandidaten vorhanden.\n- Lokal ist keine echte Budget-Workbook-Datei verfügbar, aus der ich den Runtime-Seed neu generieren könnte.\n- Die Income-Erkennung ist per Test mit 2026-Sheet-Struktur abgesichert.\n\n### Eindeutige Kategorien übernehmen\n\n- Aktion vorhanden: ja\n- Ablauf:\n  - Preview\n  - Confirm\n  - Kategorie anlegen/verknüpfen\n  - Audit-Log\n  - Seed Candidate auf confirmed\n- Duplikate vermeiden: ja, bestehende Kategorien werden idempotent wiederverwendet\n\nProduktiv in Runtime neu ausgeführt: nein — keine stille Übernahme ohne expliziten UI-Confirm. Sehr unromantisch, aber korrekt.\n\n### Bestätigte Budgetpläne übernehmen\n\n- Aktion vorhanden: ja\n- Ablauf:\n  - Preview\n  - Anzahl Budgetpläne\n  - Kategorie-Zuordnung\n  - Monats-/Jahreslogik\n  - Confirm\n  - Budget Plan Items erzeugen\n  - Audit-Log\n  - Budget Overview aktualisiert\n- Decimal-Text-Speicherung: ja\n- Idempotenz: ja\n- Keine Duplikate bei erneutem Confirm: ja\n\nProduktiv in Runtime neu ausgeführt: nein — ebenfalls bewusst nicht still ausgeführt.\n\n## Budget Overview\n\n- Planwerte anzeigen: ja\n- Geplante Einnahmen aktueller Monat: ja\n- Geplante Ausgaben aktueller Monat: ja\n- Geplantes Netto: ja\n- Tatsächliche Einnahmen: ja\n- Tatsächliche Ausgaben: ja\n- Tatsächliches Netto: ja\n- Budgetverbrauch: ja\n- offene Kategorien ohne Ist-Werte: ja\n- unbestätigte Review-Kandidaten: ja\n- Ohne echte Transaktionen wird „noch keine Buchungen“ statt Fehler angezeigt: ja\n\n## Seitenstruktur Budget\n\nUmgebaut:\n\n- Budget Übersicht\n- Budget Setup\n  - Kategorien\n  - Tags\n  - Konten\n  - Excel übernehmen\n- Budget\n  - Budgetpläne\n  - Monatsbudget\n  - Jahresbudget\n- Einkommen\n  - geplante Einnahmen\n  - tatsächliche Einnahmen\n- Ausgaben\n  - manuelle Ausgabe\n  - tatsächliche Ausgaben\n  - Import später\n- Budget-Auswertung\n  - Budget vs Ist\n  - Kategorienvergleich\n  - Monatsverlauf\n- Imports, später\n- Regeln, später\n- Fixkosten, später\n\nNoch nicht funktionale Seiten zeigen Coming-soon-Cards, keine leeren Fake-Tabellen.\n\n## Manuelle Testbuchungen\n\nGetestet auf temporärer Runtime-DB-Kopie, danach entfernt — echte Runtime wurde nicht mit UAT-Testbuchungen verschmutzt.\n\n- manuelle Einnahme funktioniert: ja\n- manuelle Ausgabe funktioniert: ja\n- Transfer funktioniert: ja\n- Kategorie-Zuweisung funktioniert: ja\n- Tag-Zuweisung funktioniert: ja\n- Budget Overview aktualisiert sich: ja\n- Audit-Log wird geschrieben: ja\n\n## Nicht implementiert, wie gewünscht\n\nBestätigt nicht gebaut:\n\n- VISA CSV Import\n- Migros/Cumulus Import\n- Rule Engine\n- Duplicate Engine\n- OCR/Kamera/Vision\n\n## Tests / Gates\n\nErfolgreich:\n\n- Python compile: ja\n- `pytest`: `361 passed`\n- `npm test`: `24 passed`\n- `npm run build`: erfolgreich\n- `ruff check`: erfolgreich\n- `git diff --check`: erfolgreich\n- Source diff secret scan: OK\n- Frontend build secret scan: OK\n- Git-Safety: OK\n- Keine Budgetdateien im Git: bestätigt\n- Keine Runtime-DB im Git: bestätigt\n\n## Git\n\n- Commit: `7b2dd303e665aa1e57014b3782a662f2c2b0965c`\n- Push-Status: erfolgreich\n- Branch: `fix/manual-entry-uat-flows`\n- Remote-Verifikation: erfolgreich, lokaler HEAD entspricht Remote-Branch\n\n## Offene Entscheidungen\n\n1. **Echte Income-Kandidaten in Runtime**\n   - Die Logik ist implementiert und getestet.\n   - In der bestehenden Runtime-Seed-Tabelle sind aber aktuell keine Income-Kandidaten enthalten.\n   - Für echte Runtime-Income-Kandidaten brauche ich die originale Budget-Workbook-Datei erneut als Input oder einen expliziten erneuten Seed-Lauf mit Workbook-Daten.\n\n2. **Produktive Bulk-Übernahme**\n   - UI/API-Aktionen sind vorhanden.\n   - Ich habe sie nicht still produktiv ausgeführt.\n   - Nächster kontrollierter Schritt wäre: im Dashboard Preview prüfen und dann bewusst „Eindeutige Kategorien übernehmen“ bzw. „Bestätigte Budgetpläne übernehmen“ klicken."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097f04cb28819189189ef2707cbb64",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_465be34ff0a5 matched watch pattern \"Local:\".\nCommand: set -euo pipefail\nexport VITE_API_BASE_URL=\"http://100.85.29.67:5173\"\nexec npm run dev -- --host 0.0.0.0 --port 5173\nMatched output:\n  ➜  Local:   http://localhost:5173/\n  ➜  Network: http://192.168.122.42:5173/\n  ➜  Network: http://100.85.29.67:5173/]"
    },
    {
      "role": "assistant",
      "content": "Bestätigt, Sir.\n\nDas ist nur die Watch-Notification vom laufenden Vue Dev Server:\n\n- Lokal: `http://localhost:5173/`\n- Tailscale/Netzwerk: `http://100.85.29.67:5173/`\n\nDashboard ist damit erreichbar. Kein Fehler — nur der Server meldet brav „ich bin da“, wie ein gut erzogener Butler mit Portnummer.",
      "reasoning": "**Acknowledging notification**\n\nI need to respond to the latest notification, but I'm thinking a simple acknowledgment might be enough. It looks like no tool is necessary for this task. I should also note that the process ID is different from before, which is interesting. Lastly, I'll ensure the final response is concise and in German. This should keep things clear and straightforward!",
      "reasoning_content": "**Acknowledging notification**\n\nI need to respond to the latest notification, but I'm thinking a simple acknowledgment might be enough. It looks like no tool is necessary for this task. I should also note that the process ID is different from before, which is interesting. Lastly, I'll ensure the final response is concise and in German. This should keep things clear and straightforward!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCX-f8owsjCrkU3CFnvY-pds9bjlkw_TN_MY_lk35wQd1bYQcxKza19fk-V-nAqlg8KfHWseSAFz8W15Orjy6GgGwZNIoPC1Sk2RA9VNrwP-t07-dqy06Te2cD8mBRQWiegKiY2lwLNpt2GKxQUvfFQfdIyJrwab26Am36-fUELULFSIAz5HSuYNOVTwMIKEXZQsa-Kzo2_Rmw1oW7NjDYg-ugBxMqs-TM4wJ8EL9IRgtAyOtsc27UGO-Q-BiznTjwgzr9q-9QkhYB_o4CHCJHHMICu6VHig90YShz0uAyV2ju4xGBeUQjyiKDOizQevLMpz_c7BZ66rlvh674D0zDWknD6OX8TxZppHzchdO11D9zhe78zCsQ0QOQW-NyzWbDuhwd1Y1tJQtXS6nUK_6Hz-jYt0S9mC_kyEOpMM_ej1zJ81hLxHHov8fNRle4b6jDtJIXmcqtgND5IM7p28U1CMD8cBXnUPjGMVApKfYBowDN7lmgkASDKOkC_0LDSXm7qJXyXXtmYRkpZDIGNfZdNpvjdBAWjVrN3Sn31szzCYb1v8kZKpeukBedX0rltXi75ryNWwq37_In4WdGT1zTKwcIyaqH_91_G0opfRZFGranJ3TQxJT2McMiIC7ju6WbMNbX8b6JC88DrVqSHg8v-F7LnrSb8dFzEj6KFjgJ35lpcVY9zEo6yJ06uWb6vtWv7rb0QoNNtt8nFwy73ZknsjdHYTDeJb-Knc7sX8wM9QF2AsBK6IVYCo91KvQLgdPNErVvUMhHd36FX2Z-tOzRaEmgXRC5vmEnUT2_ozBiANrM3_KRqPAsIQZzVj1FL6MZho8ElhJ6jHcjoE785n-2Ak4ud-tNYLwuM2c1HG4YSSLrZb9iZe0I-Di-gFoUu52rExPdhF1Zf-Kqj3FdEEaJIrGnvPzFG3YIJLCSfPVZq_YWHTLQf5KCQEEXzZgPfEUk1VxAlWAbssoEfAlV44R8rdjgbctsscfeWs-ZKxMt7TblBOLsFYX6FpO_Rx9VgmwrSZEn5Il9-hLM-46FgEbdpco6Mi20EIK2cQUiimCXgSfIzYR9D456x0jMr1AyS-8qLxYtQImAzzKqfhl0TU7DeVTJfGTAiJKccy3sx-OWLKD66k=",
          "id": "rs_064af6ee3d6528eb016a097f9d913481919c5d97ff1c2204df",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Acknowledging notification**\n\nI need to respond to the latest notification, but I'm thinking a simple acknowledgment might be enough. It looks like no tool is necessary for this task. I should also note that the process ID is different from before, which is interesting. Lastly, I'll ensure the final response is concise and in German. This should keep things clear and straightforward!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Bestätigt, Sir.\n\nDas ist nur die Watch-Notification vom laufenden Vue Dev Server:\n\n- Lokal: `http://localhost:5173/`\n- Tailscale/Netzwerk: `http://100.85.29.67:5173/`\n\nDashboard ist damit erreichbar. Kein Fehler — nur der Server meldet brav „ich bin da“, wie ein gut erzogener Butler mit Portnummer."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a097f9f35948191a7c3e6f30eb999a7",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Budget Phase 1.3 ist akzeptiert. Jetzt soll das Budgetmodul von „Setup/Seed“ zu einer echten Budget-Arbeitsansicht werden.\n\nBitte starte einen gezielten:\n\n# Budget Phase 1.4 – Budget 2026 Finalisierung, Ist-Buchungen & Budgetstatus\n\nZiel:\nDas Budget 2026 soll aus dem Excel-Tool kontrolliert in JARVIS weitergeführt werden. Kategorien und Budgetpläne sollen final angelegt werden. Effektive Buchungen sollen importiert, Kategorien zugeordnet und in einer Budget-vs-Ist-Ansicht ausgewertet werden.\n\nWichtig:\n\n* Keine echten Budgetdateien ins Git.\n* Keine echten Beträge im Chat.\n* Keine Runtime-DB ins Git.\n* Vor produktiven Runtime-Änderungen Backup erstellen.\n* Preview → Confirm → Audit bleibt Pflicht.\n* Keine stillen Mutationen.\n* Korrekturen nur über Audit/Adjustment/Reversal.\n* Kein VISA-/Migros-Massenimport ohne Dry Run/Review.\n* Keine Rule Engine als grosses neues Feature, nur einfache regelbasierte Erstzuordnung, soweit nötig.\n\n## 1. UAT-Testkategorien entfernen\n\nBitte folgende Test-/UAT-Kategorien entfernen oder endgültig archivieren, sodass sie im User-Dashboard nicht mehr erscheinen:\n\n* UAT12-20260516231955 Kategorie\n* UAT12-20260516231955 Unterkategorie\n\nBeide sind inaktiv und reine Testartefakte.\n\nVorgehen:\n\n* Backup Runtime-DB\n* Dry Run: prüfen, ob Transaktionen daran hängen\n* wenn keine echten Transaktionen: entfernen oder hart archivieren\n* Audit-/Cleanup-Event schreiben\n* keine echten Daten im Chat ausgeben\n\n## 2. Ignored Kandidat wiederherstellen\n\nIch habe versehentlich diesen Budgetplan-Kandidaten ignoriert:\n\n* Sheet: 2026\n* Kategorie: Versicherungen\n* Plan-Typ: monatlich\n* Beschreibung: Krankenkasse Familie\n* Status: ignored\n\nBitte diesen Kandidaten wieder auf pending oder needs_review setzen, sodass ich ihn erneut prüfen und übernehmen kann.\n\nAkzeptanz:\n\n* Kandidat ist wieder sichtbar\n* kann bestätigt werden\n* Audit-Log wurde geschrieben\n\n## 3. Kategorien final anlegen\n\nBitte die eindeutigen Kategorien aus dem Excel-Budget final als Budget-Kategorien anlegen.\n\nVorgehen:\n\n1. Preview anzeigen\n2. Kategorienliste im Dashboard\n3. Confirm-Aktion\n4. Kategorien anlegen oder mit bestehenden Kategorien verknüpfen\n5. keine Duplikate erzeugen\n6. Audit-Log schreiben\n\nKategorien sollen danach einzeln anpassbar sein:\n\n* umbenennen\n* Parent ändern\n* Typ ändern\n* archivieren\n* sortieren\n\nWichtig:\nKategorien sind keine starren Excel-Kopien, sondern JARVIS-Kategorien. Sie dürfen später bereinigt und umbenannt werden.\n\n## 4. Budgetpläne 2026 final übernehmen\n\nBitte alle bestätigten/eindeutigen Budgetpläne aus dem Sheet 2026 produktiv übernehmen.\n\nWichtig:\n\n* Beträge als Decimal-Text speichern\n* keine echten Beträge im Chat\n* idempotent: erneutes Confirm erzeugt keine Duplikate\n* Audit-Log\n* Budget Overview aktualisiert sich\n\nBudgetlogik aus Excel übernehmen:\n\n### Monatsbudget und Jahresbudget in gleicher Zeile\n\nIm Excel wird offenbar folgendes Prinzip genutzt:\n\n* Ausgaben, die monatlich anfallen, werden aufs Jahr hochgerechnet.\n* Jährliche Ausgaben werden auf den Monat heruntergebrochen.\n\nBitte genau so im Budgetstatus anzeigen:\n\nPro Kategorie/Position:\n\n* Budget pro Monat\n* Budget pro Jahr\n* Ist bisher laufendes Jahr\n* Ist bisher pro Monat / Monatsdurchschnitt\n* Prognose Jahr\n* Prognose Monat\n* Abweichung Jahr\n* Abweichung Monat\n* Ampelstatus\n\n## 5. Budgetstatus nach Kategorie umbauen\n\nDie Seite „Budgetstatus nach Kategorie“ soll wie eine echte Budgetkontrolle funktionieren.\n\nBitte Tabellenstruktur:\n\n| Kategorie | Budget Monat | Budget Jahr | Ist Jahr bisher | Ist Ø Monat | Prognose Jahr | Prognose Ø Monat | Abweichung | Status |\n| --------- | -----------: | ----------: | --------------: | ----------: | ------------: | ---------------: | ---------: | ------ |\n\n### Logik\n\nFür monatliche Budgetwerte:\n\n* Budget Monat = Excel Monatswert\n* Budget Jahr = Budget Monat × 12\n\nFür jährliche Budgetwerte:\n\n* Budget Jahr = Excel Jahreswert\n* Budget Monat = Budget Jahr / 12\n\nFür Ist-Werte:\n\n* Ist Jahr bisher = Summe bestätigter effektiver Ausgaben im aktuellen Jahr in dieser Kategorie\n* Ist Ø Monat = Ist Jahr bisher / Anzahl\nv\nergangener Monate oder Monate mit Buchungen\n\nFür Prognose:\n\n* Prognose Jahr = Ist Ø Monat × 12\n* Prognose Ø Monat = Prognose Jahr / 12\n* Abweichung = Prognose Jahr − Budget Jahr\n\n### Ampel\n\nFür Ausgaben:\n\n* Grün: Prognose <= 90% des Budgets\n* Gelb: 90–100%\n* Rot: >100%\n* Dunkelrot/Kritisch: >115%\n\nFür Einnahmen:\n\n* Grün: Prognose >= Budget\n* Gelb: 90–100% des Budgets\n* Rot: <90%\n\nWenn zu wenig Ist-Daten vorhanden:\n\n* Status: „Noch keine Daten“\n* keine Scheingenauigkeit\n\n## 6. Row Click auf Budget-Kategorie\n\nAuf der Budgetstatus-Seite:\n\nWenn ich auf eine Kategorie-Zeile klicke:\n\n* öffnet sich Detailbereich/Drawer\n* zeigt alle effektiven Ausgaben/Einnahmen in dieser Kategorie\n* filterbar nach:\n\n  * Monat\n  * Konto\n  * Händler\n  * Tag\n  * Status\n\nTransaktionen sollen dort bearbeitbar sein:\n\n* Kategorie ändern\n* Tag ändern\n* Beschreibung/Händler korrigieren\n* Betrag korrigieren nur über Adjustment/Reversal, nicht still überschreiben\n* Transaktion stornieren\n* Verlauf/Audit anzeigen\n\nAkzeptanz:\n\n* Row Click funktioniert\n* Transaktionsliste der Kategorie öffnet\n* Kategoriezuweisung kann geändert werden\n* Änderung schreibt Audit\n\n## 7. Effektive Buchungen importieren und zuordnen\n\nBitte jetzt nicht nur Budgetpläne übernehmen, sondern auch effektive Buchungen aus dem aktuellen Budgettool und verfügbaren Budget-Dateien kontrolliert importieren.\n\nQuellen:\n\n* Excel-Budgettool 2026\n* vorhandene CSV-Beispiele im Google-Drive-Ordner Finanzen/03 Budget\n* falls vorhanden: VISA-CSV\n* falls vorhanden: Migros-/Cumulus-CSV\n\nWichtig:\nDas ist noch kein fertiger Import-Automatismus für alle Zukunft. Es ist ein kontrollierter Erstimport/Seed von vorhandenen Buchungsdaten.\n\nAblauf:\n\n1. Dateien temporär lesen\n2. Struktur erkennen\n3. Buchungskandidaten erzeugen\n4. Kategorie vorschlagen\n5. Duplikate gegen bestehende Budgettransaktionen prüfen\n6. Review-Liste anzeigen\n7. Nur nach Confirm produktiv buchen\n\nKeine echten Beträge im Chat.\n\nBericht nur aggregiert:\n\n* Anzahl Buchungskandidaten\n* Anzahl eindeutig zugeordnet\n* Anzahl reviewpflichtig\n* Anzahl mögliche Duplikate\n* Anzahl ignoriert\n* Anzahl confirmed\n* keine Beträge im Bericht\n\n## 8. Automatische Kategorievorschläge MVP-light\n\nBitte keine grosse Rule Engine bauen, aber einfache Erstzuordnung:\n\n* wenn Excel-Zeile aus Kategorieblock kommt → vorgeschlagene Kategorie aus Block\n* wenn Merchant/Description enthält bekannten Kategoriebegriff → Vorschlag\n* wenn Migros/Cumulus → Essen & Haushalt / Grosseinkauf\n* wenn VISA-Merchant bekannt → einfache Händlerzuordnung\n* wenn unklar → Review nötig\n\nWichtig:\n\n* Vorschlag ist nicht final\n* Nutzer muss bestätigen\n* Audit beim Confirm\n\n## 9. Einnahmen-Seite ergänzen\n\nEinkommen aus Excel wurde bereits als Logik implementiert, aber Runtime enthält noch keine Income-Kandidaten.\n\nBitte echten Seed-Lauf mit dem Budget-Workbook machen und die Income-Kandidaten erzeugen.\n\nBereich:\n\n* Sheet 2026\n* Zeilen ca. 37–45\n* Spalten B–E\n* Marcel\n* Melanie\n* Gratifikationen\n* Sonstige Einnahmen\n\nBitte auf Seite „Einkommen“ anzeigen:\n\n* geplante Einnahmen Monat\n* geplante Einnahmen Jahr\n* effektive Einnahmen Jahr bisher\n* Prognose Jahr\n* Abweichung\n* Status\n\nKeine Beträge im Chat.\n\n## 10. Seitenstruktur präzisieren\n\nBitte Budget-Menü so strukturieren:\n\n### Budget Setup\n\n* Kategorien\n* Tags\n* Konten\n* Excel übernehmen\n* Seed Review\n\n### Budget\n\n* Budgetstatus nach Kategorie\n* Monatsbudget\n* Jahresbudget\n* Budgetpläne\n\n### Einkommen\n\n* geplante Einnahmen\n* effektive Einnahmen\n* Prognose\n\n### Ausgaben\n\n* effektive Ausgaben\n* manuelle Ausgabe\n* Import Review\n* Kategoriezuordnung\n\n### Budget-Auswertung\n\n* Budget vs Ist\n* Kategorienvergleich\n* Monatsverlauf\n* Prognose\n* Ampeln\n\n### Später\n\n* Imports\n* Regeln\n* Fixkosten\n* Duplikate\n* Migros/Cumulus Details\n* VISA Import\n\nNicht funktionale Seiten:\n\n* Coming-soon, aber nicht leer.\n\n## 11. Unclean Ranges funktional machen\n\nUnclean ranges sollen nicht nur angezeigt werden.\n\nFür jede unclean range:\n\n* öffnen\n* als Kategorie-Kandidat anlegen\n* als Budgetplan-Kandidat anlegen\n* als Income-Kandidat anlegen\n* als Buchungskandidaten anlegen\n* ignorieren\n* später prüfen\n* wieder öffnen\n\nBitte echte Aktionen hinter die Buttons legen.\n\n## 12. Tests\n\nBitte Tests ergänzen für:\n\n### Kandidatenstatus\n\n* ignored kann wieder auf pending gesetzt werden\n* versehentlich ignorierter Kandidat wird wieder sichtbar\n\n### Kategorien\n\n* eindeutige Kategorien werden final angelegt\n* Duplikate werden vermieden\n* Kategorie ist umbenennbar\n* Kategorieänderung schreibt Audit\n\n### Budgetpläne\n\n* bestätigte Budgetpläne werden produktiv angelegt\n* Monatswert → Jahreswert\n* Jahreswert → Monatswert\n* idempotenter Confirm\n* Beträge als Decimal-Text\n\n### Budgetstatus\n\n* Budget Monat und Budget Jahr in gleicher Zeile\n* Ist Jahr bisher\n* Ist Ø Monat\n* Prognose Jahr\n* Ampel Grün/Gelb/Rot\n* Income-Ampel invertiert korrekt\n\n### Row Click\n\n* Klick auf Kategorie öffnet Transaktionsdetails\n* Kategoriezuweisung ändern\n* Audit vorhanden\n\n### Buchungsimport\n\n* Buchungskandidaten aus Excel erkannt\n* Buchungskandidaten aus CSV erkannt\n* Kategorie-Vorschlag aus Quelle\n* Duplikaterkennung minimal\n* Confirm schreibt Budgettransaktion\n* keine Produktivbuchung im Dry Run\n\n### Einkommen\n\n* Income-Kandidaten aus 2026 Sheet erkannt\n* Income-Budgetpläne sichtbar\n* Einkommen-Seite zeigt Plan/Ist/Prognose\n\n### Safety\n\n* keine XLS/CSV ins Git\n* keine Runtime-Daten ins Git\n* keine Beträge im Testoutput\n* Git-Safety bleibt sauber\n\n## 13. Verifikation\n\nNach Umsetzung:\n\n* Python compile\n* pytest\n* npm test\n* npm run build\n* source secret scan\n* frontend build secret scan\n* Git-Safety\n* git diff --check\n* Commit\n* Push\n\n## 14. Abschlussbericht\n\nBitte berichten:\n\n* UAT-Kategorien entfernt: ja/nein\n* versehentlich ignorierter Kandidat wieder geöffnet: ja/nein\n* Kategorien final angelegt: ja/nein\n* Budgetpläne 2026 final angelegt: ja/nein\n* Income-Kandidaten erzeugt: ja/nein\n* effektive Buchungen importiert: ja/nein\n* Buchungskandidaten Anzahl\n* Budgetstatus nach Kategorie umgesetzt: ja/nein\n* Monats-/Jahresbudget in gleicher Zeile: ja/nein\n* Ist/Prognose/Ampel umgesetzt: ja/nein\n* Row Click auf Kategorie funktioniert: ja/nein\n* Transaktionen je Kategorie bearbeitbar: ja/nein\n* Unclean Ranges funktional: ja/nein\n* Tests\n* Git-Safety\n* Commit-Hash\n* Push-Status\n* offene Entscheidungen\n\nWichtig:\nJetzt geht es darum, das Budget 2026 wirklich in JARVIS nutzbar zu machen: Planwerte übernehmen, effektive Ausgaben importieren, Kategorien zuordnen, Budgetabweichungen sichtbar machen."
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYp9vHwusbPenWpHYm_l0D0tkYSSXM9mxY2z2BMrfQ6uFp4gkojmt-W0ki21re0CZtzS7JU7KJ-09f0DVWhfBrzzQapraCnQtjVt17Wu1la8rjjxjs55qfRZSHv8QWhvLn72CA_JJu9J9VZWNpRBBz3JwXi6LJoKRI92Km2k3da53ii2lVKiFetXe35rZmk7enflf_PxRa82ayfCKy7veUvCAiEfnweAwfQFC4lAVikATQ3cfflJJPrGMjQXgx56mFrTI69eNTxGK65JuKgn3eWlWqlz4ITtdziW2-FXV9lmvIAlcsU6OQ9OuFvMAFF_2OisTdztBq91ZwKgTqrpOoWiWCAptLodHJRCH3vsSZeRYJz7xma15TLTMrhF8ae0eAwwNth-dEQNSr46rzKvsp8014j4wDLHc_ILS4gkTBOo-w4cvpGM9BOYXL6XewkOE5HO6d7O0ZhNJIc-lJsCx1dd-B2vcuQhI6NazYT3rKXqlIQgeJKfBq1yuAyVL3-HWJUWxUtGWLz4R4FCXZwE2Z40W6v2v2Iwans6xDB-oZPQOI72nAtEV6NWZamRoEl31R1FYMGd21MSTpebD3rd441MPMT_JAnmv34eKs3vsPa85x5JV4IavzOH8uO79MWQY0VLuAX6NiyUcHY8PjRd8bXlIVppDXq1GEOHIxN3YjV0UJipecKfy5jlXSRhwwUGE1MrwE8_F8rSgoTAOUQR4hfcKsPzv8Dq7teyim4yjPdkEZ_IWmo17tgfrB5zi7RFmgA8YqjcJ7fAIoeGFa6zJQP0N9mDygR8e-SaFcz4rovjaSq_I0z3WWX-s3zLTt_Sv6Yt9ql26Bdm2aQAcplO90YYxdJATcYL4XsCFS0vCu6I086Dh1lB8CMhhaf2U4GZufssNHkZj6edp-pwMDN8Bc0slZE1a1p9pSRRuj8dG0K31Vdigqor381oVkCjpxb8xQycs1h8UeEDJzV9Axn9aw_114u7vPKYNLFkkY2vgPzu7Hk1rkisLsa13U4f3Xe-3BRzn0UfTd6FfxlILg6HNeXrT8mPCzQ4jVYERcIDEfcnhaZ2TfJGM8Px4nxSqibD7w9jRn2wTVzvdvNlivxh4qXyeNA1yDokNoozh433Ohw4Fw6-HlNb8nYAmJnGT7HuEhJUT44nrhbRHNYVUD5TUpatraeNxaX19eCufw8xr40nvo8XwNqRjYnvKVUoxg90-ZsVvf5u9nRM5wUJh4Mr9yjt8i-V1pXifJTeWVf3eViTJQfc3h10ePD3810g9V24QfDCLkL840A48EMmuVmGTtdx1Yo8gh6ZEJqtWKoF7LbA0diiPh9UV8SIrSJaUsj4CUC8D5fvZZlqYsrwWvLoua7KSKumVel-WgDa9SRbPzR5dOx5w1c9m4HNOgbvTfdE5i4sh1L2A_SpR8nSBKjJHL5jfTRZW4LbUFUqpCVLN1casVP5BeedP9AwSHym0bU2wgboKwvUK624dW3BUowcBQrY9j-JgZzQcIa4MS-ypY0CC2sHJk65UDcebIS77rRQB5yDjQe_ikN8B3smK40qgxlyoLXV_A7I8Em4c51QnycC0ptZiFOIUllNQ34REORF2YocuTOwKuiN5OmhM-Nqsg78GL0YhmZEQcFaS4Lznv5iIwuKBOkWjFxulKb1unNIxcejKmpstRRsN2jaGSmYiIBfLfMWpYlwboGqQdAWSqmuknFxGILMmOcShwVKHot9Y2sPCGsK4iaVC2sYouqeOQb3xBOMt6aFh9L5DxWbs6gmxgG0Kb6xeHLjcmp1MAe96pe5o6uxqy3zDEEomqcsXQN5BQ==",
          "id": "rs_064af6ee3d6528eb016a098a79db688191ba4498a6eafc9b1a",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_wvR7l63AsRQ0dybbmOin7OQo",
          "call_id": "call_wvR7l63AsRQ0dybbmOin7OQo",
          "response_item_id": "fc_064af6ee3d6528eb016a098a7d305c8191acf0b0ce24dcdb17",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"finance-system-architecture\",\"file_path\":\"references/budget-phase12-excel-seed-review.md\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_view",
      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"file\": \"references/budget-phase12-excel-seed-review.md\", \"content\": \"# Budget Phase 1.2 — Excel Seed Candidate Review Workflow\\n\\nUse this reference when extending the FinanceManager Budget/Cashflow module from workbook dry-run analysis into persistent review candidates and a Vue/FastAPI review UI.\\n\\n## Durable workflow pattern\\n\\n- Keep the Excel workbook outside Git and treat it as temp/runtime-only input.\\n- Parse workbook structure first and report only aggregate counts; never echo real budget amounts or raw rows in chat.\\n- Persist workbook-derived rows into a dedicated candidate table, not productive budget tables.\\n- Preserve the write boundary:\\n  - Seed/dry-run: may create `budget_seed_candidates` only.\\n  - Preview/Review: may show proposed category/plan rows and unclean ranges.\\n  - Confirm: only then creates/updates productive `budget_categories` / `budget_plan_items` and writes audit.\\n  - Ignore: marks the candidate ignored and writes audit.\\n- Verify that seed persistence causes **zero** productive `budget_plan_items` mutation before confirm.\\n- Keep unclean or ambiguous rows visible as review items; do not silently drop them.\\n- If the accepted dry-run analyzer already has validated aggregate counts, align the persistent seed parser to those counts. Any mismatch is a safety signal, not a cosmetic issue.\\n\\n## Excel parsing lessons\\n\\n- `.xls` support may require `xlrd`; keep this optional and fail with a clear dependency message when absent.\\n- Budget sheets may use `Monatlich`/`Jahr` style columns rather than explicit `Kategorie` headers; reuse the same structural heuristics as the validated dry-run analyzer where possible.\\n- Section/category rows can look like normal rows but lack amounts. Persist them as category candidates and/or unclean ranges requiring review.\\n- Monthly-only source rows from broad workbook columns may be safer as unclean/review-required unless the existing dry-run semantics classify them as seed-suitable.\\n- Do not treat workbook formulas, totals, and rest/net rows as automatically clean imports; they need review semantics unless explicitly classified.\\n\\n## Frontend/API pattern\\n\\n- Add a dedicated Budget Setup / Excel übernehmen page instead of hiding this inside the normal overview.\\n- Display aggregate candidate counts, candidate type/status/confidence, and unclean ranges.\\n- User Mode should avoid raw technical IDs; Review/Admin UI may expose source sheet/range enough to identify the Excel row.\\n- Add API helpers for list/confirm/ignore seed candidates.\\n- Keep confirm/ignore buttons explicit and show errors without leaking raw provider/secret details.\\n\\n## Phase 1.3 — Seed Review UAT / controlled takeover additions\\n\\nWhen moving from review-only seed candidates into controlled productive takeover:\\n\\n- Create a Runtime DB backup before any productive confirm/UAT with side effects.\\n- Keep report output aggregate-only; local dashboard may show values for review, chat must not echo real amounts.\\n- Add explicit status recovery actions for all candidate types: reopen, set pending, set needs_review/later, ignore; every status change writes audit.\\n- Treat `unclean_range` as a first-class review object: detail view with sheet/range/reason/proposal and conversion actions to category or budget-plan candidate.\\n- Income candidates from the 2026 sheet should be extracted from the user-specified income area (roughly rows 37-45, B-E) as review candidates only; categorize as `income` under Einnahmen buckets (Lohn Marcel, Lohn Melanie, Gratifikation, Sonstige Einnahmen). No productive write without confirm.\\n- Bulk takeover actions must be preview -> confirm -> audit and idempotent. Existing categories/budget plans must be linked/skipped, never duplicated.\\n- Use a temporary Runtime DB copy for manual UAT test bookings where possible, so income/expense/transfer/audit behavior is verified without polluting the real Runtime DB.\\n- If the original budget workbook is absent and only already-persisted candidates exist, report that income extraction cannot be regenerated from the real workbook until the workbook path/input is supplied.\\n\\n## Verification gate\\n\\nRun and record, in this order:\\n\\n1. Backend focused tests for seed candidates, confirm/ignore/reopen/status, unclean conversion, income extraction, idempotent bulk takeover, audit, and no productive mutation on seed.\\n2. Frontend focused tests for Budget Setup render/actions.\\n3. Runtime seed against the real workbook with aggregate-only output: candidate counts, unclean count, and `productive_budget_plan_mutation=false`.\\n4. Full backend compile/pytest with `JARVIS_FINANCE_DB_PATH` unset unless a test explicitly needs runtime DB.\\n5. Frontend `npm test` and `npm run build` from `frontend/`.\\n6. Build-artifact secret scan before deleting `frontend/dist`.\\n7. Remove generated `frontend/dist`, `frontend/node_modules`, `.pytest_cache`, `.ruff_cache`, and similar caches before Git-safety.\\n8. `ruff check` on changed Python files, `git diff --check`, Git-safety, source diff secret scan.\\n9. Commit/push and verify local hash equals remote branch hash.\\n\\n## Tooling pitfall\\n\\nIf a shell cleanup such as `rm -rf frontend/node_modules frontend/dist .ruff_cache` is blocked by an agent process guard, perform the cleanup with a short Python script using `shutil.rmtree`. Capture the cleanup pattern, not a claim that shell cleanup is generally broken.\\n\", \"file_type\": \".md\"}",
      "tool_call_id": "call_wvR7l63AsRQ0dybbmOin7OQo"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_zQCOPHVgV5naNGDAhA9qx2g8",
          "call_id": "call_zQCOPHVgV5naNGDAhA9qx2g8",
          "response_item_id": "fc_064af6ee3d6528eb016a098a839d64819182dc7966cf7ed93d",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"github-pr-workflow\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_view",
      "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\\nDo not set token-bearing remotes, print token values, or leave askpass scripts behind.\\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_zQCOPHVgV5naNGDAhA9qx2g8"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_VbGrNo23y609lSIojjfqiIY2",
          "call_id": "call_VbGrNo23y609lSIojjfqiIY2",
          "response_item_id": "fc_064af6ee3d6528eb016a098a86b07081918a2d9c0809c11b2d",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"todos\":[{\"id\":\"scope\",\"content\":\"Phase 1.4 Scope/Code/Runtime-Stand inspizieren und sicheren Branch herstellen\",\"status\":\"in_progress\"},{\"id\":\"runtime-cleanup\",\"content\":\"Runtime-Backup, UAT-Kategorien bereinigen, versehentlich ignorierten Kandidaten reopen mit Audit\",\"status\":\"pending\"},{\"id\":\"backend14\",\"content\":\"Backend Phase 1.4: Budgetstatus, Kategorie-Edit/Audit, Row-Detail, Import-Kandidaten, Unclean-Aktionen, Income-Seed erweitern\",\"status\":\"pending\"},{\"id\":\"frontend14\",\"content\":\"Frontend Phase 1.4: Budget-Arbeitsansichten, Menüstruktur, Row-Click/Drawer, Import Review/Einkommen\",\"status\":\"pending\"},{\"id\":\"runtime-seed\",\"content\":\"Produktive Kategorie-/Budgetplan-/Income-/Buchungskandidaten-Preview/Confirm kontrolliert ausführen, aggregiert prüfen\",\"status\":\"pending\"},{\"id\":\"tests\",\"content\":\"Backend/Frontend/Safety-Tests für Phase 1.4 ergänzen und ausführen\",\"status\":\"pending\"},{\"id\":\"verify\",\"content\":\"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check\",\"status\":\"pending\"},{\"id\":\"commit-push\",\"content\":\"Commit, Push, Remote-Hash verifizieren, Abschlussbericht aggregiert liefern\",\"status\":\"pending\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"scope\", \"content\": \"Phase 1.4 Scope/Code/Runtime-Stand inspizieren und sicheren Branch herstellen\", \"status\": \"in_progress\"}, {\"id\": \"runtime-cleanup\", \"content\": \"Runtime-Backup, UAT-Kategorien bereinigen, versehentlich ignorierten Kandidaten reopen mit Audit\", \"status\": \"pending\"}, {\"id\": \"backend14\", \"content\": \"Backend Phase 1.4: Budgetstatus, Kategorie-Edit/Audit, Row-Detail, Import-Kandidaten, Unclean-Aktionen, Income-Seed erweitern\", \"status\": \"pending\"}, {\"id\": \"frontend14\", \"content\": \"Frontend Phase 1.4: Budget-Arbeitsansichten, Menüstruktur, Row-Click/Drawer, Import Review/Einkommen\", \"status\": \"pending\"}, {\"id\": \"runtime-seed\", \"content\": \"Produktive Kategorie-/Budgetplan-/Income-/Buchungskandidaten-Preview/Confirm kontrolliert ausführen, aggregiert prüfen\", \"status\": \"pending\"}, {\"id\": \"tests\", \"content\": \"Backend/Frontend/Safety-Tests für Phase 1.4 ergänzen und ausführen\", \"status\": \"pending\"}, {\"id\": \"verify\", \"content\": \"Compile, pytest, npm test/build, Secret Scans, Git-Safety, diff-check\", \"status\": \"pending\"}, {\"id\": \"commit-push\", \"content\": \"Commit, Push, Remote-Hash verifizieren, Abschlussbericht aggregiert liefern\", \"status\": \"pending\"}], \"summary\": {\"total\": 8, \"pending\": 7, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}",
      "tool_call_id": "call_VbGrNo23y609lSIojjfqiIY2"
    },
    {
      "role": "assistant",
      "content": "Verstanden, Sir. Ich starte Phase 1.4 gezielt und halte mich an die Leitplanken: Backup vor Runtime-Änderungen, Preview→Confirm→Audit, keine echten Beträge im Chat, keine Budget-/Runtime-Dateien ins Git. Zuerst sichere ich Branch/Status und inventarisiere Code + verfügbare Runtime-Dateien aggregiert.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Verstanden, Sir. Ich starte Phase 1.4 gezielt und halte mich an die Leitplanken: Backup vor Runtime-Änderungen, Preview→Confirm→Audit, keine echten Beträge im Chat, keine Budget-/Runtime-Dateien ins Git. Zuerst sichere ich Branch/Status und inventarisiere Code + verfügbare Runtime-Dateien aggregiert."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098a939d7c81919a5a2b1196706f1e",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_2rOPTj33D6w1WEYSdtouQIAe",
          "call_id": "call_2rOPTj33D6w1WEYSdtouQIAe",
          "response_item_id": "fc_064af6ee3d6528eb016a098a9a981481918987b1592ffcba5f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ngit status --short\\ngit branch --show-current\\ngit rev-parse HEAD\\npython - <<'PY'\\nimport sqlite3, os\\np=os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3')\\nconn=sqlite3.connect(p); conn.row_factory=sqlite3.Row\\nprint('runtime_db_exists', os.path.exists(p))\\nfor table in ['budget_categories','budget_plan_items','budget_seed_candidates','budget_transactions','audit_log']:\\n    try:\\n        print(table, conn.execute(f'select count(*) from {table}').fetchone()[0])\\n    except Exception as e:\\n        print(table, 'ERR')\\nprint('schema_max', conn.execute('select max(version) from schema_migrations').fetchone()[0])\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        },
        {
          "id": "call_QOUUEmMeO0MmsueC5opPFcH3",
          "call_id": "call_QOUUEmMeO0MmsueC5opPFcH3",
          "response_item_id": "fc_064af6ee3d6528eb016a098a9a9828819191a9dfac1347e868",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"pattern\":\"*.xls*\",\"target\":\"files\",\"path\":\"/home/agent\",\"limit\":20}"
          }
        },
        {
          "id": "call_pCfLTIIFqMvn9869Ge7gbdfE",
          "call_id": "call_pCfLTIIFqMvn9869Ge7gbdfE",
          "response_item_id": "fc_064af6ee3d6528eb016a098a9a983081919bfc3991dc3f1852",
          "type": "function",
          "function": {
            "name": "search_files",
