{
  "session_id": "20260517_160550_df5d8e",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-17T15:05:40.239299",
  "last_updated": "2026-05-17T16:27:32.528992",
  "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% — 2,191/2,200 chars]\n══════════════════════════════════════════════\n*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\n§\n---\n§\nÜber mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\n§\nÜber mich: **Sprache:** Deutsch mit englischen Fachbegriffen\n§\nTTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\n§\nModelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\n§\nModellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\n§\nOpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\n§\nHealth backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\n§\nAPI-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\n§\nGoogle Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\n§\nGoogle Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\n§\nGoogle Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\n§\nGoogle Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\n§\nGoogle Workspace (gog): **Client:** default\n§\nGoogle Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\n§\nKalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\n§\nKalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\n§\nKalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\n§\nJARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\n§\nTelegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\n§\nFinanceManager GitHub token CSV: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv`; use `github_pat_`/`ghp_` cell; never quote token.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [96% — 1,329/1,375 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: safety gates; no mass imports; aggregate-only/no raw IDs; polished User Mode; Tailscale-ready dashboard links verified. Has OpenFIGI key; never store/show it. Expects post-session memory/skill capture.\n\nConversation started: Sunday, May 17, 2026 04:05 PM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "browser_back",
        "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_click",
        "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e5', '@e12')"
            }
          },
          "required": [
            "ref"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_console",
        "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.",
        "parameters": {
          "type": "object",
          "properties": {
            "clear": {
              "type": "boolean",
              "default": false,
              "description": "If true, clear the message buffers after reading"
            },
            "expression": {
              "type": "string",
              "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_get_images",
        "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_navigate",
        "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.",
        "parameters": {
          "type": "object",
          "properties": {
            "url": {
              "type": "string",
              "description": "The URL to navigate to (e.g., 'https://example.com')"
            }
          },
          "required": [
            "url"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_press",
        "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "key": {
              "type": "string",
              "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')"
            }
          },
          "required": [
            "key"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_scroll",
        "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "direction": {
              "type": "string",
              "enum": [
                "up",
                "down"
              ],
              "description": "Direction to scroll"
            }
          },
          "required": [
            "direction"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_snapshot",
        "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.",
        "parameters": {
          "type": "object",
          "properties": {
            "full": {
              "type": "boolean",
              "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_type",
        "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e3')"
            },
            "text": {
              "type": "string",
              "description": "The text to type into the field"
            }
          },
          "required": [
            "ref",
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_vision",
        "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA:<screenshot_path> in your response. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "What you want to know about the page visually. Be specific about what you're looking for."
            },
            "annotate": {
              "type": "boolean",
              "default": false,
              "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "clarify",
        "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "The question to present to the user."
            },
            "choices": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 4,
              "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "cronjob",
        "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nTo stop a job the user no longer wants: first action='list' to find the job_id, then action='remove' with that job_id. Never guess job IDs — always list first.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "description": "One of: create, list, update, pause, resume, remove, run"
            },
            "job_id": {
              "type": "string",
              "description": "Required for update/pause/resume/remove/run"
            },
            "prompt": {
              "type": "string",
              "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills."
            },
            "schedule": {
              "type": "string",
              "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp"
            },
            "name": {
              "type": "string",
              "description": "Optional human-friendly name"
            },
            "repeat": {
              "type": "integer",
              "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)."
            },
            "deliver": {
              "type": "string",
              "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), 'all' (fan out to every connected home channel), or platform:chat_id:thread_id for a specific destination. Combine with comma: 'origin,all' delivers to the origin plus every other connected channel. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567', 'all'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting. 'all' resolves at fire time, so a job created before a channel was wired up will pick it up automatically once connected."
            },
            "skills": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills."
            },
            "model": {
              "type": "object",
              "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.",
              "properties": {
                "provider": {
                  "type": "string",
                  "description": "Provider name (e.g. 'openrouter', 'anthropic', or 'custom:<name>' for a provider defined in custom_providers config — always include the ':<name>' suffix, never pass the bare 'custom'). Omit to use and pin the current provider."
                },
                "model": {
                  "type": "string",
                  "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')"
                }
              },
              "required": [
                "model"
              ]
            },
            "script": {
              "type": "string",
              "description": "Optional path to a script that runs each tick. In the default mode its stdout is injected into the agent's prompt as context (data-collection / change-detection pattern). With no_agent=True, the script IS the job and its stdout is delivered verbatim (classic watchdog pattern). Relative paths resolve under ~/.hermes/scripts/. ``.sh``/``.bash`` extensions run via bash, everything else via Python. On update, pass empty string to clear."
            },
            "no_agent": {
              "type": "boolean",
              "default": false,
              "description": "Default: False (LLM-driven job — the agent runs the prompt each tick). Set True to skip the LLM entirely: the scheduler just runs ``script`` on schedule and delivers its stdout verbatim. No tokens, no agent loop, no model override honoured. \n\nREQUIREMENTS when True: ``script`` MUST be set (``prompt`` and ``skills`` are ignored). \n\nDELIVERY SEMANTICS when True: (a) non-empty stdout is sent verbatim as the message; (b) EMPTY stdout means SILENT — nothing is sent to the user and they won't see anything happened, so design your script to stay quiet when there's nothing to report (the watchdog pattern); (c) non-zero exit / timeout sends an error alert so a broken watchdog can't fail silently. \n\nWHEN TO USE True: recurring script-only pings where the script itself produces the exact message text (memory/disk/GPU watchdogs, threshold alerts, heartbeats, CI notifications, API pollers with a fixed output shape). WHEN TO USE False (default): anything that needs reasoning — summarize a feed, draft a daily briefing, pick interesting items, rephrase data for a human, follow conditional logic based on content."
            },
            "context_from": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional job ID or list of job IDs whose most recent completed output is injected into the prompt as context before each run. Use this to chain cron jobs: job A collects data, job B processes it. Each entry must be a valid job ID (from cronjob action='list'). Note: injects the most recent completed output — does not wait for upstream jobs running in the same tick. On update, pass an empty array to clear."
            },
            "enabled_toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional list of toolset names to restrict the job's agent to (e.g. [\"web\", \"terminal\", \"file\", \"delegation\"]). When set, only tools from these toolsets are loaded, significantly reducing input token overhead. When omitted, all default tools are loaded. Infer from the job's prompt — e.g. use \"web\" if it calls web_search, \"terminal\" if it runs scripts, \"file\" if it reads files, \"delegation\" if it calls delegate_task. On update, pass an empty array to clear."
            },
            "workdir": {
              "type": "string",
              "description": "Optional absolute path to run the job from. When set, AGENTS.md / CLAUDE.md / .cursorrules from that directory are injected into the system prompt, and the terminal/file/code_exec tools use it as their working directory — useful for running a job inside a specific project repo. Must be an absolute path that exists. When unset (default), preserves the original behaviour: no project context files, tools use the scheduler's cwd. On update, pass an empty string to clear. Jobs with workdir run sequentially (not parallel) to keep per-job directories isolated."
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "delegate_task",
        "description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to 3 items concurrently for this user (configured via delegation.max_concurrent_children in config.yaml). All run in parallel and results are returned together. Nested delegation is OFF for this user (max_spawn_depth=1): every child is a leaf and cannot delegate further. Raise delegation.max_spawn_depth in config.yaml to enable nesting.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n- Durable long-running work that must outlive the current turn -> use cronjob (action='create') or terminal(background=True, notify_on_complete=True) instead. delegate_task runs SYNCHRONOUSLY inside the parent turn: if the parent is interrupted (user sends a new message, /stop, /new) the child is cancelled with status='interrupted' and its work is discarded. Children cannot continue in the background.\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- If the user is writing in a non-English language, or asked for output in a specific language / tone / style, say so in 'context' (e.g. \"respond in Chinese\", \"return output in Japanese\"). Otherwise subagents default to English and their summaries will contaminate your final reply with the wrong language.\n- Subagent summaries are SELF-REPORTS, not verified facts. A subagent that claims \"uploaded successfully\" or \"file written\" may be wrong. For operations with external side-effects (HTTP POST/PUT, remote writes, file creation at shared paths, publishing), require the subagent to return a verifiable handle (URL, ID, absolute path, HTTP status) and verify it yourself — fetch the URL, stat the file, read back the content — before telling the user the operation succeeded.\n- Leaf subagents (role='leaf', the default) CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Orchestrator subagents (role='orchestrator') retain delegate_task so they can spawn their own workers, but still cannot use clarify, memory, send_message, or execute_code. Orchestrators are bounded by max_spawn_depth=1 for this user and can be disabled globally via delegation.orchestrator_enabled=false.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.",
        "parameters": {
          "type": "object",
          "properties": {
            "goal": {
              "type": "string",
              "description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."
            },
            "context": {
              "type": "string",
              "description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."
            },
            "toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."
            },
            "tasks": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "goal": {
                    "type": "string",
                    "description": "Task goal"
                  },
                  "context": {
                    "type": "string",
                    "description": "Task-specific context"
                  },
                  "toolsets": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Toolsets for this specific task. Available: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."
                  },
                  "acp_command": {
                    "type": "string",
                    "description": "Per-task ACP command override (e.g. 'copilot'). Overrides the top-level acp_command for this task only. Do NOT set unless the user explicitly told you an ACP CLI is installed."
                  },
                  "acp_args": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Per-task ACP args override. Leave empty unless acp_command is set."
                  },
                  "role": {
                    "type": "string",
                    "enum": [
                      "leaf",
                      "orchestrator"
                    ],
                    "description": "Per-task role override. See top-level 'role' for semantics."
                  }
                },
                "required": [
                  "goal"
                ]
              },
              "description": "Batch mode: tasks to run in parallel (up to 3 for this user, set via delegation.max_concurrent_children). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."
            },
            "role": {
              "type": "string",
              "enum": [
                "leaf",
                "orchestrator"
              ],
              "description": "Role of the child agent. 'leaf' (default) = focused worker, cannot delegate further. 'orchestrator' = can use delegate_task to spawn its own workers. Nesting is OFF for this user (max_spawn_depth=1); 'orchestrator' is silently forced to 'leaf'. Raise delegation.max_spawn_depth in config.yaml to enable."
            },
            "acp_command": {
              "type": "string",
              "description": "Override ACP command for child agents (e.g. 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Requires an ACP-compatible CLI (currently GitHub Copilot CLI via 'copilot --acp --stdio'). See agent/copilot_acp_client.py for the implementation. IMPORTANT: Do NOT set this unless the user has explicitly told you a specific ACP-compatible CLI is installed and configured. Leave empty to use the parent's default transport (Hermes subagents)."
            },
            "acp_args": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Leave empty unless acp_command is explicitly provided."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "execute_code",
        "description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n  read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n    Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n  write_file(path: str, content: str) -> dict\n    Always overwrites the entire file.\n  search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n    target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n  patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n    Replaces old_string with new_string in the file.\n  terminal(command: str, timeout=None, workdir=None) -> dict\n    Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nScripts run in the session's working directory with the active venv's python, so project deps (pandas, etc.) and relative paths work like in terminal().\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n  json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n  shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n  retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures",
        "parameters": {
          "type": "object",
          "properties": {
            "code": {
              "type": "string",
              "description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."
            }
          },
          "required": [
            "code"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "feishu_doc_read",
        "description": "Read the full content of a Feishu/Lark document as plain text. Useful when you need more context beyond the quoted text in a comment.",
        "parameters": {
          "type": "object",
          "properties": {
            "doc_token": {
              "type": "string",
              "description": "The document token (from the document URL or comment context)."
            }
          },
          "required": [
            "doc_token"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "feishu_drive_add_comment",
        "description": "Add a new whole-document comment on a Feishu document. Use this for whole-document comments or as a fallback when reply_comment fails with code 1069302.",
        "parameters": {
          "type": "object",
          "properties": {
            "file_token": {
              "type": "string",
              "description": "The document file token."
            },
            "content": {
              "type": "string",
              "description": "The comment text content (plain text only, no markdown)."
            },
            "file_type": {
              "type": "string",
              "description": "File type (default: docx).",
              "default": "docx"
            }
          },
          "required": [
            "file_token",
            "content"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "feishu_drive_list_comment_replies",
        "description": "List all replies in a comment thread on a Feishu document.",
        "parameters": {
          "type": "object",
          "properties": {
            "file_token": {
              "type": "string",
              "description": "The document file token."
            },
            "comment_id": {
              "type": "string",
              "description": "The comment ID to list replies for."
            },
            "file_type": {
              "type": "string",
              "description": "File type (default: docx).",
              "default": "docx"
            },
            "page_size": {
              "type": "integer",
              "description": "Number of replies per page (max 100).",
              "default": 100
            },
            "page_token": {
              "type": "string",
              "description": "Pagination token for next page."
            }
          },
          "required": [
            "file_token",
            "comment_id"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "feishu_drive_list_comments",
        "description": "List comments on a Feishu document. Use is_whole=true to list whole-document comments only.",
        "parameters": {
          "type": "object",
          "properties": {
            "file_token": {
              "type": "string",
              "description": "The document file token."
            },
            "file_type": {
              "type": "string",
              "description": "File type (default: docx).",
              "default": "docx"
            },
            "is_whole": {
              "type": "boolean",
              "description": "If true, only return whole-document comments.",
              "default": false
            },
            "page_size": {
              "type": "integer",
              "description": "Number of comments per page (max 100).",
              "default": 100
            },
            "page_token": {
              "type": "string",
              "description": "Pagination token for next page."
            }
          },
          "required": [
            "file_token"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "feishu_drive_reply_comment",
        "description": "Reply to a local comment thread on a Feishu document. Use this for local (quoted-text) comments. For whole-document comments, use feishu_drive_add_comment instead.",
        "parameters": {
          "type": "object",
          "properties": {
            "file_token": {
              "type": "string",
              "description": "The document file token."
            },
            "comment_id": {
              "type": "string",
              "description": "The comment ID to reply to."
            },
            "content": {
              "type": "string",
              "description": "The reply text content (plain text only, no markdown)."
            },
            "file_type": {
              "type": "string",
              "description": "File type (default: docx).",
              "default": "docx"
            }
          },
          "required": [
            "file_token",
            "comment_id",
            "content"
          ]
        }
      }
    },
    {
      "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": "mixture_of_agents",
        "description": "Route a hard problem through multiple frontier LLMs collaboratively. Makes 5 API calls (4 reference models + 1 aggregator) with maximum reasoning effort — use sparingly for genuinely difficult problems. Best for: complex math, advanced algorithms, multi-step analytical reasoning, problems benefiting from diverse perspectives.",
        "parameters": {
          "type": "object",
          "properties": {
            "user_prompt": {
              "type": "string",
              "description": "The complex query or problem to solve using multiple AI models. Should be a challenging problem that benefits from diverse perspectives and collaborative reasoning."
            }
          },
          "required": [
            "user_prompt"
          ]
        }
      }
    },
    {
      "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"
                    ],
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      "reasoning": "**Considering insertion before indexes**\n\nI need to think about how to perform an insertion before specific indexes in a structure. This requires a bit of planning to determine where and how I’m going to insert the new elements. I wonder if it will affect the existing data and how I might manage that. I should come up with a method to achieve this cleanly so everything remains organized, ensuring I don't run into index errors while doing this!",
      "reasoning_content": "**Considering insertion before indexes**\n\nI need to think about how to perform an insertion before specific indexes in a structure. This requires a bit of planning to determine where and how I’m going to insert the new elements. I wonder if it will affect the existing data and how I might manage that. I should come up with a method to achieve this cleanly so everything remains organized, ensuring I don't run into index errors while doing this!",
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      "content": "[terminal] ran `unset JARVIS_FINANCE_DB_PATH\npytest tests/unit/test_budget_phase18_core_flow....` -> exit 1, 3 lines output",
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    {
      "role": "user",
      "content": "[Your active task list was preserved across context compression]\n- [>] p18-0. Arbeitsbasis, Schema und Runtime-Zustand prüfen; Backup-Pfad vorbereiten (in_progress)\n- [ ] p18-1. Tests für Phase 1.8 Navigation/Confirm/Effective Expenses/UAT Cleanup/Kategorie/Budgetstatus ergänzen und RED prüfen (pending)\n- [ ] p18-2. Menü und Routen auf zentrale Seite „Buchungen prüfen“ umbauen; Doppelung entfernen (pending)\n- [ ] p18-3. Confirm-Flow hart validieren, confirmed_transaction_id Migration/Schema ergänzen, Audit sicherstellen (pending)\n- [ ] p18-4. Effektive Ausgaben auf confirmed expense budget_transactions begrenzen (pending)\n- [ ] p18-5. UAT12 Runtime-Cleanup mit Backup, Dry Run, Audit/Cleanup-Event und Nachkontrolle durchführen (pending)\n- [ ] p18-6. Runtime-UAT Kandidat Confirm/Kategorie ändern/Ignore-Reopen/Budgetstatus ohne Beträge im Bericht durchführen (pending)\n- [ ] p18-7. Full verification: compile, pytest, npm test/build, scans, Git-Safety, diff-check (pending)\n- [ ] p18-8. Commit, push, Remote-Hash verifizieren, Abschlussbericht (pending)"
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    {
      "role": "assistant",
      "content": "Ich setze direkt fort. Der aktuelle RED-Fehler ist kein Fachlogikfehler, sondern ein SQLite-Migrationsdetail: Beim Tabellen-Rebuild wurden Foreign-Key-Referenzen auf die temporäre `__phase18`-Tabelle umgeschrieben. Ich korrigiere die Migration jetzt stabil, dann weiter durch die Phase-1.8-Gates.",
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            "arguments": "{\"command\": \"python - <<'PY'\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nconn=connect_memory(); apply_migrations(conn)\\nfor name in ['bu...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "reasoning": "**Investigating database issues**\n\nI need to keep going here. It seems like tools are already loaded, but I’m unsure about the context. I should inspect schema triggers since I’m getting an error about a missing table. It suggests that foreign key references in the budget transactions might have been renamed. I think I may need to rebuild the budget transactions or disable the legacy alter order to simplify things. Let’s check sqlite_master after the migrations for clarity.",
      "reasoning_content": "**Investigating database issues**\n\nI need to keep going here. It seems like tools are already loaded, but I’m unsure about the context. I should inspect schema triggers since I’m getting an error about a missing table. It suggests that foreign key references in the budget transactions might have been renamed. I think I may need to rebuild the budget transactions or disable the legacy alter order to simplify things. Let’s check sqlite_master after the migrations for clarity.",
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          "id": "rs_064af6ee3d6528eb016a09c279cedc8191981017e3feb8c895",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering tests and patches**\n\nI need to check if there are any existing failing tests. It seems like I should also prepare a patch for this, specifically for BudgetPhase1.test, and ensure it matches the expected import review. I think running the npm test is a good idea to see what the current status is. This will help me make sure everything is functioning properly and pinpoint any issues that need attention."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `npm test -- --run` -> exit 0, 1 lines output",
      "tool_call_id": "call_J9VzxNbpID8OG2aQDAsSw2cb"
    },
    {
      "role": "assistant",
      "content": "Frontend-Testlauf ist grün. Jetzt Runtime-Teil mit Backup vor Cleanup, Dry Run ohne Beträge, dann UAT12-Archivierung und echte Nachkontrolle.",
      "tool_calls": [
        {
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          "call_id": "call_4sj2khhl1DpHG8voORw4pl5e",
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            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests für Phase 1.8 Navigation/Confirm/Effective Expenses/UAT Cleanup/Kategorie/Budgetstatus ergänzen und RED prüfen\",\"id\":\"p18-1\",\"status\":\"completed\"},{\"content\":\"Menü und Routen auf zentrale Seite „Buchungen prüfen“ umbauen; Doppelung entfernen\",\"id\":\"p18-2\",\"status\":\"completed\"},{\"content\":\"UAT12 Runtime-Cleanup mit Backup, Dry Run, Audit/Cleanup-Event und Nachkontrolle durchführen\",\"id\":\"p18-5\",\"status\":\"in_progress\"}]}"
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      "reasoning": "**Planning database cleanup**\n\nI need to handle runtime backup cleanup and possibly update my to-do list. I should back up the runtime database first and apply migrations. Before that, I might want to ensure the dashboard is running to avoid DB locking issues. I can use Python to create a synthetic candidate for testing while keeping real data safe. It's important that I avoid altering any live data and make sure no real amounts appear in my reports.\n**Selecting candidates carefully**\n\nI need to be cautious about using existing candidates since that could modify real data, which the user wants to avoid. They asked for something effective, so it's essential to choose wisely. Maybe I should select a candidate with a source_file_label containing \"UAT\"? That might help ensure I'm working with the right data. I also need to check query counts to confirm that everything is correct. It's all about minimizing any risks here!",
      "reasoning_content": "**Planning database cleanup**\n\nI need to handle runtime backup cleanup and possibly update my to-do list. I should back up the runtime database first and apply migrations. Before that, I might want to ensure the dashboard is running to avoid DB locking issues. I can use Python to create a synthetic candidate for testing while keeping real data safe. It's important that I avoid altering any live data and make sure no real amounts appear in my reports.\n**Selecting candidates carefully**\n\nI need to be cautious about using existing candidates since that could modify real data, which the user wants to avoid. They asked for something effective, so it's essential to choose wisely. Maybe I should select a candidate with a source_file_label containing \"UAT\"? That might help ensure I'm working with the right data. I also need to check query counts to confirm that everything is correct. It's all about minimizing any risks here!",
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          "id": "rs_064af6ee3d6528eb016a09c282b5ac819189f414f91edcb960",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning database cleanup**\n\nI need to handle runtime backup cleanup and possibly update my to-do list. I should back up the runtime database first and apply migrations. Before that, I might want to ensure the dashboard is running to avoid DB locking issues. I can use Python to create a synthetic candidate for testing while keeping real data safe. It's important that I avoid altering any live data and make sure no real amounts appear in my reports."
            },
            {
              "type": "summary_text",
              "text": "**Selecting candidates carefully**\n\nI need to be cautious about using existing candidates since that could modify real data, which the user wants to avoid. They asked for something effective, so it's essential to choose wisely. Maybe I should select a candidate with a source_file_label containing \"UAT\"? That might help ensure I'm working with the right data. I also need to check query counts to confirm that everything is correct. It's all about minimizing any risks here!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Frontend-Testlauf ist grün. Jetzt Runtime-Teil mit Backup vor Cleanup, Dry Run ohne Beträge, dann UAT12-Archivierung und echte Nachkontrolle."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c28a729c8191961d318be27b189f",
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    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_4sj2khhl1DpHG8voORw4pl5e"
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    {
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      "content": "",
      "tool_calls": [
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            "arguments": "{\"command\": \"set -euo pipefail\\npython - <<'PY'\\nimport sqlite3, shutil\\nfrom pathlib import Path\\nfrom datetime import datetime, timezone\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_fin...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\npython - <<'PY'\nimport sqlite3, shutil\nfrom pathlib import ...` -> exit 0, 1 lines output",
      "tool_call_id": "call_ivByCkWbyHTwp4dydtHl8Ffo"
    },
    {
      "role": "assistant",
      "content": "UAT12 wurde archiviert; die Dry-Run-Zählung zählt absichtlich auch archivierte Treffer. Für User-Seiten muss zusätzlich gelten: keine aktiven/confirmierten sichtbaren UAT12-Objekte. Ich ziehe deshalb die API-Defaults auf „keine archivierten Setup-Objekte im User View“ und prüfe die sichtbaren Counts separat.",
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          "summary": []
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          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "UAT12 wurde archiviert; die Dry-Run-Zählung zählt absichtlich auch archivierte Treffer. Für User-Seiten muss zusätzlich gelten: keine aktiven/confirmierten sichtbaren UAT12-Objekte. Ich ziehe deshalb die API-Defaults auf „keine archivierten Setup-Objekte im User View“ und prüfe die sichtbaren Counts separat."
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          "phase": "commentary"
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    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py (856 chars result)",
      "tool_call_id": "call_10rvx0VhJEiskvwIceRvcqwh"
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      ],
      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py (633 chars result)",
      "tool_call_id": "call_d0debzretYbNxH1tQwCzseMl"
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            "arguments": "{\"command\": \"python - <<'PY'\\nimport sqlite3\\nfrom pathlib import Path\\nfrom jarvis_finance.services.budget_transactions import list_budget_transactions\\nfrom jarvis_finance.services.budget_accounts import list_budget...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"output\": \"{'visible_transactions': 0, 'visible_accounts': 0, 'visible_categories': 0, 'visible_tags': 0}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_YKgW8b8FpV28oMt1PHRe4e32"
    },
    {
      "role": "assistant",
      "content": "Sichtbare UAT12-Counts sind jetzt null. Für Runtime-UAT nutze ich kontrollierte Phase-1.8-Testobjekte, verifiziere den echten Flow in der Runtime und archiviere diese Testobjekte anschließend wieder, damit „Effektive Ausgaben“ nicht dauerhaft Testdaten zeigt.",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"UAT12 Runtime-Cleanup mit Backup, Dry Run, Audit/Cleanup-Event und Nachkontrolle durchführen\",\"id\":\"p18-5\",\"status\":\"completed\"},{\"content\":\"Runtime-UAT Kandidat Confirm/Kategorie ändern/Ignore-Reopen/Budgetstatus ohne Beträge im Bericht durchführen\",\"id\":\"p18-6\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Ensuring clear outputs**\n\nI need to make sure that no specific amounts show up in my output. It's important to focus on using labels instead of numbers or amounts to keep things clear. By avoiding exact quantities, I can provide information that remains general and useful without causing confusion for the user. I’ll pay attention to this detail as I prepare my responses moving forward. Clarity is key!",
      "reasoning_content": "**Ensuring clear outputs**\n\nI need to make sure that no specific amounts show up in my output. It's important to focus on using labels instead of numbers or amounts to keep things clear. By avoiding exact quantities, I can provide information that remains general and useful without causing confusion for the user. I’ll pay attention to this detail as I prepare my responses moving forward. Clarity is key!",
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          "id": "rs_064af6ee3d6528eb016a09c2b6d7f08191a2b954670c27159f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Ensuring clear outputs**\n\nI need to make sure that no specific amounts show up in my output. It's important to focus on using labels instead of numbers or amounts to keep things clear. By avoiding exact quantities, I can provide information that remains general and useful without causing confusion for the user. I’ll pay attention to this detail as I prepare my responses moving forward. Clarity is key!"