            "arguments": "{\"pattern\":\"*.csv\",\"target\":\"files\",\"path\":\"/home/agent\",\"limit\":40}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"fix/manual-entry-uat-flows\\n7b2dd303e665aa1e57014b3782a662f2c2b0965c\\nruntime_db_exists True\\nbudget_categories 18\\nbudget_plan_items 21\\nbudget_seed_candidates 45\\nbudget_transactions 4\\naudit_log 613\\nschema_max 19\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_2rOPTj33D6w1WEYSdtouQIAe"
    },
    {
      "role": "tool",
      "name": "search_files",
      "content": "{\"total_count\": 4, \"files\": [\"/home/agent/jarvis_runtime/finance-system/imports/broker_mapping_analysis_20260515T082614Z/260514_uebersicht_alle_Anlagen.xlsx\", \"/home/agent/jarvis_runtime/finance-system/imports/tmp_btc_test/crypto_coins_source.xlsx\", \"/home/agent/19e08517cc666f67_ANGjdJ86_Krankheitsverlauf Augenlidentzündung.xlsx\", \"/home/agent/Gesundheit/attachments/Laborwerte_Uebersicht_2021-2025.xlsx\"]}",
      "tool_call_id": "call_QOUUEmMeO0MmsueC5opPFcH3"
    },
    {
      "role": "tool",
      "name": "search_files",
      "content": "{\"total_count\": 40, \"files\": [\"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/sfc64-testset-2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/sfc64-testset-1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/philox-testset-2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/philox-testset-1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/pcg64dxsm-testset-2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/pcg64dxsm-testset-1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/pcg64-testset-2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/pcg64-testset-1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/mt19937-testset-2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/random/tests/data/mt19937-testset-1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-tanh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-tan.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-sinh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-sin.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-log2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-log1p.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-log10.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-log.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-expm1.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-exp2.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-exp.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-cosh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-cos.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-cbrt.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arctanh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arctan.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arcsinh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arcsin.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arccosh.csv\", \"/home/agent/jarvis_runtime/finance-system/venv/lib/python3.12/site-packages/numpy/_core/tests/data/umath-validation-set-arccos.csv\", \"/home/agent/jarvis_runtime/finance-system/exports/true_wealth_mapping_review_template.csv\", \"/home/agent/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv\", \"/home/agent/Downloads/trade_history_neu10_c.csv\", \"/home/agent/Downloads/trade_history_neu10_b.csv\", \"/home/agent/Downloads/trade_history_neu10_a.csv\", \"/home/agent/Downloads/trade_history_neu9L.csv\", \"/home/agent/Downloads/trade_history_neu9k.csv\", \"/home/agent/Downloads/trade_history_neu9i.csv\", \"/home/agent/Downloads/trade_history_neu9h.csv\", \"/home/agent/Downloads/trade_history_neu9g.csv\"]}",
      "tool_call_id": "call_pCfLTIIFqMvn9869Ge7gbdfE"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Accessing Google Drive**\n\nOkay, I don’t need to summarize anything just yet. It looks like I need to proceed without an actual budget XLS file in hand. The user mentioned their Google Drive, so I might need to use my Google Workspace skills to fetch that information. I’ll load it up and see what I can find. Let’s make sure I get this right to help the user effectively!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Accessing Google Drive**\n\nOkay, I don’t need to summarize anything just yet. It looks like I need to proceed without an actual budget XLS file in hand. The user mentioned their Google Drive, so I might need to use my Google Workspace skills to fetch that information. I’ll load it up and see what I can find. Let’s make sure I get this right to help the user effectively!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYqqtWDMw42gw0QfnqsDhCund8Tt95B-tNDssVBB6SfjNrA8vxRt9No9wSG4LCqPlhc1Ola_Zf0F-v0kyEDgAZKdL9F6Swlsk9texkseOOSKdvrNPDyn44b0_Gr0Y34oQPZbZKTebKNMAYJQ4IInBwb5K2KQY-k_0sZ6WIr2LFbhtNKNrNPzVLV_m4Q8PeiRsVqAXWZrJVhP9LVvFmo85Q8mUp9uz4AjOCPG4MOeNMG5JTMiWjwREmuoF_kpgFAnWgNxp4ZIX9zIxYKPhxm35oDD9En0FvkQIGDYevUtIFhy8ZgYawp2zCkd7_gNRLEXgbOj9IHFDabs-mYnSVOzHLYuBL68C3XCFz0oD7bqNG1klBXKTwIdRz3b7kpnFypmjCkb84hduuv1LHmUavT05Waml49QvpRhnYtaa2EUPS7XPCRSdfN7gYSJqnhq1RHtyUlDpbD3In8eaFjo8QDsbHI2uHi99vtwRXKx7SATq2XhlsXXs_I60PcX4zfXKmJN_JDzsNlcXx8epZrPBcaZic12OaFp3PveWSJFkH5T5U810kv2V89N7q-9PwJo3aqcPdhm6z4I9E0UhTBtemnjA5AOu-G6rGpm_hE6fJgqgkgM3Vmxu9ypQsxuavlFXOy3CeMgyGoSsmxwJc4JyUedzjeBHKyK4XG8Z3LdtqXtphQY-iYlpK6D1rmAVStrBVI6BV-UOs-DknSgIsoVY1TGUhrCvILQiXzehr7J9cA4YOL6o3d2cZALJpBA373kNn0F_qm6dNcierxt7Er226jn4n_4ukicTDyFjBsgijXwjcAzhDk8oYQ0WGzyzz2Pae6oPWX51T8zHtKNq7PKo0iEZiid8qgMwavGWwEUMBwrVOoG6sJxYyIvjMDHQ7y_Mk-PZuXP6LLLJBjzrdQUzf8WyZJhvGpMRmrFllgCmgpV04APg0QcpE6UD0SxO72UiHHOYgbstpR7_Ooe-0Gk94O36yN6n4dH_QO4-cQZEsfKSuUDXo6Y11blL0DmOUU-xh5ilRZREwDt3UURDh2kEsxSm4RnvxfG3dFbIqsfRzZCPZ7qPUJvsTAKqOAjO4fHxQdncSUX51EurgMomeoD_Ojb5DS6FhVL7iZkXqaaYee7jMX6sqeOzXJ1gr_yk0SgUUYZZNQgsZyYJcLRI3CXxwsysUDVkw==",
          "id": "rs_064af6ee3d6528eb016a098aa8bf388191a5d22c5be843f6d4",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Accessing Google Drive**\n\nOkay, I don’t need to summarize anything just yet. It looks like I need to proceed without an actual budget XLS file in hand. The user mentioned their Google Drive, so I might need to use my Google Workspace skills to fetch that information. I’ll load it up and see what I can find. Let’s make sure I get this right to help the user effectively!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_uJ3uYmLHIkdCz0jwAsvKbBDE",
          "call_id": "call_uJ3uYmLHIkdCz0jwAsvKbBDE",
          "response_item_id": "fc_064af6ee3d6528eb016a098aaaf4048191b8a712229e0c7ff7",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"google-workspace\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_view",
      "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\\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\\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/gmail-search-syntax.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_uJ3uYmLHIkdCz0jwAsvKbBDE"
    },
    {
      "role": "assistant",
      "content": "Der lokale Runtime-Stand hat keine Budget-Workbook-Datei im erwarteten Runtime-Bereich; ich werde deshalb parallel Google Drive `Finanzen/03 Budget` über den vorhandenen `gog`-Client prüfen und die Datei nur temporär/runtime-lokal verwenden, falls erreichbar. Zuerst branch/backup/cleanup.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYqwNkIRom_vA8GFtL1neDiBxygfSY8mS0izu88wIHGYSseibnS-ly_0pZXTZUA-dhSYjOX8-VtQep5BdHW5W03Xt_nOgCCwlwqdSTM5YZ9VyrizFYTP-wxkfa_vPFfnWrenbH_PTV-W5reN16SQTYnPhxsIPM7eVq5YhDOTCfImDJcDS3SRudeHUqgafsEPHv1WcLfInQO8Xlhptv67CH8oHof2uo5is_MYuLxCOMrMQlhOnbJYhiZJ5-rNRTHlWcnWCeAeXYzi2oDEPg26ClLePzOgV87X1S38kF4I4oD85pwfx8abo2h4M6mCGr1EZWrMjnQnH6sj2TkBIvX41-tiIfmwJ2F8ROj8df8ZtKDvMSy6u2AC6dHcg2kAv9kQEyw3G561uz1mji99NUZiB6_v8viGCPswRhk17df41XYDh6fEt8JbNnkBC6T8wK8SMCqdn6dCvZoFSU6hnyFDl9oQh65jolee9QTGodM4UMFu1u-jWip6d8JD7YpaAv1zEZPcdRbkXEnCt7o8mX1eKIxryFxuphYKJ5cLPEOC2lVHByxDlDbE8AkoGPHZx1Y6HB1Xoh3e-cG1aW8fnqOKeObwzYwe-CmEuoU1ADGSFx58MO6WXXVPHlTsYYK8GflG2IHe0JdelypIWk3VYUVacaatEke6H1-anHOUVIccMwTOQ2BKcDl6bC_pJUaRIciUuKF9YWOQg4rwToUwxMNtnPI4syXowfiawd1zet3Q5kx9dtlXWSghJgoofsEi0000eL5LkwDj309-cj45tQ88jVObwlBuSY-mjnQcmt3KhPMRODSrCfViBBLMpDblnXRlOaJn_q8s4S42_dsHx1RbfTcgWAg41BTfc6HQi2oJeX95paglua50QZW29eTz0QsMRyZfPFQ9xIzfSlmVo99shx8OlbWr-t7_PdBFpnyNOEGGk5G6fDjqT6PDNp206bi5ZhaWgK9Wyyoc0v1ZxX9EEYsM2zk5UIyPqv1ZsVnJq0ZxtfWmAn3iomTJ3S_Y20e08CkLLlPUqMboQXDYnD3ozcN1g0FajB0KpLOPU-Ioz39CbYzfzLWxHp-pno2GrKkAP8TuFcm4g52kt9cIIC9GKqDKOMybtdHr0IdtDAFJT6SDd6lBUX9LIomZQaR0KzykE2w2WFl1tYZ6fIgSdXu7Gfp2LelCfCmCIL_nz7-4Qf4OGjvQBrvN8YR-za8r2Ytv1qz-x1cY4qMUxmzzFQ5tJq87sPmYr2iwkz6lSgpR1ySwdYLTTBJnt0oLYLmDAMCt4XITnqckQXHFxHX5Pf9NcChyguJGZQuNoUfsACHs0Y88Xqtx2mxheLCsdBngEeEgH7AqG47mD0ZbigoUE8uGH6Ep-ZTYTFK9mof8KEuKTcD20wSzeY7Zyl94KI9ttK6RaIoWz9On13T2JoVulDSBBm7gI1YnBpBfH02HF4_48AUao8qQ65JGM9YXyM7AxDq3BvvIIm9hHMQB1v0ls7eesLTQonj6P2lf_Hl2luZctUXRg4WXO1Sf20wXvPnXmSRLMwtHJQ0cnl2wkTnx2jpJ7Ms2qJltAiFkOqr_BifYm2JeNG1e3ZmuuQHu3yc7nb3XFqidOcCKrs3yWfQI7jUpUt4_EM96yJjxQtlxI6tqaUcqT1FYIk5g2lILXUdvuu4XgWmFyLKs_46OPGLTt3RFjvZK-_CqDdKYzTLQzLbeJB9yZOc=",
          "id": "rs_064af6ee3d6528eb016a098aad5140819193e4e7c22b646187",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der lokale Runtime-Stand hat keine Budget-Workbook-Datei im erwarteten Runtime-Bereich; ich werde deshalb parallel Google Drive `Finanzen/03 Budget` über den vorhandenen `gog`-Client prüfen und die Datei nur temporär/runtime-lokal verwenden, falls erreichbar. Zuerst branch/backup/cleanup."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098ab003588191809d6f8debfa1ce2",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_x0MhaGR4M5uCTkrtqQiyk16R",
          "call_id": "call_x0MhaGR4M5uCTkrtqQiyk16R",
          "response_item_id": "fc_064af6ee3d6528eb016a098ab117e881918b4038b0bd9b9c26",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nif [ -n \\\"$(git status --porcelain)\\\" ]; then echo 'working_tree_dirty'; git status --short; exit 1; fi\\ngit checkout -b feat/budget-phase-1-4\\nSTAMP=$(date +%Y%m%d_%H%M%S)\\nDB=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nBACKUP_DIR=\\\"$HOME/jarvis_runtime/finance-system/backups\\\"\\nmkdir -p \\\"$BACKUP_DIR\\\"\\ncp -p \\\"$DB\\\" \\\"$BACKUP_DIR/finance_phase14_${STAMP}.sqlite3\\\"\\npython - <<'PY'\\nimport sqlite3, os, json\\nfrom datetime import datetime, timezone\\np=os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3')\\nconn=sqlite3.connect(p); conn.row_factory=sqlite3.Row\\nnames=['UAT12-20260516231955 Kategorie','UAT12-20260516231955 Unterkategorie']\\nrows=conn.execute('select category_id,name,is_active from budget_categories where name in (?,?)', names).fetchall()\\nprint('uat_categories_found', len(rows))\\nattached=0\\nfor r in rows:\\n    c=conn.execute('select count(*) from budget_transactions where category_id=?', (r['category_id'],)).fetchone()[0]\\n    pitems=conn.execute('select count(*) from budget_plan_items where category_id=?', (r['category_id'],)).fetchone()[0]\\n    print('uat_category_has_transactions', bool(c), 'has_plan_items', bool(pitems))\\n    attached += c+pitems\\nprint('uat_categories_safe_to_archive', attached == 0)\\nPY\\nprintf 'backup_created=yes\\\\n'\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"Zu neuem Branch 'feat/budget-phase-1-4' gewechselt\\nuat_categories_found 2\\nuat_category_has_transactions True has_plan_items False\\nuat_category_has_transactions True has_plan_items False\\nuat_categories_safe_to_archive False\\nbackup_created=yes\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_x0MhaGR4M5uCTkrtqQiyk16R"
    },
    {
      "role": "assistant",
      "content": "Dry Run zeigt: Die zwei UAT-Kategorien hängen an Transaktionen. Daher kein Hard Delete. Ich archiviere/härte sie dashboardseitig und schreibe ein Cleanup-Audit, ohne Transaktionshistorie zu brechen.",
      "reasoning": "**Archiving inactive categories**\n\nI'm thinking about how to handle the UAT categories that are inactive and should be treated as pure tests. I don’t think we need a hard delete; maybe archiving them is a better approach, instead of having them clutter the dashboard. It feels reasonable to keep inactive categories hidden. I need to inspect the category service and conduct an audit cleanup. I also want to understand the audit log schema to proceed correctly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Archiving inactive categories**\n\nI'm thinking about how to handle the UAT categories that are inactive and should be treated as pure tests. I don’t think we need a hard delete; maybe archiving them is a better approach, instead of having them clutter the dashboard. It feels reasonable to keep inactive categories hidden. I need to inspect the category service and conduct an audit cleanup. I also want to understand the audit log schema to proceed correctly.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYq-sDMPD4FQoqHJMipKnAmuW2HlQOEi-sijsNOuBqD-dhGBJYkj79ujtJkuV7M50EQJfaXRVFIK11yleR4ovzFeAeZF3zI1CmxjM9kF3VOigh86PwbyBJ-IlrAmIYqCsEtvD0HtehOpYRWlP0a3_-ef8LIlODaznxbSv_BBoUtAxlJf1YS4-kjFZEq86wCukl63Gbq6qsDvZDfKCy48vElK_V8eiE5TR_nqvCVeqkv0CI976Anigx3r4h_N2ZZrB2CRc2jU1Jlehk9Z_gEov6-IHz_L4BtMcY7riTQ39qlaUuWvS5sfXQBzNfYSc4RVfFu3FcJA9wW5E_CFp2paWT0yGEA65DRP2ef0lwKSPaJeKTXO9W9XiV6HVnxJ1Vcd39Jq6k1eiFxTNfE_ZzkckDxnXiL_zXxg6A5fZats45mpFKYbU4iaYdVSOBnw28LZ9BQUw3jvtnCCGE80ok_kiQ6T9TXawd-RGvOsUfVvlV3KEaRDenf_dxgSkIVov4njNq6VO8s75BvuF9efuautFJi-b-s-Rkw34Im_CBvmxgVC4i1EJQ19e16T5ZWeUTjnrWg_bVhEoehn5M-8PRa206dlJW2f0JQkjbIQszcwWn6Waz9AuksetPngBBa39fKMxzZ3kz1r72TQOxydi2awtMd_jMjn45a1ijQ02A_30PCu0XXITJkFMWdJ5-MifktfTcen3Y4jLyTXC7ec0tfnPIICgNeNCfwZFOaGgs_zxBblDAIEBoVSksFJw8cihl_xmRH5KhxRYZkLW4QtLjFRGpiWgvCYlJsWUAh3xBvyZX7hCpmY-JpaGEISXW1GMa0UMjTYLd29UowBrtFr949LeedHhQOEgSO0otAylnNOtCFYWEQJjHNtYGwrajlCI1Cq1HBNr1Ops_MqFNuJhOqOLipKs9-IxltxavBWQrN1LKGlrnOdUbKeyqH6vjwbmpYqo9kf3Lyab8UtuStOQXHPuw6AbdMEiVzTlWBh8hr3aE7ijZUL_A1U1l3dbDmBd4qINBhakhZrJWSPRAD6pJfebFzs_HvRfUDGFOrgmMddaKuSmzMLiU8XusZVHMPSklbfum-bxZII2uPC2i_flX29hYm8wMpS8aAuie2mPFPs5axP-qMajaL72_YH8xbHalx8hni5RltKLSnynfaap-sEunURuZfwPjrrg2c3QqwlX9VEcFcO6y5hxY2Aiiqg-NcOPTxFdANSt85tmXjuvhZ__G1n6E3GTo2duH463aU0uMCEwvlAOIuvBoo7Sk9MpKg5fgCOOfPk-pxLWyuO8VnhrJmUfA==",
          "id": "rs_064af6ee3d6528eb016a098abbf48481918a21059b8d8104e2",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Archiving inactive categories**\n\nI'm thinking about how to handle the UAT categories that are inactive and should be treated as pure tests. I don’t think we need a hard delete; maybe archiving them is a better approach, instead of having them clutter the dashboard. It feels reasonable to keep inactive categories hidden. I need to inspect the category service and conduct an audit cleanup. I also want to understand the audit log schema to proceed correctly."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Dry Run zeigt: Die zwei UAT-Kategorien hängen an Transaktionen. Daher kein Hard Delete. Ich archiviere/härte sie dashboardseitig und schreibe ein Cleanup-Audit, ohne Transaktionshistorie zu brechen."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098abe74c48191a3aae1769ff3fa8d",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_atTnfLkdhFeoZjogihGm2ZbP",
          "call_id": "call_atTnfLkdhFeoZjogihGm2ZbP",
          "response_item_id": "fc_064af6ee3d6528eb016a098abeb7f0819199e5e95df3c644eb",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":220,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/audit/log.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import json\\n     4|import uuid\\n     5|from datetime import datetime, timezone\\n     6|from sqlite3 import Connection\\n     7|from typing import Any\\n     8|\\n     9|\\n    10|def utc_now() -> str:\\n    11|    return datetime.now(timezone.utc).isoformat()\\n    12|\\n    13|\\n    14|def record_audit_event(\\n    15|    conn: Connection,\\n    16|    *,\\n    17|    source: str,\\n    18|    action: str,\\n    19|    entity_type: str,\\n    20|    entity_id: str,\\n    21|    old_values: dict[str, Any] | None = None,\\n    22|    new_values: dict[str, Any] | None = None,\\n    23|    user_text_note: str | None = None,\\n    24|    confirmed: bool = True,\\n    25|    created_by: str = \\\"system\\\",\\n    26|) -> str:\\n    27|    audit_id = str(uuid.uuid4())\\n    28|    now = utc_now()\\n    29|    conn.execute(\\n    30|        \\\"\\\"\\\"\\n    31|        INSERT INTO audit_log(\\n    32|            audit_id, timestamp, source, action, entity_type, entity_id,\\n    33|            old_values_json, new_values_json, user_text_note, confirmed,\\n    34|            confirmation_timestamp, created_by, created_at\\n    35|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n    36|        \\\"\\\"\\\",\\n    37|        (\\n    38|            audit_id,\\n    39|            now,\\n    40|            source,\\n    41|            action,\\n    42|            entity_type,\\n    43|            entity_id,\\n    44|            json.dumps(old_values or {}, sort_keys=True),\\n    45|            json.dumps(new_values or {}, sort_keys=True),\\n    46|            user_text_note,\\n    47|            1 if confirmed else 0,\\n    48|            now if confirmed else None,\\n    49|            created_by,\\n    50|            now,\\n    51|        ),\\n    52|    )\\n    53|    return audit_id\\n    54|\", \"total_lines\": 53, \"file_size\": 1383, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_atTnfLkdhFeoZjogihGm2ZbP"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_PbMoKZsk1ajccAMV9z2gsTcA",
          "call_id": "call_PbMoKZsk1ajccAMV9z2gsTcA",
          "response_item_id": "fc_064af6ee3d6528eb016a098ac238b88191bbfbb62d800ef742",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src python - <<'PY'\\nimport os, sqlite3, json\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.services.budget_common import now\\np=os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3')\\nconn=sqlite3.connect(p); conn.row_factory=sqlite3.Row\\nnames=['UAT12-20260516231955 Kategorie','UAT12-20260516231955 Unterkategorie']\\nrows=conn.execute('select * from budget_categories where name in (?,?)', names).fetchall()\\nfor r in rows:\\n    old=dict(r)\\n    notes=((r['notes'] or '') + '\\\\n[cleanup phase 1.4] archived UAT test artefact; retained for transaction history').strip()\\n    conn.execute('update budget_categories set is_active=0, sort_order=999999, notes=?, updated_at=? where category_id=?', (notes, now(), r['category_id']))\\n    record_audit_event(conn, source='phase14_runtime_cleanup', action='archive_test_category', entity_type='budget_category', entity_id=r['category_id'], old_values={'name': old.get('name'), 'is_active': old.get('is_active')}, new_values={'is_active': 0, 'dashboard_hidden': True}, user_text_note='UAT artefact archived; not hard-deleted because transaction history exists', created_by='jarvis')\\nconn.commit()\\nprint('uat_categories_archived', len(rows))\\n# Reopen exact ignored candidate, aggregate only.\\nrow=conn.execute(\\\"\\\"\\\"\\nselect * from budget_seed_candidates\\nwhere source_sheet='2026' and proposed_parent_label='Versicherungen'\\n  and lower(coalesce(proposed_period_type,'')) in ('monthly','monatlich')\\n  and proposed_name='Krankenkasse Familie' and status='ignored'\\norder by created_at desc limit 1\\n\\\"\\\"\\\").fetchone()\\nif not row:\\n    row=conn.execute(\\\"\\\"\\\"\\n    select * from budget_seed_candidates\\n    where source_sheet='2026' and proposed_parent_label='Versicherungen'\\n      and proposed_name='Krankenkasse Familie' and status='ignored'\\n    order by created_at desc limit 1\\n    \\\"\\\"\\\").fetchone()\\nif row:\\n    conn.execute(\\\"update budget_seed_candidates set status='needs_review', updated_at=?, notes=coalesce(notes,'') || ? where seed_candidate_id=?\\\", (now(), '\\\\n[phase 1.4] Reopened accidental ignore.', row['seed_candidate_id']))\\n    audit_id=record_audit_event(conn, source='phase14_runtime_cleanup', action='reopen', entity_type='budget_seed_candidate', entity_id=row['seed_candidate_id'], old_values={'status':'ignored'}, new_values={'status':'needs_review'}, user_text_note='Accidentally ignored budget plan candidate reopened for review', created_by='jarvis')\\n    print('ignored_candidate_reopened', True)\\n    print('reopen_audit_written', bool(audit_id))\\nelse:\\n    print('ignored_candidate_reopened', False)\\n    print('reopen_audit_written', False)\\nconn.commit()\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"Traceback (most recent call last):\\n  File \\\"<stdin>\\\", line 10, in <module>\\nIndexError: No item with that key\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_PbMoKZsk1ajccAMV9z2gsTcA"
    },
    {
      "role": "assistant",
      "content": "Die bestehende Kategorien-Tabelle hat nicht alle Komfortfelder, die ich erwartet hatte; ich lese das Schema und nutze dann den kompatiblen Archivierungsweg.",
      "reasoning": "**Checking schema requirements**\n\nI need to think about the schema columns and whether description is the right term to use. It seems like \"notes\" or \"sort\" may not be fitting. I want to ensure I'm clear and organized with these details to avoid confusion. So I'll make sure to clarify that I'm focusing on the descriptions rather than notes and sort criteria. It's a small detail, but it can make a big difference in how things are understood.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Checking schema requirements**\n\nI need to think about the schema columns and whether description is the right term to use. It seems like \"notes\" or \"sort\" may not be fitting. I want to ensure I'm clear and organized with these details to avoid confusion. So I'll make sure to clarify that I'm focusing on the descriptions rather than notes and sort criteria. It's a small detail, but it can make a big difference in how things are understood.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYrUpoSFXpc4teLw6vhGOd2RQO38fvE0-g9yunLzOyxNvaWIvwGw4U9HVR9Np_fUUzti0kibsyzGYpVAbvxkmMjBCG8lHBm_F9vr8mSDEK7phNHASvWvR8ZN850ewKMDWFu93uN6MnbdF0pFeWhIA58EeP5AFSONs41l8VCb7DNQ-qLa1Zha8evpCtrb2EanamJuAYlC4Q2gzDMUSb61six_bfnRdJxYh7CY7BENqenZG27dUcxA6Qub6oOLUzu7zypIGhEI59rMr2yG0NFxq8QcHbWtUBydE9-7bw2LOvQ_PrpNZs_OmBaUmIgKWJFlM-c4vM1RbHtiBK4zYddykqiLtrJkrIvBuBnreUIDskQ0Qt9F4eznBIED57CKedHMg1tT-kLjLa5vNloHjZnh0WxsGLlqnPfrBI0jVernt2uLaYiRvq27a9HylU8gVM_4P8rAEiaCW0VsDgQ7N7fiOd57T3m4pI6EkxKmTR8PUDIYiHFPNrV6D9LQHOzyN2z6tEU2iTBUhJLgK_29Gmo3CzUQxhzU6WjYZy75O4uSBbz9sb4XZvcRBtiVaoDk4S1fwM7bfGKE_6VfiOBJ266ClN6up3szbdC7gotvlSnDm15-Rb0wy3E_zvsjMnTnGTkHW0SA-76oxQevneUeKJZKutQN0KqB7S3o0QbNT7e7oLV8mQrKh3Yef89TjqVf3GMFkVTd9Mk_ClCWOQeaFPEKpamBg19GNuzBq4CRwQ0YvW96Ug8NdmK017-BCRYj2yOk5wChi2voAMFrpDZzWXtTQjfuL2Xakevgcf-Whuqyje2J0b7EfQ2h_kvNyJ5GkzC2r_7CH_MuOdnX4ltLe6ZOJ7TyYh5O4pqdddxtfsRazfACbH48x_yVC7yswwrawuv4XA27G9DSQw-6R6rcVZe_K3og-LIVnDk1lMiiQBZkR0jJMesc5ZDRcusLWcqtRUJC3VE2Al7mjb4ItdKfkLjVvk_KUfOlz0fZaRMqwGR7GvNnhRA=",
          "id": "rs_064af6ee3d6528eb016a098ad273fc8191aeccfd70a115fcaa",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking schema requirements**\n\nI need to think about the schema columns and whether description is the right term to use. It seems like \"notes\" or \"sort\" may not be fitting. I want to ensure I'm clear and organized with these details to avoid confusion. So I'll make sure to clarify that I'm focusing on the descriptions rather than notes and sort criteria. It's a small detail, but it can make a big difference in how things are understood."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Die bestehende Kategorien-Tabelle hat nicht alle Komfortfelder, die ich erwartet hatte; ich lese das Schema und nutze dann den kompatiblen Archivierungsweg."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098ad4acc48191912f7756be1f72f3",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_Un3pcMxRH4MGWzvF2up6pShp",
          "call_id": "call_Un3pcMxRH4MGWzvF2up6pShp",
          "response_item_id": "fc_064af6ee3d6528eb016a098ad4d6d481919f7611bdce4e8d0b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport sqlite3, os\\nconn=sqlite3.connect(os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3'))\\nfor table in ['budget_categories','budget_seed_candidates','budget_transactions','budget_plan_items']:\\n    print('TABLE', table)\\n    for r in conn.execute(f'pragma table_info({table})'):\\n        print(r[1], r[2])\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"TABLE budget_categories\\ncategory_id TEXT\\nparent_category_id TEXT\\nname TEXT\\ncategory_type TEXT\\ncolor TEXT\\nicon TEXT\\nis_active INTEGER\\nsort_order INTEGER\\ncreated_at TEXT\\nupdated_at TEXT\\nTABLE budget_seed_candidates\\nseed_candidate_id TEXT\\nsource_file_label TEXT\\nsource_sheet TEXT\\nsource_row_or_range TEXT\\ncandidate_type TEXT\\nsource_label TEXT\\nproposed_category_id TEXT\\nproposed_parent_label TEXT\\nproposed_name TEXT\\nproposed_period_type TEXT\\nproposed_amount_text TEXT\\ncurrency TEXT\\nconfidence TEXT\\nrequires_review INTEGER\\nstatus TEXT\\nnotes TEXT\\ncreated_at TEXT\\nupdated_at TEXT\\nTABLE budget_transactions\\nbudget_transaction_id TEXT\\naccount_id TEXT\\ntransaction_type TEXT\\ntransaction_date TEXT\\nbooking_date TEXT\\ndescription TEXT\\npayee TEXT\\nmerchant_id TEXT\\namount_original TEXT\\ncurrency_original TEXT\\nfx_rate_to_chf TEXT\\namount_chf TEXT\\nfx_status TEXT\\ncategory_id TEXT\\nstatus TEXT\\nsource_type TEXT\\nnotes TEXT\\ncreated_at TEXT\\nupdated_at TEXT\\nreversal_of_transaction_id TEXT\\nTABLE budget_plan_items\\nplan_item_id TEXT\\nplan_month TEXT\\ncategory_id TEXT\\nname TEXT\\nmonthly_amount_chf TEXT\\nannual_amount_chf TEXT\\ncadence TEXT\\nis_fixed_cost INTEGER\\nsource_type TEXT\\nnotes TEXT\\nis_active INTEGER\\ncreated_at TEXT\\nupdated_at TEXT\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_Un3pcMxRH4MGWzvF2up6pShp"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_0Tw9o39aypK7v6aat8tRD5Ch",
          "call_id": "call_0Tw9o39aypK7v6aat8tRD5Ch",
          "response_item_id": "fc_064af6ee3d6528eb016a098ad976848191b9fa0a1769b909bd",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nPYTHONPATH=src python - <<'PY'\\nimport os, sqlite3\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.services.budget_common import now\\np=os.path.expanduser('~/jarvis_runtime/finance-system/data/finance.sqlite3')\\nconn=sqlite3.connect(p); conn.row_factory=sqlite3.Row\\nnames=['UAT12-20260516231955 Kategorie','UAT12-20260516231955 Unterkategorie']\\nrows=conn.execute('select * from budget_categories where name in (?,?)', names).fetchall()\\nfor r in rows:\\n    conn.execute('update budget_categories set is_active=0, sort_order=999999, updated_at=? where category_id=?', (now(), r['category_id']))\\n    record_audit_event(conn, source='phase14_runtime_cleanup', action='archive_test_category', entity_type='budget_category', entity_id=r['category_id'], old_values={'name': r['name'], 'is_active': r['is_active']}, new_values={'is_active': 0, 'dashboard_hidden': True}, user_text_note='UAT artefact archived; not hard-deleted because transaction history exists', created_by='jarvis')\\nconn.commit()\\nprint('uat_categories_archived', len(rows))\\nrow=conn.execute(\\\"\\\"\\\"\\nselect * from budget_seed_candidates\\nwhere source_sheet='2026' and proposed_parent_label='Versicherungen'\\n  and proposed_name='Krankenkasse Familie' and status='ignored'\\norder by created_at desc limit 1\\n\\\"\\\"\\\").fetchone()\\nif row:\\n    conn.execute(\\\"update budget_seed_candidates set status='needs_review', updated_at=?, notes=trim(coalesce(notes,'') || char(10) || ?) where seed_candidate_id=?\\\", (now(), '[phase 1.4] Reopened accidental ignore.', row['seed_candidate_id']))\\n    audit_id=record_audit_event(conn, source='phase14_runtime_cleanup', action='reopen', entity_type='budget_seed_candidate', entity_id=row['seed_candidate_id'], old_values={'status':'ignored'}, new_values={'status':'needs_review'}, user_text_note='Accidentally ignored budget plan candidate reopened for review', created_by='jarvis')\\n    print('ignored_candidate_reopened', True)\\n    print('reopen_audit_written', bool(audit_id))\\nelse:\\n    print('ignored_candidate_reopened', False)\\n    print('reopen_audit_written', False)\\nconn.commit()\\nvisible=conn.execute(\\\"select count(*) from budget_seed_candidates where source_sheet='2026' and proposed_parent_label='Versicherungen' and proposed_name='Krankenkasse Familie' and status in ('pending','needs_review')\\\").fetchone()[0]\\nprint('candidate_visible_again', visible > 0)\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"uat_categories_archived 2\\nignored_candidate_reopened True\\nreopen_audit_written True\\ncandidate_visible_again True\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_0Tw9o39aypK7v6aat8tRD5Ch"
    },
    {
      "role": "assistant",
      "content": "Runtime Cleanup/Reopen ist erledigt und auditiert. Nun implementiere ich die eigentliche Arbeitsansicht: Backend-Statuslogik, Import-Kandidaten, Row-Details und Frontend-Drawer/Menüstruktur.",
      "reasoning": "**Considering implementation strategy**\n\nI need to implement some code and I'm thinking about possibly using delegation. It could be useful to spawn subagents to inspect both the backend and frontend. I wonder if children can write if they share the same repository? I’ll need to verify any side effects. It makes sense to ask for suggestions on analysis, but I’m also mindful of the time. I should probably inspect the current code for categories, plans, an overview, and the frontend router.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering implementation strategy**\n\nI need to implement some code and I'm thinking about possibly using delegation. It could be useful to spawn subagents to inspect both the backend and frontend. I wonder if children can write if they share the same repository? I’ll need to verify any side effects. It makes sense to ask for suggestions on analysis, but I’m also mindful of the time. I should probably inspect the current code for categories, plans, an overview, and the frontend router.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYrwKVhGIOh-yTLtrXN0XXG7uuhLHYnzwTqSmWyLWz1_ey54Ow43eqH1aYVQd6yzyrHgN6MZoJbQZRW0oNu66bo6RtCKv5YAFkniZtukmvrtpPPKGvH5j0y3xJm6VL7GcwxXy52IIzrx9KsWIu_AosnI5cB17pc0EHR1dHMUmpfN52KBSJFoWNpl9VCH5vw2WkRW2h8_Dtn8e5mw-59KgPv2JVQer1-Adyj0Ftszy6OozNkZH43OK101e70HubazH4MxnW13y9O-vJy1p5A6ekEObPk3ZlT79MbhpNZqRuo_xkVLuhjX5r_-xrGaorKHKLgWDOjPDzj-NchfEur3luHt8oJchoVj0snQc2dYfMD6s0aXCRc22u8LkONby_Mb12gPt-AQFzGguXDUKFxuUBPo6zxBdbjQ8C2WI2eGGpi4tk0x24Z0gvlMYjLQT_0vglN7XDhjnoxMMN9QYbNhFiKxY_Ds8iQefY8HJpaFdUklyfYm9XEOwM-XaUtOsYTgd3yGDyEK9kAvaDUWOkYGqe58T2AyDTPQCVTO-_j058tsBEVKAuJz-2GWmE-2lAGkZa9t6v3xD3V7pSKqa-wMj-v91vwXxbkVY5MqgOfq2fIoUf6Txux2IARit8hYXqwEbWhdOCLSfsGuOEgFNvCtl6lZQ0Ih5oQRKdS30l3dZCvA4vV4zS16JwOD70C8d3nWH4_o45NcilKY2Sn4gZ7KikADbKT0ok6ua-KikSulmjzdY3bGzvXigw6BVCV1XcDJPxWzm0X6VuEXjnXXygSDVEkqpUfR1rY8cA7iomaM9Q0AOajV5bcqCu9mOfR91vCNK-rsQW-G3rqaS48sfnG_mgSDb-tBgCXR1PfreBaW4BfQM0_tpEMYJv526p1gMfpppUIXZou420J9XRzy6B79zbk6I_NVxvlpAxOW3xiYptKhhd0wN_1qvxPy7XqHh6J0wE1OiRZaR58B6FTEU3DfIp3q8ktX0NSvXKYTYhkit-WKzsHWFU0ahafvew8VELxxLf5Nrlam9RtBv8irN3hf_Q7oBgJzvPyxR4sN_AwO99BjzL8TkJYH-btrXHm_E1wHBcVd6nCcNU1yo_BBZZWeE3Ly-Zdoo7v28fuWT30sTQglEmBXkX2eDhUURr1EVjHGgi02iDXfXQPG5v7slCKlojhPokR730MkWNU2P8EiWCn64ZlwZ0ZGRrDtAKbNU48ZO-di47e2suJizwTc60dbKCOS-TXVsQoYm69V8OaMgh6nhLtUrYnqu43S8BqlX-XV9drhJ_6T5Jze-k2oDwGoPDoeNM-s7xD9gZanWdyObGOrUNU=",
          "id": "rs_064af6ee3d6528eb016a098ae9f94c8191ad22e07e089cf47f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering implementation strategy**\n\nI need to implement some code and I'm thinking about possibly using delegation. It could be useful to spawn subagents to inspect both the backend and frontend. I wonder if children can write if they share the same repository? I’ll need to verify any side effects. It makes sense to ask for suggestions on analysis, but I’m also mindful of the time. I should probably inspect the current code for categories, plans, an overview, and the frontend router."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Runtime Cleanup/Reopen ist erledigt und auditiert. Nun implementiere ich die eigentliche Arbeitsansicht: Backend-Statuslogik, Import-Kandidaten, Row-Details und Frontend-Drawer/Menüstruktur."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098af0c7d88191a729ce6b6ff2514b",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_6bV2tCvoyxwrarJAjcDEmn0v",
          "call_id": "call_6bV2tCvoyxwrarJAjcDEmn0v",
          "response_item_id": "fc_064af6ee3d6528eb016a098af5c4cc8191bfcbec415f2576d9",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_overview.py\",\"limit\":260}"
          }
        },
        {
          "id": "call_QpQ3jbxsoYgZN62oytH1fhNO",
          "call_id": "call_QpQ3jbxsoYgZN62oytH1fhNO",
          "response_item_id": "fc_064af6ee3d6528eb016a098af5c4e88191adfa3483ff3eb1b0",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\",\"limit\":260}"
          }
        },
        {
          "id": "call_KTPb1VHSQryHfyEEdA72g4mI",
          "call_id": "call_KTPb1VHSQryHfyEEdA72g4mI",
          "response_item_id": "fc_064af6ee3d6528eb016a098af5c9f481918198a05cc7d1bfa8",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_plans.py\",\"limit\":260}"
          }
        },
        {
          "id": "call_rN3Zd94Dn57aMCQ5mmrzSER4",
          "call_id": "call_rN3Zd94Dn57aMCQ5mmrzSER4",
          "response_item_id": "fc_064af6ee3d6528eb016a098af5ca0c8191ae6cac91437d67e1",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\",\"limit\":320}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from decimal import Decimal\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from jarvis_finance.services.budget_common import row_to_dict\\n     7|from jarvis_finance.services.budget_transactions import list_budget_transactions\\n     8|\\n     9|\\n    10|def _current_month(conn: Connection) -> str:\\n    11|    tx = conn.execute(\\\"SELECT substr(MAX(transaction_date),1,7) AS month FROM budget_transactions\\\").fetchone()\\n    12|    if tx and tx[\\\"month\\\"]:\\n    13|        return tx[\\\"month\\\"]\\n    14|    plan = conn.execute(\\\"SELECT MIN(plan_month) AS month FROM budget_plan_items WHERE is_active=1\\\").fetchone()\\n    15|    if plan and plan[\\\"month\\\"]:\\n    16|        return plan[\\\"month\\\"]\\n    17|    return conn.execute(\\\"SELECT substr(date('now'),1,7)\\\").fetchone()[0]\\n    18|\\n    19|\\n    20|def _amount(row) -> Decimal:\\n    21|    return Decimal(str(row[\\\"amount_chf\\\"] or row[\\\"amount_original\\\"] or \\\"0\\\"))\\n    22|\\n    23|\\n    24|def _monthly_plan_amount(plan) -> Decimal:\\n    25|    if plan[\\\"monthly_amount_chf\\\"]:\\n    26|        return Decimal(str(plan[\\\"monthly_amount_chf\\\"]))\\n    27|    if plan[\\\"annual_amount_chf\\\"]:\\n    28|        return Decimal(str(plan[\\\"annual_amount_chf\\\"])) / Decimal(\\\"12\\\")\\n    29|    return Decimal(\\\"0\\\")\\n    30|\\n    31|\\n    32|def get_monthly_summary(conn: Connection, month: str | None = None) -> dict:\\n    33|    selected_month = month or _current_month(conn)\\n    34|    rows = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND substr(transaction_date,1,7)=?\\\", (selected_month,)).fetchall()\\n    35|    income = Decimal(\\\"0\\\")\\n    36|    expense = Decimal(\\\"0\\\")\\n    37|    for row in rows:\\n    38|        amount = _amount(row)\\n    39|        if row[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"refund\\\"}:\\n    40|            income += amount\\n    41|        elif row[\\\"transaction_type\\\"] in {\\\"expense\\\", \\\"fee\\\"}:\\n    42|            expense += amount\\n    43|    return {\\\"month\\\": selected_month, \\\"income_chf\\\": format(income, \\\"f\\\"), \\\"expense_chf\\\": format(expense, \\\"f\\\"), \\\"net_cashflow_chf\\\": format(income - expense, \\\"f\\\"), \\\"transaction_count\\\": len(rows)}\\n    44|\\n    45|\\n    46|def get_category_summary(conn: Connection, month: str | None = None) -> list[dict]:\\n    47|    selected_month = month or _current_month(conn)\\n    48|    rows = conn.execute(\\n    49|        \\\"\\\"\\\"\\n    50|        SELECT COALESCE(c.category_id, 'uncategorized') AS summary_category_id,\\n    51|               COALESCE(c.name, 'Unkategorisiert') AS summary_category_name,\\n    52|               t.transaction_type,\\n    53|               t.amount_chf,\\n    54|               t.amount_original,\\n    55|               COUNT(*) AS count\\n    56|        FROM budget_transactions t\\n    57|        LEFT JOIN budget_categories c ON c.category_id=t.category_id\\n    58|        WHERE t.status='confirmed' AND substr(t.transaction_date,1,7)=?\\n    59|          AND t.transaction_type IN ('income','expense','refund','fee')\\n    60|        GROUP BY COALESCE(c.category_id, 'uncategorized'), COALESCE(c.name, 'Unkategorisiert'), t.transaction_type, t.amount_chf, t.amount_original\\n    61|        \\\"\\\"\\\",\\n    62|        (selected_month,),\\n    63|    ).fetchall()\\n    64|    totals: dict[str, dict] = {}\\n    65|    for row in rows:\\n    66|        item = totals.setdefault(row[\\\"summary_category_id\\\"], {\\\"category_id\\\": row[\\\"summary_category_id\\\"], \\\"category_name\\\": row[\\\"summary_category_name\\\"], \\\"amount_chf\\\": Decimal(\\\"0\\\"), \\\"transaction_count\\\": 0})\\n    67|        item[\\\"amount_chf\\\"] += Decimal(str(row[\\\"amount_chf\\\"] or row[\\\"amount_original\\\"] or \\\"0\\\"))\\n    68|        item[\\\"transaction_count\\\"] += int(row[\\\"count\\\"])\\n    69|    result = list(totals.values())\\n    70|    result.sort(key=lambda x: x[\\\"amount_chf\\\"], reverse=True)\\n    71|    return [{**r, \\\"amount_chf\\\": format(r[\\\"amount_chf\\\"], \\\"f\\\")} for r in result]\\n    72|\\n    73|\\n    74|def get_budget_overview(conn: Connection, month: str | None = None) -> dict:\\n    75|    month = month or _current_month(conn)\\n    76|    monthly = get_monthly_summary(conn, month)\\n    77|    rows = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND substr(transaction_date,1,7)=?\\\", (month,)).fetchall()\\n    78|    review_count = conn.execute(\\n    79|        \\\"\\\"\\\"\\n    80|        SELECT COUNT(*) FROM budget_transactions t\\n    81|        LEFT JOIN budget_transaction_tags tt ON tt.budget_transaction_id=t.budget_transaction_id\\n    82|        LEFT JOIN budget_tags tag ON tag.tag_id=tt.tag_id\\n    83|        WHERE t.status='confirmed' AND substr(t.transaction_date,1,7)=? AND (t.category_id IS NULL OR tag.name='Review' OR t.fx_status='missing')\\n    84|        \\\"\\\"\\\",\\n    85|        (month,),\\n    86|    ).fetchone()[0]\\n    87|    pending_seed_count = conn.execute(\\\"SELECT COUNT(*) FROM budget_seed_candidates WHERE status IN ('pending','needs_review','edited','accepted')\\\").fetchone()[0]\\n    88|    uncategorized = sum(1 for r in rows if r[\\\"category_id\\\"] is None and r[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"expense\\\", \\\"refund\\\", \\\"fee\\\"})\\n    89|    plans = conn.execute(\\n    90|        \\\"\\\"\\\"\\n    91|        SELECT p.category_id, c.name AS category_name, c.category_type, p.name AS plan_name, p.monthly_amount_chf, p.annual_amount_chf, p.cadence\\n    92|        FROM budget_plan_items p\\n    93|        JOIN budget_categories c ON c.category_id=p.category_id\\n    94|        WHERE p.is_active=1 AND p.plan_month=?\\n    95|        ORDER BY c.sort_order, p.name\\n    96|        \\\"\\\"\\\",\\n    97|        (month,),\\n    98|    ).fetchall()\\n    99|    actual_by_category: dict[str, Decimal] = {}\\n   100|    for row in rows:\\n   101|        if row[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"refund\\\", \\\"expense\\\", \\\"fee\\\"} and row[\\\"category_id\\\"]:\\n   102|            actual_by_category[row[\\\"category_id\\\"]] = actual_by_category.get(row[\\\"category_id\\\"], Decimal(\\\"0\\\")) + _amount(row)\\n   103|    planned_income = Decimal(\\\"0\\\")\\n   104|    planned_expense = Decimal(\\\"0\\\")\\n   105|    actual_income = Decimal(str(monthly[\\\"income_chf\\\"]))\\n   106|    actual_expense = Decimal(str(monthly[\\\"expense_chf\\\"]))\\n   107|    budget_categories: list[dict] = []\\n   108|    for plan in plans:\\n   109|        planned = _monthly_plan_amount(plan)\\n   110|        actual = actual_by_category.get(plan[\\\"category_id\\\"], Decimal(\\\"0\\\"))\\n   111|        if plan[\\\"category_type\\\"] == \\\"income\\\":\\n   112|            planned_income += planned\\n   113|        elif plan[\\\"category_type\\\"] == \\\"expense\\\":\\n   114|            planned_expense += planned\\n   115|        remaining = planned - actual\\n   116|        budget_categories.append({\\n   117|            \\\"category_id\\\": plan[\\\"category_id\\\"],\\n   118|            \\\"category_name\\\": plan[\\\"category_name\\\"],\\n   119|            \\\"plan_name\\\": plan[\\\"plan_name\\\"],\\n   120|            \\\"category_type\\\": plan[\\\"category_type\\\"],\\n   121|            \\\"planned_chf\\\": format(planned, \\\"f\\\"),\\n   122|            \\\"actual_chf\\\": format(actual, \\\"f\\\"),\\n   123|            \\\"remaining_chf\\\": format(remaining, \\\"f\\\"),\\n   124|            \\\"status\\\": \\\"no_actuals\\\" if actual == 0 else (\\\"over_budget\\\" if plan[\\\"category_type\\\"] == \\\"expense\\\" and remaining < 0 else \\\"ok\\\"),\\n   125|        })\\n   126|    planned_net = planned_income - planned_expense\\n   127|    actual_net = actual_income - actual_expense\\n   128|    remaining_total = planned_expense - actual_expense\\n   129|    open_without_actuals = sum(1 for item in budget_categories if Decimal(str(item[\\\"actual_chf\\\"])) == 0)\\n   130|    uncategorized_rows = [row_to_dict(r) for r in rows if r[\\\"category_id\\\"] is None and r[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"expense\\\", \\\"refund\\\", \\\"fee\\\"}]\\n   131|    return {\\n   132|        \\\"current_month\\\": month,\\n   133|        **monthly,\\n   134|        \\\"review_count\\\": int(review_count),\\n   135|        \\\"uncategorized_count\\\": uncategorized,\\n   136|        \\\"pending_seed_candidate_count\\\": int(pending_seed_count),\\n   137|        \\\"planned_income_chf\\\": format(planned_income, \\\"f\\\"),\\n   138|        \\\"planned_expense_chf\\\": format(planned_expense, \\\"f\\\"),\\n   139|        \\\"planned_net_chf\\\": format(planned_net, \\\"f\\\"),\\n   140|        \\\"actual_income_chf\\\": format(actual_income, \\\"f\\\"),\\n   141|        \\\"actual_expense_chf\\\": format(actual_expense, \\\"f\\\"),\\n   142|        \\\"actual_net_chf\\\": format(actual_net, \\\"f\\\"),\\n   143|        \\\"open_categories_without_actuals\\\": open_without_actuals,\\n   144|        \\\"planned_budget_chf\\\": format(planned_expense, \\\"f\\\"),\\n   145|        \\\"remaining_budget_chf\\\": format(remaining_total, \\\"f\\\"),\\n   146|        \\\"budget_status\\\": \\\"no_plans\\\" if not plans else (\\\"no_actuals\\\" if not rows else (\\\"over_budget\\\" if remaining_total < 0 else \\\"ok\\\")),\\n   147|        \\\"actuals_label\\\": \\\"noch keine Buchungen\\\" if not rows else \\\"Buchungen vorhanden\\\",\\n   148|        \\\"budget_categories\\\": budget_categories,\\n   149|        \\\"uncategorized_transactions\\\": uncategorized_rows,\\n   150|        \\\"top_categories\\\": get_category_summary(conn, month)[:5],\\n   151|        \\\"recent_transactions\\\": list_budget_transactions(conn)[:8],\\n   152|    }\\n   153|\", \"total_lines\": 152, \"file_size\": 7814, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_6bV2tCvoyxwrarJAjcDEmn0v"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from sqlite3 import Connection\\n     4|\\n     5|from fastapi import HTTPException\\n     6|\\n     7|from jarvis_finance.audit.log import record_audit_event\\n     8|from jarvis_finance.services.budget_common import new_id, now, row_to_dict\\n     9|\\n    10|CATEGORY_TYPES = {\\\"income\\\", \\\"expense\\\", \\\"transfer\\\", \\\"neutral\\\"}\\n    11|\\n    12|\\n    13|def _audit_safe(payload: dict) -> dict:\\n    14|    return {k: v for k, v in payload.items() if k not in {\\\"category_id\\\", \\\"tag_id\\\"}}\\n    15|\\n    16|\\n    17|def _normalise_payload(payload: dict) -> dict:\\n    18|    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n    19|    if not name:\\n    20|        raise HTTPException(status_code=422, detail=\\\"name is required\\\")\\n    21|    category_type = str(payload.get(\\\"category_type\\\") or \\\"expense\\\").strip().lower()\\n    22|    if category_type not in CATEGORY_TYPES:\\n    23|        raise HTTPException(status_code=422, detail=\\\"invalid category_type\\\")\\n    24|    sort_order = int(payload.get(\\\"sort_order\\\") or 0)\\n    25|    return {\\n    26|        \\\"category_id\\\": payload.get(\\\"category_id\\\") or new_id(\\\"bcat\\\"),\\n    27|        \\\"parent_category_id\\\": payload.get(\\\"parent_category_id\\\") or None,\\n    28|        \\\"name\\\": name,\\n    29|        \\\"category_type\\\": category_type,\\n    30|        \\\"color\\\": payload.get(\\\"color\\\") or None,\\n    31|        \\\"icon\\\": payload.get(\\\"icon\\\") or None,\\n    32|        \\\"sort_order\\\": sort_order,\\n    33|    }\\n    34|\\n    35|\\n    36|def create_category_preview(conn: Connection, payload: dict) -> dict:\\n    37|    normalised = _normalise_payload(payload)\\n    38|    if normalised[\\\"parent_category_id\\\"]:\\n    39|        parent = conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (normalised[\\\"parent_category_id\\\"],)).fetchone()\\n    40|        if not parent:\\n    41|            raise HTTPException(status_code=422, detail=\\\"parent category not found\\\")\\n    42|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"{normalised['name']} · {normalised['category_type']}\\\", \\\"warnings\\\": [], \\\"payload\\\": normalised}\\n    43|\\n    44|\\n    45|def confirm_create_category(conn: Connection, payload: dict) -> dict:\\n    46|    normalised = _normalise_payload(payload)\\n    47|    existing = conn.execute(\\n    48|        \\\"\\\"\\\"\\n    49|        SELECT category_id FROM budget_categories\\n    50|        WHERE lower(name)=lower(?) AND COALESCE(parent_category_id, '')=COALESCE(?, '') AND is_active=1\\n    51|        ORDER BY sort_order LIMIT 1\\n    52|        \\\"\\\"\\\",\\n    53|        (normalised[\\\"name\\\"], normalised[\\\"parent_category_id\\\"]),\\n    54|    ).fetchone()\\n    55|    if existing:\\n    56|        audit_id = record_audit_event(\\n    57|            conn,\\n    58|            source=\\\"vue_dashboard\\\",\\n    59|            action=\\\"idempotent_confirm\\\",\\n    60|            entity_type=\\\"budget_category\\\",\\n    61|            entity_id=str(existing[\\\"category_id\\\"]),\\n    62|            new_values={\\\"deduplicated\\\": True, \\\"name\\\": normalised[\\\"name\\\"]},\\n    63|            created_by=\\\"user\\\",\\n    64|        )\\n    65|        conn.commit()\\n    66|        return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": str(existing[\\\"category_id\\\"]), \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie bereits vorhanden\\\"}\\n    67|    ts = now()\\n    68|    conn.execute(\\n    69|        \\\"\\\"\\\"\\n    70|        INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at)\\n    71|        VALUES (?, ?, ?, ?, ?, ?, 1, ?, ?, ?)\\n    72|        \\\"\\\"\\\",\\n    73|        (normalised[\\\"category_id\\\"], normalised[\\\"parent_category_id\\\"], normalised[\\\"name\\\"], normalised[\\\"category_type\\\"], normalised[\\\"color\\\"], normalised[\\\"icon\\\"], normalised[\\\"sort_order\\\"], ts, ts),\\n    74|    )\\n    75|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"create\\\", entity_type=\\\"budget_category\\\", entity_id=normalised[\\\"category_id\\\"], new_values=normalised, created_by=\\\"user\\\")\\n    76|    conn.commit()\\n    77|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": normalised[\\\"category_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie gespeichert\\\"}\\n    78|\\n    79|\\n    80|def archive_category(conn: Connection, category_id: str) -> dict:\\n    81|    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    82|    if not row:\\n    83|        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n    84|    ts = now()\\n    85|    conn.execute(\\\"UPDATE budget_categories SET is_active=0, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n    86|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n    87|    conn.commit()\\n    88|    return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie archiviert\\\"}\\n    89|\\n    90|\\n    91|def list_categories(conn: Connection, include_archived: bool = True) -> list[dict]:\\n    92|    where = \\\"\\\" if include_archived else \\\"WHERE is_active = 1\\\"\\n    93|    rows = conn.execute(f\\\"SELECT * FROM budget_categories {where} ORDER BY sort_order, name\\\").fetchall()\\n    94|    items = [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"]), \\\"children\\\": []} for r in rows]\\n    95|    by_id = {i[\\\"category_id\\\"]: i for i in items}\\n    96|    roots: list[dict] = []\\n    97|    for item in items:\\n    98|        parent_id = item.get(\\\"parent_category_id\\\")\\n    99|        if parent_id and parent_id in by_id:\\n   100|            by_id[parent_id][\\\"children\\\"].append(item)\\n   101|        else:\\n   102|            roots.append(item)\\n   103|    return roots\\n   104|\\n   105|\\n   106|def list_tags(conn: Connection, include_archived: bool = True) -> list[dict]:\\n   107|    where = \\\"\\\" if include_archived else \\\"WHERE is_active = 1\\\"\\n   108|    rows = conn.execute(f\\\"SELECT * FROM budget_tags {where} ORDER BY is_active DESC, name\\\").fetchall()\\n   109|    return [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"])} for r in rows]\\n   110|\\n   111|\\n   112|def _normalise_tag_payload(payload: dict) -> dict:\\n   113|    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n   114|    if not name:\\n   115|        raise HTTPException(status_code=422, detail=\\\"name is required\\\")\\n   116|    return {\\n   117|        \\\"tag_id\\\": payload.get(\\\"tag_id\\\") or new_id(\\\"btag\\\"),\\n   118|        \\\"name\\\": name,\\n   119|        \\\"color\\\": payload.get(\\\"color\\\") or None,\\n   120|    }\\n   121|\\n   122|\\n   123|def create_tag_preview(conn: Connection, payload: dict) -> dict:\\n   124|    normalised = _normalise_tag_payload(payload)\\n   125|    existing = conn.execute(\\\"SELECT 1 FROM budget_tags WHERE lower(name)=lower(?)\\\", (normalised[\\\"name\\\"],)).fetchone()\\n   126|    warnings = [\\\"Tag existiert bereits\\\"] if existing else []\\n   127|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": normalised[\\\"name\\\"], \\\"warnings\\\": warnings, \\\"payload\\\": normalised}\\n   128|\\n   129|\\n   130|def confirm_create_tag(conn: Connection, payload: dict) -> dict:\\n   131|    normalised = _normalise_tag_payload(payload)\\n   132|    ts = now()\\n   133|    conn.execute(\\n   134|        \\\"\\\"\\\"\\n   135|        INSERT INTO budget_tags(tag_id, name, color, is_active, created_at, updated_at)\\n   136|        VALUES (?, ?, ?, 1, ?, ?)\\n   137|        \\\"\\\"\\\",\\n   138|        (normalised[\\\"tag_id\\\"], normalised[\\\"name\\\"], normalised[\\\"color\\\"], ts, ts),\\n   139|    )\\n   140|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"create\\\", entity_type=\\\"budget_tag\\\", entity_id=normalised[\\\"tag_id\\\"], new_values=_audit_safe(normalised), created_by=\\\"user\\\")\\n   141|    conn.commit()\\n   142|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": normalised[\\\"tag_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Tag gespeichert\\\"}\\n   143|\\n   144|\\n   145|def archive_tag(conn: Connection, tag_id: str) -> dict:\\n   146|    row = conn.execute(\\\"SELECT * FROM budget_tags WHERE tag_id=?\\\", (tag_id,)).fetchone()\\n   147|    if not row:\\n   148|        raise HTTPException(status_code=404, detail=\\\"tag not found\\\")\\n   149|    ts = now()\\n   150|    conn.execute(\\\"UPDATE budget_tags SET is_active=0, updated_at=? WHERE tag_id=?\\\", (ts, tag_id))\\n   151|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_tag\\\", entity_id=tag_id, old_values=_audit_safe(row_to_dict(row)), new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n   152|    conn.commit()\\n   153|    return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": tag_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Tag archiviert\\\"}\\n   154|\", \"total_lines\": 153, \"file_size\": 7423, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_QpQ3jbxsoYgZN62oytH1fhNO"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from decimal import Decimal, InvalidOperation\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from fastapi import HTTPException\\n     7|\\n     8|from jarvis_finance.audit.log import record_audit_event\\n     9|from jarvis_finance.services.budget_common import new_id, now, row_to_dict\\n    10|\\n    11|CADENCES = {\\\"monthly\\\", \\\"quarterly\\\", \\\"annual\\\", \\\"one_time\\\", \\\"irregular\\\"}\\n    12|\\n    13|\\n    14|def _decimal_text(value: object, *, required: bool = False) -> str | None:\\n    15|    if value in (None, \\\"\\\"):\\n    16|        if required:\\n    17|            raise HTTPException(status_code=422, detail=\\\"amount is required\\\")\\n    18|        return None\\n    19|    try:\\n    20|        amount = Decimal(str(value).strip())\\n    21|    except (InvalidOperation, ValueError):\\n    22|        raise HTTPException(status_code=422, detail=\\\"invalid decimal amount\\\") from None\\n    23|    if amount < 0:\\n    24|        raise HTTPException(status_code=422, detail=\\\"amount must be positive\\\")\\n    25|    return format(amount, \\\"f\\\")\\n    26|\\n    27|\\n    28|def _normalise_plan_payload(conn: Connection, payload: dict) -> dict:\\n    29|    plan_month = str(payload.get(\\\"plan_month\\\") or \\\"\\\").strip()\\n    30|    if len(plan_month) != 7 or plan_month[4] != \\\"-\\\":\\n    31|        raise HTTPException(status_code=422, detail=\\\"plan_month must be YYYY-MM\\\")\\n    32|    category_id = str(payload.get(\\\"category_id\\\") or \\\"\\\").strip()\\n    33|    if not category_id:\\n    34|        raise HTTPException(status_code=422, detail=\\\"category_id is required\\\")\\n    35|    category = conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    36|    if not category:\\n    37|        raise HTTPException(status_code=422, detail=\\\"category not found\\\")\\n    38|    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n    39|    if not name:\\n    40|        raise HTTPException(status_code=422, detail=\\\"name is required\\\")\\n    41|    cadence = str(payload.get(\\\"cadence\\\") or \\\"monthly\\\").strip()\\n    42|    if cadence not in CADENCES:\\n    43|        raise HTTPException(status_code=422, detail=\\\"invalid cadence\\\")\\n    44|    monthly = _decimal_text(payload.get(\\\"monthly_amount_chf\\\"))\\n    45|    annual = _decimal_text(payload.get(\\\"annual_amount_chf\\\"))\\n    46|    if monthly is None and annual is None:\\n    47|        raise HTTPException(status_code=422, detail=\\\"monthly or annual amount is required\\\")\\n    48|    return {\\n    49|        \\\"plan_item_id\\\": payload.get(\\\"plan_item_id\\\") or new_id(\\\"bplan\\\"),\\n    50|        \\\"plan_month\\\": plan_month,\\n    51|        \\\"category_id\\\": category_id,\\n    52|        \\\"name\\\": name,\\n    53|        \\\"monthly_amount_chf\\\": monthly,\\n    54|        \\\"annual_amount_chf\\\": annual,\\n    55|        \\\"cadence\\\": cadence,\\n    56|        \\\"is_fixed_cost\\\": bool(payload.get(\\\"is_fixed_cost\\\", False)),\\n    57|        \\\"source_type\\\": payload.get(\\\"source_type\\\") or \\\"manual\\\",\\n    58|        \\\"notes\\\": payload.get(\\\"notes\\\") or None,\\n    59|    }\\n    60|\\n    61|\\n    62|def create_budget_plan_item_preview(conn: Connection, payload: dict) -> dict:\\n    63|    normalised = _normalise_plan_payload(conn, payload)\\n    64|    return {\\n    65|        \\\"preview_id\\\": new_id(\\\"preview\\\"),\\n    66|        \\\"summary\\\": f\\\"{normalised['name']} · {normalised['plan_month']} · {normalised['cadence']}\\\",\\n    67|        \\\"warnings\\\": [],\\n    68|        \\\"payload\\\": normalised,\\n    69|    }\\n    70|\\n    71|\\n    72|def confirm_budget_plan_item(conn: Connection, payload: dict) -> dict:\\n    73|    normalised = _normalise_plan_payload(conn, payload)\\n    74|    existing = conn.execute(\\n    75|        \\\"\\\"\\\"\\n    76|        SELECT plan_item_id FROM budget_plan_items\\n    77|        WHERE plan_month=? AND category_id=? AND lower(name)=lower(?)\\n    78|          AND COALESCE(monthly_amount_chf, '')=COALESCE(?, '')\\n    79|          AND COALESCE(annual_amount_chf, '')=COALESCE(?, '')\\n    80|          AND cadence=? AND source_type=? AND is_active=1\\n    81|        ORDER BY created_at LIMIT 1\\n    82|        \\\"\\\"\\\",\\n    83|        (\\n    84|            normalised[\\\"plan_month\\\"],\\n    85|            normalised[\\\"category_id\\\"],\\n    86|            normalised[\\\"name\\\"],\\n    87|            normalised[\\\"monthly_amount_chf\\\"],\\n    88|            normalised[\\\"annual_amount_chf\\\"],\\n    89|            normalised[\\\"cadence\\\"],\\n    90|            normalised[\\\"source_type\\\"],\\n    91|        ),\\n    92|    ).fetchone()\\n    93|    if existing:\\n    94|        audit_id = record_audit_event(\\n    95|            conn,\\n    96|            source=\\\"vue_dashboard\\\",\\n    97|            action=\\\"idempotent_confirm\\\",\\n    98|            entity_type=\\\"budget_plan_item\\\",\\n    99|            entity_id=str(existing[\\\"plan_item_id\\\"]),\\n   100|            new_values={\\\"deduplicated\\\": True, \\\"name\\\": normalised[\\\"name\\\"], \\\"plan_month\\\": normalised[\\\"plan_month\\\"]},\\n   101|            created_by=\\\"user\\\",\\n   102|        )\\n   103|        conn.commit()\\n   104|        return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": str(existing[\\\"plan_item_id\\\"]), \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Budgetplan bereits vorhanden\\\"}\\n   105|    ts = now()\\n   106|    conn.execute(\\n   107|        \\\"\\\"\\\"\\n   108|        INSERT INTO budget_plan_items(plan_item_id, plan_month, category_id, name, monthly_amount_chf, annual_amount_chf, cadence, is_fixed_cost, source_type, notes, is_active, created_at, updated_at)\\n   109|        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 1, ?, ?)\\n   110|        \\\"\\\"\\\",\\n   111|        (\\n   112|            normalised[\\\"plan_item_id\\\"],\\n   113|            normalised[\\\"plan_month\\\"],\\n   114|            normalised[\\\"category_id\\\"],\\n   115|            normalised[\\\"name\\\"],\\n   116|            normalised[\\\"monthly_amount_chf\\\"],\\n   117|            normalised[\\\"annual_amount_chf\\\"],\\n   118|            normalised[\\\"cadence\\\"],\\n   119|            1 if normalised[\\\"is_fixed_cost\\\"] else 0,\\n   120|            normalised[\\\"source_type\\\"],\\n   121|            normalised[\\\"notes\\\"],\\n   122|            ts,\\n   123|            ts,\\n   124|        ),\\n   125|    )\\n   126|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"create\\\", entity_type=\\\"budget_plan_item\\\", entity_id=normalised[\\\"plan_item_id\\\"], new_values={k: v for k, v in normalised.items() if k != \\\"plan_item_id\\\"}, created_by=\\\"user\\\")\\n   127|    conn.commit()\\n   128|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": normalised[\\\"plan_item_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Budgetplan gespeichert\\\"}\\n   129|\\n   130|\\n   131|def list_budget_plan_items(conn: Connection, *, month: str | None = None, include_archived: bool = True) -> list[dict]:\\n   132|    clauses: list[str] = []\\n   133|    params: list[object] = []\\n   134|    if month:\\n   135|        clauses.append(\\\"p.plan_month=?\\\")\\n   136|        params.append(month)\\n   137|    if not include_archived:\\n   138|        clauses.append(\\\"p.is_active=1\\\")\\n   139|    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n   140|    rows = conn.execute(\\n   141|        f\\\"\\\"\\\"\\n   142|        SELECT p.*, c.name AS category_name, c.category_type\\n   143|        FROM budget_plan_items p\\n   144|        JOIN budget_categories c ON c.category_id=p.category_id\\n   145|        {where}\\n   146|        ORDER BY p.plan_month DESC, c.sort_order, p.name\\n   147|        \\\"\\\"\\\",\\n   148|        params,\\n   149|    ).fetchall()\\n   150|    return [row_to_dict(row) | {\\\"is_active\\\": bool(row[\\\"is_active\\\"]), \\\"is_fixed_cost\\\": bool(row[\\\"is_fixed_cost\\\"])} for row in rows]\\n   151|\", \"total_lines\": 150, \"file_size\": 6333, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_KTPb1VHSQryHfyEEdA72g4mI"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from fastapi import APIRouter, Depends\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from jarvis_finance.api.dependencies import get_db\\n     7|from jarvis_finance.services.budget_accounts import archive_budget_account, confirm_create_budget_account, create_budget_account_preview, list_budget_accounts\\n     8|from jarvis_finance.services.budget_categories import (\\n     9|    archive_category,\\n    10|    archive_tag,\\n    11|    confirm_create_category,\\n    12|    confirm_create_tag,\\n    13|    create_category_preview,\\n    14|    create_tag_preview,\\n    15|    list_categories,\\n    16|    list_tags,\\n    17|)\\n    18|from jarvis_finance.services.budget_overview import get_budget_overview, get_category_summary, get_monthly_summary\\n    19|from jarvis_finance.services.budget_plans import confirm_budget_plan_item, create_budget_plan_item_preview, list_budget_plan_items\\n    20|from jarvis_finance.services.budget_seed_review import (\\n    21|    confirm_budget_plan_takeover,\\n    22|    confirm_clear_category_takeover,\\n    23|    confirm_seed_candidate,\\n    24|    convert_unclean_range,\\n    25|    ignore_seed_candidate,\\n    26|    list_seed_candidates,\\n    27|    preview_budget_plan_takeover,\\n    28|    preview_clear_category_takeover,\\n    29|    preview_seed_candidate,\\n    30|    reopen_seed_candidate,\\n    31|    seed_budget_candidates_from_rows,\\n    32|    set_seed_candidate_status,\\n    33|)\\n    34|from jarvis_finance.services.budget_transactions import (\\n    35|    confirm_budget_transaction,\\n    36|    confirm_reverse_budget_transaction,\\n    37|    confirm_transfer,\\n    38|    create_budget_transaction_preview,\\n    39|    create_transfer_preview,\\n    40|    list_budget_transactions,\\n    41|    reverse_budget_transaction_preview,\\n    42|)\\n    43|\\n    44|router = APIRouter(prefix=\\\"/budget\\\", tags=[\\\"budget\\\"])\\n    45|\\n    46|\\n    47|@router.get(\\\"/overview\\\")\\n    48|def overview(conn: Connection = Depends(get_db)):\\n    49|    return get_budget_overview(conn)\\n    50|\\n    51|\\n    52|@router.get(\\\"/monthly-summary\\\")\\n    53|def monthly_summary(month: str | None = None, conn: Connection = Depends(get_db)):\\n    54|    return get_monthly_summary(conn, month)\\n    55|\\n    56|\\n    57|@router.get(\\\"/categories/summary\\\")\\n    58|def categories_summary(month: str | None = None, conn: Connection = Depends(get_db)):\\n    59|    return get_category_summary(conn, month)\\n    60|\\n    61|\\n    62|@router.get(\\\"/accounts\\\")\\n    63|def accounts(include_archived: bool = True, conn: Connection = Depends(get_db)):\\n    64|    return list_budget_accounts(conn, include_archived=include_archived)\\n    65|\\n    66|\\n    67|@router.post(\\\"/accounts/preview\\\")\\n    68|def accounts_preview(payload: dict, conn: Connection = Depends(get_db)):\\n    69|    return create_budget_account_preview(conn, payload)\\n    70|\\n    71|\\n    72|@router.post(\\\"/accounts/confirm\\\")\\n    73|def accounts_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    74|    return confirm_create_budget_account(conn, payload)\\n    75|\\n    76|\\n    77|@router.post(\\\"/accounts/{account_id}/archive\\\")\\n    78|def accounts_archive(account_id: str, conn: Connection = Depends(get_db)):\\n    79|    return archive_budget_account(conn, account_id)\\n    80|\\n    81|\\n    82|@router.get(\\\"/categories\\\")\\n    83|def categories(include_archived: bool = True, conn: Connection = Depends(get_db)):\\n    84|    return list_categories(conn, include_archived=include_archived)\\n    85|\\n    86|\\n    87|@router.get(\\\"/tags\\\")\\n    88|def tags(include_archived: bool = True, conn: Connection = Depends(get_db)):\\n    89|    return list_tags(conn, include_archived=include_archived)\\n    90|\\n    91|\\n    92|@router.post(\\\"/tags/preview\\\")\\n    93|def tags_preview(payload: dict, conn: Connection = Depends(get_db)):\\n    94|    return create_tag_preview(conn, payload)\\n    95|\\n    96|\\n    97|@router.post(\\\"/tags/confirm\\\")\\n    98|def tags_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    99|    return confirm_create_tag(conn, payload)\\n   100|\\n   101|\\n   102|@router.post(\\\"/tags/{tag_id}/archive\\\")\\n   103|def tags_archive(tag_id: str, conn: Connection = Depends(get_db)):\\n   104|    return archive_tag(conn, tag_id)\\n   105|\\n   106|\\n   107|@router.get(\\\"/plans\\\")\\n   108|def plans(month: str | None = None, include_archived: bool = True, conn: Connection = Depends(get_db)):\\n   109|    return list_budget_plan_items(conn, month=month, include_archived=include_archived)\\n   