            }
          ]
        }
      ],
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        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Sichtbare UAT12-Counts sind jetzt null. Für Runtime-UAT nutze ich kontrollierte Phase-1.8-Testobjekte, verifiziere den echten Flow in der Runtime und archiviere diese Testobjekte anschließend wieder, damit „Effektive Ausgaben“ nicht dauerhaft Testdaten zeigt."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c2bd34208191a9d76df5d5d56631",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_er76mJDPjANdngBz6RGSvDar"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_EiIQ474ZVY20XuBuYCajs3wE",
          "call_id": "call_EiIQ474ZVY20XuBuYCajs3wE",
          "response_item_id": "fc_064af6ee3d6528eb016a09c2c124e881918def6226b9d7189c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\npython - <<'PY'\\nimport sqlite3\\nfrom pathlib import Path\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.services.budget_accounts import confirm_create_bud...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\npython - <<'PY'\nimport sqlite3\nfrom pathlib import Path\nfro...` -> exit 0, 1 lines output",
      "tool_call_id": "call_EiIQ474ZVY20XuBuYCajs3wE"
    },
    {
      "role": "assistant",
      "content": "Runtime-UAT Kernfluss war funktional grün, nur meine Audit-Prüfabfrage war zu eng formuliert. Ich prüfe die Audit-Events jetzt anhand Action/Entity ohne Beträge.",
      "tool_calls": [
        {
          "id": "call_WNNf0NoqqE80xBkkY5L1DBMD",
          "call_id": "call_WNNf0NoqqE80xBkkY5L1DBMD",
          "response_item_id": "fc_064af6ee3d6528eb016a09c2deab008191b964b447a0e08d5f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"python - <<'PY'\\nimport sqlite3\\nfrom pathlib import Path\\np=Path.home()/'jarvis_runtime/finance-system/data/finance.sqlite3'\\nconn=sqlite3.connect(p); conn.row_factory=sqlite3.Row\\nlabel='UAT18-CORE-FLOW'...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Investigating query issues**\n\nI'm looking into a situation where there's a possible issue with the JSON extract related to an audit. It seems like there might be an action that exists, but I'm not completely sure. The most important step right now is to inspect more closely, especially since no amounts are coming through as expected. I need to figure out what's going wrong and resolve it. Let's see what I find!",
      "reasoning_content": "**Investigating query issues**\n\nI'm looking into a situation where there's a possible issue with the JSON extract related to an audit. It seems like there might be an action that exists, but I'm not completely sure. The most important step right now is to inspect more closely, especially since no amounts are coming through as expected. I need to figure out what's going wrong and resolve it. Let's see what I find!",
      "codex_reasoning_items": [
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          "id": "rs_064af6ee3d6528eb016a09c2dbf3b481918455070d10f1b0e6",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Investigating query issues**\n\nI'm looking into a situation where there's a possible issue with the JSON extract related to an audit. It seems like there might be an action that exists, but I'm not completely sure. The most important step right now is to inspect more closely, especially since no amounts are coming through as expected. I need to figure out what's going wrong and resolve it. Let's see what I find!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Runtime-UAT Kernfluss war funktional grün, nur meine Audit-Prüfabfrage war zu eng formuliert. Ich prüfe die Audit-Events jetzt anhand Action/Entity ohne Beträge."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c2de71ec8191bd6d678e749ebeb5",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `python - <<'PY'\nimport sqlite3\nfrom pathlib import Path\np=Path.home()/'jarvis...` -> exit 0, 1 lines output",
      "tool_call_id": "call_WNNf0NoqqE80xBkkY5L1DBMD"
    },
    {
      "role": "assistant",
      "content": "Runtime-UAT Audit ist vorhanden; die kontrollierten UAT18-Artefakte sind nach der Verifikation wieder archiviert und nicht als bestätigte Ausgabe sichtbar. Jetzt Full Verification.",
      "tool_calls": [
        {
          "id": "call_w5IZ2tD4XgQ3NFSPDPv7E9O5",
          "call_id": "call_w5IZ2tD4XgQ3NFSPDPv7E9O5",
          "response_item_id": "fc_064af6ee3d6528eb016a09c2e8951c819190ce299f192d29e0",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Runtime-UAT Kandidat Confirm/Kategorie ändern/Ignore-Reopen/Budgetstatus ohne Beträge im Bericht durchführen\",\"id\":\"p18-6\",\"status\":\"completed\"},{\"content\":\"Full verification: compile, pytest, npm test/build, scans, Git-Safety, diff-check\",\"id\":\"p18-7\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Verifying migration process**\n\nI need to ensure everything is fully verified. It seems like the backend's pytest could potentially fail during the migration, which isn’t ideal. So, I should run the compile pytest first to check for any issues. Additionally, I also need to remember to update the frontend tests to make sure they’re in sync. Keeping both backend and frontend tests up-to-date is crucial for smooth deployment!",
      "reasoning_content": "**Verifying migration process**\n\nI need to ensure everything is fully verified. It seems like the backend's pytest could potentially fail during the migration, which isn’t ideal. So, I should run the compile pytest first to check for any issues. Additionally, I also need to remember to update the frontend tests to make sure they’re in sync. Keeping both backend and frontend tests up-to-date is crucial for smooth deployment!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCcLoaHXez8jCthRNvi34C_eR3L_YrDe-1RbfxerwgWzBHDCYdotkNUkUh_xVoHQIcFQF0vDu8iEcPGLBl-nMpzDN_TD6FYs8yZjtjNK9Ec4jWjklCFZWSGXaWPuAP2NGAOshdWTc5uxCwrVNIfmHL0S52siZyKBaqxN2ZYO0270A_itUOLP1vWGsXVm8QOfIbPMq9u5s7d_3eEv-VNq6cwPWTpL4dodDTB2TW0_6N3Mza-QeHvMLCiTwapAlDI0FjdiMAWFv0uVsJKTWcoGN6KpgLQWhvdZZgwmZqEfEfAQt3iOgznSgAVvYFicsKn_s_VmgnEDcDWWVCTX6GZMliH1KtS5vHr6u_wRZDuEFoWR8PMgSWKZRMTNmuVRUK9LcxauR-jPgqLq3b0H02Wx3r-uHECph2aNM2DwW3bIWT2R8uwXvySOk37xHNyynW49tmt-zqP6p-4Mgo5BcxG1DiCYt6pJ9J_XH7MtEcR0_g5lgBhLgz9V53m-ldWsucHjrTSqOyvj_qyRR-H-p6wRH3TSJzgbe-3Q-U1SzvtsymS01sn0AbWXxUbT2ywgiOhMf4ZLuqB0mO1Z0OYOYwB-OD3Dyre8TcSQP_6t5u1MFHxv05ya8Mj9hVY90QEmVHN29Ai_tZUUqTuAZWKSmyVHwQymq-WODPO59_tW7RLWL2hMPZnV9k80q_9qnMnJbVsHC-RLk4E0m32NOEgMWXWmYOR23b4M3_RvOSuGKJTU88AhSC8hp15422RuJ3O5g_I4JB8uJuC2SMkE12pINBtEZS60Z8udAkYHdugRzXrMciyXao4yZuli8iQLqdCEyTXO_eRXblAPbXyFZywkadjGwincKhhkG1MUJvVlHucuqn7v-Oh1Ik47zXzI0UHrhLmcRrpwPBAQRMIJoAD32ksYJr21BfNvSRU7EUSbGioaIp2zu48J-aDc_vPyR2w29-W-5ax4aee6198wBAhJX17ZNUn58SSFjl9j2s52qTlfH4iMVEwzfsWnPTVHCyKdE8jIVYikb2KKEpSfmEzfBZZ7iRTmyR0raZ7p5r4K5Osd9GiyY-cQ=",
          "id": "rs_064af6ee3d6528eb016a09c2e677f88191a0da89537def500b",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Verifying migration process**\n\nI need to ensure everything is fully verified. It seems like the backend's pytest could potentially fail during the migration, which isn’t ideal. So, I should run the compile pytest first to check for any issues. Additionally, I also need to remember to update the frontend tests to make sure they’re in sync. Keeping both backend and frontend tests up-to-date is crucial for smooth deployment!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Runtime-UAT Audit ist vorhanden; die kontrollierten UAT18-Artefakte sind nach der Verifikation wieder archiviert und nicht als bestätigte Ausgabe sichtbar. Jetzt Full Verification."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c2e86dbc8191a8cb982de2bb3e39",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_w5IZ2tD4XgQ3NFSPDPv7E9O5"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_SOARNU2f5sMhkmifXgiPI8cT",
          "call_id": "call_SOARNU2f5sMhkmifXgiPI8cT",
          "response_item_id": "fc_064af6ee3d6528eb016a09c2ef96d081918d8332df482a4f25",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"unset JARVIS_FINANCE_DB_PATH\\npython -m compileall src tests >/tmp/finance_compile_phase18.log\\npytest -q\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `unset JARVIS_FINANCE_DB_PATH\npython -m compileall src tests >/tmp/finance_com...` -> exit 1, 1 lines output",
      "tool_call_id": "call_SOARNU2f5sMhkmifXgiPI8cT"
    },
    {
      "role": "assistant",
      "content": "Fullsuite findet noch dieselbe SQLite-FK-Rename-Kante in abhängigen Tabellen (`budget_transaction_tags`, `budget_import_line_items`). Ich baue die Migration so um, dass Phase 1.8 keine Foreign-Key-Referenzen auf temporäre Rename-Tabellen hinterlässt.",
      "tool_calls": [
        {
          "id": "call_LoC67XZKqW6G7tw3KWQdC8Al",
          "call_id": "call_LoC67XZKqW6G7tw3KWQdC8Al",
          "response_item_id": "fc_064af6ee3d6528eb016a09c3160ac0819196339c1667cc0c55",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"python - <<'PY'\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nconn=connect_memory(); apply_migrations(conn)\\nfor name in ['bu...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating foreign key adjustments**\n\nI need to fix the foreign keys for budget_transaction_tags since line_items refer to a renamed temp table. When I rename transactions or candidates, it updates the foreign keys. I’m wondering if it’s easier to rebuild all dependent tables or to just disable the foreign keys for now. I think I should inspect the schema first to see the best approach! Let’s figure this out systematically.",
      "reasoning_content": "**Evaluating foreign key adjustments**\n\nI need to fix the foreign keys for budget_transaction_tags since line_items refer to a renamed temp table. When I rename transactions or candidates, it updates the foreign keys. I’m wondering if it’s easier to rebuild all dependent tables or to just disable the foreign keys for now. I think I should inspect the schema first to see the best approach! Let’s figure this out systematically.",
      "codex_reasoning_items": [
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              "text": "Fullsuite findet noch dieselbe SQLite-FK-Rename-Kante in abhängigen Tabellen (`budget_transaction_tags`, `budget_import_line_items`). Ich baue die Migration so um, dass Phase 1.8 keine Foreign-Key-Referenzen auf temporäre Rename-Tabellen hinterlässt."
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    },
    {
      "role": "tool",
      "content": "[terminal] ran `unset JARVIS_FINANCE_DB_PATH\npython -m compileall src tests >/tmp/finance_com...` -> exit 0, 1 lines output",
      "tool_call_id": "call_TiOQ2DhvB6M0ZODZ2v98Tv4h"
    },
    {
      "role": "assistant",
      "content": "Backend ist grün: 381 Tests. Jetzt Frontend Test + Build.",
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        {
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          "call_id": "call_TmnFSnqIzka38RUgCS1y0d3r",
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            "name": "terminal",
            "arguments": "{\"command\":\"npm test -- --run && npm run build\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
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      "codex_message_items": [
        {
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          "role": "assistant",
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          "content": [
            {
              "type": "output_text",
              "text": "Backend ist grün: 381 Tests. Jetzt Frontend Test + Build."
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          "phase": "commentary"
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    {
      "role": "tool",
      "content": "[terminal] ran `npm test -- --run && npm run build` -> exit 0, 1 lines output",
      "tool_call_id": "call_TmnFSnqIzka38RUgCS1y0d3r"
    },
    {
      "role": "assistant",
      "content": "Frontend ist grün: 24 Tests + Build. Ich wende die finale Migration noch einmal auf die Runtime an, damit auch dort keine temporären FK-Referenzen bleiben, dann Safety/Scan.",
      "tool_calls": [
        {
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            "arguments": "{\"command\": \"python - <<'PY'\\nimport sqlite3\\nfrom pathlib import Path\\nfrom jarvis_finance.storage.migrations import apply_migrations\\np=Path.home()/'jarvis_runtime/finance-system/data/finance.sqlite3'\\nconn=sqlite3.c...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Considering migration processes**\n\nI need to ensure the safety of scans and Git while also looking at runtime migration after applying a patch. It seems I might be dealing with outdated or problematic foreign keys. I should apply current migrations, although the schema_migrations version is already 23, which means apply_compat runs before I can even check things. I need to fix that and plan to run everything on runtime after the code patch is made. I’ll definitely use apply_migrations.",
      "reasoning_content": "**Considering migration processes**\n\nI need to ensure the safety of scans and Git while also looking at runtime migration after applying a patch. It seems I might be dealing with outdated or problematic foreign keys. I should apply current migrations, although the schema_migrations version is already 23, which means apply_compat runs before I can even check things. I need to fix that and plan to run everything on runtime after the code patch is made. I’ll definitely use apply_migrations.",
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              "text": "**Considering migration processes**\n\nI need to ensure the safety of scans and Git while also looking at runtime migration after applying a patch. It seems I might be dealing with outdated or problematic foreign keys. I should apply current migrations, although the schema_migrations version is already 23, which means apply_compat runs before I can even check things. I need to fix that and plan to run everything on runtime after the code patch is made. I’ll definitely use apply_migrations."
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        {
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          "role": "assistant",
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          "content": [
            {
              "type": "output_text",
              "text": "Frontend ist grün: 24 Tests + Build. Ich wende die finale Migration noch einmal auf die Runtime an, damit auch dort keine temporären FK-Referenzen bleiben, dann Safety/Scan."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c3c5d73c8191921c7e8b24a9785d",
          "phase": "commentary"
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      "content": "{\"output\": \"{'runtime_phase18_temp_fk_hits': []}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_4HRpUFWugop5WUB7KLFQklIt"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "id": "call_HPtQqzDLyqbhZ3nXSvV1gUoN",
          "call_id": "call_HPtQqzDLyqbhZ3nXSvV1gUoN",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit diff --check\\npython - <<'PY'\\nimport re, subprocess\\nfrom pathlib import Path\\ntracked = subprocess.check_output(['git','ls-files'], text...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\ngit diff --chec...` -> exit 0, 1 lines output",
      "tool_call_id": "call_HPtQqzDLyqbhZ3nXSvV1gUoN"
    },
    {
      "role": "assistant",
      "content": "Der grobe Repo-Scan meldet erwartete synthetische Fixtures/Docs mit Wörtern wie `token`/`api`, keine Build-Secrets. Ich prüfe jetzt streng nur geänderte Dateien plus Cleanup der Build-Artefakte.",
      "tool_calls": [
        {
          "id": "call_vtlsbnl7QsquBD121Vqym8OK",
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          "type": "function",
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            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nimport shutil\\nfrom pathlib import Path\\nfor rel in ['frontend/dist','frontend/node_modules/.vite','.pytest_cache']:\\n    p=P...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Considering git safety protocols**\n\nI realize my scan might be a bit too broad, but I'm focused on ensuring git safety for just the changed files, not all tracked ones. The first step is to check the status to see where everything stands. I also need to clean up the distribution folder and make sure to run a git diff to check for any issues. Lastly, I want to conduct a scan for any changed secrets.",
      "reasoning_content": "**Considering git safety protocols**\n\nI realize my scan might be a bit too broad, but I'm focused on ensuring git safety for just the changed files, not all tracked ones. The first step is to check the status to see where everything stands. I also need to clean up the distribution folder and make sure to run a git diff to check for any issues. Lastly, I want to conduct a scan for any changed secrets.",
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            }
          ]
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      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der grobe Repo-Scan meldet erwartete synthetische Fixtures/Docs mit Wörtern wie `token`/`api`, keine Build-Secrets. Ich prüfe jetzt streng nur geänderte Dateien plus Cleanup der Build-Artefakte."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c3dce3148191b3fa77eac918fd3e",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\npython - <<'PY'...` -> exit 0, 1 lines output",
      "tool_call_id": "call_vtlsbnl7QsquBD121Vqym8OK"
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      "role": "assistant",
      "content": "",
      "tool_calls": [
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            "arguments": "{\"command\":\"git status --short\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking file status**\n\nI’m trying to figure out why a new test file isn’t listed. It could be that it’s untracked or maybe there’s something going on when I write it? I definitely want to check the status to see what’s happening. Understanding if it’s part of the git diff will help clarify whether it’s been added or not. It's crucial to get this right so I don’t miss anything.",
      "reasoning_content": "**Checking file status**\n\nI’m trying to figure out why a new test file isn’t listed. It could be that it’s untracked or maybe there’s something going on when I write it? I definitely want to check the status to see what’s happening. Understanding if it’s part of the git diff will help clarify whether it’s been added or not. It's crucial to get this right so I don’t miss anything.",
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          "id": "rs_064af6ee3d6528eb016a09c3e917e08191a0066ed13ea76aea",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking file status**\n\nI’m trying to figure out why a new test file isn’t listed. It could be that it’s untracked or maybe there’s something going on when I write it? I definitely want to check the status to see what’s happening. Understanding if it’s part of the git diff will help clarify whether it’s been added or not. It's crucial to get this right so I don’t miss anything."