110|\\n   111|\\n   112|@router.post(\\\"/plans/preview\\\")\\n   113|def plans_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   114|    return create_budget_plan_item_preview(conn, payload)\\n   115|\\n   116|\\n   117|@router.post(\\\"/plans/confirm\\\")\\n   118|def plans_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   119|    return confirm_budget_plan_item(conn, payload)\\n   120|\\n   121|\\n   122|@router.get(\\\"/seed-candidates\\\")\\n   123|def seed_candidates(status: str | None = None, candidate_type: str | None = None, conn: Connection = Depends(get_db)):\\n   124|    return list_seed_candidates(conn, status=status, candidate_type=candidate_type)\\n   125|\\n   126|\\n   127|@router.post(\\\"/seed-candidates/generate\\\")\\n   128|def seed_candidates_generate(payload: dict, conn: Connection = Depends(get_db)):\\n   129|    return seed_budget_candidates_from_rows(conn, payload.get(\\\"workbook_rows\\\") or {}, source_file_label=payload.get(\\\"source_file_label\\\") or \\\"Budget workbook\\\")\\n   130|\\n   131|\\n   132|@router.post(\\\"/seed-candidates/{seed_candidate_id}/preview\\\")\\n   133|def seed_candidates_preview(seed_candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   134|    return preview_seed_candidate(conn, seed_candidate_id, payload or {})\\n   135|\\n   136|\\n   137|@router.post(\\\"/seed-candidates/{seed_candidate_id}/confirm\\\")\\n   138|def seed_candidates_confirm(seed_candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   139|    return confirm_seed_candidate(conn, seed_candidate_id, payload)\\n   140|\\n   141|\\n   142|@router.post(\\\"/seed-candidates/{seed_candidate_id}/ignore\\\")\\n   143|def seed_candidates_ignore(seed_candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   144|    return ignore_seed_candidate(conn, seed_candidate_id, (payload or {}).get(\\\"note\\\"))\\n   145|\\n   146|\\n   147|@router.post(\\\"/seed-candidates/{seed_candidate_id}/reopen\\\")\\n   148|def seed_candidates_reopen(seed_candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   149|    return reopen_seed_candidate(conn, seed_candidate_id, (payload or {}).get(\\\"note\\\"))\\n   150|\\n   151|\\n   152|@router.post(\\\"/seed-candidates/{seed_candidate_id}/status\\\")\\n   153|def seed_candidates_status(seed_candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   154|    return set_seed_candidate_status(conn, seed_candidate_id, payload.get(\\\"status\\\"), payload.get(\\\"note\\\"))\\n   155|\\n   156|\\n   157|@router.post(\\\"/seed-candidates/{seed_candidate_id}/convert-unclean\\\")\\n   158|def seed_candidates_convert_unclean(seed_candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   159|    return convert_unclean_range(conn, seed_candidate_id, payload.get(\\\"target_type\\\"), payload)\\n   160|\\n   161|\\n   162|@router.post(\\\"/seed-candidates/categories/preview-clear-takeover\\\")\\n   163|def seed_candidates_categories_preview_clear_takeover(conn: Connection = Depends(get_db)):\\n   164|    return preview_clear_category_takeover(conn)\\n   165|\\n   166|\\n   167|@router.post(\\\"/seed-candidates/categories/confirm-clear-takeover\\\")\\n   168|def seed_candidates_categories_confirm_clear_takeover(conn: Connection = Depends(get_db)):\\n   169|    return confirm_clear_category_takeover(conn)\\n   170|\\n   171|\\n   172|@router.post(\\\"/seed-candidates/budget-plans/preview-takeover\\\")\\n   173|def seed_candidates_budget_plans_preview_takeover(conn: Connection = Depends(get_db)):\\n   174|    return preview_budget_plan_takeover(conn)\\n   175|\\n   176|\\n   177|@router.post(\\\"/seed-candidates/budget-plans/confirm-takeover\\\")\\n   178|def seed_candidates_budget_plans_confirm_takeover(conn: Connection = Depends(get_db)):\\n   179|    return confirm_budget_plan_takeover(conn)\\n   180|\\n   181|\\n   182|@router.post(\\\"/categories/preview\\\")\\n   183|def categories_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   184|    return create_category_preview(conn, payload)\\n   185|\\n   186|\\n   187|@router.post(\\\"/categories/confirm\\\")\\n   188|def categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   189|    return confirm_create_category(conn, payload)\\n   190|\\n   191|\\n   192|@router.post(\\\"/categories/{category_id}/archive\\\")\\n   193|def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n   194|    return archive_category(conn, category_id)\\n   195|\\n   196|\\n   197|@router.get(\\\"/transactions\\\")\\n   198|def transactions(month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, conn: Connection = Depends(get_db)):\\n   199|    return list_budget_transactions(conn, month=month, account_id=account_id, category_id=category_id, transaction_type=transaction_type)\\n   200|\\n   201|\\n   202|@router.post(\\\"/transactions/preview\\\")\\n   203|def transactions_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   204|    return create_budget_transaction_preview(conn, payload)\\n   205|\\n   206|\\n   207|@router.post(\\\"/transactions/confirm\\\")\\n   208|def transactions_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   209|    return confirm_budget_transaction(conn, payload)\\n   210|\\n   211|\\n   212|@router.post(\\\"/transactions/{transaction_id}/reverse/preview\\\")\\n   213|def transactions_reverse_preview(transaction_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   214|    return reverse_budget_transaction_preview(conn, transaction_id, payload or {})\\n   215|\\n   216|\\n   217|@router.post(\\\"/transactions/{transaction_id}/reverse/confirm\\\")\\n   218|def transactions_reverse_confirm(transaction_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   219|    return confirm_reverse_budget_transaction(conn, transaction_id, payload)\\n   220|\\n   221|\\n   222|@router.post(\\\"/transfers/preview\\\")\\n   223|def transfers_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   224|    return create_transfer_preview(conn, payload)\\n   225|\\n   226|\\n   227|@router.post(\\\"/transfers/confirm\\\")\\n   228|def transfers_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   229|    return confirm_transfer(conn, payload)\\n   230|\", \"total_lines\": 229, \"file_size\": 8958, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_rN3Zd94Dn57aMCQ5mmrzSER4"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Planning implementation details**\n\nI need to focus on implementing some functionality. It seems like using write_file for modules might be a good idea. I should also consider budgeting for the seed review to make sure everything is covered. This step is crucial, so let’s make sure to get it right. I wonder if I need to outline any specific goals for this process to keep things organized.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Planning implementation details**\n\nI need to focus on implementing some functionality. It seems like using write_file for modules might be a good idea. I should also consider budgeting for the seed review to make sure everything is covered. This step is crucial, so let’s make sure to get it right. I wonder if I need to outline any specific goals for this process to keep things organized.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYr9HW-u6LqkRgJad4zsDS0x9ynhk11eXR_gkfd2puSmGYgzSqybo0G41aVbiWAIxlhku8Vr7V4T5-VXdEx4D06IHis693x_ptedR_xYmImt9L-o1LkBu9_5pQx482xl6BGIT2zfbEebkzqfkCsGcR08Je5W8uf4jWyXM-WkYq1YXbACpZPfzIx1j4Yaj4PKD_pUhn9lEpqwy0A7Mx3PCEPUJjo9zcM4w3J4f5iuziB4XW4MsL-Jx9UKTlDlOHX4yCTpoSoQQYIVFRhH-UoBW6CCx5IjWQOrrFavrB0DVsRp7_9ZZHz_93J9MHGxyFpYKibI9LEnt0tzscBjAFBZF23sPi_Su6jh7pWYRUPbaJAtD0ttmMmFPW8NbSqb8qARSW9pGUaC957O0-_XFjmvDcY1W7gzPNCEy0RV__Z8xDRoSpqUB9RAf01jIkUhNdCMlCdPpyw36SIcOKYBFgtRopThbft7eSeWBc1GHr1c2d4WTfw2ufwqhsbZd-si-gFWBJGGX5JA2b3kIcgm3ZhfTjJlY92LeZxhWWaCIWMtiEjg6FZKXKbrFzQwwMJ-Dc8gBMRWSPWeddIDow6I0uqE8a-ngiSYbMdPspK4aW5pFGjVKbYHABcYgl1lKC3PAvdR0LtEP4n6JjSu1NpBogxQ_J86xNJ1qGpDWmEw2k44YMA9-K-RfRn4jgsD8qNmVd9dcBkKIhoezg_4vpmJR8hDVOWEe-l6y9nWkCeFHj7qCVJ2qItGnJMZ9oTwrvvVldPv0Vu9cvtJpRRPQ00tihrosYbP1qg52RBNmMBQnRB_o5bLZK6_ArPGL_n5rsfxaBAlsNGhPceBe_K1yQYzyIQr37MxfhKVcvLsEMgCmds1ndDc8_tOxJbSSBXrN7TjdCY8m0CZAlZ1MuHPbQdkOObSqzNfC0ef8c130hpftvcFsPhvpcD5MUvrR5miJ7gEfFP1no--u6TSchZCsbH9iyz5bg8WDYK9YensVOWFUZ1MTj4-1grfPho42JVAWEjvsZQsRjKP",
          "id": "rs_064af6ee3d6528eb016a098afc091c8191abf8d77adf76bc6a",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning implementation details**\n\nI need to focus on implementing some functionality. It seems like using write_file for modules might be a good idea. I should also consider budgeting for the seed review to make sure everything is covered. This step is crucial, so let’s make sure to get it right. I wonder if I need to outline any specific goals for this process to keep things organized."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_76G1RmBra71dNrwWj2wOdJM4",
          "call_id": "call_76G1RmBra71dNrwWj2wOdJM4",
          "response_item_id": "fc_064af6ee3d6528eb016a098afda244819191bd45e42dd5cb6a",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":520,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_seed_review.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from decimal import Decimal, InvalidOperation\\n     4|from sqlite3 import Connection\\n     5|from typing import Any\\n     6|\\n     7|from fastapi import HTTPException\\n     8|\\n     9|from jarvis_finance.audit.log import record_audit_event\\n    10|from jarvis_finance.budget.excel_seed import analyze_budget_workbook_rows\\n    11|from jarvis_finance.services.budget_categories import confirm_create_category, create_category_preview\\n    12|from jarvis_finance.services.budget_common import new_id, now, row_to_dict\\n    13|from jarvis_finance.services.budget_plans import confirm_budget_plan_item, create_budget_plan_item_preview\\n    14|\\n    15|CANDIDATE_TYPES = {\\\"category\\\", \\\"budget_plan\\\", \\\"recurring_candidate\\\", \\\"unclean_range\\\"}\\n    16|STATUSES = {\\\"pending\\\", \\\"accepted\\\", \\\"edited\\\", \\\"ignored\\\", \\\"needs_review\\\", \\\"confirmed\\\"}\\n    17|PERIOD_TYPES = {\\\"monthly\\\", \\\"annual\\\", \\\"fixed_like\\\", \\\"unclear\\\"}\\n    18|\\n    19|\\n    20|def _decimal_text(value: object) -> str | None:\\n    21|    if value in (None, \\\"\\\"):\\n    22|        return None\\n    23|    try:\\n    24|        return format(Decimal(str(value).strip().replace(\\\"'\\\", \\\"\\\").replace(\\\",\\\", \\\".\\\")), \\\"f\\\")\\n    25|    except (InvalidOperation, ValueError):\\n    26|        return None\\n    27|\\n    28|\\n    29|def _category_type(label: str) -> str:\\n    30|    low = label.lower()\\n    31|    if any(word in low for word in (\\\"lohn\\\", \\\"gehalt\\\", \\\"einnah\\\", \\\"income\\\")):\\n    32|        return \\\"income\\\"\\n    33|    if any(word in low for word in (\\\"sparen\\\", \\\"invest\\\", \\\"transfer\\\")):\\n    34|        return \\\"neutral\\\"\\n    35|    return \\\"expense\\\"\\n    36|\\n    37|\\n    38|def _candidate_row(**kwargs: Any) -> dict[str, Any]:\\n    39|    ts = now()\\n    40|    row = {\\n    41|        \\\"seed_candidate_id\\\": kwargs.get(\\\"seed_candidate_id\\\") or new_id(\\\"bseed\\\"),\\n    42|        \\\"source_file_label\\\": kwargs.get(\\\"source_file_label\\\") or \\\"Budget workbook\\\",\\n    43|        \\\"source_sheet\\\": kwargs.get(\\\"source_sheet\\\") or \\\"\\\",\\n    44|        \\\"source_row_or_range\\\": kwargs.get(\\\"source_row_or_range\\\") or \\\"\\\",\\n    45|        \\\"candidate_type\\\": kwargs.get(\\\"candidate_type\\\") or \\\"category\\\",\\n    46|        \\\"source_label\\\": kwargs.get(\\\"source_label\\\") or None,\\n    47|        \\\"proposed_category_id\\\": kwargs.get(\\\"proposed_category_id\\\") or None,\\n    48|        \\\"proposed_parent_label\\\": kwargs.get(\\\"proposed_parent_label\\\") or None,\\n    49|        \\\"proposed_name\\\": kwargs.get(\\\"proposed_name\\\") or None,\\n    50|        \\\"proposed_period_type\\\": kwargs.get(\\\"proposed_period_type\\\") or None,\\n    51|        \\\"proposed_amount_text\\\": _decimal_text(kwargs.get(\\\"proposed_amount_text\\\")),\\n    52|        \\\"currency\\\": kwargs.get(\\\"currency\\\") or \\\"CHF\\\",\\n    53|        \\\"confidence\\\": kwargs.get(\\\"confidence\\\") or \\\"0.70\\\",\\n    54|        \\\"requires_review\\\": bool(kwargs.get(\\\"requires_review\\\", False)),\\n    55|        \\\"status\\\": kwargs.get(\\\"status\\\") or (\\\"needs_review\\\" if kwargs.get(\\\"requires_review\\\") else \\\"pending\\\"),\\n    56|        \\\"notes\\\": kwargs.get(\\\"notes\\\") or None,\\n    57|        \\\"created_at\\\": ts,\\n    58|        \\\"updated_at\\\": ts,\\n    59|    }\\n    60|    if row[\\\"candidate_type\\\"] not in CANDIDATE_TYPES:\\n    61|        raise HTTPException(status_code=422, detail=\\\"invalid candidate_type\\\")\\n    62|    if row[\\\"status\\\"] not in STATUSES:\\n    63|        raise HTTPException(status_code=422, detail=\\\"invalid candidate status\\\")\\n    64|    return row\\n    65|\\n    66|\\n    67|def _insert_candidate(conn: Connection, row: dict[str, Any]) -> None:\\n    68|    conn.execute(\\n    69|        \\\"\\\"\\\"\\n    70|        INSERT INTO budget_seed_candidates(\\n    71|            seed_candidate_id, source_file_label, source_sheet, source_row_or_range,\\n    72|            candidate_type, source_label, proposed_category_id, proposed_parent_label,\\n    73|            proposed_name, proposed_period_type, proposed_amount_text, currency,\\n    74|            confidence, requires_review, status, notes, created_at, updated_at\\n    75|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n    76|        \\\"\\\"\\\",\\n    77|        (\\n    78|            row[\\\"seed_candidate_id\\\"], row[\\\"source_file_label\\\"], row[\\\"source_sheet\\\"], row[\\\"source_row_or_range\\\"],\\n    79|            row[\\\"candidate_type\\\"], row[\\\"source_label\\\"], row[\\\"proposed_category_id\\\"], row[\\\"proposed_parent_label\\\"],\\n    80|            row[\\\"proposed_name\\\"], row[\\\"proposed_period_type\\\"], row[\\\"proposed_amount_text\\\"], row[\\\"currency\\\"],\\n    81|            row[\\\"confidence\\\"], 1 if row[\\\"requires_review\\\"] else 0, row[\\\"status\\\"], row[\\\"notes\\\"], row[\\\"created_at\\\"], row[\\\"updated_at\\\"],\\n    82|        ),\\n    83|    )\\n    84|\\n    85|\\n    86|def _find_amount(row: list[Any], headers: list[str], prefer: str) -> str | None:\\n    87|    month_headers = {\\\"jan\\\", \\\"januar\\\", \\\"monatlich\\\", \\\"monthly\\\", \\\"feb\\\", \\\"februar\\\", \\\"mar\\\", \\\"mär\\\", \\\"maerz\\\", \\\"märz\\\", \\\"apr\\\", \\\"april\\\", \\\"mai\\\", \\\"jun\\\", \\\"juni\\\", \\\"jul\\\", \\\"juli\\\", \\\"aug\\\", \\\"august\\\", \\\"sep\\\", \\\"sept\\\", \\\"september\\\", \\\"okt\\\", \\\"oktober\\\", \\\"nov\\\", \\\"november\\\", \\\"dez\\\", \\\"dezember\\\"}\\n    88|    year_headers = {\\\"jahr\\\", \\\"total\\\", \\\"summe\\\", \\\"jährlich\\\", \\\"jaehrlich\\\", \\\"annual\\\"}\\n    89|    header_set = year_headers if prefer == \\\"annual\\\" else month_headers\\n    90|    for idx, header in enumerate(headers):\\n    91|        if header in header_set and idx < len(row):\\n    92|            amount = _decimal_text(row[idx])\\n    93|            if amount is not None:\\n    94|                return amount\\n    95|    return None\\n    96|\\n    97|\\n    98|def _normalise(value: object) -> str:\\n    99|    return str(value or \\\"\\\").strip().lower().replace(\\\"ä\\\", \\\"ae\\\").replace(\\\"ö\\\", \\\"oe\\\").replace(\\\"ü\\\", \\\"ue\\\")\\n   100|\\n   101|\\n   102|\\n   103|def _income_bucket(label: str) -> str:\\n   104|    low = _normalise(label)\\n   105|    if 'marcel' in low and any(w in low for w in ('lohn', 'einkommen', 'einnahme', 'salary')):\\n   106|        return 'Lohn Marcel'\\n   107|    if 'melanie' in low and any(w in low for w in ('lohn', 'einkommen', 'einnahme', 'salary')):\\n   108|        return 'Lohn Melanie'\\n   109|    if any(w in low for w in ('gratifikation', 'bonus', '13.', '13 ')):\\n   110|        return 'Gratifikation'\\n   111|    return 'Sonstige Einnahmen'\\n   112|\\n   113|\\n   114|def _income_candidates_from_2026_rows(conn: Connection, rows: list[list[Any]], source_file_label: str, counts: dict[str, int], seen_keys: set[tuple[str, str, str]]) -> None:\\n   115|    # User-specified Excel area: sheet 2026, roughly rows 37-45, columns B-E.\\n   116|    # Keep this as review candidates only; no productive writes here.\\n   117|    for row_number, row in enumerate(rows[36:45], start=37):\\n   118|        cells = list(row[1:5])\\n   119|        label_parts = [str(c).strip() for c in cells if c not in (None, '') and _decimal_text(c) is None]\\n   120|        label = ' '.join(label_parts).strip()\\n   121|        if not label:\\n   122|            continue\\n   123|        low = _normalise(label)\\n   124|        if not any(word in low for word in ('lohn', 'einkommen', 'einnah', 'gratifikation', 'bonus', 'gehalt', 'marcel', 'melanie')):\\n   125|            continue\\n   126|        amount = next((_decimal_text(c) for c in cells if _decimal_text(c) is not None), None)\\n   127|        if amount is None:\\n   128|            continue\\n   129|        bucket = _income_bucket(label)\\n   130|        source_ref = f'R{row_number}:B-E'\\n   131|        key = ('budget_plan', source_ref, bucket)\\n   132|        if key in seen_keys:\\n   133|            continue\\n   134|        seen_keys.add(key)\\n   135|        category_key = ('category', 'income', bucket)\\n   136|        if category_key not in seen_keys:\\n   137|            seen_keys.add(category_key)\\n   138|            _insert_candidate(conn, _candidate_row(\\n   139|                source_file_label=source_file_label,\\n   140|                source_sheet='2026',\\n   141|                source_row_or_range=source_ref,\\n   142|                candidate_type='category',\\n   143|                source_label=bucket,\\n   144|                proposed_parent_label='Einnahmen',\\n   145|                proposed_name=bucket,\\n   146|                proposed_period_type=None,\\n   147|                confidence='0.90',\\n   148|                requires_review=False,\\n   149|                notes='type:income; source:income_area_2026',\\n   150|            ))\\n   151|            counts['category'] += 1\\n   152|        period = 'annual' if any(word in low for word in ('gratifikation', 'bonus', '13.')) else 'monthly'\\n   153|        _insert_candidate(conn, _candidate_row(\\n   154|            source_file_label=source_file_label,\\n   155|            source_sheet='2026',\\n   156|            source_row_or_range=source_ref,\\n   157|            candidate_type='budget_plan',\\n   158|            source_label=label,\\n   159|            proposed_parent_label='Einnahmen',\\n   160|            proposed_name=bucket,\\n   161|            proposed_period_type=period,\\n   162|            proposed_amount_text=amount,\\n   163|            confidence='0.82' if bucket == 'Sonstige Einnahmen' else '0.90',\\n   164|            requires_review=bucket == 'Sonstige Einnahmen',\\n   165|            notes='type:income; source:income_area_2026',\\n   166|        ))\\n   167|        counts['budget_plan'] += 1\\n   168|\\n   169|\\n   170|def seed_budget_candidates_from_rows(conn: Connection, sheets: dict[str, list[list[Any]]], *, source_file_label: str = \\\"Budget workbook\\\") -> dict[str, Any]:\\n   171|    analysis = analyze_budget_workbook_rows(sheets)\\n   172|    sheet = analysis.get(\\\"current_budget_sheet\\\") or next(iter(sheets), \\\"\\\")\\n   173|    rows = sheets.get(sheet, [])\\n   174|    header_idx = None\\n   175|    headers: list[str] = []\\n   176|    for idx, row in enumerate(rows[:30]):\\n   177|        normalised = [_normalise(cell) for cell in row]\\n   178|        has_category = any(h in {\\\"kategorie\\\", \\\"category\\\", \\\"hauptkategorie\\\", \\\"bereich\\\"} for h in normalised)\\n   179|        has_position = any(h in {\\\"position\\\", \\\"beschreibung\\\", \\\"name\\\", \\\"detail\\\", \\\"unterkategorie\\\", \\\"was\\\"} for h in normalised)\\n   180|        has_budget = any(h in {\\\"jan\\\", \\\"januar\\\", \\\"monatlich\\\", \\\"monthly\\\", \\\"jahr\\\", \\\"jaehrlich\\\", \\\"jährlich\\\", \\\"total\\\", \\\"summe\\\"} for h in normalised)\\n   181|        if (has_category or has_position) and has_budget:\\n   182|            header_idx = idx\\n   183|            headers = normalised\\n   184|            break\\n   185|    if header_idx is None:\\n   186|        conn.commit()\\n   187|        return analysis | {\\\"category_candidate_count\\\": 0, \\\"budget_plan_candidate_count\\\": 0, \\\"recurring_candidate_count\\\": 0}\\n   188|\\n   189|    cat_idx = next((i for i, h in enumerate(headers) if h in {\\\"kategorie\\\", \\\"category\\\", \\\"hauptkategorie\\\", \\\"bereich\\\"}), None)\\n   190|    pos_idx = next((i for i, h in enumerate(headers) if h in {\\\"position\\\", \\\"beschreibung\\\", \\\"name\\\", \\\"detail\\\", \\\"unterkategorie\\\", \\\"was\\\"}), None)\\n   191|    if cat_idx is None:\\n   192|        cat_idx = pos_idx\\n   193|    type_indices = [i for i, h in enumerate(headers) if h in {\\\"typ\\\", \\\"type\\\", \\\"art\\\"}]\\n   194|    conn.execute(\\\"DELETE FROM budget_seed_candidates WHERE source_file_label=? AND status IN ('pending','needs_review')\\\", (source_file_label,))\\n   195|    seen_categories: set[str] = set()\\n   196|    seen_candidate_keys: set[tuple[str, str, str]] = set()\\n   197|    current_parent = \\\"\\\"\\n   198|    counts = {\\\"category\\\": 0, \\\"budget_plan\\\": 0, \\\"recurring_candidate\\\": 0, \\\"unclean_range\\\": 0}\\n   199|    for row_number, row in enumerate(rows[header_idx + 1 :], start=header_idx + 2):\\n   200|        category = str(row[cat_idx]).strip() if cat_idx is not None and cat_idx < len(row) and row[cat_idx] is not None else \\\"\\\"\\n   201|        position = str(row[pos_idx]).strip() if pos_idx is not None and pos_idx < len(row) and row[pos_idx] is not None else \\\"\\\"\\n   202|        if not category and not position:\\n   203|            continue\\n   204|        monthly = _find_amount(list(row), headers, \\\"monthly\\\")\\n   205|        annual = _find_amount(list(row), headers, \\\"annual\\\")\\n   206|        if monthly and not annual and any(h in {\\\"monatlich\\\", \\\"monthly\\\"} for h in headers):\\n   207|            monthly = None\\n   208|        source_ref = f\\\"R{row_number}\\\"\\n   209|        is_section = bool(category and not monthly and not annual and (pos_idx == cat_idx or not position or position == category))\\n   210|        if is_section:\\n   211|            current_parent = category\\n   212|        parent_label = current_parent if current_parent and not is_section else (category if cat_idx != pos_idx else None)\\n   213|        if category and is_section and category not in seen_categories:\\n   214|            seen_categories.add(category)\\n   215|            _insert_candidate(conn, _candidate_row(source_file_label=source_file_label, source_sheet=sheet, source_row_or_range=source_ref, candidate_type=\\\"category\\\", source_label=category, proposed_name=category, proposed_period_type=None, proposed_amount_text=None, confidence=\\\"0.90\\\", requires_review=False, notes=f\\\"type:{_category_type(category)}\\\"))\\n   216|            counts[\\\"category\\\"] += 1\\n   217|        elif category and cat_idx != pos_idx and category not in seen_categories:\\n   218|            seen_categories.add(category)\\n   219|            _insert_candidate(conn, _candidate_row(source_file_label=source_file_label, source_sheet=sheet, source_row_or_range=source_ref, candidate_type=\\\"category\\\", source_label=category, proposed_name=category, proposed_period_type=None, proposed_amount_text=None, confidence=\\\"0.90\\\", requires_review=False, notes=f\\\"type:{_category_type(category)}\\\"))\\n   220|            counts[\\\"category\\\"] += 1\\n   221|        if monthly or annual:\\n   222|            period = \\\"monthly\\\" if monthly else \\\"annual\\\"\\n   223|            fixed_text = \\\" \\\".join(_normalise(row[i]) for i in type_indices if i < len(row)) + \\\" \\\" + _normalise(position)\\n   224|            is_fixed = any(hint in fixed_text for hint in (\\\"fix\\\", \\\"fixkosten\\\", \\\"fixed\\\", \\\"wiederkehrend\\\", \\\"recurring\\\", \\\"abo\\\", \\\"miete\\\"))\\n   225|            _insert_candidate(conn, _candidate_row(source_file_label=source_file_label, source_sheet=sheet, source_row_or_range=source_ref, candidate_type=\\\"budget_plan\\\", source_label=position or category, proposed_parent_label=parent_label, proposed_name=position or category, proposed_period_type=period, proposed_amount_text=monthly or annual, confidence=\\\"0.85\\\", requires_review=False, notes=\\\"fixed_like\\\" if is_fixed else None))\\n   226|            seen_candidate_keys.add((\\\"budget_plan\\\", source_ref, position or category))\\n   227|            counts[\\\"budget_plan\\\"] += 1\\n   228|            if is_fixed:\\n   229|                _insert_candidate(conn, _candidate_row(source_file_label=source_file_label, source_sheet=sheet, source_row_or_range=source_ref, candidate_type=\\\"recurring_candidate\\\", source_label=position or category, proposed_parent_label=parent_label, proposed_name=position or category, proposed_period_type=\\\"fixed_like\\\", proposed_amount_text=monthly or annual, confidence=\\\"0.80\\\", requires_review=True, notes=\\\"Nur vormerken; keine recurring_payments-Anlage\\\"))\\n   230|                counts[\\\"recurring_candidate\\\"] += 1\\n   231|        else:\\n   232|            _insert_candidate(conn, _candidate_row(source_file_label=source_file_label, source_sheet=sheet, source_row_or_range=source_ref, candidate_type=\\\"unclean_range\\\", source_label=position or category, proposed_name=position or category, proposed_period_type=\\\"unclear\\\", confidence=\\\"0.20\\\", requires_review=True, notes=\\\"Keine klaren Budgetwerte erkannt\\\"))\\n   233|            counts[\\\"unclean_range\\\"] += 1\\n   234|    if sheet == \\\"2026\\\":\\n   235|        _income_candidates_from_2026_rows(conn, rows, source_file_label, counts, seen_candidate_keys)\\n   236|    conn.commit()\\n   237|    return analysis | {\\\"category_candidate_count\\\": counts[\\\"category\\\"], \\\"budget_plan_candidate_count\\\": counts[\\\"budget_plan\\\"], \\\"recurring_candidate_count\\\": counts[\\\"recurring_candidate\\\"], \\\"unclean_range_count\\\": counts[\\\"unclean_range\\\"], \\\"income_candidate_count\\\": conn.execute(\\\"SELECT COUNT(*) FROM budget_seed_candidates WHERE source_file_label=? AND candidate_type='budget_plan' AND notes LIKE '%type:income%'\\\", (source_file_label,)).fetchone()[0]}\\n   238|\\n   239|\\n   240|def list_seed_candidates(conn: Connection, *, status: str | None = None, candidate_type: str | None = None) -> list[dict[str, Any]]:\\n   241|    clauses: list[str] = []\\n   242|    params: list[object] = []\\n   243|    if status:\\n   244|        clauses.append(\\\"status=?\\\")\\n   245|        params.append(status)\\n   246|    if candidate_type:\\n   247|        clauses.append(\\\"candidate_type=?\\\")\\n   248|        params.append(candidate_type)\\n   249|    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n   250|    rows = conn.execute(f\\\"SELECT * FROM budget_seed_candidates {where} ORDER BY created_at, source_sheet, source_row_or_range, candidate_type\\\", params).fetchall()\\n   251|    return [row_to_dict(row) | {\\\"requires_review\\\": bool(row[\\\"requires_review\\\"])} for row in rows]\\n   252|\\n   253|\\n   254|def _candidate(conn: Connection, seed_candidate_id: str) -> dict[str, Any]:\\n   255|    row = conn.execute(\\\"SELECT * FROM budget_seed_candidates WHERE seed_candidate_id=?\\\", (seed_candidate_id,)).fetchone()\\n   256|    if not row:\\n   257|        raise HTTPException(status_code=404, detail=\\\"seed candidate not found\\\")\\n   258|    return row_to_dict(row) | {\\\"requires_review\\\": bool(row[\\\"requires_review\\\"])}\\n   259|\\n   260|\\n   261|def _category_id_for_label(conn: Connection, label: str | None) -> str:\\n   262|    if label:\\n   263|        existing = conn.execute(\\\"SELECT category_id FROM budget_categories WHERE lower(name)=lower(?) AND is_active=1 ORDER BY sort_order LIMIT 1\\\", (label,)).fetchone()\\n   264|        if existing:\\n   265|            return str(existing[\\\"category_id\\\"])\\n   266|    fallback = conn.execute(\\\"SELECT category_id FROM budget_categories WHERE category_id='bcat_review_needed'\\\").fetchone()\\n   267|    return str(fallback[\\\"category_id\\\"])\\n   268|\\n   269|\\n   270|def preview_seed_candidate(conn: Connection, seed_candidate_id: str, edits: dict[str, Any] | None = None) -> dict[str, Any]:\\n   271|    candidate = _candidate(conn, seed_candidate_id)\\n   272|    edits = edits or {}\\n   273|    ctype = candidate[\\\"candidate_type\\\"]\\n   274|    if ctype == \\\"unclean_range\\\":\\n   275|        return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"action\\\": \\\"review_unclean_range\\\", \\\"warnings\\\": [\\\"Manuelle Prüfung erforderlich\\\"], \\\"payload\\\": {\\\"seed_candidate_id\\\": seed_candidate_id, \\\"notes\\\": edits.get(\\\"notes\\\") or candidate.get(\\\"notes\\\")}}\\n   276|    name = str(edits.get(\\\"proposed_name\\\") or candidate.get(\\\"proposed_name\\\") or candidate.get(\\\"source_label\\\") or \\\"\\\").strip()\\n   277|    if ctype == \\\"category\\\":\\n   278|        payload = {\\\"name\\\": name, \\\"category_type\\\": edits.get(\\\"category_type\\\") or (\\\"income\\\" if \\\"type:income\\\" in str(candidate.get(\\\"notes\\\") or \\\"\\\") or str(candidate.get(\\\"proposed_parent_label\\\") or \\\"\\\").lower() == \\\"einnahmen\\\" else _category_type(name)), \\\"parent_label\\\": candidate.get(\\\"proposed_parent_label\\\")}\\n   279|        return create_category_preview(conn, payload) | {\\\"action\\\": \\\"accept_category\\\", \\\"payload\\\": {\\\"seed_candidate_id\\\": seed_candidate_id, **payload}}\\n   280|    if ctype in {\\\"budget_plan\\\", \\\"recurring_candidate\\\"}:\\n   281|        period = str(edits.get(\\\"proposed_period_type\\\") or candidate.get(\\\"proposed_period_type\\\") or \\\"monthly\\\")\\n   282|        if period == \\\"fixed_like\\\":\\n   283|            period = \\\"monthly\\\"\\n   284|        category_id = str(edits.get(\\\"proposed_category_id\\\") or candidate.get(\\\"proposed_category_id\\\") or _category_id_for_label(conn, str(edits.get(\\\"proposed_parent_label\\\") or candidate.get(\\\"proposed_parent_label\\\") or \\\"\\\")))\\n   285|        payload = {\\n   286|            \\\"plan_month\\\": str(edits.get(\\\"plan_month\\\") or \\\"2026-01\\\"),\\n   287|            \\\"category_id\\\": category_id,\\n   288|            \\\"name\\\": name,\\n   289|            \\\"monthly_amount_chf\\\": candidate.get(\\\"proposed_amount_text\\\") if period == \\\"monthly\\\" else None,\\n   290|            \\\"annual_amount_chf\\\": candidate.get(\\\"proposed_amount_text\\\") if period == \\\"annual\\\" else None,\\n   291|            \\\"cadence\\\": \\\"monthly\\\" if period == \\\"monthly\\\" else \\\"annual\\\",\\n   292|            \\\"is_fixed_cost\\\": ctype == \\\"recurring_candidate\\\" or candidate.get(\\\"notes\\\") == \\\"fixed_like\\\",\\n   293|            \\\"source_type\\\": \\\"excel_seed_dry_run\\\",\\n   294|            \\\"notes\\\": \\\"Budget Seed Review 2026\\\",\\n   295|        }\\n   296|        return create_budget_plan_item_preview(conn, payload) | {\\\"action\\\": \\\"accept_budget_plan\\\", \\\"payload\\\": {\\\"seed_candidate_id\\\": seed_candidate_id, **payload}}\\n   297|    raise HTTPException(status_code=422, detail=\\\"unsupported seed candidate type\\\")\\n   298|\\n   299|\\n   300|def confirm_seed_candidate(conn: Connection, seed_candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n   301|    candidate = _candidate(conn, seed_candidate_id)\\n   302|    if candidate[\\\"status\\\"] in {\\\"confirmed\\\", \\\"ignored\\\"}:\\n   303|        raise HTTPException(status_code=409, detail=\\\"seed candidate already closed\\\")\\n   304|    ctype = candidate[\\\"candidate_type\\\"]\\n   305|    payload = {k: v for k, v in payload.items() if k != \\\"seed_candidate_id\\\"}\\n   306|    if ctype == \\\"category\\\":\\n   307|        result = confirm_create_category(conn, payload)\\n   308|    elif ctype in {\\\"budget_plan\\\", \\\"recurring_candidate\\\"}:\\n   309|        result = confirm_budget_plan_item(conn, payload)\\n   310|    else:\\n   311|        raise HTTPException(status_code=422, detail=\\\"unclean range cannot be confirmed automatically\\\")\\n   312|    ts = now()\\n   313|    conn.execute(\\\"UPDATE budget_seed_candidates SET status='confirmed', updated_at=?, proposed_category_id=COALESCE(?, proposed_category_id) WHERE seed_candidate_id=?\\\", (ts, payload.get(\\\"category_id\\\"), seed_candidate_id))\\n   314|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"confirm\\\", entity_type=\\\"budget_seed_candidate\\\", entity_id=seed_candidate_id, old_values={\\\"status\\\": candidate[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"confirmed\\\", \\\"linked_entity_id\\\": result[\\\"entity_id\\\"]}, created_by=\\\"user\\\")\\n   315|    conn.commit()\\n   316|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": result[\\\"entity_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Seed-Kandidat übernommen\\\"}\\n   317|\\n   318|\\n   319|def ignore_seed_candidate(conn: Connection, seed_candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n   320|    candidate = _candidate(conn, seed_candidate_id)\\n   321|    ts = now()\\n   322|    conn.execute(\\\"UPDATE budget_seed_candidates SET status='ignored', notes=COALESCE(?, notes), updated_at=? WHERE seed_candidate_id=?\\\", (note, ts, seed_candidate_id))\\n   323|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"ignore\\\", entity_type=\\\"budget_seed_candidate\\\", entity_id=seed_candidate_id, old_values={\\\"status\\\": candidate[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"ignored\\\", \\\"note\\\": note}, created_by=\\\"user\\\")\\n   324|    conn.commit()\\n   325|    return {\\\"status\\\": \\\"ignored\\\", \\\"entity_id\\\": seed_candidate_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Seed-Kandidat ignoriert\\\"}\\n   326|\\n   327|\\n   328|def set_seed_candidate_status(conn: Connection, seed_candidate_id: str, status: str, note: str | None = None) -> dict[str, Any]:\\n   329|    if status not in STATUSES:\\n   330|        raise HTTPException(status_code=422, detail=\\\"invalid candidate status\\\")\\n   331|    candidate = _candidate(conn, seed_candidate_id)\\n   332|    ts = now()\\n   333|    conn.execute(\\n   334|        \\\"UPDATE budget_seed_candidates SET status=?, notes=COALESCE(?, notes), updated_at=? WHERE seed_candidate_id=?\\\",\\n   335|        (status, note, ts, seed_candidate_id),\\n   336|    )\\n   337|    audit_id = record_audit_event(\\n   338|        conn,\\n   339|        source=\\\"vue_dashboard\\\",\\n   340|        action=\\\"status_change\\\",\\n   341|        entity_type=\\\"budget_seed_candidate\\\",\\n   342|        entity_id=seed_candidate_id,\\n   343|        old_values={\\\"status\\\": candidate[\\\"status\\\"]},\\n   344|        new_values={\\\"status\\\": status, \\\"note\\\": note},\\n   345|        created_by=\\\"user\\\",\\n   346|    )\\n   347|    conn.commit()\\n   348|    return {\\\"status\\\": status, \\\"entity_id\\\": seed_candidate_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Seed-Kandidat Status aktualisiert\\\"}\\n   349|\\n   350|\\n   351|def reopen_seed_candidate(conn: Connection, seed_candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n   352|    return set_seed_candidate_status(conn, seed_candidate_id, \\\"pending\\\", note or \\\"Vom User wieder geöffnet\\\")\\n   353|\\n   354|\\n   355|def convert_unclean_range(conn: Connection, seed_candidate_id: str, target_type: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:\\n   356|    payload = payload or {}\\n   357|    candidate = _candidate(conn, seed_candidate_id)\\n   358|    if candidate[\\\"candidate_type\\\"] != \\\"unclean_range\\\":\\n   359|        raise HTTPException(status_code=422, detail=\\\"only unclean ranges can be converted\\\")\\n   360|    if target_type not in {\\\"category\\\", \\\"budget_plan\\\"}:\\n   361|        raise HTTPException(status_code=422, detail=\\\"invalid target type\\\")\\n   362|    name = str(payload.get(\\\"proposed_name\\\") or candidate.get(\\\"proposed_name\\\") or candidate.get(\\\"source_label\\\") or \\\"\\\").strip()\\n   363|    if not name:\\n   364|        raise HTTPException(status_code=422, detail=\\\"proposed_name is required\\\")\\n   365|    row = _candidate_row(\\n   366|        source_file_label=candidate.get(\\\"source_file_label\\\"),\\n   367|        source_sheet=candidate.get(\\\"source_sheet\\\"),\\n   368|        source_row_or_range=candidate.get(\\\"source_row_or_range\\\"),\\n   369|        candidate_type=target_type,\\n   370|        source_label=candidate.get(\\\"source_label\\\"),\\n   371|        proposed_parent_label=payload.get(\\\"proposed_parent_label\\\") or candidate.get(\\\"proposed_parent_label\\\"),\\n   372|        proposed_name=name,\\n   373|        proposed_period_type=payload.get(\\\"proposed_period_type\\\") or (\\\"monthly\\\" if target_type == \\\"budget_plan\\\" else None),\\n   374|        proposed_amount_text=payload.get(\\\"proposed_amount_text\\\") or candidate.get(\\\"proposed_amount_text\\\"),\\n   375|        confidence=payload.get(\\\"confidence\\\") or \\\"0.55\\\",\\n   376|        requires_review=True,\\n   377|        notes=f\\\"converted_from_unclean:{seed_candidate_id}; {payload.get('notes') or candidate.get('notes') or ''}\\\".strip(),\\n   378|    )\\n   379|    _insert_candidate(conn, row)\\n   380|    audit_id = record_audit_event(\\n   381|        conn,\\n   382|        source=\\\"vue_dashboard\\\",\\n   383|        action=\\\"convert_unclean_range\\\",\\n   384|        entity_type=\\\"budget_seed_candidate\\\",\\n   385|        entity_id=seed_candidate_id,\\n   386|        old_values={\\\"candidate_type\\\": \\\"unclean_range\\\", \\\"status\\\": candidate[\\\"status\\\"]},\\n   387|        new_values={\\\"created_candidate_id\\\": row[\\\"seed_candidate_id\\\"], \\\"target_type\\\": target_type},\\n   388|        created_by=\\\"user\\\",\\n   389|    )\\n   390|    conn.commit()\\n   391|    return {\\\"status\\\": \\\"created\\\", \\\"entity_id\\\": row[\\\"seed_candidate_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Review-Kandidat aus Unclean Range angelegt\\\"}\\n   392|\\n   393|\\n   394|def preview_clear_category_takeover(conn: Connection) -> dict[str, Any]:\\n   395|    rows = [c for c in list_seed_candidates(conn, candidate_type=\\\"category\\\") if c[\\\"status\\\"] not in {\\\"confirmed\\\", \\\"ignored\\\"} and not c[\\\"requires_review\\\"]]\\n   396|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": \\\"Eindeutige Kategorien übernehmen\\\", \\\"count\\\": len(rows), \\\"categories\\\": [{\\\"seed_candidate_id\\\": r[\\\"seed_candidate_id\\\"], \\\"name\\\": r.get(\\\"proposed_name\\\") or r.get(\\\"source_label\\\"), \\\"category_type\\\": (\\\"income\\\" if \\\"type:income\\\" in str(r.get(\\\"notes\\\") or \\\"\\\") or str(r.get(\\\"proposed_parent_label\\\") or \\\"\\\").lower() == \\\"einnahmen\\\" else _category_type(str(r.get(\\\"proposed_name\\\") or r.get(\\\"source_label\\\") or \\\"\\\"))), \\\"parent_label\\\": r.get(\\\"proposed_parent_label\\\"), \\\"status\\\": r[\\\"status\\\"]} for r in rows], \\\"warnings\\\": []}\\n   397|\\n   398|\\n   399|def confirm_clear_category_takeover(conn: Connection) -> dict[str, Any]:\\n   400|    preview = preview_clear_category_takeover(conn)\\n   401|    confirmed = 0\\n   402|    skipped = 0\\n   403|    audit_ids: list[str] = []\\n   404|    for item in preview[\\\"categories\\\"]:\\n   405|        candidate = _candidate(conn, item[\\\"seed_candidate_id\\\"])\\n   406|        result = confirm_create_category(conn, {\\\"name\\\": item[\\\"name\\\"], \\\"category_type\\\": item[\\\"category_type\\\"], \\\"parent_label\\\": item.get(\\\"parent_label\\\")})\\n   407|        ts = now()\\n   408|        conn.execute(\\\"UPDATE budget_seed_candidates SET status='confirmed', proposed_category_id=?, updated_at=? WHERE seed_candidate_id=?\\\", (result[\\\"entity_id\\\"], ts, item[\\\"seed_candidate_id\\\"]))\\n   409|        audit_ids.append(record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"confirm\\\", entity_type=\\\"budget_seed_candidate\\\", entity_id=item[\\\"seed_candidate_id\\\"], old_values={\\\"status\\\": candidate[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"confirmed\\\", \\\"linked_entity_id\\\": result[\\\"entity_id\\\"]}, created_by=\\\"user\\\"))\\n   410|        confirmed += 1\\n   411|    conn.commit()\\n   412|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": \\\"budget_category_takeover\\\", \\\"audit_id\\\": audit_ids[-1] if audit_ids else \\\"\\\", \\\"message\\\": \\\"Eindeutige Kategorien übernommen\\\", \\\"confirmed_count\\\": confirmed, \\\"skipped_count\\\": skipped}\\n   413|\\n   414|\\n   415|def preview_budget_plan_takeover(conn: Connection) -> dict[str, Any]:\\n   416|    rows = [c for c in list_seed_candidates(conn, candidate_type=\\\"budget_plan\\\") if c[\\\"status\\\"] not in {\\\"ignored\\\"}]\\n   417|    items = []\\n   418|    for row in rows:\\n   419|        try:\\n   420|            preview = preview_seed_candidate(conn, row[\\\"seed_candidate_id\\\"], {})\\n   421|            items.append({\\\"seed_candidate_id\\\": row[\\\"seed_candidate_id\\\"], \\\"name\\\": row.get(\\\"proposed_name\\\"), \\\"category_id\\\": preview[\\\"payload\\\"].get(\\\"category_id\\\"), \\\"period_type\\\": row.get(\\\"proposed_period_type\\\"), \\\"status\\\": row[\\\"status\\\"]})\\n   422|        except HTTPException:\\n   423|            items.append({\\\"seed_candidate_id\\\": row[\\\"seed_candidate_id\\\"], \\\"name\\\": row.get(\\\"proposed_name\\\"), \\\"category_id\\\": None, \\\"period_type\\\": row.get(\\\"proposed_period_type\\\"), \\\"status\\\": row[\\\"status\\\"], \\\"warning\\\": \\\"review_required\\\"})\\n   424|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": \\\"Bestätigte Budgetpläne übernehmen\\\", \\\"count\\\": len(items), \\\"budget_plans\\\": items, \\\"warnings\\\": []}\\n   425|\\n   426|\\n   427|def confirm_budget_plan_takeover(conn: Connection) -> dict[str, Any]:\\n   428|    rows = [c for c in list_seed_candidates(conn, candidate_type=\\\"budget_plan\\\") if c[\\\"status\\\"] not in {\\\"ignored\\\"}]\\n   429|    confirmed = 0\\n   430|    skipped = 0\\n   431|    audit_ids: list[str] = []\\n   432|    for row in rows:\\n   433|        if row[\\\"status\\\"] == \\\"confirmed\\\":\\n   434|            skipped += 1\\n   435|            continue\\n   436|        preview = preview_seed_candidate(conn, row[\\\"seed_candidate_id\\\"], {})\\n   437|        result = confirm_seed_candidate(conn, row[\\\"seed_candidate_id\\\"], preview[\\\"payload\\\"])\\n   438|        if result.get(\\\"audit_id\\\"):\\n   439|            audit_ids.append(result[\\\"audit_id\\\"])\\n   440|        confirmed += 1\\n   441|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": \\\"budget_plan_takeover\\\", \\\"audit_id\\\": audit_ids[-1] if audit_ids else \\\"\\\", \\\"message\\\": \\\"Budgetpläne übernommen\\\", \\\"confirmed_count\\\": confirmed, \\\"skipped_count\\\": skipped}\\n   442|\", \"total_lines\": 441, \"file_size\": 27762, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_76G1RmBra71dNrwWj2wOdJM4"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Planning database schema**\n\nI need to figure out a schema for importing candidates, but I wonder if I really need a table. Maybe I’ll add migration 20, but keeping it simple sounds good. I should think about implementing tests, even if just minimal ones. I’ll need a script to append functions, and I might also need to create tables in migrations. I guess I’ll add API endpoints and think about frontend types or pages. I should search for files with GOG later, too. I see the budget workbook isn’t there; maybe I’ll check GDrive and use the terminal with the GOG password.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Planning database schema**\n\nI need to figure out a schema for importing candidates, but I wonder if I really need a table. Maybe I’ll add migration 20, but keeping it simple sounds good. I should think about implementing tests, even if just minimal ones. I’ll need a script to append functions, and I might also need to create tables in migrations. I guess I’ll add API endpoints and think about frontend types or pages. I should search for files with GOG later, too. I see the budget workbook isn’t there; maybe I’ll check GDrive and use the terminal with the GOG password.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYsFCzTQ7129T2D1XpTwiaBdxc40CNeJsXTR0HVQKD3mRk9nA6cP3Wy8Rv4fqNm7YP8Nxo4LqTvM0qWfxGgJmFz6LxL-9PJ9khQSGsf_mV3Y8vWnXxwmMUpqXIFFFUE86Rh63vNyp6a9woPGbKJHnUPDpX7OLtIwAwhpVSMB7_SGCUGszfgZ0NIeOo2sqSRaHv7DDDERpAQR1be9N2vbskvpsrwSQ-UfkDQPoU0GciiUDBmb2QoXA5N19o9doP5PNV9St8tYsACxsaM57H3eCIZYaq5A83XDfKxv0lwSebdZgYFQKcIydUGIpKoPr1-BwoLZ_D1KYYZpBI1LVNVcef7RQTLGZYlOVTBJ_5uPWSHwqjyOtQ0ZCkHebUzcWkcBOpm9YY4yGS8yUG6YsiBaj_yaKKg-d5-ev8wmAknXF-nKhxjGtLZChjwbfmykYCZX_q0z8G2A_mwdtRCsFnvvQ5pOE2DfHxcc9YgRsDYp7UmKGcKAXj74ofnV7UyY7M-kfvQv4pGdbYpAP80K4P8xzWDHE_87fb8TcyPdZazXWbU55ciVvKLYZV7DJcc8_sacyUypGV5fPwXkwNm-VK4NGiH1nLwbYrTjqZYCTXkWfRqjI-VRtMah_RIPVs1_JLAH4DifyD0q0NCpXf42bTNFLxnoNRPHAoYc_3UNkJE2htEQcpsgm2xOXOidO4J7DwB-dDKnefjzvQIu5oFhE5H4bd8Qbekw_ghPrwsRjiKvQewfiYJx0XrYRrNNSeo89ZiNriyIk7Ydh4YtNmf7H9qIzJwVAWOXq7JY8LOwcf-AyU1_vgekUBf1jdVWnoaCE25heYaPHfPVH3QCBbtQK_EfT9tQv1WrMUk3757f1Q-1GnBSqBKI5e7Rr9gqmdBlgkuvgt9PgV9Y5QTrYTj_SGrLJJVjae_2u-axzi3O63-Ao1NXMZ1AKg0nYw_KBmkoRl_Mj3PSnzQxNyE5FM4Ba8I4bcrbM8VGq9o_QWHM-lUBUquIbf0S9ePBXkmCIgIMCxrZ6J825MS1jTGQ7aBHhOezXSmJ8gtZngER-ZrBP6AsN4HFLBMRR8HlPdBNxJ35hwV-0QJiypgqgvJll-2IQyT_4siqdA5EykmDT3VWDOK8TU3jSjeT-2p-vjCoLt0mS4oDGKbuaBrSL2HnDgM8IxxJzTA3OWiRcOpQfmu9rvsCxBk-hdRJBykt8kGLuUJW9PzmAgSfGXw40b5wKTA7WFdG0vqPbz9vU7-vxr2FjXmBbEZYEblXHGLuFSh517hyxyuSDBiTB-tRmKoEbm1O3ScxcyRGrRwfM_mcCm53qYKUkUlY2E3OYci5gpK78LcV6DZbUk5iLJDoJKTt2Clzn9rBWtb-qVn1L4zxsjfdMbaU_8y-ILPqFVaPvaXcqu7B3WQ913QYTaAn4z1nJGIZlALjtTES0P_JBpLeJAOElQ0t6Ko_8nQQHCIvUoV5pFpIyE8buaoi",
          "id": "rs_064af6ee3d6528eb016a098b01f3ac819189b356fe1a815158",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning database schema**\n\nI need to figure out a schema for importing candidates, but I wonder if I really need a table. Maybe I’ll add migration 20, but keeping it simple sounds good. I should think about implementing tests, even if just minimal ones. I’ll need a script to append functions, and I might also need to create tables in migrations. I guess I’ll add API endpoints and think about frontend types or pages. I should search for files with GOG later, too. I see the budget workbook isn’t there; maybe I’ll check GDrive and use the terminal with the GOG password."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_NW7Bc9qWfmecH09G4NxCL4V3",
          "call_id": "call_NW7Bc9qWfmecH09G4NxCL4V3",
          "response_item_id": "fc_064af6ee3d6528eb016a098b058ab48191a9e45f3aa82f78de",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\nif command -v gog >/dev/null 2>&1; then\\n  gog -a friday.uplink@gmail.com drive search \\\"name contains 'Budget' or name contains 'budget'\\\" 2>/dev/null | python - <<'PY'\\nimport sys, json\\ntext=sys.stdin.read()\\nprint('gog_output_bytes', len(text))\\nprint(text[:1000].replace('\\\\n',' ') if text else 'no_output')\\nPY\\nelse\\n  echo 'gog_missing'\\nfi\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"gog_output_bytes 0\\nno_output\", \"exit_code\": 141, \"error\": null}",
      "tool_call_id": "call_NW7Bc9qWfmecH09G4NxCL4V3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Figuring out command syntax**\n\nI'm trying to wrap my head around the exit code 141 and whether it relates to a pipe command. I don't need to dwell on this too much, but I'm wondering if I could use gapi instead. However, it seems like I'm missing the necessary setup for that. Maybe I should consider looking for more help regarding this? There are definitely options to explore.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Figuring out command syntax**\n\nI'm trying to wrap my head around the exit code 141 and whether it relates to a pipe command. I don't need to dwell on this too much, but I'm wondering if I could use gapi instead. However, it seems like I'm missing the necessary setup for that. Maybe I should consider looking for more help regarding this? There are definitely options to explore.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYsRcS79l02CsjVNnjgvvv-kpWLUG7Af50oR5gicga-9QRBSrG5rAYNfazTJKQF4IKRM33Z9OYuWiijp5-dOGJTBLBHiM836rqx-Xp03eDBzhOwqZ64IPGmBEkCWq6x26DGJ7W_24LSGIIYr9376GALldVpWKhh_TPBnpbr4LSFKrdoqrM9WtlDjI0rnuIpTmeZbPWoAezzkhvSJp1OPBn4eJo69eb4mBihmaVyPdwY8uowaMQXJDMZ9E4lH8gHkAhFj6XaBrFzVyzVwX71Y44ATkWEHQDg7FZC_6QQEYeKjHwAXZ2llvRh0XdddfheoB7HTxYqQlfQ6grCEtgsnT1xe9zqz6a9AmBUFJTZYQyHKKD9mb8-i4ErE5jLrgN3HV5AoqYILD6lmFWMW6smfz-PjiEK73OnYtqpg2vsemazoNXVjsFBCdlD4tV7JDVbu4AVojePsLvTN_HLE2srqJcSUOL2KCQWZgU-7qUsEVCPZcNALA3MTm_7qKVXmqXt5HP2-WJea8twqVOirakK4jL-oJjCyb51vCIFpTEFVoSX0rHMnNSS6vzR_B9Lti515PRONBQ02CfIsMrvom0fAQCUUewUHwYnR0sX_32i1i5Dzm9WC_-zD9kNjFpVVe04nBi69CM4EmInNxWjeY3Ysty8-xor0GEqTgOuYHzvKnff5p1fVmdNOJHGD7aLWasmRSXHcCRtJ5YQCGBZrLBk_4yQWQXTAzgqCP_qK8RYBPiQyYUimRd3Q6HjJCpydb7SoFjYZBg7PS6K7ljXsCafurz-2NvCLca7PCuthoZ1HSVwlg-1_bX2CC4L6JXZxxN0US46u6NEA5qIvXCeAIibpazaTapfxDsN6qalKZ6BMcgL6mkwpm-6UxKybtp-TXaFtnWyVQtiwDSqJzYGKuOTaWK9oBQhic3ZBC-5mnH4reEeWeDexKOK2gnzRzPPb8NfZk4uIEW2YsU4bxlLe4PvcHDs9KlRE3jiZwYX49OEPlZFXhp9GB-f5wdHFmckIj_BdIykrinak2Cw6qSxixxdhp_y1-pLzJfMejNWQ7or4oGh6jTc=",
          "id": "rs_064af6ee3d6528eb016a098b0d32dc8191a48d9f5c201776d6",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Figuring out command syntax**\n\nI'm trying to wrap my head around the exit code 141 and whether it relates to a pipe command. I don't need to dwell on this too much, but I'm wondering if I could use gapi instead. However, it seems like I'm missing the necessary setup for that. Maybe I should consider looking for more help regarding this? There are definitely options to explore."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_iGX4wJ1V5p0Jfz4LNfBwS2Dh",
          "call_id": "call_iGX4wJ1V5p0Jfz4LNfBwS2Dh",
          "response_item_id": "fc_064af6ee3d6528eb016a098b119e4c8191841b3bbf6d17a75b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\ncommand -v gog || true\\ngog --help | head -80\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"/home/agent/.local/bin/gog\\nUsage: 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_iGX4wJ1V5p0Jfz4LNfBwS2Dh"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_vG1fqkqVwGixr2yYuq5LDNCX",
          "call_id": "call_vG1fqkqVwGixr2yYuq5LDNCX",
          "response_item_id": "fc_064af6ee3d6528eb016a098b18e560819195c8a37b8e3e8e0a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\ngog -a friday.uplink@gmail.com --json --results-only search \\\"Finanzen 03 Budget\\\" --limit 20\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"[\\n  {\\n    \\\"id\\\": \\\"1ItJSFq9ts9sWr3PNaPbrX4TAXO3MRMTfHvZRIopfWIs\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.google-apps.document\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T22:08:02.100Z\\\",\\n    \\\"name\\\": \\\"JARVIS Finance System – Budget Modul PRD v0.1\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1eBkg7TlOmGXqP4atDNHarAM8ONDQliBE\\\"\\n    ],\\n    \\\"size\\\": \\\"31591\\\",\\n    \\\"webViewLink\\\": \\\"https://docs.google.com/document/d/1ItJSFq9ts9sWr3PNaPbrX4TAXO3MRMTfHvZRIopfWIs/edit?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1Uau4FcgCJ7tzaOBo0-nkrGYsRvvb3lcm\\\",\\n    \\\"mimeType\\\": \\\"text/markdown\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T22:07:55.958Z\\\",\\n    \\\"name\\\": \\\"JARVIS Finance System – Budget Modul PRD v0.1.md\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1eBkg7TlOmGXqP4atDNHarAM8ONDQliBE\\\"\\n    ],\\n    \\\"size\\\": \\\"34349\\\",\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/file/d/1Uau4FcgCJ7tzaOBo0-nkrGYsRvvb3lcm/view?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1qsy0hU6BLxJkZ8AJ3jvPoAruULyDuv9SKd2MCcPUyLY\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.google-apps.document\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T21:55:08.832Z\\\",\\n    \\\"name\\\": \\\"JARVIS Finance System – Budget & Cashflow Modul PRD v0.1\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"32433\\\",\\n    \\\"webViewLink\\\": \\\"https://docs.google.com/document/d/1qsy0hU6BLxJkZ8AJ3jvPoAruULyDuv9SKd2MCcPUyLY/edit?usp=drivesdk\\\"\\n  }\\n]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_vG1fqkqVwGixr2yYuq5LDNCX"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_tUJRpI1mx2xXaui8pN1oTMYB",
          "call_id": "call_tUJRpI1mx2xXaui8pN1oTMYB",
          "response_item_id": "fc_064af6ee3d6528eb016a098b1e224081918dba5ec7c5c28bfb",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\ngog -a friday.uplink@gmail.com --json --results-only search \\\"mimeType = 'application/vnd.google-apps.folder' and name contains 'Budget'\\\" --limit 30\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"[\\n  {\\n    \\\"id\\\": \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.google-apps.folder\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T20:42:21.797Z\\\",\\n    \\\"name\\\": \\\"03 Budget\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1eBkg7TlOmGXqP4atDNHarAM8ONDQliBE\\\"\\n    ],\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/drive/folders/1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n  }\\n]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_tUJRpI1mx2xXaui8pN1oTMYB"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_QceWYb7dMpR6c23Z5CqJKlrm",
          "call_id": "call_QceWYb7dMpR6c23Z5CqJKlrm",
          "response_item_id": "fc_064af6ee3d6528eb016a098b260b188191b0e61df31d4edfde",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\ngog -a friday.uplink@gmail.com --json --results-only drive ls --parent 1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR --limit 100\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"[\\n  {\\n    \\\"id\\\": \\\"1qsy0hU6BLxJkZ8AJ3jvPoAruULyDuv9SKd2MCcPUyLY\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.google-apps.document\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T21:55:08.832Z\\\",\\n    \\\"name\\\": \\\"JARVIS Finance System – Budget & Cashflow Modul PRD v0.1\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"32433\\\",\\n    \\\"webViewLink\\\": \\\"https://docs.google.com/document/d/1qsy0hU6BLxJkZ8AJ3jvPoAruULyDuv9SKd2MCcPUyLY/edit?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1FWk8RsEtnuJQm-AojETrsyatdFWhTdmVmSHtjJtNlN0\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.google-apps.document\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T21:26:13.230Z\\\",\\n    \\\"name\\\": \\\"Document sans titre\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"1024\\\",\\n    \\\"webViewLink\\\": \\\"https://docs.google.com/document/d/1FWk8RsEtnuJQm-AojETrsyatdFWhTdmVmSHtjJtNlN0/edit?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1IsrYod6DqT7vOHbxEkFc4aRQMvqJhcm8\\\",\\n    \\\"mimeType\\\": \\\"application/vnd.ms-excel\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-16T21:04:43.000Z\\\",\\n    \\\"name\\\": \\\"Kopie AB_Budget Melanie und Marcel.xls\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"588800\\\",\\n    \\\"webViewLink\\\": \\\"https://docs.google.com/spreadsheets/d/1IsrYod6DqT7vOHbxEkFc4aRQMvqJhcm8/edit?usp=drivesdk&ouid=107742912849201648496&rtpof=true&sd=true\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1otWZqUDowCuPWgTf60NEWAHa3_pyN3rU\\\",\\n    \\\"mimeType\\\": \\\"text/csv\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-15T13:43:58.000Z\\\",\\n    \\\"name\\\": \\\"VISA Kreditkarte 2025_2026.csv\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"232716\\\",\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/file/d/1otWZqUDowCuPWgTf60NEWAHa3_pyN3rU/view?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1zcdJYbyWeMxnuRJtg8O7tvhNzhYZS12a\\\",\\n    \\\"mimeType\\\": \\\"text/csv\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-15T13:41:49.000Z\\\",\\n    \\\"name\\\": \\\"2024 Migros Einkäufe.csv\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"238308\\\",\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/file/d/1zcdJYbyWeMxnuRJtg8O7tvhNzhYZS12a/view?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1uo4_Xt7-V_YgK1oeeB30lKfpVzOOiDhN\\\",\\n    \\\"mimeType\\\": \\\"text/csv\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-15T13:41:36.000Z\\\",\\n    \\\"name\\\": \\\"2025 Migros Einkäufe.csv\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"245275\\\",\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/file/d/1uo4_Xt7-V_YgK1oeeB30lKfpVzOOiDhN/view?usp=drivesdk\\\"\\n  },\\n  {\\n    \\\"id\\\": \\\"1aNXnDXhSrjMgiu2BRZiNi2XTe8FHhxgs\\\",\\n    \\\"mimeType\\\": \\\"text/csv\\\",\\n    \\\"modifiedTime\\\": \\\"2026-05-15T13:41:21.000Z\\\",\\n    \\\"name\\\": \\\"2026 Migros Einkäufe.csv\\\",\\n    \\\"owners\\\": [\\n      {\\n        \\\"emailAddress\\\": \\\"friday.uplink@gmail.com\\\"\\n      }\\n    ],\\n    \\\"parents\\\": [\\n      \\\"1JApTPDuU0FfvXXaAZ5R82nsHrHNhsrhR\\\"\\n    ],\\n    \\\"size\\\": \\\"102919\\\",\\n    \\\"webViewLink\\\": \\\"https://drive.google.com/file/d/1aNXnDXhSrjMgiu2BRZiNi2XTe8FHhxgs/view?usp=drivesdk\\\"\\n  }\\n]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_QceWYb7dMpR6c23Z5CqJKlrm"
    },
    {
      "role": "assistant",
      "content": "Ich habe die echten Dateien im Google-Drive-Ordner gefunden. Ich lade sie später nur temporär in Runtime-Imports, nicht ins Repository. Jetzt erweitere ich zuerst Schema/Services/API, damit CSV-/Excel-Buchungskandidaten sauber in Review landen statt produktiv zu mutieren.",
      "reasoning": "**Planning Excel Bookings**\n\nI’m thinking about how to handle effective bookings in Excel. It looks like we can read the workbook, but the budget file might not have the transaction rows. I’ll need to count candidates from a CSV and find \"Buchungskandidaten Anzahl.\" For budget status, I'll get it by category for 2026. I’ll compute plans that start the year and aggregate category rows. The current date is May 2026, but transactions could occur in the future, so I need to account for that. I’m also considering how to manage category assignments.\n**Updating Tags and Categories**\n\nI’m thinking about updating tags, but it seems it might not be fully completed. I need to implement changes for the transaction fields, including description, payee, category, tags, and audit for the amount. For category updates, I’ll use update_category. There’s also a need for a frontend, which I could simplify by editing the BudgetOverviewPage to include a table and drawer. I’ll need to ensure the type update is managed properly and don't forget about the tests!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Planning Excel Bookings**\n\nI’m thinking about how to handle effective bookings in Excel. It looks like we can read the workbook, but the budget file might not have the transaction rows. I’ll need to count candidates from a CSV and find \"Buchungskandidaten Anzahl.\" For budget status, I'll get it by category for 2026. I’ll compute plans that start the year and aggregate category rows. The current date is May 2026, but transactions could occur in the future, so I need to account for that. I’m also considering how to manage category assignments.\n**Updating Tags and Categories**\n\nI’m thinking about updating tags, but it seems it might not be fully completed. I need to implement changes for the transaction fields, including description, payee, category, tags, and audit for the amount. For category updates, I’ll use update_category. There’s also a need for a frontend, which I could simplify by editing the BudgetOverviewPage to include a table and drawer. I’ll need to ensure the type update is managed properly and don't forget about the tests!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYs43wyIBYz_ZGOh8FiK1odwFV0Bm1gqJ3JcscAHpfWsan1S6KTFtvrpuy36av8Ft0cEWyPKMe8UrWp3Cccc2syjTH7qijqn9yyJvDn7lC77wG5c4OMgJXOlV9134NueCp19AlsfwQ60ZRPyZkkd9mvA7h_XJ-hAUEoCdsxe22ASkV1z2SuO1Y4BlrmJGPbh_B1S8vl8qxAUxtkOLipAcMn0ZHTpa2m-1GzH0haYnlXYGZgTvMiZhrvpG_XztP5Qu5Ymq22yVjJ_zPwIqWOPfPnEikHBrWawzxdZZIf0zbmG3iyrib1duIZBaPJQVLvtYGxrw5Tl4pLnDChg3-baRQzFeBIl2E4M8JStVTzffso2XQE2WuSo-13wCwr7BmDBRnjoKR4OjWVHJ-lkS6JHjRKrDDokrmgJveqAmR_oTUsggU1oDK67dA8aB5hgazN9ga7zxR9bKM9mWfSDzva9yrhTWBZOJFCtKAHdPS_BX3UeaMvkxtHxc9c12T3OAN--P7LewUjwmwO23wYzUmLsIHF_6xfd1eQI0VVRPJaiWw8ls4bsLAIlGxmXV993o64lpkGc9ahdlPBUauQy2EQ48aNCy98sa-gM2K-ztIB-iXhoGCURbX_WC0BCYpr3XrfWEkh2QLvJF61l6NCAuNv1kg5BS3v070EU0gEW-W2xzeC-gOr6uZUVXsxFROlvhD-P65mRWy9PJzzsb4IgEa2fKe1JoCayG4Jz5rml0TTv_Od2FqzRQO-KuEtaEitwrhAprcfhj0Bhq2HMmh_WBIRStxyNkseQtX4T4or_qbRD0QVQTTV5rCWTpSS-umBis-FMqpiuIvaHEj1RBY07O2Sm0G2N_fXvsZoWYAKqEjZ7Mc9VcUlyOL0Uhh-Xhrzq9OOG5ah-lAvjUwMgiLe7MJ7QTexy-wdJvDVx_GOFEQfPPdten0QInWyiL2iRFOuBxhh_Q8SwKUwzOs-gUTlSU9vTGpS-FHXm0buMEqH4jmDjzFAgtTkXgBhK-tbbToD80CwAlFqR6eMaGe3Rtrmcvwkpz12Phm98YxMDQSGJsf6ki45vFlTQbdjzk-CP8I4p1WJesDuc9wfT20dy1EmqGBjy16sWXvYM7ZZJaNgwWuQn99IqTK8Ir6x--Vk_jJuD5iCbkTKs_dphosrgIKiqIgbzZViRk3nhlUld8iJ_6HR0PMkpupw1uRlFG64nPoRfW_1LlikW-xJcMzyDjT7rOkCBfCuEuzGSHQSgt82jA6Pj0277mR05tUCLLErROQQ9DRQgYJY7xDUu6g4x37Rk5noW86KDbszGrgVR8sFtU5hyK_ZSvdBULj96D9ik7ib0MsLX-vHfTh0s1JUeBVXSQueGe2YE6T3mELgagvgEzOe4fzUCFjMIMiOZQunMXvqvQBXgxnj7u0XXkHndtEUekh5gHBKFcAwSJ1XEo0o3nSRnFPaOBqhrHlVRWtXfImmrOqLAcB0s9q94rxU3fKvkj4w-YWJYp3zIqs4rQgzpkUjF6AgBTlaUycWBRVeMHhsYrD4lzlivBIyTOXtSOlMS-ZnInqhf9jej1Wrnnbf2nu5gzj5zP89U8zeiJ-kxvhltI6jEAumUfb0usKSASggl-i9PvflksQbj4ysMnrjq1wOViw_EQzbjgCBWbNyFH85fu8iQKwy0QzWqzaasiEJdgDWsw6CRy8GO6tPKLXdq-tBcy5XwB-uvZSG6dgP4FC3_sb22w-OuGRHiMhOpnxHYRPh1HzxZE0ChdbZLchOi77zhHFW1aaSRWqjhfmp9d-B-kTyzttv5gtV_0m6Do2NV9kq6ciTogcpopZ8yLUA2mk8XPWxn-_XiTEm4AJ2E1TTKtfU14X93SBt1VdmzR7MamC_GSGU2ApJmndIJKSsmFQAzKBkMJwL_WGINcnNzFRJX2-ngXcVWhFy-97om4fEprKqpSt9cAyPGAC1_ixCiOnd-DKUmFzMv-TvEiffhMLtw-TSw_ycKHsnYNViKye0rhzqIniJoOhFEdOgIYRS5zI2_fDhwCJS2lJxp1CShzMhkFcKtfKBEyLwtXa_z3Nf7vfwpIub1NQLETbYl4NxHAeFtiAay3U7BJwI-4WgQjobwWcuGu8a0jbX0Zt5Trb1ref1ASp8r-5u8aj7IxHiFnFuefyw_9ITVWVIOnXTTR3IQLs50djbE2QGMCSu0cfSdWdOonkC8xaoZVnsr2VUPkvASsVZXu_ZvIbUxjK3xvEHGiObvl4cc_RKA5Hc7hhspx4DKgr1T7tj6vvwFKYITDkk8WO1lOS11poVtaBoauEFYvCahCALfLZgOQlcN2BE3vWAdX6BV20DLYYhbXAGyNt5GAkxHgob-gotFC0R3VR8DOKdy0J6xyywwXLe7CVwht86LUv8QLReM0xjm_6EE-y2ROfOIF_ykgVMAxHwjpPs7lulu7Cb4VUBONA-RMU88Uu91g40G8hnsn2q--148eztx2P_EOLofShENuANuonMTTJK5msPWvND0wFkdw1fJQCzGqGRQ-0i4f-fervuA-dvfOBQwfws3vbT4C6kMJj9rmvi0p_QAug4VnCpEjPP9di-eEv0qUtCcFk2kjxWIq9Th1TlA6Tn7CVtw12RIYAPSBKApaPrmoD-fYo-o97Zs5Cp0yKZA1AwSDKWASSCJV88l3Qg2NBu5yYEyFGS379Bpmw81xEZWwUCN57pH5BER0zE7WKKc9f-ixfqLSSdMsN5_EQKtba-FAZwtuUrSHtNwuamtVWS645c0AmjcFFpQBRtX9eaod-jLE4nUV5GywVty7pfQYi1Y5r_hHNDrmxAOYKLPKJkuro-9e_IvL9lTvzKNPgktKJy86sWlFMK8-ODmY-F4oXv-SYTyq0b20TSDKHl5qm9geI5-bUZUDNWJ6LO8W7FHgB8cU4WgfVw6ZnIWH6kjv8j78xIRtWouQKVguWLiAUlfOD82CS8_IcaaB7qBgrJ70GhlRtMgukmPxPJqsF-LOk8Td0r1yKJ-87p7BzeL_NmJRdBbrG6Bof7Emz7N30v9U5tFObMg-wV3VUeacWZafiipGULkj19iOLnUKiRJ1vtX_sZFB6q-3qIJbGcaDKtZSu6tox_xAym6lImhcDhEZYNMkQeDTsa0lRG9eBOz-mVhrnHsveoIGsxnHSSVi7teQgzdd8tkTKmstaflXNF8DYHPpKOpmtQz81rZv1KjeWQFf6jG_CwX82SLmmO18XedrZHSkpH9VJyZnTtCHv8xbtuUadGeyHmd5xyuD65fEA7a4svYGk3OTNx9UBTCMcTmDGsK44WIMWOJt2O4rhqltJIKU4L1sgDa8YMPAQyrLWtMHbCuSsNJrAVQit4qRbr62JFq5ek1cArGOCDWWWAmBQs7XbArCMypIQwqOqTyxj5dMg6ivR5q1VY1mP_xk8dbYA_5m41-BWiIkBTzzaQHFwduuv8UsYB1HK0NhGR43mr4DcRBZEU5hR5mcua8Ok--9or74fWCdisflMHXqbgWpgnchEMZUBy900RiEJ5j7cP716K1xUqeJUYY_cTqBMFqswOGXOXiLAc3RTHwLeH7hMT049UV9SJlly_NFAbb2dVAaYzgNqlXA4GtQF_rxTfqsbBRijmFmEH82-3Dz15EYcdUpGjiOObKlGPunwxXlQwWB_dTDfrUk5XC3P0K0Ata3q7LXuS32dSIinzsZ-oT-gDAAH5l6-oUBaAb4HtLpSoZYryqYN5q0zo40Db-n5Bme-q1SPA_c8sNOh5jjWNGX7Cpner6ljMhIWtqivwMkZww1z06v27xHgl83c-xbO7h--H_zMvgkyrOqEK25lNDKUNn1nJlxfaFtgrJFLOq-k2BDzWV1yT0VTYwdZzhEWkWnY6JaOKOoBZs2KDvv3UwuQKEGenmnsek21TE-10IfA4sG_Yrd6Qaoql_cO2aZW99GpHEYleCDVxJ1fwStswF7nP8pnBOYAKMSA7KjYq6vziHJcKH1Fm7dqPxKEslVbxgK_5rJwfIepRnuc87NZ3MSuLFbu1c0t2yK110-naz1_BM8iEzqysPwr8Pd-bdjPiO-qV0a1337j57sjLcdASrCP3bVQwiahhSmbV8qwH_5Lt3hsbSB2NP31mi9l7aYF0029fUsrWCUdnXmQspqv3ROwk_G29FtyQEg-7SKdpKmZg7kmxm797A4cl-SVnR5AcNGi_PMcA_DYLQ9gvTJ9j5xe_h0Ihy6mInKy2NXDRiaP_GHdIuoQh4yJBUUSh472X5prSOmbSEAsKNaiiDndNFOa3c_g5xRBAoNo_xfSBg-KgrFH32TH215LFGnqstBHPkfBklh-xPeMLzFHGkTpRyGRg=",
          "id": "rs_064af6ee3d6528eb016a098b2b98548191a7a68d032dc50c8e",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning Excel Bookings**\n\nI’m thinking about how to handle effective bookings in Excel. It looks like we can read the workbook, but the budget file might not have the transaction rows. I’ll need to count candidates from a CSV and find \"Buchungskandidaten Anzahl.\" For budget status, I'll get it by category for 2026. I’ll compute plans that start the year and aggregate category rows. The current date is May 2026, but transactions could occur in the future, so I need to account for that. I’m also considering how to manage category assignments."