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        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `git status --short` -> exit 0, 1 lines output",
      "tool_call_id": "call_NG1E6lSAi6yi6Q1MoyhDHrcu"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "type": "function",
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            "arguments": "{\"command\": \"python - <<'PY'\\nimport re, subprocess\\nfrom pathlib import Path\\nchanged=subprocess.check_output(['bash','-lc','{ git diff --name-only; git ls-files --others --exclude-standard; }'], text=True).splitlin...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "[terminal] ran `python - <<'PY'\nimport re, subprocess\nfrom pathlib import Path\nchanged=subpro...` -> exit 0, 1 lines output",
      "tool_call_id": "call_0ytd7KAHQFjHCJRjd4lMEM5B"
    },
    {
      "role": "assistant",
      "content": "Safety-Gates für geänderte + untracked Dateien sind sauber. Jetzt Commit und Push.",
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      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_PKjAyMCc7CAzPDTu3DtUYnht"
    },
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      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "id": "call_B6ERJfINqUyZ0MJVF1B4u2M1",
          "call_id": "call_B6ERJfINqUyZ0MJVF1B4u2M1",
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            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit add frontend/src/components/SidebarNav.vue frontend/src/pages/BudgetImportReviewPage.vue frontend/src/router/index.ts src/jarvis_finan...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls"
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    {
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      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\ngit add fronten...` -> exit 0, 1 lines output",
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "call_id": "call_DeifWDcmeAY7Ozg4dPlM1sWC",
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            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nTOKEN_FILE=\\\"$HOME/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv\\\"\\nGITHUB_TOKEN=$(python - <<'PY'\\nimport csv, re\\nfro...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nTOKEN_FILE=\"$HO...` -> exit 128, 1 lines output",
      "tool_call_id": "call_DeifWDcmeAY7Ozg4dPlM1sWC"
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    {
      "role": "assistant",
      "content": "Push ist durch; nur die anschließende Remote-Hash-Abfrage lief ohne Askpass. Ich verifiziere den Remote-Hash jetzt separat mit demselben temporären Askpass.",
      "tool_calls": [
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            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nGITHUB_TOKEN=$(python - <<'PY'\\nimport re\\nfrom pathlib import Path\\ntext=(Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_Fi...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "reasoning": "**Troubleshooting Git commands**\n\nI see that my push succeeded, but the ls-remote command failed due to no authentication. I need to verify this with GIT_ASKPASS too, possibly before setting a trap. It seems like the environment might only apply to the git push command, not ls. I’m realizing I might need to rerun ls to check the status again. There’s quite a bit to unravel here, so I’ll take it step by step!",
      "reasoning_content": "**Troubleshooting Git commands**\n\nI see that my push succeeded, but the ls-remote command failed due to no authentication. I need to verify this with GIT_ASKPASS too, possibly before setting a trap. It seems like the environment might only apply to the git push command, not ls. I’m realizing I might need to rerun ls to check the status again. There’s quite a bit to unravel here, so I’ll take it step by step!",
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      "content": "Sir, **Budget Phase 1.8 ist umgesetzt, runtime-getestet, committed und gepusht.**\n\n## Ergebnis nach Akzeptanzliste\n\n- **Menüstruktur korrigiert:** Ja\n- **„Buchungen prüfen“ zentrale Seite:** Ja\n- **Import Review / Kategoriezuordnung Doppelung entfernt:** Ja  \n  - Alte Routen leiten auf die zentrale Review-Seite um.\n- **Confirm erzeugt echte Budget-Transaktion:** Ja\n- **Bestätigte Buchung erscheint unter Effektive Ausgaben:** Ja\n- **UAT12-Testdaten entfernt/archiviert:** Ja\n- **Kategorieänderung funktioniert:** Ja\n- **Budgetstatus aktualisiert:** Ja\n- **Ignorieren/Wieder öffnen funktioniert:** Ja\n- **Runtime-UAT durchgeführt:** Ja\n- **Keine echten Beträge im Bericht:** Ja\n- **Keine Runtime-DB ins Git:** Ja\n- **Keine echten Dateien ins Git:** Ja\n- **Änderungen auditierbar:** Ja\n\n## Fachlicher Kernfluss\n\nDer Flow ist jetzt:\n\n`Import-Kandidat → Kategorie setzen → Confirm → budget_transactions.status=confirmed → Effektive Ausgaben → Budgetstatus`\n\nConfirm schreibt jetzt produktiv:\n\n- `budget_transactions`\n- `transaction_type`\n- `status = confirmed`\n- `source_type = import_candidate`\n- `source_candidate_id`\n- `category_id`\n- `amount_original`\n- `currency_original`\n- `amount_chf` / `fx_status`\n- Audit Events:\n  - `candidate_confirmed`\n  - `budget_transaction_created`\n\nDer Kandidat erhält:\n\n- `status = confirmed`\n- `confirmed_transaction_id`\n- `confirmed_at`\n- `confirmed_by`\n\n## Menüstruktur\n\nNeu im User Mode:\n\n- **Ausgaben**\n  - Buchungen prüfen\n  - Effektive Ausgaben\n  - Manuelle Ausgabe\n\n- **Budget**\n  - Budgetstatus nach Kategorie\n  - Monatsbudget\n  - Jahresbudget\n  - Budgetpläne\n\n- **Setup**\n  - Kategorien\n  - Tags\n  - Konten\n  - Excel übernehmen / Seed Review\n\n- **Später**\n  - Regeln\n  - Fixkosten\n  - Duplikate\n  - Migros Details\n  - VISA Import\n\nEntfernt aus der sichtbaren Navigation:\n\n- Import Review\n- Kategoriezuordnung\n- Einkommen-Gruppe aus diesem Sprint-Menü\n- Analytics als Extra-Ablenkung\n\nDie alten Routen bleiben als Redirects erhalten, damit Bookmarks nicht brechen. Sehr zivilisiert.\n\n## UAT12 Runtime Cleanup\n\nVor Cleanup wurde ein Runtime-DB-Backup erstellt:\n\n`/home/agent/jarvis_runtime/finance-system/backups/finance_phase18_pre_uat12_cleanup_20260517T132855Z.sqlite3`\n\nDry Run fand:\n\n- UAT12-Konten: `2`\n- UAT12-Kategorien: `2`\n- UAT12-Transaktionen: `4`\n- UAT12-Tags: `1`\n- UAT12-Kandidaten: `0`\n\nCleanup:\n\n- Transaktionen archiviert\n- Konten archiviert\n- Kategorien archiviert\n- Tags archiviert\n- Cleanup-Audit geschrieben\n\nNachkontrolle User View:\n\n- Sichtbare UAT12-Transaktionen: `0`\n- Sichtbare UAT12-Konten: `0`\n- Sichtbare UAT12-Kategorien: `0`\n- Sichtbare UAT12-Tags: `0`\n\n## Runtime-UAT\n\nDurchgeführt mit kontrollierten Phase-1.8-Testobjekten, danach wieder archiviert.\n\nTest A — UAT12 Cleanup:\n\n- UAT12-Daten weg aus User Views: Ja\n\nTest B — Kandidat bestätigen:\n\n- Kandidat erzeugt: Ja\n- Kategorie gesetzt: Ja\n- Confirm durchgeführt: Ja\n- Kandidat verschwindet aus offener Prüfung: Ja\n- Produktive Budget-Transaktion sichtbar: Ja\n- Audit vorhanden: Ja\n\nTest C — Kategorie ändern:\n\n- Bestätigte Ausgabe geöffnet/geändert: Ja\n- Audit vorhanden: Ja\n- Budgetstatus aktualisiert: Ja\n\nTest D — Ignorieren / Wieder öffnen:\n\n- Kandidat ignoriert: Ja\n- Kandidat aus offener Ansicht verschwunden: Ja\n- Kandidat wieder geöffnet: Ja\n- Kandidat wieder sichtbar: Ja\n\nDie kontrollierten UAT18-Testartefakte wurden nach der Verifikation wieder archiviert. Es bleibt also kein neuer Testmüll in „Effektive Ausgaben“ liegen. Skandal vermieden.\n\n## Tests und Verifikation\n\nBestanden:\n\n- **Python compile:** OK\n- **pytest:** `381 passed`\n- **Frontend Vitest:** `24 passed`\n- **Frontend build:** OK\n- **git diff --check:** OK\n- **Changed-files Secret Scan:** OK\n- **Frontend build Secret Scan:** OK\n- **Git-Safety für geänderte/untracked Dateien:** OK\n- **Runtime Migration Nachkontrolle:** keine `__phase18` Temp-FK-Referenzen\n- **Working tree nach Commit:** sauber\n\nHinweis:\n\n- Frontend-Tests zeigen weiterhin bekannte Vue-Router-Warnings im Test-Stubbing. Nicht blockierend; Tests sind grün.\n\n## Git\n\n- **Branch:** `feat/budget-phase-1-4`\n- **Commit:** `6c362e58464d2b210a885d64f2f1e85f31d646e4`\n- **Commit Message:** `fix: wire budget candidate confirm flow`\n- **Push:** erfolgreich\n- **Remote Hash:** `6c362e58464d2b210a885d64f2f1e85f31d646e4`\n- **Remote Match:** Ja\n\n## Offene Bugs\n\nKeine blockierenden Bugs aus Phase 1.8.\n\nResthinweis:\n\n- `Buchungen prüfen` braucht für Confirm jetzt ein Confirm-Konto. Das ist absichtlich so, weil der Backend-Flow korrekt validiert: Konto, Kategorie, Datum, Betrag, Währung. Fake-Confirm ist damit raus.",
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              "text": "Sir, **Budget Phase 1.8 ist umgesetzt, runtime-getestet, committed und gepusht.**\n\n## Ergebnis nach Akzeptanzliste\n\n- **Menüstruktur korrigiert:** Ja\n- **„Buchungen prüfen“ zentrale Seite:** Ja\n- **Import Review / Kategoriezuordnung Doppelung entfernt:** Ja  \n  - Alte Routen leiten auf die zentrale Review-Seite um.\n- **Confirm erzeugt echte Budget-Transaktion:** Ja\n- **Bestätigte Buchung erscheint unter Effektive Ausgaben:** Ja\n- **UAT12-Testdaten entfernt/archiviert:** Ja\n- **Kategorieänderung funktioniert:** Ja\n- **Budgetstatus aktualisiert:** Ja\n- **Ignorieren/Wieder öffnen funktioniert:** Ja\n- **Runtime-UAT durchgeführt:** Ja\n- **Keine echten Beträge im Bericht:** Ja\n- **Keine Runtime-DB ins Git:** Ja\n- **Keine echten Dateien ins Git:** Ja\n- **Änderungen auditierbar:** Ja\n\n## Fachlicher Kernfluss\n\nDer Flow ist jetzt:\n\n`Import-Kandidat → Kategorie setzen → Confirm → budget_transactions.status=confirmed → Effektive Ausgaben → Budgetstatus`\n\nConfirm schreibt jetzt produktiv:\n\n- `budget_transactions`\n- `transaction_type`\n- `status = confirmed`\n- `source_type = import_candidate`\n- `source_candidate_id`\n- `category_id`\n- `amount_original`\n- `currency_original`\n- `amount_chf` / `fx_status`\n- Audit Events:\n  - `candidate_confirmed`\n  - `budget_transaction_created`\n\nDer Kandidat erhält:\n\n- `status = confirmed`\n- `confirmed_transaction_id`\n- `confirmed_at`\n- `confirmed_by`\n\n## Menüstruktur\n\nNeu im User Mode:\n\n- **Ausgaben**\n  - Buchungen prüfen\n  - Effektive Ausgaben\n  - Manuelle Ausgabe\n\n- **Budget**\n  - Budgetstatus nach Kategorie\n  - Monatsbudget\n  - Jahresbudget\n  - Budgetpläne\n\n- **Setup**\n  - Kategorien\n  - Tags\n  - Konten\n  - Excel übernehmen / Seed Review\n\n- **Später**\n  - Regeln\n  - Fixkosten\n  - Duplikate\n  - Migros Details\n  - VISA Import\n\nEntfernt aus der sichtbaren Navigation:\n\n- Import Review\n- Kategoriezuordnung\n- Einkommen-Gruppe aus diesem Sprint-Menü\n- Analytics als Extra-Ablenkung\n\nDie alten Routen bleiben als Redirects erhalten, damit Bookmarks nicht brechen. Sehr zivilisiert.\n\n## UAT12 Runtime Cleanup\n\nVor Cleanup wurde ein Runtime-DB-Backup erstellt:\n\n`/home/agent/jarvis_runtime/finance-system/backups/finance_phase18_pre_uat12_cleanup_20260517T132855Z.sqlite3`\n\nDry Run fand:\n\n- UAT12-Konten: `2`\n- UAT12-Kategorien: `2`\n- UAT12-Transaktionen: `4`\n- UAT12-Tags: `1`\n- UAT12-Kandidaten: `0`\n\nCleanup:\n\n- Transaktionen archiviert\n- Konten archiviert\n- Kategorien archiviert\n- Tags archiviert\n- Cleanup-Audit geschrieben\n\nNachkontrolle User View:\n\n- Sichtbare UAT12-Transaktionen: `0`\n- Sichtbare UAT12-Konten: `0`\n- Sichtbare UAT12-Kategorien: `0`\n- Sichtbare UAT12-Tags: `0`\n\n## Runtime-UAT\n\nDurchgeführt mit kontrollierten Phase-1.8-Testobjekten, danach wieder archiviert.\n\nTest A — UAT12 Cleanup:\n\n- UAT12-Daten weg aus User Views: Ja\n\nTest B — Kandidat bestätigen:\n\n- Kandidat erzeugt: Ja\n- Kategorie gesetzt: Ja\n- Confirm durchgeführt: Ja\n- Kandidat verschwindet aus offener Prüfung: Ja\n- Produktive Budget-Transaktion sichtbar: Ja\n- Audit vorhanden: Ja\n\nTest C — Kategorie ändern:\n\n- Bestätigte Ausgabe geöffnet/geändert: Ja\n- Audit vorhanden: Ja\n- Budgetstatus aktualisiert: Ja\n\nTest D — Ignorieren / Wieder öffnen:\n\n- Kandidat ignoriert: Ja\n- Kandidat aus offener Ansicht verschwunden: Ja\n- Kandidat wieder geöffnet: Ja\n- Kandidat wieder sichtbar: Ja\n\nDie kontrollierten UAT18-Testartefakte wurden nach der Verifikation wieder archiviert. Es bleibt also kein neuer Testmüll in „Effektive Ausgaben“ liegen. Skandal vermieden.\n\n## Tests und Verifikation\n\nBestanden:\n\n- **Python compile:** OK\n- **pytest:** `381 passed`\n- **Frontend Vitest:** `24 passed`\n- **Frontend build:** OK\n- **git diff --check:** OK\n- **Changed-files Secret Scan:** OK\n- **Frontend build Secret Scan:** OK\n- **Git-Safety für geänderte/untracked Dateien:** OK\n- **Runtime Migration Nachkontrolle:** keine `__phase18` Temp-FK-Referenzen\n- **Working tree nach Commit:** sauber\n\nHinweis:\n\n- Frontend-Tests zeigen weiterhin bekannte Vue-Router-Warnings im Test-Stubbing. Nicht blockierend; Tests sind grün.\n\n## Git\n\n- **Branch:** `feat/budget-phase-1-4`\n- **Commit:** `6c362e58464d2b210a885d64f2f1e85f31d646e4`\n- **Commit Message:** `fix: wire budget candidate confirm flow`\n- **Push:** erfolgreich\n- **Remote Hash:** `6c362e58464d2b210a885d64f2f1e85f31d646e4`\n- **Remote Match:** Ja\n\n## Offene Bugs\n\nKeine blockierenden Bugs aus Phase 1.8.\n\nResthinweis:\n\n- `Buchungen prüfen` braucht für Confirm jetzt ein Confirm-Konto. Das ist absichtlich so, weil der Backend-Flow korrekt validiert: Konto, Kategorie, Datum, Betrag, Währung. Fake-Confirm ist damit raus."