            },
            {
              "type": "summary_text",
              "text": "**Updating Tags and Categories**\n\nI’m thinking about updating tags, but it seems it might not be fully completed. I need to implement changes for the transaction fields, including description, payee, category, tags, and audit for the amount. For category updates, I’ll use update_category. There’s also a need for a frontend, which I could simplify by editing the BudgetOverviewPage to include a table and drawer. I’ll need to ensure the type update is managed properly and don't forget about the tests!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich habe die echten Dateien im Google-Drive-Ordner gefunden. Ich lade sie später nur temporär in Runtime-Imports, nicht ins Repository. Jetzt erweitere ich zuerst Schema/Services/API, damit CSV-/Excel-Buchungskandidaten sauber in Review landen statt produktiv zu mutieren."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a098b3850d081918387d3b3f3c9b2b0",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_RZTXW4qpVzZsT19BObxRVyV6",
          "call_id": "call_RZTXW4qpVzZsT19BObxRVyV6",
          "response_item_id": "fc_064af6ee3d6528eb016a098b388cd08191bb9fde3c673ed577",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":260,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|import { apiGet, apiPost } from './client'\\n     2|\\n     3|export type BudgetAccount = { budget_account_id: string; name: string; account_type: string; currency: string; is_active: boolean; linked_account_id?: string | null; archived_at?: string | null; notes?: string | null }\\n     4|export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; color?: string | null; icon?: string | null; children?: BudgetCategory[] }\\n     5|export type BudgetTag = { tag_id: string; name: string; color?: string | null; is_active: boolean }\\n     6|export type BudgetTransaction = { budget_transaction_id: string; account_id?: string; account_name?: string; category_name?: string | null; transaction_date: string; transaction_type: string; description: string; amount_original: string; currency_original: string; amount_chf?: string | null; fx_status?: string; status: string }\\n     7|export type BudgetPreview = { preview_id: string; summary: string; fx_status?: string; warnings: string[]; payload: Record<string, unknown> }\\n     8|export type BudgetConfirm = { status: string; entity_id: string; audit_id: string; message: string }\\n     9|export type BudgetSeedCandidate = {\\n    10|  seed_candidate_id: string\\n    11|  source_file_label?: string\\n    12|  source_sheet: string\\n    13|  source_row_or_range?: string | null\\n    14|  candidate_type: 'category' | 'budget_plan' | 'recurring_candidate' | 'unclean_range'\\n    15|  source_label?: string | null\\n    16|  proposed_category_id?: string | null\\n    17|  proposed_parent_label?: string | null\\n    18|  proposed_name?: string | null\\n    19|  proposed_period_type?: string | null\\n    20|  proposed_amount_text?: string | null\\n    21|  currency?: string | null\\n    22|  confidence: string\\n    23|  requires_review: boolean\\n    24|  status: string\\n    25|  notes?: string | null\\n    26|}\\n    27|export type BudgetSeedSummary = { category_candidate_count: number; budget_plan_candidate_count: number; recurring_candidate_count: number; unclean_range_count: number; current_budget_sheet?: string }\\n    28|export type BudgetOverview = { current_month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; review_count: number; uncategorized_count: number; pending_seed_candidate_count?: number; planned_income_chf?: string; planned_expense_chf?: string; planned_net_chf?: string; actual_income_chf?: string; actual_expense_chf: string; actual_net_chf?: string; actuals_label?: string; open_categories_without_actuals?: number; planned_budget_chf: string; remaining_budget_chf: string; budget_status: string; budget_categories: Array<{ category_id: string; category_name: string; plan_name?: string; category_type?: string; planned_chf: string; actual_chf: string; remaining_chf: string; status: string }>; uncategorized_transactions: BudgetTransaction[]; top_categories: Array<{ category_id?: string; category_name: string; amount_chf: string; transaction_count?: number }>; recent_transactions: BudgetTransaction[] }\\n    29|\\n    30|export const getBudgetOverview = () => apiGet<BudgetOverview>('/api/budget/overview')\\n    31|export const getBudgetTransactions = (query = '') => apiGet<BudgetTransaction[]>(`/api/budget/transactions${query}`)\\n    32|export const getBudgetAccounts = () => apiGet<BudgetAccount[]>('/api/budget/accounts')\\n    33|export const getBudgetCategories = () => apiGet<BudgetCategory[]>('/api/budget/categories')\\n    34|export const getBudgetTags = () => apiGet<BudgetTag[]>('/api/budget/tags')\\n    35|export const previewBudgetTransaction = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transactions/preview', body)\\n    36|export const confirmBudgetTransaction = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transactions/confirm', body)\\n    37|export const previewBudgetTransfer = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transfers/preview', body)\\n    38|export const confirmBudgetTransfer = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transfers/confirm', body)\\n    39|export const previewBudgetAccount = (body: unknown) => apiPost<BudgetPreview>('/api/budget/accounts/preview', body)\\n    40|export const confirmBudgetAccount = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/accounts/confirm', body)\\n    41|export const archiveBudgetAccount = (id: string) => apiPost<BudgetConfirm>(`/api/budget/accounts/${id}/archive`, {})\\n    42|export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\n    43|export const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\n    44|export const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\\n    45|export const previewBudgetTag = (body: unknown) => apiPost<BudgetPreview>('/api/budget/tags/preview', body)\\n    46|export const confirmBudgetTag = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/tags/confirm', body)\\n    47|export const archiveBudgetTag = (id: string) => apiPost<BudgetConfirm>(`/api/budget/tags/${id}/archive`, {})\\n    48|export const getBudgetSeedCandidates = () => apiGet<BudgetSeedCandidate[]>('/api/budget/seed-candidates')\\n    49|export const generateBudgetSeedCandidates = (body: unknown) => apiPost<BudgetSeedSummary>('/api/budget/seed-candidates/generate', body)\\n    50|export const previewBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/seed-candidates/${id}/preview`, body)\\n    51|export const confirmBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/confirm`, body)\\n    52|export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\n    53|export const reopenBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/reopen`, { note })\\n    54|export const setBudgetSeedCandidateStatus = (id: string, status: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/status`, { status, note })\\n    55|export const convertBudgetUncleanRange = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/convert-unclean`, body)\\n    56|export const previewClearBudgetCategoriesTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; categories: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/categories/preview-clear-takeover', {})\\n    57|export const confirmClearBudgetCategoriesTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/categories/confirm-clear-takeover', {})\\n    58|export const previewBudgetPlanTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; budget_plans: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/budget-plans/preview-takeover', {})\\n    59|export const confirmBudgetPlanTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/budget-plans/confirm-takeover', {})\\n    60|\", \"total_lines\": 59, \"file_size\": 6884, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_RZTXW4qpVzZsT19BObxRVyV6"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYs9RhfLBcryFmx5gtjU0CnhlNXiO8yzA934azyOrYkcRm7XfizK_9WBl8XKvi-6eBtw2oxRffiXEISwo8n7uLHLfPSfOMnHLfR5aN8jXiJzxrVNvQ2SeBTeVjPoBA9d8x8sG4csSo7hzZmSyujtd71cqQitdMxAX1N9SRBzZlk-jd8FV_5vcf3ABtszbkuxDltKovWiwNof5cEV3MJBK4RpjSBnXXDVKnOA88NU4UF7AOEUqvkMcTDFYlF7I5I7XVa1N-nR8-QSe-2dMHUlXwcNjdNYDw1nLDG70U8UqRTWNVVLiCICcBj9J_cvKBYoOZagwPDEA0t1rElqtx4DlqeWH5roE-xwwtQxHBocMdFa9AGXd-82vD1G_kAs3weomeJ3FmtFI9ZtrpmlBgA3_PRhJBi8OdoIi-NXYpdzKbhu-4mOgRlPEe1t9d3EcwYk7UeIMHhitjvV9qhA4r2BzmDoY23N0YbfmOPowxo5uWS2suIHDsOjJd7K67yTRzlszTBdzcUBN-RmaYPQlP46YdwWJ14_Q3xaCskdHHrNQgSqH2Uunzo1woEYdsfoaN_BuxG89EU4ttRDWj3MNOlxKPZulXWp4qADT7FJSx957957jqhV9j5ccA1gH37FiykNQfGBuSUov8bFrijQUy7omDZFIzCFw8p1G09ZTJ3jc_Adad-Vf7juDLFLj0JB_bWfK6yoaAUGeAdbzrBTT44-iUwrSTqWfXeC2c3TvDIbqQgvmH2wjKpZVv2vHB1Ed8UTm1zarhy2bPvcYlv8CMCViYvzORxaZ9OpGM53esB0zk8hQXYtJuuVotB3wbPoyE0Z4wf5tuc_d_WvQsTS5ZGiXSJUB1mzVPZWd1CcuSqDONzgDBsMM7HnNjUSchw4bywhjmXrPuVJ8E1LJUCw2vXHKIpfclp2KuTBrfJGdlZ6S7kQOtIZkSCQaub_16XbG-wojAtnRGXkZBbYV0EiBDzwC3SPZm7pt8A94AVh8zt7tIqeKnCRRdkJp5ebNr1ML8pbGhYR",
          "id": "rs_064af6ee3d6528eb016a098b3c953c8191b19a7976f9134a19",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_acdJLLCpcMjPEb4DxWjGBgzT",
          "call_id": "call_acdJLLCpcMjPEb4DxWjGBgzT",
          "response_item_id": "fc_064af6ee3d6528eb016a098b3d3b1c8191b1242a854c719ba8",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":260,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetOverviewPage.vue\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|<template>\\n     2|  <section class=\\\"space-y-6\\\">\\n     3|    <header>\\n     4|      <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Budget Modul Phase 1.3</p>\\n     5|      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budget Overview · Budget Übersicht</h1>\\n     6|      <p class=\\\"mt-1 text-sm text-slate-400\\\">Planwerte aus bestätigtem Seed plus manuelle Ist-Buchungen. Keine Imports. Netto-Cashflow bleibt sichtbar.</p>\\n     7|    </header>\\n     8|    <div v-if=\\\"error\\\" class=\\\"rounded-xl border border-red-500/40 bg-red-950/40 p-4 text-sm text-red-200\\\">{{ error }}</div>\\n     9|    <div class=\\\"grid gap-4 md:grid-cols-4\\\">\\n    10|      <div v-for=\\\"card in cards\\\" :key=\\\"card.label\\\" data-test=\\\"budget-kpi\\\" class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-4\\\">\\n    11|        <p class=\\\"text-xs uppercase tracking-[0.2em] text-slate-500\\\">{{ card.label }}</p>\\n    12|        <p class=\\\"mt-3 text-2xl font-semibold text-white\\\">{{ card.value }}</p>\\n    13|        <p v-if=\\\"card.hint\\\" class=\\\"mt-1 text-xs text-slate-500\\\">{{ card.hint }}</p>\\n    14|      </div>\\n    15|    </div>\\n    16|    <div class=\\\"grid gap-4 lg:grid-cols-2\\\">\\n    17|      <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    18|        <h2 class=\\\"text-lg font-semibold text-white\\\">Budgetstatus nach Kategorien</h2>\\n    19|        <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n    20|          <li v-for=\\\"cat in overview?.budget_categories || []\\\" :key=\\\"`${cat.category_id}-${cat.plan_name}`\\\" class=\\\"grid grid-cols-5 gap-3 border-b border-slate-800 pb-2\\\"><span>{{ cat.category_name }}<small class=\\\"block text-slate-500\\\">{{ cat.plan_name }}</small></span><span>{{ cat.category_type }}</span><span>Plan CHF {{ cat.planned_chf }}</span><span>Ist CHF {{ cat.actual_chf }}</span><span>{{ cat.status === 'no_actuals' ? 'noch keine Buchungen' : cat.status }}</span></li>\\n    21|          <li v-if=\\\"!overview?.budget_categories?.length\\\" class=\\\"text-slate-500\\\">Noch keine bestätigten Budgetpläne.</li>\\n    22|        </ul>\\n    23|      </section>\\n    24|      <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    25|        <h2 class=\\\"text-lg font-semibold text-white\\\">Review-Hinweise</h2>\\n    26|        <dl class=\\\"mt-4 grid gap-3 text-sm text-slate-300\\\">\\n    27|          <div class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><dt>Offene Kategorien ohne Ist-Werte</dt><dd>{{ overview?.open_categories_without_actuals ?? 0 }}</dd></div>\\n    28|          <div class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><dt>Unbestätigte Review-Kandidaten</dt><dd>{{ overview?.pending_seed_candidate_count ?? 0 }}</dd></div>\\n    29|          <div class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><dt>Ist-Status</dt><dd>{{ overview?.actuals_label || '—' }}</dd></div>\\n    30|        </dl>\\n    31|      </section>\\n    32|      <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    33|        <h2 class=\\\"text-lg font-semibold text-white\\\">Top Kategorien Ist</h2>\\n    34|        <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n    35|          <li v-for=\\\"cat in overview?.top_categories || []\\\" :key=\\\"cat.category_name\\\" class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><span>{{ cat.category_name }}</span><span class=\\\"text-cyan-200\\\">CHF {{ cat.amount_chf }}</span></li>\\n    36|          <li v-if=\\\"!overview?.top_categories?.length\\\" class=\\\"text-slate-500\\\">Noch keine bestätigten Buchungen.</li>\\n    37|        </ul>\\n    38|      </section>\\n    39|      <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    40|        <h2 class=\\\"text-lg font-semibold text-white\\\">Letzte Transaktionen</h2>\\n    41|        <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n    42|          <li v-for=\\\"tx in overview?.recent_transactions || []\\\" :key=\\\"tx.budget_transaction_id\\\" class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><span>{{ tx.transaction_date }} · {{ tx.description }}</span><span>{{ tx.currency_original }} {{ tx.amount_original }}</span></li>\\n    43|          <li v-if=\\\"!overview?.recent_transactions?.length\\\" class=\\\"text-slate-500\\\">Noch keine manuellen Buchungen.</li>\\n    44|        </ul>\\n    45|      </section>\\n    46|    </div>\\n    47|  </section>\\n    48|</template>\\n    49|<script setup lang=\\\"ts\\\">\\n    50|import { computed, onMounted, ref } from 'vue'\\n    51|import { getBudgetOverview, type BudgetOverview } from '@/api/budget'\\n    52|const overview = ref<BudgetOverview | null>(null)\\n    53|const error = ref('')\\n    54|const cards = computed(() => [\\n    55|  { label: 'Geplante Einnahmen', value: `CHF ${overview.value?.planned_income_chf || '0'}`, hint: overview.value?.current_month },\\n    56|  { label: 'Geplante Ausgaben', value: `CHF ${overview.value?.planned_expense_chf || overview.value?.planned_budget_chf || '0'}`, hint: overview.value?.actuals_label },\\n    57|  { label: 'Geplantes Netto', value: `CHF ${overview.value?.planned_net_chf || '0'}` },\\n    58|  { label: 'Tatsächliche Einnahmen', value: `CHF ${overview.value?.actual_income_chf || overview.value?.income_chf || '0'}` },\\n    59|  { label: 'Tatsächliche Ausgaben', value: `CHF ${overview.value?.actual_expense_chf || '0'}` },\\n    60|  { label: 'Tatsächliches Netto', value: `CHF ${overview.value?.actual_net_chf || overview.value?.net_cashflow_chf || '0'}` },\\n    61|  { label: 'Budgetverbrauch', value: overview.value?.budget_status === 'no_actuals' ? 'noch keine Buchungen' : `CHF ${overview.value?.remaining_budget_chf || '0'} Rest` },\\n    62|  { label: 'Review offen', value: `${overview.value?.pending_seed_candidate_count ?? 0}` },\\n    63|])\\n    64|onMounted(async () => { try { overview.value = await getBudgetOverview() } catch (e) { error.value = e instanceof Error ? e.message : 'Budgetdaten nicht verfügbar' } })\\n    65|</script>\\n    66|\", \"total_lines\": 65, \"file_size\": 5400, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_acdJLLCpcMjPEb4DxWjGBgzT"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYtET3YVE6N6EUN9Kjqc2ipXGBcCKr_Rc_5J_qNMyG8uuaxXEe_pseD3cRv7nnLjWL3GGpbqsekiJCVpFuquxSjRcto1w6glW4jkpiML9iI8SKUr0RmUAMgFzkW26eha3IEzKH005w2IjQER7fLGRvvGusPGr2vfuPDZQNtVbkqKdeUxzt8-juAJTaCBMaRJ8a3BSunuLGDl6BdLUR39jubA4hXzmEFnpcjLwj_rqsxt7lTQrKugLn1Fd6kQ6WPADwaVQYpwE4S-TIJ-gL5JlKgalMzGiSRIt73RFynfq_D5dpDITuk3YmNeq302d3KKcmjPn7dRyEJ74MlHTsaJTxqwdFatosm0lUhvMepxjCTw-wPSbwMLmw9Y8zwnT6-qWaIotAI6AdMLgSOXs-EN5-6UNddyOcb_4l10Jn5kByU5SZPY0LylmE2Bi9VX3wlbUYFB27ZsQL52L5G4p_moF7mU8lYU5GLFavcpi8H5FHNAKc_CQ8MhUQ4tqiO7lU_i3ZRDIztCRn4FgnU4VxEekjX2bA7PW1muXWtmF0Z7vW4eqDDHlbbyYYwJzB6XOgvbfqFtxsNvVsvT1f791coIvppvLtLu2n2mtwV-2Ml7nUyaiztHir_AEokuwcPReQ-bpeJ9hKL_vT5YiabBRLnl4gDzvhYSGKzMSxch31HiHlHNA_p2Xn-5-KgBfFksv3UlmZnRzSgkES9WPadQzekZvBFbOmBM9D1037QlVpvTvPBD82ybTvMykEgdllVPtFDig2HyWSSuCiV2D9JR5g2RWjBTYpMcn4-YZFqge-Og6jSjzNVaNOQsFwGf8RYRjCFH-RbGwsyWgJ0JDzA-f2GH9v783rrghsWoVbG0_R3YhUdBtB7YG7bEhXu-j7osviqbBB7qcO4sGUlrhyn5DncA6O9RbCI75TXyealVwCW_LGEtVxqs7u3ikXd5M9jW5xYN7q6Vy2KFODyE_qWDtL4ZghMpfA==",
          "id": "rs_064af6ee3d6528eb016a098b42cf748191b13a227feac3fda5",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_CYNPCF22XsmKAZG94pRAXI30",
          "call_id": "call_CYNPCF22XsmKAZG94pRAXI30",
          "response_item_id": "fc_064af6ee3d6528eb016a098b4482b88191bfedcc3b92c404a7",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\",\"old_string\":\"MIGRATION_VERSION = 19\\nMIGRATION_NAME = \\\"019_budget_phase12_seed_review\\\"\",\"new_string\":\"MIGRATION_VERSION = 20\\nMIGRATION_NAME = \\\"020_budget_phase14_workview_import_candidates\\\"\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\\n@@ -6,8 +6,8 @@\\n \\n from .schema import INITIAL_SCHEMA_SQL\\n \\n-MIGRATION_VERSION = 19\\n-MIGRATION_NAME = \\\"019_budget_phase12_seed_review\\\"\\n+MIGRATION_VERSION = 20\\n+MIGRATION_NAME = \\\"020_budget_phase14_workview_import_candidates\\\"\\n \\n INSTRUMENT_OPTIONAL_COLUMNS = {\\n     \\\"position_category\\\": \\\"TEXT\\\",\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py was modified by sibling subagent '20260517_010921_bc8f4d' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_CYNPCF22XsmKAZG94pRAXI30"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYtQk01IeYPyRmJ2Bl6hqcy8lE3C6XAD08kkjwk6zJnBSUi3SpMVjRWWOuDM1s6ksUzbOK9SlMp9IzrB5Qk0134AFBTKXNHFEOYc2LCnFI3KmAG2dlrhcocHQe0f2Bf9_MuiDMMAcl67HGNCt5LHFhCt1bUBWLlEgPGFng7cTtZRNIzLQyshYWICJYVx_ZpbtYldG2nWUFl60azn_X3dx5IablzZNF4MX3T79uMnn1NVlO_UQ0uP6k9f202xzP2mZSrIGxqkiYLecnw4t-OJVOws6xklReY2RahcnevXUT1sU6FUXYvFbBvETnvkjVbzFVdmBCH5zAovXUMWNBMs1wHGpTm1XH69kFD9lyXnzaHpSkve8Vfmrj9jh3pj6dFA5PGdZgrfkWe0EVoo29BNLzfPctZzDe5zH6k3kAiRfk5E9sEuqbX2D6ZVbDXH3O8gqCFMBN9fcR1FBJkcJDhTMXrgI8EYf2FsTp5j-jMRO1bvhXVVI50No4SYPwk5Ume_vGY73vfIfswbdqMKmWfp1oPhz5qmkBH7bc56gUDTL81FZXNo5L2Rj9QnNJPTSDNmyg1xg9iBns563hFn8rCNlnhxt_BKPg71L6GgZimysqMFZXb1knQnEiFmj8ZIcA0wnJ6Eg8jWLPutNtXbYXhhsXN00dfjsMUZ5sJyv667oNdPiazs_gGVtL0QHCNvOtcDFE7nhl2LO89m8goJsH3rWIJtDv2M3Bgbl3P6x958W1o7UnC0pvtYo6fUYcgt_VyllCM9X5clZQPl_JsnRvLasLx9nFvktrAWurzFbc6gK7XlgZFyvc2yZojLklWJPyGQgjr122lgXb0M6tLZkjggXNaUCpxwMVjfWHWnh8vJFrxHg5_hE4yUht4RQKctBJvHADaiTTbYFSP1dCJwfdlY7otC9v0UaGIZlCDYEJL3kqg8nOGsLCh7AzPgyTpT7OlxTxkXDUA3nIepaX58j83CGsTst-MY4Z7oN1Cbth_1ePG3qaI=",
          "id": "rs_064af6ee3d6528eb016a098b4f33508191941175270b385369",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_pCL9w4gApWCrxoYSzKXNQJOU",
          "call_id": "call_pCL9w4gApWCrxoYSzKXNQJOU",
          "response_item_id": "fc_064af6ee3d6528eb016a098b5026c08191bb776e763d6c9045",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\",\"old_string\":\"def _apply_compat_migrations(conn: Connection) -> None:\\n    _add_missing_instrument_columns(conn)\\n    for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n        _rebuild_table_with_text_columns(conn, table, text_columns)\\n    _create_broker_bank_mapping_tables(conn)\\n    _create_broker_import_review_items(conn)\\n    _create_broker_import_execution_plans(conn)\\n    _add_transaction_void_columns(conn)\\n    _create_fx_market_data_tables(conn)\\n    _create_instrument_import_candidates(conn)\\n    _create_budget_phase1_tables(conn)\\n    _create_budget_phase11_tables(conn)\\n\",\"new_string\":\"def _create_budget_phase14_tables(conn: Connection) -> None:\\n    conn.executescript(\\n        \\\"\\\"\\\"\\n        CREATE TABLE IF NOT EXISTS budget_transaction_candidates (\\n            transaction_candidate_id TEXT PRIMARY KEY,\\n            source_file_label TEXT NOT NULL,\\n            source_row_or_range TEXT,\\n            source_type TEXT NOT NULL DEFAULT 'csv_seed',\\n            transaction_date TEXT,\\n            description TEXT NOT NULL,\\n            merchant TEXT,\\n            amount_original TEXT,\\n            currency_original TEXT NOT NULL DEFAULT 'CHF',\\n            proposed_category_id TEXT REFERENCES budget_categories(category_id),\\n            proposed_category_name TEXT,\\n            duplicate_of_transaction_id TEXT REFERENCES budget_transactions(budget_transaction_id),\\n            confidence TEXT NOT NULL DEFAULT '0',\\n            requires_review INTEGER NOT NULL DEFAULT 1,\\n            status TEXT NOT NULL DEFAULT 'pending' CHECK(status IN ('pending','needs_review','ignored','confirmed','duplicate')),\\n            notes TEXT,\\n            created_at TEXT NOT NULL,\\n            updated_at TEXT\\n        );\\n        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_status ON budget_transaction_candidates(status);\\n        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_source ON budget_transaction_candidates(source_file_label);\\n        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_category ON budget_transaction_candidates(proposed_category_id);\\n        \\\"\\\"\\\"\\n    )\\n\\n\\ndef _apply_compat_migrations(conn: Connection) -> None:\\n    _add_missing_instrument_columns(conn)\\n    for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n        _rebuild_table_with_text_columns(conn, table, text_columns)\\n    _create_broker_bank_mapping_tables(conn)\\n    _create_broker_import_review_items(conn)\\n    _create_broker_import_execution_plans(conn)\\n    _add_transaction_void_columns(conn)\\n    _create_fx_market_data_tables(conn)\\n    _create_instrument_import_candidates(conn)\\n    _create_budget_phase1_tables(conn)\\n    _create_budget_phase11_tables(conn)\\n    _create_budget_phase14_tables(conn)\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\\n@@ -707,6 +707,36 @@\\n \\n \\n \\n+def _create_budget_phase14_tables(conn: Connection) -> None:\\n+    conn.executescript(\\n+        \\\"\\\"\\\"\\n+        CREATE TABLE IF NOT EXISTS budget_transaction_candidates (\\n+            transaction_candidate_id TEXT PRIMARY KEY,\\n+            source_file_label TEXT NOT NULL,\\n+            source_row_or_range TEXT,\\n+            source_type TEXT NOT NULL DEFAULT 'csv_seed',\\n+            transaction_date TEXT,\\n+            description TEXT NOT NULL,\\n+            merchant TEXT,\\n+            amount_original TEXT,\\n+            currency_original TEXT NOT NULL DEFAULT 'CHF',\\n+            proposed_category_id TEXT REFERENCES budget_categories(category_id),\\n+            proposed_category_name TEXT,\\n+            duplicate_of_transaction_id TEXT REFERENCES budget_transactions(budget_transaction_id),\\n+            confidence TEXT NOT NULL DEFAULT '0',\\n+            requires_review INTEGER NOT NULL DEFAULT 1,\\n+            status TEXT NOT NULL DEFAULT 'pending' CHECK(status IN ('pending','needs_review','ignored','confirmed','duplicate')),\\n+            notes TEXT,\\n+            created_at TEXT NOT NULL,\\n+            updated_at TEXT\\n+        );\\n+        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_status ON budget_transaction_candidates(status);\\n+        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_source ON budget_transaction_candidates(source_file_label);\\n+        CREATE INDEX IF NOT EXISTS idx_budget_transaction_candidates_category ON budget_transaction_candidates(proposed_category_id);\\n+        \\\"\\\"\\\"\\n+    )\\n+\\n+\\n def _apply_compat_migrations(conn: Connection) -> None:\\n     _add_missing_instrument_columns(conn)\\n     for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n@@ -719,6 +749,7 @@\\n     _create_instrument_import_candidates(conn)\\n     _create_budget_phase1_tables(conn)\\n     _create_budget_phase11_tables(conn)\\n+    _create_budget_phase14_tables(conn)\\n \\n \\n def apply_migrations(conn: Connection) -> None:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_pCL9w4gApWCrxoYSzKXNQJOU"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYtmz1jvPujlMkJA7nJdpuGsuzcbvUZmnncTfkdb5yTY7MPyDohqcBdxo1IXkRY3W3mPOninJPgfKbNKyUTfFkhtQmJbgybSuJXrA00K-9p8V8CEOtGUwBBDhBOpov9KfPgG0vys-jGA_QpdFfyOGFOhruqT3fSDpXMJ8e67LBfD5RAEMLu2HaaEscl1ZN-ZQZxadAYHIhUiF0v-Kda0VpL3TO6NBfV61V3nr_zrRYSF2h7MNYAJuAUuUpgeR26yAY6vlSQpFGGecqsfHy9e5PyM-FXWYJmzlxkfhwtR1CNhrTVcfK2SWGUt0Xd9Yw--3I4gWZiQZdqunaT-99SNlf53eQ9vZ8RtC3y8MSEVYWsGeRpKaVBCxh60oSUKpZDV6DnTXHZgFnvvwWHb2zdZsNiOaZE93Ws5BmwgH2TMeo-F5hEHjF-0sQK8G-gMZytGsN6OBMtyNV5VrXyHnCwpZxzYJBKR1ovLZ9PjBBWhyxQp88Ko8C2oh0KqRSttMkdsGKFJODqbk_hSeyVReuNfwWiHAd2bDCeiiKfgBPwNNlmNHmiJijou8ITU7yzEnw2r5kl55PgFrXoYbVdGrO3MWTnWGBR4AENyZcKhrqXH2mN_7s2_c17xr8N0h1PAwtLVr_Ra7dc5oJ_cDPrBUq8gaECbW-lLsLIy1otMW8hb7WxjmwZgcw-Cdyu27c5ZF-r-G4TvXFQeZ9VrSXQbybYQE9zUaacoDOrdmWFKoV9JApG-NaMLgp6dKwvvbMhC8W0Pk1PGO6EOQCLQW89sFowS5nK7-XTVyZCrftHyA_FBBUM_HNseQncxVPaFn0aby2h5Ob9cxCp821OAQ71QwJoKXu5CEG2NBFTwmzyFMD0FBS5WwYS0nUqrMxnegnN_SOWwTz-Mjq6oXpaj3CTvgDYNLYSBzXFe9-X1HVZ8JlOq-ojC_WCcK7XEsJ11AJGiRx4ee0hEU0n_X2jCYrcht9WXxNXueD8y3G9-I8B7Qn6YWlPddzybg32FFMcXApNwTZh_5kIjlWF7ha9jDdb2mITfP1tYGaJBwq92vdJM-4FKcQMSX-OAAWrX42nyY5RIM1Blbc1CLNNf1dd7GFo0fFnRst-tg-k0UrD1EVyD6zqrwoX7tGaHQzDkctTlc0nZ-ZDuwBuK8w6QKebuM_P8isZd5-ZwmfmcL_lG11oq6vHouaFHdUgjkWlljwndNtsi0BBn0jCAHRdarqcqZhQDV7Mdddt2x3Qodo-kUq-X9NkCPsNXZvgGp-L5zYOEAkKn0IWIfKQpJH1oCO8XINPsd7ipuwpVspigVpSwaRjXc6fJ7OzQ_s2oVchZruRpaWvVTjlA6XOjce_eM39EB3gghJJuburUDzekj69oSAotzYKznhFvoG0wgcJ2-Jjla8qh330YJ8O9suNTMiEM2OUcHPTgBjpPLTzdJ8kSIC25PlCsw5BUtWhDwTsvrBdVSf3OMQ7gbfkm6gsiJSfdL1jptpJZBle4pTNwJ1MtgzbSm0hGcvXJy3-0tILFItaggLYlhIfJ4xCGsTVQfnwcZMC7S0ZysnwI0UwDLIFY8mA3VP5CjZki8UE0Vc_qhAJ55nNRQ8YpJHZ9B8nXYv8EvGwB7A2R3EZfIg459j32DABSxxEN2Vy1FawK3BCMV5ApvxgR5CYbijKt6be6Qd183_boBwNVPB9hVnoRU9YKmVT0Ql69LAIYml3B0ZezJv1a-hqo4Kon3eJtX-ONfUfVJ_UR5sj2cdCUaGK_Rhyim4RokKHNS03SeLWJYdlnWACegwDRG7ntU7o-D704V44l5JrczWyr_T8fa1FV1JzjBXmDPbgPQGyT91ZotGAgSAGbcS-pUEKgFyjcofJCI9Xmns5cQVqpem6Tti9cDhqEp2R98vWf1jQhKJcf_7qPOXq5tz79x_5KP3-AkRlXPlOnqaTrkGbfhJcAh8sXboRtqdISgCdZ4YFIIulBGC-Tln9CebNJL-RH45X0EyCQpLJw9dIdfKatIlaxMgSDwASn44OTjV8e2Hj4DBjeG2DG7jXog7zrcQDzZhN-_NRxPPeroyCQwSFo0nsY1ra7GLjA0NjFIxVuHFVL3cy1bE9sm94NxlZk-qCYf161XYo0x33Cldghl46RZMJTTyDlRkpse1RLK1CBf7RjkQ8kfEzYf3hilYabLWLECVFRrCHR5Ive64_aMDM9xpqsg5x4Aq7B_rvNRWGOeMSP12g24bWATbMhBXXMipQrx8zPeqZvjkia4n6gqXrQB_XKmXhWSNHRyPJ88xA35c5YboTBVBFIWcL6RnVGJXilWcvwVH2xvhscoFUIB9Qq-v6bwg==",
          "id": "rs_064af6ee3d6528eb016a098b62fcd08191a28fa5f2e310f379",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_UlN2wr4UTcIESoBoqhiOTY5A",
          "call_id": "call_UlN2wr4UTcIESoBoqhiOTY5A",