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      "content": "[M G] Budget Phase 1.8 ist akzeptiert.\n\nIch bin gerade unterwegs und kann das Dashboard erst später prüfen. Bitte starte deshalb einen Feature-Sprint, aber ohne produktive Massenbestätigung echter Kandidaten.\n\n# Budget Phase 1.9 – Review Productivity, Split UI, Rule Manager MVP-light & Budget-Auswertung\n\nZiel:\nDie Budget-Arbeitsoberfläche soll so ausgebaut werden, dass ich später schnell und sicher die importierten Buchungskandidaten prüfen, kategorisieren, splitten und bestätigen kann.\n\nWichtig:\n- Keine produktive Massenbestätigung ohne meine ausdrückliche Freigabe.\n- Keine echten Beträge im Chat.\n- Keine echten Dateien ins Git.\n- Keine Runtime-DB ins Git.\n- Vor Runtime-Änderungen Backup erstellen.\n- Jede Änderung auditierbar.\n- Keine neuen Importquellen.\n- Keine OCR/Kamera/Vision.\n- Keine automatische Blindbuchung.\n- Nur Werkzeuge und Review-Funktionalität ausbauen.\n\n## Arbeitspaket 1: Review Dashboard für Buchungskandidaten verbessern\n\nDie Seite Buchungen prüfen soll produktiver werden.\n\nBitte ergänzen:\n\n### Oben Summary Cards\n\n- offene Kandidaten total\n- auto-zugeordnet\n- review nötig\n- Galaxus/Digitec\n- Migros > 50 CHF\n- covered_by_migros\n- unklare Kandidaten\n- mögliche Duplikate\n\n### Filter\n\n- Quelle\n- Status\n- Kategorie-Vorschlag\n- Händler\n- Regel\n- Confidence\n- Zeitraum\n- Betragsspanne lokal im Dashboard, aber nicht im Chat\n\n### Sortierung\n\n- Datum\n- Händler\n- Kategorie\n- Confidence\n- Quelle\n- Status\n\n## Arbeitspaket 2: Batch Review Workflow\n\nBitte Batch-Aktionen sauber ausbauen:\n\n- mehrere Kandidaten auswählen\n- Kategorie setzen\n- ausgewählte bestätigen\n- ausgewählte ignorieren\n- ausgewählte wieder öffnen\n- als Transfer markieren\n- als covered_by_migros markieren\n\nWichtig:\nVor Batch Confirm immer:\n\n1. Preview\n2. Anzahl Kandidaten\n3. Kategorien\n4. mögliche Konflikte\n5. Confirm\n\nKeine Blindbuchung.\n\n## Arbeitspaket 3: Split-UI implementieren\n\nBisher ist Split nur vorbereitet. Bitte jetzt eine nutzbare Split-UI bauen.\n\nUse Case:\nEine Galaxus- oder Migros-Buchung soll auf mehrere Kategorien aufgeteilt werden.\n\nWorkflow:\n\n1. Kandidat öffnen\n2. Button Splitten\n3. Split-Zeilen erfassen:\n   - Kategorie\n   - Betrag\n   - Notiz optional\n   - Tag optional\n4. Summe der Split-Beträge muss Hauptbetrag entsprechen\n5. Preview\n6. Confirm\n7. produktive Budgettransaktion mit Splits oder mehrere verknüpfte Budgettransaktionen erzeugen\n8. Audit\n\nWenn Summe nicht stimmt:\n- Speichern blockieren\n- klare Fehlermeldung\n\n## Arbeitspaket 4: Kategorie aus Review heraus erstellen\n\nIm Review muss ich direkt eine neue Kategorie erstellen können.\n\nWorkflow:\n\n- Kandidat hat keine passende Kategorie\n- Dropdown → Neue Kategorie erstellen\n- Name\n- Parent-Kategorie\n- Typ\n- Confirm\n- Kandidat wird dieser Kategorie zugeordnet\n- Audit\n\nKeine technischen IDs im User Mode.\n\n## Arbeitspaket 5: Rule Manager MVP-light\n\nBitte noch keinen komplexen Regelmanager bauen, aber eine einfache Seite:\n\nRegeln\n\nFunktionen:\n\n- bestehende automatische Regeln anzeigen\n- Regel erstellen:\n  - Händler enthält Text\n  - Quelle\n  - Kategorie\n  - Status auto/review\n- Regel deaktivieren\n- Regel auf offene Kandidaten testen\n- Regel auf offene Kandidaten anwenden, aber nur als Vorschlag\n\nBeispiele:\n- Netflix → Freizeit/Abos\n- Galaxus → Review nötig\n- Migros Bon unter Schwelle → Essen & Haushalt\n- Apple/Google/Amazon Prime/Disney → Freizeit/Abos\n- Apotheke/Spital → Gesundheit\n\nWichtig:\nRegel erstellt keine produktive Buchung. Sie setzt nur Vorschläge auf Kandidaten.\n\n## Arbeitspaket 6: Effektive Ausgaben weiter ausbauen\n\nDie Seite Effektive Ausgaben soll nach bestätigten Buchungen wirklich als Arbeitsseite dienen.\n\nBitte ergänzen:\n\n- Summary oben:\n  - Ausgaben aktueller Monat\n  - Ausgaben Jahr bisher\n  - Anzahl Buchungen\n  - Top Kategorie\n- Filter:\n  - Zeitraum\n  - Kategorie\n  - Händler\n  - Konto\n  - Quelle\n- Row Click:\n  - Detail Drawer\n  - Kategorie ändern\n  - Tags ändern\n  - Storno/Reverse\n  - Audit anzeigen\n\n## Arbeitspaket 7: Budgetstatus nach Kategorie verbessern\n\nDie Seite soll klarer zeigen:\n\n- Budget Monat\n- Budget Jahr\n- Ist Jahr bisher\n- Ist Ø Monat\n- Prognose Jahr\n- Abweichung\n- Ampel\n\nBitte ergänzen:\n\n- Row Click auf Kategorie\n- zeigt bestätigte Buchungen dieser Kategorie\n- Möglichkeit einzelne Buchung direkt umzukategorisieren\n- Budgetstatus aktualisiert sich danach\n\n## Arbeitspaket 8: Income / Einnahmen übersichtlicher machen\n\nBitte Income-Seite verbessern:\n\n- geplante Einnahmen\n- tatsächliche Einnahmen\n- Prognose\n- Abweichung\n- Status\n\nFalls noch keine Income-Kandidaten in Runtime vorhanden:\n- klar anzeigen: „Noch keine Einnahmen importiert/erfasst.“\n- keine Fehlermeldung\n- keine Fake-Daten\n\n## Arbeitspaket 9: Keine produktive Bulk-Buchung ohne Freigabe\n\nBitte ausdrücklich beachten:\n\n- Du darfst Test-/synthetische Kandidaten in Test-DBs bestätigen.\n- Du darfst in Runtime nur Einzel-UAT nutzen, falls nötig, und danach wieder bereinigen.\n- Du darfst keine echten 2026-Kandidaten massenhaft produktiv bestätigen.\n- Baue die Funktionalität, aber lasse die Entscheidung mir.\n\n## Arbeitspaket 10: Tests\n\nBitte Tests ergänzen für:\n\n### Review Dashboard\n- Summary Counts korrekt\n- Filter funktionieren\n- Sortierung funktioniert\n\n### Batch Review\n- Mehrfachauswahl\n- Kategorie für Auswahl setzen\n- Preview vor Confirm\n- Confirm erzeugt Transaktionen\n- keine Blindbuchung\n\n### Split\n- Split-Summe muss Hauptbetrag entsprechen\n- Split Confirm erzeugt auditierbare Buchung\n- falsche Summe blockiert\n\n### Kategorie aus Review\n- neue Kategorie im Review erstellen\n- Kandidat wird zugeordnet\n- Audit\n\n### Rule MVP\n- Regel erstellen\n- Regel deaktivieren\n- Regel testen\n- Regel auf Kandidaten als Vorschlag anwenden\n- keine produktive Buchung\n\n### Effektive Ausgaben\n- bestätigte Ausgaben erscheinen\n- Filter funktionieren\n- Row Click Detail\n- Kategorieänderung aktualisiert Budgetstatus\n\n### Budgetstatus\n- Row Click zeigt Buchungen\n- Umkategorisierung aktualisiert Ist-Werte\n\n### Safety\n- keine echten Dateien im Git\n- keine Runtime-DB im Git\n- Git-Safety sauber\n\n## 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## Abschlussbericht\n\nBitte berichten:\n\n- Review Dashboard verbessert: ja/nein\n- Batch Review implementiert: ja/nein\n- Split-UI implementiert: ja/nein\n- Kategorie aus Review erstellbar: ja/nein\n- Rule Manager MVP-light implementiert: ja/nein\n- Effektive Ausgaben verbessert: ja/nein\n- Budgetstatus Row Click verbessert: ja/nein\n- Einkommen-Seite verbessert: ja/nein\n- Keine produktive Massenbestätigung: bestätigt\n- Tests\n- Git-Safety\n- Commit-Hash\n- Push-Status\n- offene Grenzen"
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\",\"content\":\"from __future__ import annotations\\n\\nimport pytest\\nfrom fastapi import HTTPException\\n\\nfrom jarvis_finance.services.budget_accounts import confirm_create_budget_account\\nfrom jarvis_finance.services.budget_categories import confirm_create_category\\nfrom jarvis_finance.services.budget_imports import (\\n    apply_budget_rules_to_open_candidates,\\n    batch_mark_candidates,\\n    confirm_candidate_split,\\n    create_budget_rule,\\n    create_review_category_for_candidate,\\n    list_budget_rules,\\n    list_transaction_candidates,\\n    preview_batch_confirm_candidates,\\n    review_candidate_summary,\\n    seed_credit_card_candidates_from_rows,\\n    seed_transaction_candidates_from_rows,\\n    test_budget_rule,\\n)\\nfrom jarvis_finance.services.budget_overview import get_budget_status_by_category\\nfrom jarvis_finance.services.budget_transactions import list_budget_transactions\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\n\\n\\ndef db():\\n    conn = connect_memory()\\n    apply_migrations(conn)\\n    return conn\\n\\n\\ndef setup_base(conn):\\n    account = confirm_create_budget_account(conn, {\\\"name\\\": \\\"Review Konto\\\", \\\"account_type\\\": \\\"cash\\\", \\\"currency\\\": \\\"CHF\\\"})[\\\"entity_id\\\"]\\n    food = confirm_create_category(conn, {\\\"name\\\": \\\"Essen\\\", \\\"category_type\\\": \\\"expense\\\"})[\\\"entity_id\\\"]\\n    subs = confirm_create_category(conn, {\\\"name\\\": \\\"Freizeit/Abos\\\", \\\"category_type\\\": \\\"expense\\\"})[\\\"entity_id\\\"]\\n    health = confirm_create_category(conn, {\\\"name\\\": \\\"Gesundheit\\\", \\\"category_type\\\": \\\"expense\\\"})[\\\"entity_id\\\"]\\n    return account, food, subs, health\\n\\n\\ndef test_phase19_review_summary_filter_and_sort_counts() -> None:\\n    conn = db(); _account, food, subs, _health = setup_base(conn)\\n    seed_credit_card_candidates_from_rows(conn, [\\n        {\\\"Datum\\\": \\\"2026-02-01\\\", \\\"Beschreibung\\\": \\\"NETFLIX\\\", \\\"Betrag\\\": \\\"10.00\\\"},\\n        {\\\"Datum\\\": \\\"2026-02-02\\\", \\\"Beschreibung\\\": \\\"Galaxus Zürich\\\", \\\"Betrag\\\": \\\"20.00\\\"},\\n        {\\\"Datum\\\": \\\"2026-02-03\\\", \\\"Beschreibung\\\": \\\"MIGROS MMM\\\", \\\"Betrag\\\": \\\"30.00\\\"},\\n    ], source_file_label=\\\"phase19_card.csv\\\", subscription_category_id=subs, migros_covered=True)\\n    seed_transaction_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-04\\\", \\\"Beschreibung\\\": \\\"Unklar\\\", \\\"Betrag\\\": \\\"40.00\\\"}], source_file_label=\\\"phase19_bank.csv\\\")\\n    summary = review_candidate_summary(conn)\\n    assert summary[\\\"open_total\\\"] == 3\\n    assert summary[\\\"galaxus_digitec\\\"] == 1\\n    assert summary[\\\"covered_by_migros\\\"] == 1\\n    assert summary[\\\"unclear\\\"] >= 1\\n    rows = list_transaction_candidates(conn, source_type=\\\"credit_card_csv\\\", merchant=\\\"net\\\", sort_by=\\\"merchant\\\", sort_dir=\\\"asc\\\")\\n    assert [r[\\\"description\\\"] for r in rows] == [\\\"NETFLIX\\\"]\\n\\n\\ndef test_phase19_batch_preview_required_before_confirm_and_actions() -> None:\\n    conn = db(); account, _food, subs, _health = setup_base(conn)\\n    seed_credit_card_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-01\\\", \\\"Beschreibung\\\": \\\"NETFLIX\\\", \\\"Betrag\\\": \\\"10.00\\\"}], source_file_label=\\\"phase19_card.csv\\\", subscription_category_id=subs)\\n    cid = list_transaction_candidates(conn)[0][\\\"transaction_candidate_id\\\"]\\n    preview = preview_batch_confirm_candidates(conn, candidate_ids=[cid], account_id=account)\\n    assert preview[\\\"count\\\"] == 1\\n    assert preview[\\\"requires_explicit_confirm\\\"] is True\\n    assert list_budget_transactions(conn) == []\\n    result = batch_mark_candidates(conn, candidate_ids=[cid], action=\\\"confirm\\\", account_id=account, preview_id=preview[\\\"preview_id\\\"])\\n    assert result[\\\"confirmed_count\\\"] == 1\\n    assert list_budget_transactions(conn, status=\\\"confirmed\\\")\\n    assert conn.execute(\\\"SELECT COUNT(*) FROM audit_log WHERE action IN ('batch_confirm_candidates_preview','batch_confirm_candidates')\\\").fetchone()[0] == 2\\n\\n\\ndef test_phase19_split_sum_blocks_and_confirm_creates_linked_transactions() -> None:\\n    conn = db(); account, food, subs, _health = setup_base(conn)\\n    seed_credit_card_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-02\\\", \\\"Beschreibung\\\": \\\"Galaxus Zürich\\\", \\\"Betrag\\\": \\\"20.00\\\"}], source_file_label=\\\"phase19_card.csv\\\", subscription_category_id=subs)\\n    cid = list_transaction_candidates(conn, tab=\\\"galaxus\\\")[0][\\\"transaction_candidate_id\\\"]\\n    with pytest.raises(HTTPException):\\n        confirm_candidate_split(conn, cid, {\\\"account_id\\\": account, \\\"splits\\\": [{\\\"category_id\\\": food, \\\"amount_original\\\": \\\"9.00\\\"}]})\\n    result = confirm_candidate_split(conn, cid, {\\\"account_id\\\": account, \\\"splits\\\": [\\n        {\\\"category_id\\\": food, \\\"amount_original\\\": \\\"9.00\\\", \\\"note\\\": \\\"Teil A\\\", \\\"tag\\\": \\\"Split\\\"},\\n        {\\\"category_id\\\": subs, \\\"amount_original\\\": \\\"11.00\\\", \\\"note\\\": \\\"Teil B\\\"},\\n    ]})\\n    assert result[\\\"created_transactions\\\"] == 2\\n    assert len(list_budget_transactions(conn, status=\\\"confirmed\\\")) == 2\\n    stored = conn.execute(\\\"SELECT status, confirmed_transaction_id FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n    assert stored[\\\"status\\\"] == \\\"confirmed\\\"\\n    assert stored[\\\"confirmed_transaction_id\\\"] == result[\\\"group_id\\\"]\\n\\n\\ndef test_phase19_category_from_review_and_rule_mvp_apply_only_suggestions() -> None:\\n    conn = db(); _account, _food, _subs, health = setup_base(conn)\\n    seed_transaction_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-04\\\", \\\"Beschreibung\\\": \\\"Apotheke Test\\\", \\\"Betrag\\\": \\\"12.00\\\"}], source_file_label=\\\"phase19.csv\\\")\\n    cid = list_transaction_candidates(conn)[0][\\\"transaction_candidate_id\\\"]\\n    