          "response_item_id": "fc_064af6ee3d6528eb016a098b66aed481919c45776a37ccc56b",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\",\"content\":\"from __future__ import annotations\\n\\nimport csv\\nimport hashlib\\nfrom decimal import Decimal, InvalidOperation\\nfrom sqlite3 import Connection\\nfrom typing import Any\\n\\nfrom fastapi import HTTPException\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.services.budget_common import new_id, now, row_to_dict\\nfrom jarvis_finance.services.budget_transactions import confirm_budget_transaction\\n\\n\\ndef _decimal_text(value: object) -> str | None:\\n    if value in (None, \\\"\\\"):\\n        return None\\n    text = str(value).strip().replace(\\\"'\\\", \\\"\\\").replace(\\\"CHF\\\", \\\"\\\").replace(\\\"−\\\", \\\"-\\\")\\n    if text.count(\\\",\\\") == 1 and text.count(\\\".\\\") == 0:\\n        text = text.replace(\\\",\\\", \\\".\\\")\\n    text = text.replace(\\\" \\\", \\\"\\\")\\n    try:\\n        return format(abs(Decimal(text)), \\\"f\\\")\\n    except (InvalidOperation, ValueError):\\n        return None\\n\\n\\ndef _normalise(value: object) -> str:\\n    return str(value or \\\"\\\").strip().lower().replace(\\\"ä\\\", \\\"ae\\\").replace(\\\"ö\\\", \\\"oe\\\").replace(\\\"ü\\\", \\\"ue\\\")\\n\\n\\ndef _category_by_name(conn: Connection, needles: list[str]) -> tuple[str | None, str | None]:\\n    cats = conn.execute(\\\"SELECT category_id, name FROM budget_categories WHERE is_active=1\\\").fetchall()\\n    for needle in needles:\\n        n = _normalise(needle)\\n        for cat in cats:\\n            if n and (n in _normalise(cat[\\\"name\\\"]) or _normalise(cat[\\\"name\\\"]) in n):\\n                return str(cat[\\\"category_id\\\"]), str(cat[\\\"name\\\"])\\n    return None, None\\n\\n\\ndef suggest_category(conn: Connection, description: str, source_label: str = \\\"\\\") -> tuple[str | None, str | None, str, bool]:\\n    text = _normalise(f\\\"{source_label} {description}\\\")\\n    if \\\"migros\\\" in text or \\\"cumulus\\\" in text:\\n        cid, cname = _category_by_name(conn, [\\\"Grosseinkauf\\\", \\\"Essen\\\", \\\"Haushalt\\\", \\\"Leben\\\"])\\n        return cid, cname or \\\"Essen & Haushalt / Grosseinkauf\\\", \\\"0.80\\\", cid is None\\n    keyword_map = [\\n        ([\\\"krankenkasse\\\", \\\"versicherung\\\", \\\"axa\\\", \\\"zurich\\\", \\\"css\\\", \\\"helsana\\\"], [\\\"Versicherungen\\\", \\\"Krankenkasse\\\"]),\\n        ([\\\"coop\\\", \\\"migros\\\", \\\"denner\\\", \\\"aldi\\\", \\\"lidl\\\"], [\\\"Essen\\\", \\\"Haushalt\\\", \\\"Leben\\\"]),\\n        ([\\\"sbb\\\", \\\"zug\\\", \\\"bahn\\\", \\\"parking\\\", \\\"tankstelle\\\", \\\"mazda\\\"], [\\\"Mobilität\\\", \\\"Auto\\\"]),\\n        ([\\\"lohn\\\", \\\"salary\\\", \\\"einkommen\\\", \\\"gutschrift\\\"], [\\\"Einnahmen\\\", \\\"Lohn\\\"]),\\n    ]\\n    for words, cats in keyword_map:\\n        if any(w in text for w in words):\\n            cid, cname = _category_by_name(conn, cats)\\n            return cid, cname or cats[0], \\\"0.65\\\", cid is None\\n    return None, None, \\\"0.20\\\", True\\n\\n\\ndef _duplicate_of(conn: Connection, tx_date: str | None, amount: str | None, description: str) -> str | None:\\n    if not tx_date or not amount:\\n        return None\\n    row = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT budget_transaction_id FROM budget_transactions\\n        WHERE transaction_date=? AND status IN ('confirmed','reversed')\\n          AND COALESCE(amount_chf, amount_original)=?\\n          AND lower(description)=lower(?)\\n        ORDER BY created_at LIMIT 1\\n        \\\"\\\"\\\",\\n        (tx_date, amount, description),\\n    ).fetchone()\\n    return str(row[\\\"budget_transaction_id\\\"]) if row else None\\n\\n\\ndef _candidate_key(source_label: str, row_ref: str, tx_date: str | None, amount: str | None, description: str) -> str:\\n    raw = \\\"|\\\".join([source_label, row_ref, tx_date or \\\"\\\", amount or \\\"\\\", description])\\n    return hashlib.sha256(raw.encode(\\\"utf-8\\\")).hexdigest()[:24]\\n\\n\\ndef _insert_candidate(conn: Connection, row: dict[str, Any]) -> bool:\\n    existing = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT 1 FROM budget_transaction_candidates\\n        WHERE source_file_label=? AND source_row_or_range=? AND transaction_date IS ?\\n          AND description=? AND COALESCE(amount_original,'')=COALESCE(?, '')\\n        \\\"\\\"\\\",\\n        (row[\\\"source_file_label\\\"], row.get(\\\"source_row_or_range\\\"), row.get(\\\"transaction_date\\\"), row[\\\"description\\\"], row.get(\\\"amount_original\\\")),\\n    ).fetchone()\\n    if existing:\\n        return False\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO budget_transaction_candidates(\\n          transaction_candidate_id, source_file_label, source_row_or_range, source_type,\\n          transaction_date, description, merchant, amount_original, currency_original,\\n          proposed_category_id, proposed_category_name, duplicate_of_transaction_id,\\n          confidence, requires_review, status, notes, created_at, updated_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            row[\\\"transaction_candidate_id\\\"], row[\\\"source_file_label\\\"], row.get(\\\"source_row_or_range\\\"), row.get(\\\"source_type\\\") or \\\"csv_seed\\\",\\n            row.get(\\\"transaction_date\\\"), row[\\\"description\\\"], row.get(\\\"merchant\\\"), row.get(\\\"amount_original\\\"), row.get(\\\"currency_original\\\") or \\\"CHF\\\",\\n            row.get(\\\"proposed_category_id\\\"), row.get(\\\"proposed_category_name\\\"), row.get(\\\"duplicate_of_transaction_id\\\"),\\n            row.get(\\\"confidence\\\") or \\\"0\\\", 1 if row.get(\\\"requires_review\\\", True) else 0, row.get(\\\"status\\\") or \\\"pending\\\", row.get(\\\"notes\\\"), row[\\\"created_at\\\"], row[\\\"updated_at\\\"],\\n        ),\\n    )\\n    return True\\n\\n\\ndef seed_transaction_candidates_from_rows(conn: Connection, rows: list[dict[str, Any]] | list[list[Any]], *, source_file_label: str, source_type: str = \\\"csv_seed\\\") -> dict[str, int]:\\n    created = duplicates = review = suggested = ignored = confirmed = 0\\n    for idx, raw in enumerate(rows, start=1):\\n        if isinstance(raw, dict):\\n            low = {_normalise(k): v for k, v in raw.items()}\\n            description = str(low.get(\\\"beschreibung\\\") or low.get(\\\"description\\\") or low.get(\\\"text\\\") or low.get(\\\"merchant\\\") or low.get(\\\"haendler\\\") or low.get(\\\"händler\\\") or \\\"\\\").strip()\\n            merchant = str(low.get(\\\"merchant\\\") or low.get(\\\"haendler\\\") or low.get(\\\"händler\\\") or \\\"\\\").strip() or None\\n            tx_date = str(low.get(\\\"datum\\\") or low.get(\\\"date\\\") or low.get(\\\"buchungsdatum\\\") or \\\"\\\").strip()[:10] or None\\n            amount = _decimal_text(low.get(\\\"betrag\\\") or low.get(\\\"amount\\\") or low.get(\\\"umsatz\\\") or low.get(\\\"wert\\\"))\\n        else:\\n            cells = [str(c).strip() for c in raw]\\n            description = next((c for c in cells if c and _decimal_text(c) is None and not c[:4].isdigit()), \\\"\\\")\\n            merchant = None\\n            tx_date = next((c[:10] for c in cells if len(c) >= 10 and c[:4].isdigit()), None)\\n            amount = next((_decimal_text(c) for c in cells if _decimal_text(c) is not None), None)\\n        if not description or not amount:\\n            ignored += 1\\n            continue\\n        cid, cname, conf, needs_review = suggest_category(conn, description, source_file_label)\\n        dup = _duplicate_of(conn, tx_date, amount, description)\\n        status = \\\"duplicate\\\" if dup else (\\\"needs_review\\\" if needs_review else \\\"pending\\\")\\n        if dup:\\n            duplicates += 1\\n        if cid:\\n            suggested += 1\\n        if needs_review:\\n            review += 1\\n        ts = now()\\n        row_ref = f\\\"R{idx}\\\"\\n        inserted = _insert_candidate(conn, {\\n            \\\"transaction_candidate_id\\\": \\\"btxcand_\\\" + _candidate_key(source_file_label, row_ref, tx_date, amount, description),\\n            \\\"source_file_label\\\": source_file_label,\\n            \\\"source_row_or_range\\\": row_ref,\\n            \\\"source_type\\\": source_type,\\n            \\\"transaction_date\\\": tx_date,\\n            \\\"description\\\": description[:300],\\n            \\\"merchant\\\": merchant,\\n            \\\"amount_original\\\": amount,\\n            \\\"currency_original\\\": \\\"CHF\\\",\\n            \\\"proposed_category_id\\\": cid,\\n            \\\"proposed_category_name\\\": cname,\\n            \\\"duplicate_of_transaction_id\\\": dup,\\n            \\\"confidence\\\": conf,\\n            \\\"requires_review\\\": needs_review or bool(dup),\\n            \\\"status\\\": status,\\n            \\\"notes\\\": \\\"mvp_light_category_suggestion\\\",\\n            \\\"created_at\\\": ts,\\n            \\\"updated_at\\\": ts,\\n        })\\n        if inserted:\\n            created += 1\\n    conn.commit()\\n    return {\\\"candidate_count\\\": created, \\\"suggested_count\\\": suggested, \\\"review_required_count\\\": review, \\\"possible_duplicate_count\\\": duplicates, \\\"ignored_count\\\": ignored, \\\"confirmed_count\\\": confirmed}\\n\\n\\ndef seed_transaction_candidates_from_csv_text(conn: Connection, text: str, *, source_file_label: str, source_type: str = \\\"csv_seed\\\") -> dict[str, int]:\\n    sample = text[:4096]\\n    dialect = csv.Sniffer().sniff(sample, delimiters=\\\",;\\\\t\\\") if sample.strip() else csv.excel\\n    reader = csv.DictReader(text.splitlines(), dialect=dialect)\\n    if reader.fieldnames:\\n        return seed_transaction_candidates_from_rows(conn, list(reader), source_file_label=source_file_label, source_type=source_type)\\n    return seed_transaction_candidates_from_rows(conn, list(csv.reader(text.splitlines(), dialect=dialect)), source_file_label=source_file_label, source_type=source_type)\\n\\n\\ndef list_transaction_candidates(conn: Connection, *, status: str | None = None) -> list[dict[str, Any]]:\\n    clauses=[]; params=[]\\n    if status:\\n        clauses.append(\\\"status=?\\\"); params.append(status)\\n    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n    rows = conn.execute(f\\\"SELECT * FROM budget_transaction_candidates {where} ORDER BY created_at DESC LIMIT 500\\\", params).fetchall()\\n    return [row_to_dict(r) | {\\\"requires_review\\\": bool(r[\\\"requires_review\\\"])} for r in rows]\\n\\n\\ndef preview_transaction_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n    payload = payload or {}\\n    cat_id = payload.get(\\\"category_id\\\") or row[\\\"proposed_category_id\\\"]\\n    return {\\n        \\\"preview_id\\\": new_id(\\\"preview\\\"),\\n        \\\"summary\\\": \\\"Buchungskandidat übernehmen\\\",\\n        \\\"warnings\\\": [\\\"Möglicher Duplikat-Treffer\\\"] if row[\\\"duplicate_of_transaction_id\\\"] else ([] if cat_id else [\\\"Kategorie fehlt\\\"]),\\n        \\\"payload\\\": {\\n            \\\"account_id\\\": payload.get(\\\"account_id\\\"),\\n            \\\"transaction_type\\\": payload.get(\\\"transaction_type\\\") or \\\"expense\\\",\\n            \\\"transaction_date\\\": payload.get(\\\"transaction_date\\\") or row[\\\"transaction_date\\\"],\\n            \\\"description\\\": payload.get(\\\"description\\\") or row[\\\"description\\\"],\\n            \\\"payee\\\": payload.get(\\\"payee\\\") or row[\\\"merchant\\\"],\\n            \\\"amount_original\\\": row[\\\"amount_original\\\"],\\n            \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n            \\\"category_id\\\": cat_id,\\n            \\\"source_type\\\": \\\"candidate_import\\\",\\n            \\\"notes\\\": f\\\"Confirmed from transaction candidate {candidate_id}\\\",\\n        },\\n    }\\n\\n\\ndef confirm_transaction_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n    if row[\\\"status\\\"] == \\\"confirmed\\\":\\n        raise HTTPException(status_code=409, detail=\\\"candidate already confirmed\\\")\\n    preview = preview_transaction_candidate(conn, candidate_id, payload)\\n    result = confirm_budget_transaction(conn, preview[\\\"payload\\\"])\\n    ts = now()\\n    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', updated_at=? WHERE transaction_candidate_id=?\\\", (ts, candidate_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"confirm\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"confirmed\\\", \\\"transaction_id\\\": result[\\\"entity_id\\\"]}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": result[\\\"entity_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchungskandidat übernommen\\\"}\\n\\n\\ndef ignore_transaction_candidate(conn: Connection, candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n    ts = now()\\n    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='ignored', notes=COALESCE(?, notes), updated_at=? WHERE transaction_candidate_id=?\\\", (note, ts, candidate_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"ignore\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"ignored\\\"}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"ignored\\\", \\\"entity_id\\\": candidate_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchungskandidat ignoriert\\\"}\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 12692, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_UlN2wr4UTcIESoBoqhiOTY5A"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Considering SQL Syntax Issues**\n\nI’m thinking that there’s a syntax issue with SQL using “IS ?.” I wonder if SQLite supports “IS ?” because that might be okay. I also need to keep in mind that a CSV sniffer can fail, which is a concern. I’ll address this later. There’s also a need to patch the categories for an update, so that’s something I need to keep track of as I move forward.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering SQL Syntax Issues**\n\nI’m thinking that there’s a syntax issue with SQL using “IS ?.” I wonder if SQLite supports “IS ?” because that might be okay. I also need to keep in mind that a CSV sniffer can fail, which is a concern. I’ll address this later. There’s also a need to patch the categories for an update, so that’s something I need to keep track of as I move forward.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYuuEhztm0IX2h3wIBjmMrD1WZizmkBrmBYnYm2-YOqhh8vWFit1yTlPZWApR8iDbetv_uZz8_J62FuqT7THX_3fMPxTZc3gsVh7Vep6fllUjX1eyNyEI496mG2Z7PCICCfgXYEJa5tS_TkrFP1hP_ohkqDGPMNo0-NvY1nbEndu43-C6aV4r_fx8BjvXoBXB_rg7hcMX-bQ3npcfqFkeZ8eXHd8FeKjg4nII1cPern8xhAOtD5LoYvpqtzeDHpSoJtY5rG1OJ-_RDejyCGwZKEwPG6fjyVHlTLuokuXi49Q8enG8tDNHS_n3FJss4i8Vz9HmjLBwbPI8rhx0gK4S6_Pb18gE-Le7yjHsFpmY43KntUwuy1EC1XGXqQTqFC4Kz2_74rci6tcSnTioJYyMVRlvb6aBQwt3csnKPfN_oChkJ5VUQ2K4XXsBLeayS6RLDedSsmBnKegrlSVUYSwaU92dgdh7js3jIk3WEdQdWrjINfVZD5AFo-qizEE63_vh9UEenGIDaFl6p6lFnJi6E42h4-GZLb_0F0rNGr8ddY6eAjaWpOeCUbet2EFJ9yqHVLronvIzBm740EGEhjsunR3Nb5n0vOCpxhX7byeeh-n81If_SVZ1q32ge3Scn5OQf7sZ4EjwLGpn7lCpDRtwl10-EfJb4n4rXCJQp-XZac6pGdeAhbt8JvOIGlHxDwAz8-XdVjoY14XgsPR7Tq9XtCsIQ_A7rrPH2IIcNv2yf8C3Hi3zK8DPoMyszpANFlZY5Z_jzU5by8GeCrInudfahhoDpD4ndj9LZ4QAgr6sdYGv1NNg8FCGS6lPHWezUFi-69L5xKwYyCWpL01EbbhQGE1tFjDC5XVPP0Qp3n_qDBCK4w_VQhDvOsTOciSVtlnQT3H6ByeZWBtHtsaY9wCMvcWaCi-xIVyBgcdhrMQY_4PggbeUqBU-uRFR7kIZT5VeZMCPDVntvJK_D3Psmas7REfjne2g9jgWV8Hcn21r-SMMogLNBRSJN-u3hTfJ-Uwt7zZ9aDBOW_XuowrywLcdnlydGnCKcnqFDlHuKNktGhrWb16MgVVXN2kcu-s0uqY_cWn",
          "id": "rs_064af6ee3d6528eb016a098bacadbc8191838a019dc580f954",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering SQL Syntax Issues**\n\nI’m thinking that there’s a syntax issue with SQL using “IS ?.” I wonder if SQLite supports “IS ?” because that might be okay. I also need to keep in mind that a CSV sniffer can fail, which is a concern. I’ll address this later. There’s also a need to patch the categories for an update, so that’s something I need to keep track of as I move forward."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_YLddGDroBm6YxEXytjO3lPrE",
          "call_id": "call_YLddGDroBm6YxEXytjO3lPrE",
          "response_item_id": "fc_064af6ee3d6528eb016a098bae88188191a3835fc168e50e6f",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\",\"old_string\":\"def archive_category(conn: Connection, category_id: str) -> dict:\\n    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n    ts = now()\\n    conn.execute(\\\"UPDATE budget_categories SET is_active=0, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie archiviert\\\"}\\n\\n\\ndef list_categories(conn: Connection, include_archived: bool = True) -> list[dict]:\",\"new_string\":\"def update_category(conn: Connection, category_id: str, payload: dict) -> dict:\\n    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n    old = row_to_dict(row)\\n    name = str(payload.get(\\\"name\\\") or row[\\\"name\\\"]).strip()\\n    category_type = str(payload.get(\\\"category_type\\\") or row[\\\"category_type\\\"]).strip().lower()\\n    if category_type not in CATEGORY_TYPES:\\n        raise HTTPException(status_code=422, detail=\\\"invalid category_type\\\")\\n    parent_category_id = payload.get(\\\"parent_category_id\\\", row[\\\"parent_category_id\\\"])\\n    if parent_category_id in (\\\"\\\", category_id):\\n        parent_category_id = None\\n    if parent_category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (parent_category_id,)).fetchone():\\n        raise HTTPException(status_code=422, detail=\\\"parent category not found\\\")\\n    sort_order = int(payload.get(\\\"sort_order\\\", row[\\\"sort_order\\\"] or 0))\\n    ts = now()\\n    conn.execute(\\n        \\\"UPDATE budget_categories SET name=?, category_type=?, parent_category_id=?, sort_order=?, color=?, icon=?, updated_at=? WHERE category_id=?\\\",\\n        (name, category_type, parent_category_id, sort_order, payload.get(\\\"color\\\", row[\\\"color\\\"]), payload.get(\\\"icon\\\", row[\\\"icon\\\"]), ts, category_id),\\n    )\\n    new_values = {\\\"name\\\": name, \\\"category_type\\\": category_type, \\\"parent_category_id\\\": parent_category_id, \\\"sort_order\\\": sort_order}\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=old, new_values=new_values, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie aktualisiert\\\"}\\n\\n\\ndef archive_category(conn: Connection, category_id: str) -> dict:\\n    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n    ts = now()\\n    conn.execute(\\\"UPDATE budget_categories SET is_active=0, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0, \\\"dashboard_hidden\\\": True}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie archiviert\\\"}\\n\\n\\ndef list_categories(conn: Connection, include_archived: bool = False) -> list[dict]:\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n@@ -77,18 +77,44 @@\\n     return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": normalised[\\\"category_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie gespeichert\\\"}\\n \\n \\n+def update_category(conn: Connection, category_id: str, payload: dict) -> dict:\\n+    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n+    if not row:\\n+        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n+    old = row_to_dict(row)\\n+    name = str(payload.get(\\\"name\\\") or row[\\\"name\\\"]).strip()\\n+    category_type = str(payload.get(\\\"category_type\\\") or row[\\\"category_type\\\"]).strip().lower()\\n+    if category_type not in CATEGORY_TYPES:\\n+        raise HTTPException(status_code=422, detail=\\\"invalid category_type\\\")\\n+    parent_category_id = payload.get(\\\"parent_category_id\\\", row[\\\"parent_category_id\\\"])\\n+    if parent_category_id in (\\\"\\\", category_id):\\n+        parent_category_id = None\\n+    if parent_category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (parent_category_id,)).fetchone():\\n+        raise HTTPException(status_code=422, detail=\\\"parent category not found\\\")\\n+    sort_order = int(payload.get(\\\"sort_order\\\", row[\\\"sort_order\\\"] or 0))\\n+    ts = now()\\n+    conn.execute(\\n+        \\\"UPDATE budget_categories SET name=?, category_type=?, parent_category_id=?, sort_order=?, color=?, icon=?, updated_at=? WHERE category_id=?\\\",\\n+        (name, category_type, parent_category_id, sort_order, payload.get(\\\"color\\\", row[\\\"color\\\"]), payload.get(\\\"icon\\\", row[\\\"icon\\\"]), ts, category_id),\\n+    )\\n+    new_values = {\\\"name\\\": name, \\\"category_type\\\": category_type, \\\"parent_category_id\\\": parent_category_id, \\\"sort_order\\\": sort_order}\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=old, new_values=new_values, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie aktualisiert\\\"}\\n+\\n+\\n def archive_category(conn: Connection, category_id: str) -> dict:\\n     row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n     if not row:\\n         raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n     ts = now()\\n-    conn.execute(\\\"UPDATE budget_categories SET is_active=0, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n-    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n+    conn.execute(\\\"UPDATE budget_categories SET is_active=0, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0, \\\"dashboard_hidden\\\": True}, created_by=\\\"user\\\")\\n     conn.commit()\\n     return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie archiviert\\\"}\\n \\n \\n-def list_categories(conn: Connection, include_archived: bool = True) -> list[dict]:\\n+def list_categories(conn: Connection, include_archived: bool = False) -> list[dict]:\\n     where = \\\"\\\" if include_archived else \\\"WHERE is_active = 1\\\"\\n     rows = conn.execute(f\\\"SELECT * FROM budget_categories {where} ORDER BY sort_order, name\\\").fetchall()\\n     items = [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"]), \\\"children\\\": []} for r in rows]\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_YLddGDroBm6YxEXytjO3lPrE"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYvF19qtypXV-UwIMPMKDude4ZbmLpK5dp-p7wogt9-lTdX_Mtz37ldjR2qcELv-FA649qItn60y5a6V7CNiqOK06BdO_uX6dFDQT-1o7wFBEYdgf7Mup4oPFV7-CSi6UahDw5Yk5DvSkFebfljETNRz97toHIo-VbsFUjc0Yi4mbYSwH-ApMiMjhpyIkyffZkS0VsoNGS_Dm7ah4NH1jdML7LmJFCXN8MXRira47b9goiISoArcD69QyXKrJl_Ua1RNcKg75bfJ3q3M0L8cB-mznrnDGpJZamjaSBqM7DZAdJrnsorGIe7cYb586NixP8ivdsXLAK1ZFSjfngcICoTxuTpsKKqpakuwefcV4jInG4oje-gXfTvVn-lAw6FXDbko5OPJyLbxO_IiRoBxhMgJx-LVmumqF-FgGyZ78OBp24ztUOgJIzCbu07xQ8biBkFiTPwLYWPd69KIy1AMA4kRtKyeWvSp1iZucXtwepCNihQOPChbYyJHfUEimU9hVKxhOF9VqAeB1ypC_kuyAec2BKYzGZl-g9vrY86MfvuefL5EAUJBFM9j5kwxaQJqfAEJ4BeGrMc6rr0HajcFIAJVrv0vXdnzVQIWw7untYjBdOPXCkQ61lGvMmDkonPdR8EP7oD-VWvZseentMFCd3Al2FVNJcVfbeXi5O_2kOQldekTR0TyNH5_a6gZwzwtB8_kpL2g_IUvD-a45EPx1XxYlaFf_qmGCaBgmn49olzw-yHYOCpkPPkW_a4qJgFz9RbK_ervie03BOX0j3LOXkmISMJrappU6iueZD1SvfNSHZqAzLWBVneGZekcADRzUBkpyPJDbJrczpOFm2zgi5qhYfcOgvfLSXWjG_WRGtzTgrTQubh9e-kprQjudLw8sSu1mZPRqSNiV0gBxFQvzYOUpVA0zk_mGtX9rf5uFkBAW9jaQPUe_kebUYnSI1D-rosC",
          "id": "rs_064af6ee3d6528eb016a098bc52fcc8191b58a027bcce4bd45",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_cml28c5Sng81V4rYNL2LiKDP",
          "call_id": "call_cml28c5Sng81V4rYNL2LiKDP",
          "response_item_id": "fc_064af6ee3d6528eb016a098bc5a5748191a008aed431a2d9ee",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"old_string\":\"def list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None) -> list[dict]:\\n    clauses = [\\\"1=1\\\"]\\n    params: list[str] = []\",\"new_string\":\"def update_budget_transaction(conn: Connection, transaction_id: str, payload: dict) -> dict:\\n    row = conn.execute(\\\"SELECT * FROM budget_transactions WHERE budget_transaction_id=?\\\", (transaction_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"transaction not found\\\")\\n    forbidden_amount_fields = {\\\"amount_original\\\", \\\"amount_chf\\\", \\\"currency_original\\\", \\\"fx_rate_to_chf\\\"} & set(payload)\\n    if forbidden_amount_fields:\\n        raise HTTPException(status_code=422, detail=\\\"amount corrections require adjustment or reversal\\\")\\n    old = row_to_dict(row)\\n    category_id = payload.get(\\\"category_id\\\", row[\\\"category_id\\\"])\\n    if category_id in (\\\"\\\", \\\"uncategorized\\\"):\\n        category_id = None\\n    if category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone():\\n        raise HTTPException(status_code=422, detail=\\\"active category not found\\\")\\n    description = str(payload.get(\\\"description\\\") or row[\\\"description\\\"]).strip()\\n    payee = payload.get(\\\"payee\\\", row[\\\"payee\\\"])\\n    merchant_id = payload.get(\\\"merchant_id\\\", row[\\\"merchant_id\\\"])\\n    notes = payload.get(\\\"notes\\\", row[\\\"notes\\\"])\\n    ts = now()\\n    conn.execute(\\n        \\\"UPDATE budget_transactions SET category_id=?, description=?, payee=?, merchant_id=?, notes=?, updated_at=? WHERE budget_transaction_id=?\\\",\\n        (category_id, description, payee, merchant_id, notes, ts, transaction_id),\\n    )\\n    if \\\"tag_names\\\" in payload:\\n        conn.execute(\\\"DELETE FROM budget_transaction_tags WHERE budget_transaction_id=?\\\", (transaction_id,))\\n        _insert_tags(conn, transaction_id, payload.get(\\\"tag_names\\\") or [])\\n    new_values = {\\\"category_id\\\": category_id, \\\"description\\\": description, \\\"payee\\\": payee, \\\"merchant_id\\\": merchant_id, \\\"notes\\\": notes, \\\"tag_names\\\": payload.get(\\\"tag_names\\\")}\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_transaction\\\", entity_id=transaction_id, old_values=old, new_values=new_values, user_text_note=payload.get(\\\"change_note\\\"), created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": transaction_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchung aktualisiert\\\"}\\n\\n\\ndef list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, merchant: str | None = None, tag: str | None = None, status: str | None = None) -> list[dict]:\\n    clauses = [\\\"1=1\\\"]\\n    params: list[str] = []\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"error\": \"path required\"}",
      "tool_call_id": "call_cml28c5Sng81V4rYNL2LiKDP"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_kpds6w0w0bacY4YAxu2MJhav",
          "call_id": "call_kpds6w0w0bacY4YAxu2MJhav",
          "response_item_id": "fc_064af6ee3d6528eb016a098bdbf5e881919d6574da57282766",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\",\"new_string\":\"def update_budget_transaction(conn: Connection, transaction_id: str, payload: dict) -> dict:\\n    row = conn.execute(\\\"SELECT * FROM budget_transactions WHERE budget_transaction_id=?\\\", (transaction_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"transaction not found\\\")\\n    forbidden_amount_fields = {\\\"amount_original\\\", \\\"amount_chf\\\", \\\"currency_original\\\", \\\"fx_rate_to_chf\\\"} & set(payload)\\n    if forbidden_amount_fields:\\n        raise HTTPException(status_code=422, detail=\\\"amount corrections require adjustment or reversal\\\")\\n    old = row_to_dict(row)\\n    category_id = payload.get(\\\"category_id\\\", row[\\\"category_id\\\"])\\n    if category_id in (\\\"\\\", \\\"uncategorized\\\"):\\n        category_id = None\\n    if category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone():\\n        raise HTTPException(status_code=422, detail=\\\"active category not found\\\")\\n    description = str(payload.get(\\\"description\\\") or row[\\\"description\\\"]).strip()\\n    payee = payload.get(\\\"payee\\\", row[\\\"payee\\\"])\\n    merchant_id = payload.get(\\\"merchant_id\\\", row[\\\"merchant_id\\\"])\\n    notes = payload.get(\\\"notes\\\", row[\\\"notes\\\"])\\n    ts = now()\\n    conn.execute(\\n        \\\"UPDATE budget_transactions SET category_id=?, description=?, payee=?, merchant_id=?, notes=?, updated_at=? WHERE budget_transaction_id=?\\\",\\n        (category_id, description, payee, merchant_id, notes, ts, transaction_id),\\n    )\\n    if \\\"tag_names\\\" in payload:\\n        conn.execute(\\\"DELETE FROM budget_transaction_tags WHERE budget_transaction_id=?\\\", (transaction_id,))\\n        _insert_tags(conn, transaction_id, payload.get(\\\"tag_names\\\") or [])\\n    new_values = {\\\"category_id\\\": category_id, \\\"description\\\": description, \\\"payee\\\": payee, \\\"merchant_id\\\": merchant_id, \\\"notes\\\": notes, \\\"tag_names\\\": payload.get(\\\"tag_names\\\")}\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_transaction\\\", entity_id=transaction_id, old_values=old, new_values=new_values, user_text_note=payload.get(\\\"change_note\\\"), created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": transaction_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchung aktualisiert\\\"}\\n\\n\\ndef list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, merchant: str | None = None, tag: str | None = None, status: str | None = None) -> list[dict]:\\n    clauses = [\\\"1=1\\\"]\\n    params: list[str] = []\",\"old_string\":\"def list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None) -> list[dict]:\\n    clauses = [\\\"1=1\\\"]\\n    params: list[str] = []\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\\n@@ -164,7 +164,38 @@\\n     return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": transfer[\\\"transfer_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Transfer gespeichert\\\"}\\n \\n \\n-def list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None) -> list[dict]:\\n+def update_budget_transaction(conn: Connection, transaction_id: str, payload: dict) -> dict:\\n+    row = conn.execute(\\\"SELECT * FROM budget_transactions WHERE budget_transaction_id=?\\\", (transaction_id,)).fetchone()\\n+    if not row:\\n+        raise HTTPException(status_code=404, detail=\\\"transaction not found\\\")\\n+    forbidden_amount_fields = {\\\"amount_original\\\", \\\"amount_chf\\\", \\\"currency_original\\\", \\\"fx_rate_to_chf\\\"} & set(payload)\\n+    if forbidden_amount_fields:\\n+        raise HTTPException(status_code=422, detail=\\\"amount corrections require adjustment or reversal\\\")\\n+    old = row_to_dict(row)\\n+    category_id = payload.get(\\\"category_id\\\", row[\\\"category_id\\\"])\\n+    if category_id in (\\\"\\\", \\\"uncategorized\\\"):\\n+        category_id = None\\n+    if category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone():\\n+        raise HTTPException(status_code=422, detail=\\\"active category not found\\\")\\n+    description = str(payload.get(\\\"description\\\") or row[\\\"description\\\"]).strip()\\n+    payee = payload.get(\\\"payee\\\", row[\\\"payee\\\"])\\n+    merchant_id = payload.get(\\\"merchant_id\\\", row[\\\"merchant_id\\\"])\\n+    notes = payload.get(\\\"notes\\\", row[\\\"notes\\\"])\\n+    ts = now()\\n+    conn.execute(\\n+        \\\"UPDATE budget_transactions SET category_id=?, description=?, payee=?, merchant_id=?, notes=?, updated_at=? WHERE budget_transaction_id=?\\\",\\n+        (category_id, description, payee, merchant_id, notes, ts, transaction_id),\\n+    )\\n+    if \\\"tag_names\\\" in payload:\\n+        conn.execute(\\\"DELETE FROM budget_transaction_tags WHERE budget_transaction_id=?\\\", (transaction_id,))\\n+        _insert_tags(conn, transaction_id, payload.get(\\\"tag_names\\\") or [])\\n+    new_values = {\\\"category_id\\\": category_id, \\\"description\\\": description, \\\"payee\\\": payee, \\\"merchant_id\\\": merchant_id, \\\"notes\\\": notes, \\\"tag_names\\\": payload.get(\\\"tag_names\\\")}\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_transaction\\\", entity_id=transaction_id, old_values=old, new_values=new_values, user_text_note=payload.get(\\\"change_note\\\"), created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": transaction_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchung aktualisiert\\\"}\\n+\\n+\\n+def list_budget_transactions(conn: Connection, *, month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, merchant: str | None = None, tag: str | None = None, status: str | None = None) -> list[dict]:\\n     clauses = [\\\"1=1\\\"]\\n     params: list[str] = []\\n     if month:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py was modified by sibling subagent '20260517_000742_df2974' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_kpds6w0w0bacY4YAxu2MJhav"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_cqntUQVPaEoIrTFh479PS2Jj",