created = create_review_category_for_candidate(conn, cid, {\\\"name\\\": \\\"Review Neue Kategorie\\\", \\\"category_type\\\": \\\"expense\\\"})\\n    row = conn.execute(\\\"SELECT proposed_category_id FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n    assert row[\\\"proposed_category_id\\\"] == created[\\\"category_id\\\"]\\n    rule = create_budget_rule(conn, {\\\"merchant_contains\\\": \\\"Apotheke\\\", \\\"source_type\\\": \\\"csv_seed\\\", \\\"category_id\\\": health, \\\"target_status\\\": \\\"review\\\"})\\n    assert list_budget_rules(conn)[0][\\\"is_active\\\"] is True\\n    tested = test_budget_rule(conn, rule[\\\"rule_id\\\"])\\n    assert tested[\\\"match_count\\\"] >= 1\\n    applied = apply_budget_rules_to_open_candidates(conn, rule[\\\"rule_id\\\"])\\n    assert applied[\\\"updated_count\\\"] >= 1\\n    assert list_budget_transactions(conn) == []\\n\\n\\ndef test_phase19_budgetstatus_row_click_backing_after_recategorise() -> None:\\n    conn = db(); account, food, subs, _health = setup_base(conn)\\n    seed_credit_card_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-01\\\", \\\"Beschreibung\\\": \\\"NETFLIX\\\", \\\"Betrag\\\": \\\"10.00\\\"}], source_file_label=\\\"phase19_card.csv\\\", subscription_category_id=subs)\\n    cid = list_transaction_candidates(conn)[0][\\\"transaction_candidate_id\\\"]\\n    preview = preview_batch_confirm_candidates(conn, candidate_ids=[cid], account_id=account)\\n    batch_mark_candidates(conn, candidate_ids=[cid], action=\\\"confirm\\\", account_id=account, preview_id=preview[\\\"preview_id\\\"])\\n    tx = list_budget_transactions(conn, status=\\\"confirmed\\\")[0]\\n    from jarvis_finance.services.budget_transactions import update_budget_transaction\\n    update_budget_transaction(conn, tx[\\\"budget_transaction_id\\\"], {\\\"category_id\\\": food, \\\"change_note\\\": \\\"phase19\\\"})\\n    rows = get_budget_status_by_category(conn, year=\\\"2026\\\")\\n    assert next(r for r in rows if r[\\\"category_id\\\"] == food)[\\\"actual_year_to_date\\\"] != \\\"0.00\\\"\\n\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning backend changes**\n\nI need to write tests, so I'm thinking I might need enough backend implementation to support that. The migrations for the rule table could help with splitting tags, especially since the existing split lacks tagging. I can create multiple transaction links in the imports service. I should also consider whether to include the rule manager in the same file. It’s essential to be careful with helper functions and migrations as they could add columns or require cleanups. Writing tests for the core will be important too.",
      "reasoning_content": "**Planning backend changes**\n\nI need to write tests, so I'm thinking I might need enough backend implementation to support that. The migrations for the rule table could help with splitting tags, especially since the existing split lacks tagging. I can create multiple transaction links in the imports service. I should also consider whether to include the rule manager in the same file. It’s essential to be careful with helper functions and migrations as they could add columns or require cleanups. Writing tests for the core will be important too.",
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          "id": "rs_064af6ee3d6528eb016a09c8c58ea8819199ac3071edacd6c0",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning backend changes**\n\nI need to write tests, so I'm thinking I might need enough backend implementation to support that. The migrations for the rule table could help with splitting tags, especially since the existing split lacks tagging. I can create multiple transaction links in the imports service. I should also consider whether to include the rule manager in the same file. It’s essential to be careful with helper functions and migrations as they could add columns or require cleanups. Writing tests for the core will be important too."
            }
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        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 7179, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\\">\\nERROR [9:5] \\\"apply_budget_rules_to_open_candidates\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [10:5] \\\"batch_mark_candidates\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [11:5] \\\"confirm_candidate_split\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [12:5] \\\"create_budget_rule\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [13:5] \\\"create_review_category_for_candidate\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [14:5] \\\"list_budget_rules\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [16:5] \\\"preview_batch_confirm_candidates\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [17:5] \\\"review_candidate_summary\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [20:5] \\\"test_budget_rule\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [55:46] No parameter named \\\"source_type\\\" [reportCallIssue] (Pyright)\\nERROR [55:77] No parameter named \\\"merchant\\\" [reportCallIssue] (Pyright)\\nERROR [55:93] No parameter named \\\"sort_by\\\" [reportCallIssue] (Pyright)\\nERROR [55:113] No parameter named \\\"sort_dir\\\" [reportCallIssue] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_2Zhg3PkdA9wUMDcZEbol9TlF"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_2ifoldSeJZXI2gPqeGS8HdJ1",
          "call_id": "call_2ifoldSeJZXI2gPqeGS8HdJ1",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"unset JARVIS_FINANCE_DB_PATH\\npytest tests/unit/test_budget_phase19_review_productivity.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n____ ERROR collecting tests/unit/test_budget_phase19_review_productivity.py ____\\nImportError while importing test module '/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/unit/test_budget_phase19_review_productivity.py:8: in <module>\\n    from jarvis_finance.services.budget_imports import (\\nE   ImportError: cannot import name 'apply_budget_rules_to_open_candidates' from 'jarvis_finance.services.budget_imports' (/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py)\\n=========================== short test summary info ============================\\nERROR tests/unit/test_budget_phase19_review_productivity.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.35s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_2ifoldSeJZXI2gPqeGS8HdJ1"
    },
    {
      "role": "assistant",
      "content": "RED ist bestätigt: Phase-1.9-Funktionen fehlen erwartungsgemäß. Ich implementiere jetzt die minimalen Backend-Bausteine, dann UI.",
      "tool_calls": [
        {
          "id": "call_fWQiXE8sI2LIXUGIfhvqxYSJ",
          "call_id": "call_fWQiXE8sI2LIXUGIfhvqxYSJ",
          "response_item_id": "fc_064af6ee3d6528eb016a09c8f8c6708191ae61f776d554652e",
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          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"old_string\":\"MIGRATION_VERSION = 23\\nMIGRATION_NAME = \\\"023_budget_phase18_core_confirm_flow\\\"\",\"new_string\":\"MIGRATION_VERSION = 24\\nMIGRATION_NAME = \\\"024_budget_phase19_review_productivity\\\"\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Implementing patch migrations**\n\nI need to implement patch migrations, possibly version 24. It looks like I’m going to need a table for this process. I think it would be best to keep the SQL simpler and avoid using foreign keys to make things easier. Keeping it straightforward should help streamline the process and reduce complexity. Let’s see how I can set this up efficiently!",
      "reasoning_content": "**Implementing patch migrations**\n\nI need to implement patch migrations, possibly version 24. It looks like I’m going to need a table for this process. I think it would be best to keep the SQL simpler and avoid using foreign keys to make things easier. Keeping it straightforward should help streamline the process and reduce complexity. Let’s see how I can set this up efficiently!",
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          "id": "rs_064af6ee3d6528eb016a09c8f71f648191846c8b6dee40aa33",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Implementing patch migrations**\n\nI need to implement patch migrations, possibly version 24. It looks like I’m going to need a table for this process. I think it would be best to keep the SQL simpler and avoid using foreign keys to make things easier. Keeping it straightforward should help streamline the process and reduce complexity. Let’s see how I can set this up efficiently!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "RED ist bestätigt: Phase-1.9-Funktionen fehlen erwartungsgemäß. Ich implementiere jetzt die minimalen Backend-Bausteine, dann UI."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c8f8a2848191afc465cb3bbba6bc",
          "phase": "commentary"
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    {
      "role": "tool",
      "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 = 23\\n-MIGRATION_NAME = \\\"023_budget_phase18_core_confirm_flow\\\"\\n+MIGRATION_VERSION = 24\\n+MIGRATION_NAME = \\\"024_budget_phase19_review_productivity\\\"\\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_145701_6108f4' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_fWQiXE8sI2LIXUGIfhvqxYSJ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_BHU8tztMN670wswHY6WWQ5cm",
          "call_id": "call_BHU8tztMN670wswHY6WWQ5cm",
          "response_item_id": "fc_064af6ee3d6528eb016a09c8ffd4f481918cb631c775071afc",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def _create_budget_phase19_tables(conn: Connection) -> None:\\n    _add_missing_columns(conn, \\\"budget_candidate_splits\\\", {\\n        \\\"tag_name\\\": \\\"TEXT\\\",\\n        \\\"confirmed_transaction_id\\\": \\\"TEXT\\\",\\n    })\\n    conn.executescript(\\n        \\\"\\\"\\\"\\n        CREATE TABLE IF NOT EXISTS budget_review_rules (\\n            rule_id TEXT PRIMARY KEY,\\n            merchant_contains TEXT NOT NULL,\\n            source_type TEXT,\\n            category_id TEXT,\\n            target_status TEXT NOT NULL DEFAULT 'review' CHECK(target_status IN ('auto','review')),\\n            is_active INTEGER NOT NULL DEFAULT 1,\\n            created_at TEXT NOT NULL,\\n            updated_at TEXT\\n        );\\n        CREATE INDEX IF NOT EXISTS idx_budget_review_rules_active ON budget_review_rules(is_active, source_type);\\n        \\\"\\\"\\\"\\n    )\\n\\n\\n\\ndef _apply_compat_migrations(conn: Connection) -> None:\",\"old_string\":\"def _apply_compat_migrations(conn: Connection) -> None:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
          }
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    {
      "role": "tool",
      "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@@ -1045,6 +1045,29 @@\\n \\n \\n \\n+def _create_budget_phase19_tables(conn: Connection) -> None:\\n+    _add_missing_columns(conn, \\\"budget_candidate_splits\\\", {\\n+        \\\"tag_name\\\": \\\"TEXT\\\",\\n+        \\\"confirmed_transaction_id\\\": \\\"TEXT\\\",\\n+    })\\n+    conn.executescript(\\n+        \\\"\\\"\\\"\\n+        CREATE TABLE IF NOT EXISTS budget_review_rules (\\n+            rule_id TEXT PRIMARY KEY,\\n+            merchant_contains TEXT NOT NULL,\\n+            source_type TEXT,\\n+            category_id TEXT,\\n+            target_status TEXT NOT NULL DEFAULT 'review' CHECK(target_status IN ('auto','review')),\\n+            is_active INTEGER NOT NULL DEFAULT 1,\\n+            created_at TEXT NOT NULL,\\n+            updated_at TEXT\\n+        );\\n+        CREATE INDEX IF NOT EXISTS idx_budget_review_rules_active ON budget_review_rules(is_active, source_type);\\n+        \\\"\\\"\\\"\\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\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_BHU8tztMN670wswHY6WWQ5cm"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_azzvNXsBbD9NZUr1aDCBEzTr",
          "call_id": "call_azzvNXsBbD9NZUr1aDCBEzTr",
          "response_item_id": "fc_064af6ee3d6528eb016a09c90f28c081918c8325b7b82a3353",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    _create_budget_phase18_tables(conn)\\n    _create_budget_phase19_tables(conn)\",\"old_string\":\"    _create_budget_phase18_tables(conn)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "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@@ -1083,6 +1083,7 @@\\n     _create_budget_phase14_tables(conn)\\n     _create_budget_phase15_tables(conn)\\n     _create_budget_phase18_tables(conn)\\n+    _create_budget_phase19_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_azzvNXsBbD9NZUr1aDCBEzTr"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_eKyWiJO34jdansXSrdhVPjf6",
          "call_id": "call_eKyWiJO34jdansXSrdhVPjf6",
          "response_item_id": "fc_064af6ee3d6528eb016a09c91978908191b766e53ad368ddae",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\") -> list[dict[str, Any]]:\\n    clauses=[]; params=[]\\n    if status:\\n        clauses.append(\\\"status=?\\\"); params.append(status)\\n    elif not tab:\\n        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','superseded')\\\")\\n    if tab:\\n        mapping = {\\n            \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\\n            \\\"subscriptions\\\": \\\"classification='subscription_auto'\\\",\\n            \\\"galaxus\\\": \\\"classification='galaxus_review'\\\",\\n            \\\"migros_over_50\\\": \\\"classification='migros_review_over_threshold'\\\",\\n            \\\"health\\\": \\\"classification='health_medical'\\\",\\n            \\\"auto_transport\\\": \\\"classification='auto_transport'\\\",\\n            \\\"shopping\\\": \\\"classification IN ('shopping','galaxus_review')\\\",\\n            \\\"pets\\\": \\\"classification='pets'\\\",\\n            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear','legacy_csv_seed','card_uncategorized')\\\",\\n            \\\"covered_by_migros\\\": \\\"status='covered_by_migros'\\\",\\n            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\n            \\\"transfers\\\": \\\"classification='transfer_candidate' OR status='transfer_candidate'\\\",\\n            \\\"bank\\\": \\\"source_type='bank_csv'\\\",\\n            \\\"income\\\": \\\"classification='income_candidate'\\\",\\n            \\\"ignored\\\": \\\"status IN ('ignored','covered_by_migros','superseded')\\\",\\n        }\\n        if tab in mapping:\\n            clauses.append(mapping[tab])\\n    if source_type:\\n        clauses.append(\\\"source_type=?\\\"); params.append(source_type)\\n    if category_id:\\n        clauses.append(\\\"proposed_category_id=?\\\"); params.append(category_id)\\n    if merchant:\\n        clauses.append(\\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"); params.append(f\\\"%{merchant.lower()}%\\\")\\n    if rule:\\n        clauses.append(\\\"lower(COALESCE(rule_id,'') || ' ' || COALESCE(rule_name,'') || ' ' || COALESCE(review_reason,'')) LIKE ?\\\"); params.append(f\\\"%{rule.lower()}%\\\")\\n    if min_confidence:\\n        clauses.append(\\\"CAST(COALESCE(confidence,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(min_confidence)\\n    if date_from:\\n        clauses.append(\\\"transaction_date>=?\\\"); params.append(date_from)\\n    if date_to:\\n        clauses.append(\\\"transaction_date<=?\\\"); params.append(date_to)\\n    if amount_min:\\n        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(amount_min)\\n    if amount_max:\\n        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) <= CAST(? AS REAL)\\\"); params.append(amount_max)\\n    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n    sort_map = {\\\"date\\\": \\\"transaction_date\\\", \\\"merchant\\\": \\\"lower(COALESCE(merchant, description))\\\", \\\"category\\\": \\\"proposed_category_name\\\", \\\"confidence\\\": \\\"CAST(COALESCE(confidence,'0') AS REAL)\\\", \\\"source\\\": \\\"source_type\\\", \\\"status\\\": \\\"status\\\", \\\"created_at\\\": \\\"created_at\\\"}\\n    order_col = sort_map.get(sort_by, \\\"created_at\\\")\\n    direction = \\\"ASC\\\" if sort_dir.lower() == \\\"asc\\\" else \\\"DESC\\\"\\n    rows = conn.execute(f\\\"SELECT * FROM budget_transaction_candidates {where} ORDER BY {order_col} {direction}, created_at DESC LIMIT 500\\\", params).fetchall()\\n    return [row_to_dict(r) | {\\\"requires_review\\\": bool(r[\\\"requires_review\\\"])} for r in rows]\",\"old_string\":\"def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None) -> list[dict[str, Any]]:\\n    clauses=[]; params=[]\\n    if status:\\n        clauses.append(\\\"status=?\\\"); params.append(status)\\n    elif not tab:\\n        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','superseded')\\\")\\n    if tab:\\n        mapping = {\\n            \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\\n            \\\"subscriptions\\\": \\\"classification='subscription_auto'\\\",\\n            \\\"galaxus\\\": \\\"classification='galaxus_review'\\\",\\n            \\\"migros_over_50\\\": \\\"classification='migros_review_over_threshold'\\\",\\n            \\\"health\\\": \\\"classification='health_medical'\\\",\\n            \\\"auto_transport\\\": \\\"classification='auto_transport'\\\",\\n            \\\"shopping\\\": \\\"classification IN ('shopping','galaxus_review')\\\",\\n            \\\"pets\\\": \\\"classification='pets'\\\",\\n            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear')\\\",\\n            \\\"covered_by_migros\\\": \\\"status='covered_by_migros'\\\",\\n            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\n            \\\"transfers\\\": \\\"classification='transfer_candidate' OR status='transfer_candidate'\\\",\\n            \\\"bank\\\": \\\"source_type='bank_csv'\\\",\\n            \\\"income\\\": \\\"classification='income_candidate'\\\",\\n            \\\"ignored\\\": \\\"status IN ('ignored','covered_by_migros','superseded')\\\",\\n        }\\n        if tab in mapping:\\n            clauses.append(mapping[tab])\\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]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning patch service modifications**\n\nI need to set up a patch service and use the append function. It looks like I’ll also have to modify the list signature and might need to import confirm_create_category—though I wonder if avoiding that import could work? I should use SQL and audit as needed. I need to confirm that I require Decimal for exact sums. For tests, 9 + 11 should equal 20. I'll also need to create tags in confirm_budget_transaction. It's important I handle the filtering parameters correctly for the patch function.",
      "reasoning_content": "**Planning patch service modifications**\n\nI need to set up a patch service and use the append function. It looks like I’ll also have to modify the list signature and might need to import confirm_create_category—though I wonder if avoiding that import could work? I should use SQL and audit as needed. I need to confirm that I require Decimal for exact sums. For tests, 9 + 11 should equal 20. I'll also need to create tags in confirm_budget_transaction. It's important I handle the filtering parameters correctly for the patch function.",
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          "id": "rs_064af6ee3d6528eb016a09c9161af88191a68ea1833119577d",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning patch service modifications**\n\nI need to set up a patch service and use the append function. It looks like I’ll also have to modify the list signature and might need to import confirm_create_category—though I wonder if avoiding that import could work? I should use SQL and audit as needed. I need to confirm that I require Decimal for exact sums. For tests, 9 + 11 should equal 20. I'll also need to create tags in confirm_budget_transaction. It's important I handle the filtering parameters correctly for the patch function."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n@@ -553,7 +553,7 @@\\n     return {\\\"candidate_count\\\": created, \\\"income_candidate_count\\\": income, \\\"transfer_candidate_count\\\": transfer, \\\"review_required_count\\\": review, \\\"possible_duplicate_count\\\": dup_count}\\n \\n \\n-def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None) -> list[dict[str, Any]]:\\n+def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\") -> list[dict[str, Any]]:\\n     clauses=[]; params=[]\\n     if status:\\n         clauses.append(\\\"status=?\\\"); params.append(status)\\n@@ -570,7 +570,7 @@\\n             \\\"auto_transport\\\": \\\"classification='auto_transport'\\\",\\n             \\\"shopping\\\": \\\"classification IN ('shopping','galaxus_review')\\\",\\n             \\\"pets\\\": \\\"classification='pets'\\\",\\n-            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear')\\\",\\n+            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear','legacy_csv_seed','card_uncategorized')\\\",\\n             \\\"covered_by_migros\\\": \\\"status='covered_by_migros'\\\",\\n             \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\n             \\\"transfers\\\": \\\"classification='transfer_candidate' OR status='transfer_candidate'\\\",\\n@@ -580,8 +580,29 @@\\n         }\\n         if tab in mapping:\\n             clauses.append(mapping[tab])\\n+    if source_type:\\n+        clauses.append(\\\"source_type=?\\\"); params.append(source_type)\\n+    if category_id:\\n+        clauses.append(\\\"proposed_category_id=?\\\"); params.append(category_id)\\n+    if merchant:\\n+        clauses.append(\\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"); params.append(f\\\"%{merchant.lower()}%\\\")\\n+    if rule:\\n+        clauses.append(\\\"lower(COALESCE(rule_id,'') || ' ' || COALESCE(rule_name,'') || ' ' || COALESCE(review_reason,'')) LIKE ?\\\"); params.append(f\\\"%{rule.lower()}%\\\")\\n+    if min_confidence:\\n+        clauses.append(\\\"CAST(COALESCE(confidence,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(min_confidence)\\n+    if date_from:\\n+        clauses.append(\\\"transaction_date>=?\\\"); params.append(date_from)\\n+    if date_to:\\n+        clauses.append(\\\"transaction_date<=?\\\"); params.append(date_to)\\n+    if amount_min:\\n+        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(amount_min)\\n+    if amount_max:\\n+        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) <= CAST(? AS REAL)\\\"); params.append(amount_max)\\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+    sort_map = {\\\"date\\\": \\\"transaction_date\\\", \\\"merchant\\\": \\\"lower(COALESCE(merchant, description))\\\", \\\"category\\\": \\\"proposed_category_name\\\", \\\"confidence\\\": \\\"CAST(COALESCE(confidence,'0') AS REAL)\\\", \\\"source\\\": \\\"source_type\\\", \\\"status\\\": \\\"status\\\", \\\"created_at\\\": \\\"created_at\\\"}\\n+    order_col = sort_map.get(sort_by, \\\"created_at\\\")\\n+    direction = \\\"ASC\\\" if sort_dir.lower() == \\\"asc\\\" else \\\"DESC\\\"\\n+    rows = conn.execute(f\\\"SELECT * FROM budget_transaction_candidates {where} ORDER BY {order_col} {direction}, 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 \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
      "tool_call_id": "call_eKyWiJO34jdansXSrdhVPjf6"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_RsM5R7rvTfOYMQwgqXgDhRS5",
          "call_id": "call_RsM5R7rvTfOYMQwgqXgDhRS5",
          "response_item_id": "fc_064af6ee3d6528eb016a09c93a7c688191b1110a81df51cbb2",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def review_candidate_summary(conn: Connection) -> dict[str, int]:\\n    rows = conn.execute(\\\"SELECT status, classification, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE status NOT IN ('confirmed','ignored','superseded')\\\").fetchall()\\n    def count(pred):\\n        return sum(1 for r in rows if pred(r))\\n    return {\\n        \\\"open_total\\\": count(lambda r: r[\\\"status\\\"] != \\\"covered_by_migros\\\"),\\n        \\\"auto_categorized\\\": count(lambda r: r[\\\"status\\\"] in {\\\"pending\\\", \\\"auto_categorized\\\"} and not bool(r[\\\"requires_review\\\"])),\\n        \\\"review_needed\\\": count(lambda r: bool(r[\\\"requires_review\\\"])),\\n        \\\"galaxus_digitec\\\": count(lambda r: r[\\\"classification\\\"] == \\\"galaxus_review\\\"),\\n        \\\"migros_over_50\\\": count(lambda r: r[\\\"classification\\\"] == \\\"migros_review_over_threshold\\\"),\\n        \\\"covered_by_migros\\\": count(lambda r: r[\\\"status\\\"] == \\\"covered_by_migros\\\"),\\n        \\\"unclear\\\": count(lambda r: r[\\\"classification\\\"] in {\\\"admin_other\\\", \\\"unclear\\\", \\\"legacy_csv_seed\\\", \\\"card_uncategorized\\\"}),\\n        \\\"possible_duplicates\\\": count(lambda r: r[\\\"status\\\"] in {\\\"duplicate\\\", \\\"duplicate_candidate\\\"} or bool(r[\\\"duplicate_of_transaction_id\\\"])),\\n    }\\n\\n\\ndef preview_batch_confirm_candidates(conn: Connection, *, candidate_ids: list[str], account_id: str) -> dict[str, Any]:\\n    rows = []\\n    conflicts = []\\n    categories: dict[str, int] = {}\\n    for cid in candidate_ids:\\n        row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n        if not row:\\n            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": \\\"missing\\\"}); continue\\n        if row[\\\"status\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": f\\\"not_confirmable:{row['status']}\\\"}); continue\\n        try:\\n            preview_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id, \\\"category_id\\\": row[\\\"proposed_category_id\\\"]})\\n        except Exception as exc:\\n            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": str(exc)}); continue\\n        rows.append(row)\\n        categories[str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\")] = categories.get(str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\"), 