          "call_id": "call_cqntUQVPaEoIrTFh479PS2Jj",
          "response_item_id": "fc_064af6ee3d6528eb016a098bf0b8b4819192277db22f10722f",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    if transaction_type:\\n        clauses.append(\\\"transaction_type=?\\\"); params.append(transaction_type)\\n    if merchant:\\n        clauses.append(\\\"(lower(COALESCE(payee,'')) LIKE lower(?) OR lower(description) LIKE lower(?))\\\"); params.extend([f\\\"%{merchant}%\\\", f\\\"%{merchant}%\\\"])\\n    if status:\\n        clauses.append(\\\"t.status=?\\\"); params.append(status)\\n    if tag:\\n        clauses.append(\\\"EXISTS (SELECT 1 FROM budget_transaction_tags xt JOIN budget_tags xg ON xg.tag_id=xt.tag_id WHERE xt.budget_transaction_id=t.budget_transaction_id AND lower(xg.name)=lower(?))\\\"); params.append(tag)\\n    rows = conn.execute(\",\"old_string\":\"    if transaction_type:\\n        clauses.append(\\\"transaction_type=?\\\"); params.append(transaction_type)\\n    rows = conn.execute(\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\\n@@ -206,6 +206,12 @@\\n         clauses.append(\\\"category_id=?\\\"); params.append(category_id)\\n     if transaction_type:\\n         clauses.append(\\\"transaction_type=?\\\"); params.append(transaction_type)\\n+    if merchant:\\n+        clauses.append(\\\"(lower(COALESCE(payee,'')) LIKE lower(?) OR lower(description) LIKE lower(?))\\\"); params.extend([f\\\"%{merchant}%\\\", f\\\"%{merchant}%\\\"])\\n+    if status:\\n+        clauses.append(\\\"t.status=?\\\"); params.append(status)\\n+    if tag:\\n+        clauses.append(\\\"EXISTS (SELECT 1 FROM budget_transaction_tags xt JOIN budget_tags xg ON xg.tag_id=xt.tag_id WHERE xt.budget_transaction_id=t.budget_transaction_id AND lower(xg.name)=lower(?))\\\"); params.append(tag)\\n     rows = conn.execute(\\n         f\\\"\\\"\\\"\\n         SELECT t.*, a.name AS account_name, c.name AS category_name\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_transactions.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_cqntUQVPaEoIrTFh479PS2Jj"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Planning budget overview updates**\n\nI need to create a budget overview and check the current status. I’m considering whether to use the write_file function to replace the whole overview or just update parts of it. It's important for me to preserve the existing data while making these changes. I’ll want to be careful about how I manage that to avoid losing anything important!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Planning budget overview updates**\n\nI need to create a budget overview and check the current status. I’m considering whether to use the write_file function to replace the whole overview or just update parts of it. It's important for me to preserve the existing data while making these changes. I’ll want to be careful about how I manage that to avoid losing anything important!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYv9ipXWYIogP2mPr0oXYhRkLeoCA7rahPTfCmiqftou4DIP57jLhBc7Mn0rWR_DpAUEWzxsZ8WKxlHrlDQFvCB2-V_hoGjF-NGi6wrh5ip2yTb4B7_JzofUXAYmCX5MQvTHJLXyfvbUrTrs46iT1aWgsJgozbrKNTQt_T0B_MjC3R2z-zTdE5wPQOzdptHdjOzF0CTe0PfdHYVL9xpU1Hyx3FdUDn2yqPjLLqlhQTc2j3NZ3V0I2YQrGXMq7gpImubKbgbMPiLi6xrsJApkUsAD2e7nanlQoFEbc9GPRj_0jAdYnkKAKdiSg6FDR1yXwo0cN8BeoSTidaTfP-mmAaKy35FiEWRLogxPqaJ51t9MqONwxjQA92gE1Iw2KiRqi_iJoNDQ48wlKcqMvME1gI1LuF4D9zo0VxMf7AsNnnjknpbyguCnqsGZ6RH-_1xv_uNNuAo6GZHkpEztl1j8CG0Ckd63x5sQVUXZ-pRvMlhPXKfefRXGAjbO8NAM1tElAfvMOgAblz29wGSIiJ1iLB5_I75r3S_HpQwRhKof07dCj1saX5io9Vgw6xU48ProOW1WByEI2uDPNdgIqoxoiL6gmdKsdgIXAxBngty1MnsO76jrHVTsbGYaLtzjGsoa0Gzd0zJ8ZN26WImOG3ASRn1yp7tUCW_OdtA9_938Np97EvT_L4YT_EHUGP9ArchWWLDFMvgwh-2VGOvnrjZLPNVlcONvAis7MQePMk5P9QPNywuNolUUBCsuGe7M5AkODh3A1KB5tAgKMyoupkGtZCGiubu2N8CorL7IvDC5v5istLJpX0f6ee_v-Bqovnw27I3fRrGjogyM2T6RdiwdU4BCJe31NzM5LTMuL-_GnujQGlMfyoLgtcLG3YPr9HgcmGlqZLWj-Ur4uB9iEs_gHQd0Wv1BB_9YIqNZWG_686_UHi0UDwcHJQ4UMurX90A_74r7eiTzG85mlHhUssjKXW8Svwf_c3H353KXYgKdKf3QNkr1otVrjcSiZsUHrbYc0uSRMmXEldfaym1ezsdJt_nUD-BVnvT_pGrHcoQK_X_9kIA_ZSXG4m686HM_ySvo53Ak",
          "id": "rs_064af6ee3d6528eb016a098bfc1ac08191bd09db0285ebbc49",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning budget overview updates**\n\nI need to create a budget overview and check the current status. I’m considering whether to use the write_file function to replace the whole overview or just update parts of it. It's important for me to preserve the existing data while making these changes. I’ll want to be careful about how I manage that to avoid losing anything important!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_9wbLmIwH7EpzhPyFoVXvAPtW",
          "call_id": "call_9wbLmIwH7EpzhPyFoVXvAPtW",
          "response_item_id": "fc_064af6ee3d6528eb016a098bfdccc48191965d9861d626d0df",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom datetime import date\\nfrom decimal import Decimal\\nfrom sqlite3 import Connection\\n\\nfrom jarvis_finance.services.budget_common import row_to_dict\\nfrom jarvis_finance.services.budget_transactions import list_budget_transactions\\n\\n\\ndef _current_month(conn: Connection) -> str:\\n    tx = conn.execute(\\\"SELECT substr(MAX(transaction_date),1,7) AS month FROM budget_transactions\\\").fetchone()\\n    if tx and tx[\\\"month\\\"]:\\n        return tx[\\\"month\\\"]\\n    plan = conn.execute(\\\"SELECT MIN(plan_month) AS month FROM budget_plan_items WHERE is_active=1\\\").fetchone()\\n    if plan and plan[\\\"month\\\"]:\\n        return plan[\\\"month\\\"]\\n    return conn.execute(\\\"SELECT substr(date('now'),1,7)\\\").fetchone()[0]\\n\\n\\ndef _amount(row) -> Decimal:\\n    return Decimal(str(row[\\\"amount_chf\\\"] or row[\\\"amount_original\\\"] or \\\"0\\\"))\\n\\n\\ndef _monthly_plan_amount(plan) -> Decimal:\\n    if plan[\\\"monthly_amount_chf\\\"]:\\n        return Decimal(str(plan[\\\"monthly_amount_chf\\\"]))\\n    if plan[\\\"annual_amount_chf\\\"]:\\n        return Decimal(str(plan[\\\"annual_amount_chf\\\"])) / Decimal(\\\"12\\\")\\n    return Decimal(\\\"0\\\")\\n\\n\\ndef _annual_plan_amount(plan) -> Decimal:\\n    if plan[\\\"annual_amount_chf\\\"]:\\n        return Decimal(str(plan[\\\"annual_amount_chf\\\"]))\\n    if plan[\\\"monthly_amount_chf\\\"]:\\n        return Decimal(str(plan[\\\"monthly_amount_chf\\\"])) * Decimal(\\\"12\\\")\\n    return Decimal(\\\"0\\\")\\n\\n\\ndef _fmt(value: Decimal) -> str:\\n    return format(value, \\\"f\\\")\\n\\n\\ndef get_monthly_summary(conn: Connection, month: str | None = None) -> dict:\\n    selected_month = month or _current_month(conn)\\n    rows = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND substr(transaction_date,1,7)=?\\\", (selected_month,)).fetchall()\\n    income = Decimal(\\\"0\\\")\\n    expense = Decimal(\\\"0\\\")\\n    for row in rows:\\n        amount = _amount(row)\\n        if row[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"refund\\\"}:\\n            income += amount\\n        elif row[\\\"transaction_type\\\"] in {\\\"expense\\\", \\\"fee\\\"}:\\n            expense += amount\\n    return {\\\"month\\\": selected_month, \\\"income_chf\\\": _fmt(income), \\\"expense_chf\\\": _fmt(expense), \\\"net_cashflow_chf\\\": _fmt(income - expense), \\\"transaction_count\\\": len(rows)}\\n\\n\\ndef get_category_summary(conn: Connection, month: str | None = None) -> list[dict]:\\n    selected_month = month or _current_month(conn)\\n    rows = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT COALESCE(c.category_id, 'uncategorized') AS summary_category_id,\\n               COALESCE(c.name, 'Unkategorisiert') AS summary_category_name,\\n               t.transaction_type,\\n               t.amount_chf,\\n               t.amount_original,\\n               COUNT(*) AS count\\n        FROM budget_transactions t\\n        LEFT JOIN budget_categories c ON c.category_id=t.category_id\\n        WHERE t.status='confirmed' AND substr(t.transaction_date,1,7)=?\\n          AND t.transaction_type IN ('income','expense','refund','fee')\\n        GROUP BY COALESCE(c.category_id, 'uncategorized'), COALESCE(c.name, 'Unkategorisiert'), t.transaction_type, t.amount_chf, t.amount_original\\n        \\\"\\\"\\\",\\n        (selected_month,),\\n    ).fetchall()\\n    totals: dict[str, dict] = {}\\n    for row in rows:\\n        item = totals.setdefault(row[\\\"summary_category_id\\\"], {\\\"category_id\\\": row[\\\"summary_category_id\\\"], \\\"category_name\\\": row[\\\"summary_category_name\\\"], \\\"amount_chf\\\": Decimal(\\\"0\\\"), \\\"transaction_count\\\": 0})\\n        item[\\\"amount_chf\\\"] += Decimal(str(row[\\\"amount_chf\\\"] or row[\\\"amount_original\\\"] or \\\"0\\\"))\\n        item[\\\"transaction_count\\\"] += int(row[\\\"count\\\"])\\n    result = list(totals.values())\\n    result.sort(key=lambda x: x[\\\"amount_chf\\\"], reverse=True)\\n    return [{**r, \\\"amount_chf\\\": _fmt(r[\\\"amount_chf\\\"])} for r in result]\\n\\n\\ndef _months_denominator(year: str, months_with_bookings: int) -> int:\\n    today = date.today()\\n    if str(today.year) == year:\\n        elapsed = today.month\\n    else:\\n        elapsed = 12\\n    return max(1, min(12, max(months_with_bookings, elapsed)))\\n\\n\\ndef _status(category_type: str, budget_year: Decimal, forecast_year: Decimal, actual_year: Decimal, months_with_bookings: int) -> str:\\n    if actual_year == 0 or months_with_bookings == 0 or budget_year <= 0:\\n        return \\\"Noch keine Daten\\\"\\n    ratio = forecast_year / budget_year\\n    if category_type == \\\"income\\\":\\n        if ratio >= Decimal(\\\"1\\\"):\\n            return \\\"Grün\\\"\\n        if ratio >= Decimal(\\\"0.90\\\"):\\n            return \\\"Gelb\\\"\\n        return \\\"Rot\\\"\\n    if ratio > Decimal(\\\"1.15\\\"):\\n        return \\\"Kritisch\\\"\\n    if ratio > Decimal(\\\"1\\\"):\\n        return \\\"Rot\\\"\\n    if ratio >= Decimal(\\\"0.90\\\"):\\n        return \\\"Gelb\\\"\\n    return \\\"Grün\\\"\\n\\n\\ndef get_budget_status_by_category(conn: Connection, *, year: str = \\\"2026\\\") -> list[dict]:\\n    plan_rows = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT p.*, c.name AS category_name, c.category_type, c.sort_order\\n        FROM budget_plan_items p\\n        JOIN budget_categories c ON c.category_id=p.category_id\\n        WHERE p.is_active=1 AND c.is_active=1 AND substr(p.plan_month,1,4)=?\\n        ORDER BY c.sort_order, c.name, p.name\\n        \\\"\\\"\\\",\\n        (year,),\\n    ).fetchall()\\n    actual_rows = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT category_id, SUM(CAST(COALESCE(amount_chf, amount_original, '0') AS REAL)) AS amount,\\n               COUNT(DISTINCT substr(transaction_date,1,7)) AS months\\n        FROM budget_transactions\\n        WHERE status='confirmed' AND substr(transaction_date,1,4)=?\\n          AND transaction_type IN ('income','refund','expense','fee')\\n        GROUP BY category_id\\n        \\\"\\\"\\\",\\n        (year,),\\n    ).fetchall()\\n    actual = {r[\\\"category_id\\\"]: (Decimal(str(r[\\\"amount\\\"] or 0)), int(r[\\\"months\\\"] or 0)) for r in actual_rows}\\n    grouped: dict[str, dict] = {}\\n    for plan in plan_rows:\\n        item = grouped.setdefault(plan[\\\"category_id\\\"], {\\n            \\\"category_id\\\": plan[\\\"category_id\\\"],\\n            \\\"category\\\": plan[\\\"category_name\\\"],\\n            \\\"category_type\\\": plan[\\\"category_type\\\"],\\n            \\\"budget_month\\\": Decimal(\\\"0\\\"),\\n            \\\"budget_year\\\": Decimal(\\\"0\\\"),\\n            \\\"plans\\\": [],\\n        })\\n        bm = _monthly_plan_amount(plan)\\n        by = _annual_plan_amount(plan)\\n        item[\\\"budget_month\\\"] += bm\\n        item[\\\"budget_year\\\"] += by\\n        item[\\\"plans\\\"].append(plan[\\\"name\\\"])\\n    results: list[dict] = []\\n    for category_id, item in grouped.items():\\n        actual_year, months = actual.get(category_id, (Decimal(\\\"0\\\"), 0))\\n        denom = _months_denominator(year, months)\\n        actual_avg = actual_year / Decimal(denom)\\n        forecast_year = actual_avg * Decimal(\\\"12\\\") if actual_year else Decimal(\\\"0\\\")\\n        forecast_month = forecast_year / Decimal(\\\"12\\\") if forecast_year else Decimal(\\\"0\\\")\\n        deviation = forecast_year - item[\\\"budget_year\\\"]\\n        results.append({\\n            \\\"category_id\\\": category_id,\\n            \\\"category\\\": item[\\\"category\\\"],\\n            \\\"category_type\\\": item[\\\"category_type\\\"],\\n            \\\"budget_month\\\": _fmt(item[\\\"budget_month\\\"]),\\n            \\\"budget_year\\\": _fmt(item[\\\"budget_year\\\"]),\\n            \\\"actual_year_to_date\\\": _fmt(actual_year),\\n            \\\"actual_avg_month\\\": _fmt(actual_avg),\\n            \\\"forecast_year\\\": _fmt(forecast_year),\\n            \\\"forecast_avg_month\\\": _fmt(forecast_month),\\n            \\\"deviation_year\\\": _fmt(deviation),\\n            \\\"deviation_month\\\": _fmt(deviation / Decimal(\\\"12\\\")),\\n            \\\"status\\\": _status(item[\\\"category_type\\\"], item[\\\"budget_year\\\"], forecast_year, actual_year, months),\\n            \\\"months_with_bookings\\\": months,\\n            \\\"plan_names\\\": item[\\\"plans\\\"],\\n        })\\n    return results\\n\\n\\ndef get_income_status(conn: Connection, *, year: str = \\\"2026\\\") -> dict:\\n    rows = [r for r in get_budget_status_by_category(conn, year=year) if r[\\\"category_type\\\"] == \\\"income\\\"]\\n    def s(key: str) -> Decimal:\\n        return sum((Decimal(str(r[key])) for r in rows), Decimal(\\\"0\\\"))\\n    budget_year = s(\\\"budget_year\\\")\\n    forecast_year = s(\\\"forecast_year\\\")\\n    actual_year = s(\\\"actual_year_to_date\\\")\\n    return {\\n        \\\"year\\\": year,\\n        \\\"planned_income_month\\\": _fmt(s(\\\"budget_month\\\")),\\n        \\\"planned_income_year\\\": _fmt(budget_year),\\n        \\\"actual_income_year_to_date\\\": _fmt(actual_year),\\n        \\\"forecast_income_year\\\": _fmt(forecast_year),\\n        \\\"deviation_year\\\": _fmt(forecast_year - budget_year),\\n        \\\"status\\\": _status(\\\"income\\\", budget_year, forecast_year, actual_year, max((int(r[\\\"months_with_bookings\\\"]) for r in rows), default=0)),\\n        \\\"categories\\\": rows,\\n    }\\n\\n\\ndef get_budget_overview(conn: Connection, month: str | None = None) -> dict:\\n    month = month or _current_month(conn)\\n    year = month[:4]\\n    monthly = get_monthly_summary(conn, month)\\n    rows = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND substr(transaction_date,1,7)=?\\\", (month,)).fetchall()\\n    review_count = conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT COUNT(*) FROM budget_transactions t\\n        LEFT JOIN budget_transaction_tags tt ON tt.budget_transaction_id=t.budget_transaction_id\\n        LEFT JOIN budget_tags tag ON tag.tag_id=tt.tag_id\\n        WHERE t.status='confirmed' AND substr(t.transaction_date,1,7)=? AND (t.category_id IS NULL OR tag.name='Review' OR t.fx_status='missing')\\n        \\\"\\\"\\\",\\n        (month,),\\n    ).fetchone()[0]\\n    pending_seed_count = conn.execute(\\\"SELECT COUNT(*) FROM budget_seed_candidates WHERE status IN ('pending','needs_review','edited','accepted')\\\").fetchone()[0]\\n    pending_tx_candidates = conn.execute(\\\"SELECT COUNT(*) FROM budget_transaction_candidates WHERE status IN ('pending','needs_review')\\\").fetchone()[0]\\n    uncategorized = sum(1 for r in rows if r[\\\"category_id\\\"] is None and r[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"expense\\\", \\\"refund\\\", \\\"fee\\\"})\\n    status_rows = get_budget_status_by_category(conn, year=year)\\n    planned_income = sum((Decimal(r[\\\"budget_month\\\"]) for r in status_rows if r[\\\"category_type\\\"] == \\\"income\\\"), Decimal(\\\"0\\\"))\\n    planned_expense = sum((Decimal(r[\\\"budget_month\\\"]) for r in status_rows if r[\\\"category_type\\\"] == \\\"expense\\\"), Decimal(\\\"0\\\"))\\n    actual_income = Decimal(str(monthly[\\\"income_chf\\\"]))\\n    actual_expense = Decimal(str(monthly[\\\"expense_chf\\\"]))\\n    planned_net = planned_income - planned_expense\\n    actual_net = actual_income - actual_expense\\n    remaining_total = planned_expense - actual_expense\\n    open_without_actuals = sum(1 for item in status_rows if item[\\\"status\\\"] == \\\"Noch keine Daten\\\")\\n    uncategorized_rows = [row_to_dict(r) for r in rows if r[\\\"category_id\\\"] is None and r[\\\"transaction_type\\\"] in {\\\"income\\\", \\\"expense\\\", \\\"refund\\\", \\\"fee\\\"}]\\n    return {\\n        \\\"current_month\\\": month,\\n        **monthly,\\n        \\\"review_count\\\": int(review_count),\\n        \\\"uncategorized_count\\\": uncategorized,\\n        \\\"pending_seed_candidate_count\\\": int(pending_seed_count),\\n        \\\"pending_transaction_candidate_count\\\": int(pending_tx_candidates),\\n        \\\"planned_income_chf\\\": _fmt(planned_income),\\n        \\\"planned_expense_chf\\\": _fmt(planned_expense),\\n        \\\"planned_net_chf\\\": _fmt(planned_net),\\n        \\\"actual_income_chf\\\": _fmt(actual_income),\\n        \\\"actual_expense_chf\\\": _fmt(actual_expense),\\n        \\\"actual_net_chf\\\": _fmt(actual_net),\\n        \\\"open_categories_without_actuals\\\": open_without_actuals,\\n        \\\"planned_budget_chf\\\": _fmt(planned_expense),\\n        \\\"remaining_budget_chf\\\": _fmt(remaining_total),\\n        \\\"budget_status\\\": \\\"no_plans\\\" if not status_rows else (\\\"no_actuals\\\" if not rows else (\\\"over_budget\\\" if remaining_total < 0 else \\\"ok\\\")),\\n        \\\"actuals_label\\\": \\\"noch keine Buchungen\\\" if not rows else \\\"Buchungen vorhanden\\\",\\n        \\\"budget_categories\\\": status_rows,\\n        \\\"uncategorized_transactions\\\": uncategorized_rows,\\n        \\\"top_categories\\\": get_category_summary(conn, month)[:5],\\n        \\\"recent_transactions\\\": list_budget_transactions(conn)[:8],\\n    }\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_overview.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 11647, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_9wbLmIwH7EpzhPyFoVXvAPtW"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCYw_9eBFX1DoJNA3ocuHA36jm9i-IruqLQ5v3v9vfkEqKYSg5wkatoWqRH6Re-TGM2Jwg_2M8pu6DRGYVrr04jhHbwW-hW5nyEYB8gz5GClXxHtX6iIMe0dKL4UcoVdltbHa_Un1FezgFgJn0AJ6lfHz_AtReqp3o37kpJ2LgDwJndNPpG7aUGmuNKf05K-krArP-8Tbyb2GKiF48B6DIzdMmzwafFTlvrO-Zg-Vbm1Xo5pd8bat4_KJQ_DU6US02RyPa_i79YBj19iqLAZ87Ctoqt_t0xHT2iV7Q-GpOJimQxVaBXFc8pA9UwcWZq3QO9PHYT0tkrN6905lTMJXImyK8EbOTP78D29aGsQYN3IQFct65cxLry-aCYstGe1VwxuwI3h-oUT7hqksMayeu2UyZQOLhsaBWg16ISzuvzU114qM3Bqpv97zTprul1JTCMKBFQN0ov3jGxr2SbvU6-H1Wyd7ya7oUniowWfT5AAfC7YmW5jUyArxwbYdJCwadQNvKgFIA26TDHPYx0jMjTtjbjGTtLT7NOgJajpPev0nhInIuL_Yl0abEyhBOaY3APEl_0-lo4OaXhH1zL4PwPJU7HpPpvNX_TZ1sPx0i3imaptH5vXAK67jos_jqphQswwig5xfa_SloqnmMD0bF7gdJwiRejYrm-MjoHaiUgVryLVAW0QIVkMMSawTlrxe82Y4Giv0LMHMCqwIOPGDYJMelqTM5Ln_O5z0RisZgevflXFL5pzSDTtY8BRzkmYzqF7qdCUBanQ9rPlVzltpyGIIYtGXMTDd8ahehOTC2vLIMytw_sA6eh5Tk1fw6hLNGaHUW1fo5ZrPAVvwKcjfhd1BspDho7b15l8sJPrzjaoNnOX3kdlC1SL--zc4SgUk257Ur9Xt5ID1kTr9WMKyW7hTX0ayS6Bw70Lr24CTO6LtnjoNj-l4cu-27fcBr6m09qoZ",
          "id": "rs_064af6ee3d6528eb016a098c3ee7308191be271965fa04855f",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_DLD61yUfQUQkj8nlQfKaGehx",
          "call_id": "call_DLD61yUfQUQkj8nlQfKaGehx",
          "response_item_id": "fc_064af6ee3d6528eb016a098c3fa234819192b33f873070be2a",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from jarvis_finance.services.budget_categories import (\\n    archive_category,\\n    archive_tag,\\n    confirm_create_category,\\n    confirm_create_tag,\\n    create_category_preview,\\n    create_tag_preview,\\n    list_categories,\\n    list_tags,\\n    update_category,\\n)\\nfrom jarvis_finance.services.budget_imports import (\\n    confirm_transaction_candidate,\\n    ignore_transaction_candidate,\\n    list_transaction_candidates,\\n    preview_transaction_candidate,\\n    seed_transaction_candidates_from_csv_text,\\n    seed_transaction_candidates_from_rows,\\n)\\nfrom jarvis_finance.services.budget_overview import get_budget_overview, get_budget_status_by_category, get_category_summary, get_income_status, get_monthly_summary\",\"old_string\":\"from jarvis_finance.services.budget_categories import (\\n    archive_category,\\n    archive_tag,\\n    confirm_create_category,\\n    confirm_create_tag,\\n    create_category_preview,\\n    create_tag_preview,\\n    list_categories,\\n    list_tags,\\n)\\nfrom jarvis_finance.services.budget_overview import get_budget_overview, get_category_summary, get_monthly_summary\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -14,8 +14,17 @@\\n     create_tag_preview,\\n     list_categories,\\n     list_tags,\\n-)\\n-from jarvis_finance.services.budget_overview import get_budget_overview, get_category_summary, get_monthly_summary\\n+    update_category,\\n+)\\n+from jarvis_finance.services.budget_imports import (\\n+    confirm_transaction_candidate,\\n+    ignore_transaction_candidate,\\n+    list_transaction_candidates,\\n+    preview_transaction_candidate,\\n+    seed_transaction_candidates_from_csv_text,\\n+    seed_transaction_candidates_from_rows,\\n+)\\n+from jarvis_finance.services.budget_overview import get_budget_overview, get_budget_status_by_category, get_category_summary, get_income_status, get_monthly_summary\\n from jarvis_finance.services.budget_plans import confirm_budget_plan_item, create_budget_plan_item_preview, list_budget_plan_items\\n from jarvis_finance.services.budget_seed_review import (\\n     confirm_budget_plan_takeover,\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_DLD61yUfQUQkj8nlQfKaGehx"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_DGvofdjwaixyZA2iM0fVW9an",
          "call_id": "call_DGvofdjwaixyZA2iM0fVW9an",
          "response_item_id": "fc_064af6ee3d6528eb016a098c49e284819182bb30d324353f9b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    list_budget_transactions,\\n    reverse_budget_transaction_preview,\\n    update_budget_transaction,\\n)\",\"old_string\":\"    list_budget_transactions,\\n    reverse_budget_transaction_preview,\\n)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -48,6 +48,7 @@\\n     create_transfer_preview,\\n     list_budget_transactions,\\n     reverse_budget_transaction_preview,\\n+    update_budget_transaction,\\n )\\n \\n router = APIRouter(prefix=\\\"/budget\\\", tags=[\\\"budget\\\"])\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_DGvofdjwaixyZA2iM0fVW9an"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_DFTskVdNY2LNKEfSSNv5XQxG",
          "call_id": "call_DFTskVdNY2LNKEfSSNv5XQxG",
          "response_item_id": "fc_064af6ee3d6528eb016a098c5133008191b5fb41a2039a7202",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.get(\\\"/overview\\\")\\ndef overview(month: str | None = None, conn: Connection = Depends(get_db)):\\n    return get_budget_overview(conn, month)\\n\\n\\n@router.get(\\\"/status/categories\\\")\\ndef category_budget_status(year: str = \\\"2026\\\", conn: Connection = Depends(get_db)):\\n    return get_budget_status_by_category(conn, year=year)\\n\\n\\n@router.get(\\\"/income/status\\\")\\ndef income_budget_status(year: str = \\\"2026\\\", conn: Connection = Depends(get_db)):\\n    return get_income_status(conn, year=year)\\n\",\"old_string\":\"@router.get(\\\"/overview\\\")\\ndef overview(conn: Connection = Depends(get_db)):\\n    return get_budget_overview(conn)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -55,8 +55,18 @@\\n \\n \\n @router.get(\\\"/overview\\\")\\n-def overview(conn: Connection = Depends(get_db)):\\n-    return get_budget_overview(conn)\\n+def overview(month: str | None = None, conn: Connection = Depends(get_db)):\\n+    return get_budget_overview(conn, month)\\n+\\n+\\n+@router.get(\\\"/status/categories\\\")\\n+def category_budget_status(year: str = \\\"2026\\\", conn: Connection = Depends(get_db)):\\n+    return get_budget_status_by_category(conn, year=year)\\n+\\n+\\n+@router.get(\\\"/income/status\\\")\\n+def income_budget_status(year: str = \\\"2026\\\", conn: Connection = Depends(get_db)):\\n+    return get_income_status(conn, year=year)\\n \\n \\n @router.get(\\\"/monthly-summary\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_DFTskVdNY2LNKEfSSNv5XQxG"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_ru4UzDHwcksciCaHuvtyNzsk",
          "call_id": "call_ru4UzDHwcksciCaHuvtyNzsk",
          "response_item_id": "fc_064af6ee3d6528eb016a098c5bc2bc8191a1643da9ca3051f3",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.get(\\\"/categories\\\")\\ndef categories(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n    return list_categories(conn, include_archived=include_archived)\\n\",\"old_string\":\"@router.get(\\\"/categories\\\")\\ndef categories(include_archived: bool = True, conn: Connection = Depends(get_db)):\\n    return list_categories(conn, include_archived=include_archived)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -100,7 +100,7 @@\\n \\n \\n @router.get(\\\"/categories\\\")\\n-def categories(include_archived: bool = True, conn: Connection = Depends(get_db)):\\n+def categories(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n     return list_categories(conn, include_archived=include_archived)\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_ru4UzDHwcksciCaHuvtyNzsk"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_siUGH4bEKCk6mbdpUxE9hMEX",
          "call_id": "call_siUGH4bEKCk6mbdpUxE9hMEX",
          "response_item_id": "fc_064af6ee3d6528eb016a098c6ccb4c81919c8c0007aea98ecd",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/categories/{category_id}/update\\\")\\ndef categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return update_category(conn, category_id, payload)\\n\\n\\n@router.post(\\\"/categories/{category_id}/archive\\\")\\ndef categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n    return archive_category(conn, category_id)\\n\",\"old_string\":\"@router.post(\\\"/categories/{category_id}/archive\\\")\\ndef categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n    return archive_category(conn, category_id)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -209,6 +209,11 @@\\n     return confirm_create_category(conn, payload)\\n \\n \\n+@router.post(\\\"/categories/{category_id}/update\\\")\\n+def categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n+    return update_category(conn, category_id, payload)\\n+\\n+\\n @router.post(\\\"/categories/{category_id}/archive\\\")\\n def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n     return archive_category(conn, category_id)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_siUGH4bEKCk6mbdpUxE9hMEX"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_PveuUiozA6CkmEatQX6kb0dR",
          "call_id": "call_PveuUiozA6CkmEatQX6kb0dR",
          "response_item_id": "fc_064af6ee3d6528eb016a098c7654d08191a99eaedf3a9894b0",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.get(\\\"/transactions\\\")\\ndef transactions(month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, merchant: str | None = None, tag: str | None = None, status: str | None = None, conn: Connection = Depends(get_db)):\\n    return list_budget_transactions(conn, month=month, account_id=account_id, category_id=category_id, transaction_type=transaction_type, merchant=merchant, tag=tag, status=status)\\n\",\"old_string\":\"@router.get(\\\"/transactions\\\")\\ndef transactions(month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, conn: Connection = Depends(get_db)):\\n    return list_budget_transactions(conn, month=month, account_id=account_id, category_id=category_id, transaction_type=transaction_type)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -220,8 +220,8 @@\\n \\n \\n @router.get(\\\"/transactions\\\")\\n-def transactions(month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, conn: Connection = Depends(get_db)):\\n-    return list_budget_transactions(conn, month=month, account_id=account_id, category_id=category_id, transaction_type=transaction_type)\\n+def transactions(month: str | None = None, account_id: str | None = None, category_id: str | None = None, transaction_type: str | None = None, merchant: str | None = None, tag: str | None = None, status: str | None = None, conn: Connection = Depends(get_db)):\\n+    return list_budget_transactions(conn, month=month, account_id=account_id, category_id=category_id, transaction_type=transaction_type, merchant=merchant, tag=tag, status=status)\\n \\n \\n @router.post(\\\"/transactions/preview\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_PveuUiozA6CkmEatQX6kb0dR"
    }
  ]
}