0) + 1\\n    preview_id = new_id(\\\"batchprev\\\")\\n    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates_preview\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id, new_values={\\\"count\\\": len(rows), \\\"conflicts\\\": len(conflicts), \\\"categories\\\": categories}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"preview_id\\\": preview_id, \\\"count\\\": len(rows), \\\"categories\\\": categories, \\\"conflicts\\\": conflicts, \\\"requires_explicit_confirm\\\": True}\\n\\n\\ndef batch_mark_candidates(conn: Connection, *, candidate_ids: list[str], action: str, account_id: str | None = None, category_id: str | None = None, preview_id: str | None = None, note: str | None = None) -> dict[str, int | str]:\\n    counts = {\\\"updated_count\\\": 0, \\\"confirmed_count\\\": 0, \\\"ignored_count\\\": 0, \\\"reopened_count\\\": 0, \\\"transfer_count\\\": 0, \\\"covered_by_migros_count\\\": 0, \\\"skipped_count\\\": 0}\\n    if action == \\\"confirm\\\" and not preview_id:\\n        raise HTTPException(status_code=422, detail=\\\"batch confirm requires preview_id\\\")\\n    for cid in candidate_ids:\\n        try:\\n            if action == \\\"category\\\":\\n                if not category_id: raise HTTPException(status_code=422, detail=\\\"category_id required\\\")\\n                update_transaction_candidate_category(conn, cid, category_id, note or \\\"Batch category assignment\\\"); counts[\\\"updated_count\\\"] += 1\\n            elif action == \\\"confirm\\\":\\n                confirm_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id}); counts[\\\"confirmed_count\\\"] += 1\\n            elif action == \\\"ignore\\\":\\n                ignore_transaction_candidate(conn, cid, note or \\\"Batch ignore\\\"); counts[\\\"ignored_count\\\"] += 1\\n            elif action == \\\"reopen\\\":\\n                reopen_transaction_candidate(conn, cid, note or \\\"Batch reopen\\\"); counts[\\\"reopened_count\\\"] += 1\\n            elif action == \\\"transfer\\\":\\n                mark_candidate_transfer(conn, cid, note or \\\"Batch transfer\\\"); counts[\\\"transfer_count\\\"] += 1\\n            elif action == \\\"covered_by_migros\\\":\\n                ts = now(); row = conn.execute(\\\"SELECT status FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n                if not row: raise HTTPException(status_code=404, detail=\\\"candidate not found\\\")\\n                conn.execute(\\\"UPDATE budget_transaction_candidates SET status='covered_by_migros', classification='covered_by_migros', covered_by_source='migros_csv', requires_review=0, review_reason='user_batch_marked_covered_by_migros', updated_at=? WHERE transaction_candidate_id=?\\\", (ts, cid))\\n                record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"mark_covered_by_migros\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=cid, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"covered_by_migros\\\"}, created_by=\\\"user\\\")\\n                counts[\\\"covered_by_migros_count\\\"] += 1\\n            else:\\n                raise HTTPException(status_code=422, detail=\\\"invalid batch action\\\")\\n        except Exception:\\n            counts[\\\"skipped_count\\\"] += 1\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates\\\" if action == \\\"confirm\\\" else f\\\"batch_{action}_candidates\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id or \\\"batch\\\", new_values=counts | {\\\"candidate_count\\\": len(candidate_ids)}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return counts | {\\\"audit_id\\\": audit_id}\\n\\n\\ndef confirm_candidate_split(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\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n        raise HTTPException(status_code=409, detail=\\\"candidate is not splittable\\\")\\n    splits = payload.get(\\\"splits\\\") or []\\n    if not payload.get(\\\"account_id\\\"):\\n        raise HTTPException(status_code=422, detail=\\\"account_id required\\\")\\n    if not splits:\\n        raise HTTPException(status_code=422, detail=\\\"splits required\\\")\\n    total = sum(Decimal(_decimal_text(s.get(\\\"amount_original\\\")) or \\\"0\\\") for s in splits)\\n    candidate_amount = Decimal(str(row[\\\"amount_original\\\"] or \\\"0\\\"))\\n    if total != candidate_amount:\\n        raise HTTPException(status_code=422, detail=\\\"split sum must match candidate amount\\\")\\n    group_id = new_id(\\\"splitgrp\\\")\\n    ts = now()\\n    created_ids = []\\n    conn.execute(\\\"DELETE FROM budget_candidate_splits WHERE transaction_candidate_id=?\\\", (candidate_id,))\\n    for idx, split in enumerate(splits, start=1):\\n        amount = _decimal_text(split.get(\\\"amount_original\\\"))\\n        cat = split.get(\\\"category_id\\\")\\n        if not cat or not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cat,)).fetchone():\\n            raise HTTPException(status_code=422, detail=\\\"active split category required\\\")\\n        result = confirm_budget_transaction(conn, {\\n            \\\"account_id\\\": payload[\\\"account_id\\\"], \\\"transaction_type\\\": payload.get(\\\"transaction_type\\\") or \\\"expense\\\", \\\"transaction_date\\\": row[\\\"transaction_date\\\"],\\n            \\\"description\\\": f\\\"{row['description']} · Split {idx}\\\", \\\"amount_original\\\": amount, \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n            \\\"category_id\\\": cat, \\\"source_type\\\": \\\"import_candidate\\\", \\\"source_candidate_id\\\": candidate_id,\\n            \\\"notes\\\": f\\\"Split group {group_id}: {split.get('note') or ''}\\\", \\\"tag_names\\\": [split.get(\\\"tag\\\")] if split.get(\\\"tag\\\") else [],\\n        })\\n        created_ids.append(result[\\\"entity_id\\\"])\\n        conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, tag_name, confirmed_transaction_id, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, cat, amount, split.get(\\\"note\\\"), split.get(\\\"tag\\\"), result[\\\"entity_id\\\"], ts, ts))\\n    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (group_id, ts, ts, candidate_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\\n\\n\\ndef create_review_category_for_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n    if not conn.execute(\\\"SELECT 1 FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone():\\n        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n    if not name:\\n        raise HTTPException(status_code=422, detail=\\\"category name required\\\")\\n    ts = now(); category_id = new_id(\\\"bcat\\\")\\n    conn.execute(\\\"INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at) VALUES (?, ?, ?, ?, NULL, NULL, 1, 999, ?, ?)\\\", (category_id, payload.get(\\\"parent_category_id\\\") or None, name, payload.get(\\\"category_type\\\") or \\\"expense\\\", ts, ts))\\n    update_transaction_candidate_category(conn, candidate_id, category_id, \\\"Created from review\\\")\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"review_category_created\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, new_values={\\\"name\\\": name, \\\"candidate_id\\\": candidate_id}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"created\\\", \\\"category_id\\\": category_id, \\\"audit_id\\\": audit_id}\\n\\n\\ndef create_budget_rule(conn: Connection, payload: dict[str, Any]) -> dict[str, Any]:\\n    text = str(payload.get(\\\"merchant_contains\\\") or \\\"\\\").strip()\\n    if not text:\\n        raise HTTPException(status_code=422, detail=\\\"merchant_contains required\\\")\\n    target_status = payload.get(\\\"target_status\\\") or \\\"review\\\"\\n    if target_status not in {\\\"auto\\\", \\\"review\\\"}:\\n        raise HTTPException(status_code=422, detail=\\\"invalid target_status\\\")\\n    rule_id = new_id(\\\"brule\\\"); ts = now()\\n    conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, source_type, category_id, target_status, is_active, created_at, updated_at) VALUES (?, ?, ?, ?, ?, 1, ?, ?)\\\", (rule_id, text, payload.get(\\\"source_type\\\") or None, payload.get(\\\"category_id\\\") or None, target_status, ts, ts))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_created\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"merchant_contains\\\": text, \\\"target_status\\\": target_status}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"created\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n\\n\\ndef list_budget_rules(conn: Connection, *, include_inactive: bool = False) -> list[dict[str, Any]]:\\n    where = \\\"\\\" if include_inactive else \\\"WHERE r.is_active=1\\\"\\n    rows = conn.execute(f\\\"SELECT r.*, c.name AS category_name FROM budget_review_rules r LEFT JOIN budget_categories c ON c.category_id=r.category_id {where} ORDER BY r.created_at DESC\\\").fetchall()\\n    return [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"])} for r in rows]\\n\\n\\ndef _rule_match_rows(conn: Connection, rule_id: str):\\n    rule = conn.execute(\\\"SELECT * FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n    if not rule:\\n        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n    clauses = [\\\"status NOT IN ('confirmed','ignored','covered_by_migros','superseded')\\\", \\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"]\\n    params: list[Any] = [f\\\"%{str(rule['merchant_contains']).lower()}%\\\"]\\n    if rule[\\\"source_type\\\"]:\\n        clauses.append(\\\"source_type=?\\\"); params.append(rule[\\\"source_type\\\"])\\n    return rule, conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE \\\" + \\\" AND \\\".join(clauses), params).fetchall()\\n\\n\\ndef test_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n    rule, rows = _rule_match_rows(conn, rule_id)\\n    return {\\\"rule_id\\\": rule_id, \\\"match_count\\\": len(rows), \\\"would_set_category\\\": rule[\\\"category_id\\\"], \\\"would_set_status\\\": rule[\\\"target_status\\\"]}\\n\\n\\ndef apply_budget_rules_to_open_candidates(conn: Connection, rule_id: str) -> dict[str, Any]:\\n    rule, rows = _rule_match_rows(conn, rule_id)\\n    if not rule[\\\"is_active\\\"]:\\n        raise HTTPException(status_code=409, detail=\\\"rule inactive\\\")\\n    status = \\\"auto_categorized\\\" if rule[\\\"target_status\\\"] == \\\"auto\\\" else \\\"needs_review\\\"\\n    requires_review = 0 if rule[\\\"target_status\\\"] == \\\"auto\\\" else 1\\n    cname = _category_name(conn, rule[\\\"category_id\\\"])\\n    ts = now(); updated = 0\\n    for row in rows:\\n        conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, status=?, requires_review=?, rule_id=?, rule_name=?, review_reason='rule_mvp_suggestion_only', confidence='0.82', updated_at=? WHERE transaction_candidate_id=?\\\", (rule[\\\"category_id\\\"], cname, status, requires_review, rule_id, f\\\"Regel: enthält {rule['merchant_contains']}\\\", ts, row[\\\"transaction_candidate_id\\\"]))\\n        updated += 1\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_applied_to_candidates\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"updated_count\\\": updated, \\\"productive_transaction_count\\\": 0}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"updated_count\\\": updated, \\\"audit_id\\\": audit_id, \\\"productive_transaction_count\\\": 0}\\n\\n\\ndef deactivate_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT is_active FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n    if not row:\\n        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n    ts = now(); conn.execute(\\\"UPDATE budget_review_rules SET is_active=0, updated_at=? WHERE rule_id=?\\\", (ts, rule_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_deactivated\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, old_values={\\\"is_active\\\": row[\\\"is_active\\\"]}, new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n    conn.commit(); return {\\\"status\\\": \\\"deactivated\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n\\n\\ndef cleanup_migros_article_candidates(conn: Connection, *, dry_run: bool = True) -> dict[str, int]:\",\"old_string\":\"def cleanup_migros_article_candidates(conn: Connection, *, dry_run: bool = True) -> dict[str, int]:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n@@ -804,6 +804,189 @@\\n     return {\\\"confirmed_count\\\": confirmed, \\\"skipped_count\\\": skipped}\\n \\n \\n+def review_candidate_summary(conn: Connection) -> dict[str, int]:\\n+    rows = conn.execute(\\\"SELECT status, classification, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE status NOT IN ('confirmed','ignored','superseded')\\\").fetchall()\\n+    def count(pred):\\n+        return sum(1 for r in rows if pred(r))\\n+    return {\\n+        \\\"open_total\\\": count(lambda r: r[\\\"status\\\"] != \\\"covered_by_migros\\\"),\\n+        \\\"auto_categorized\\\": count(lambda r: r[\\\"status\\\"] in {\\\"pending\\\", \\\"auto_categorized\\\"} and not bool(r[\\\"requires_review\\\"])),\\n+        \\\"review_needed\\\": count(lambda r: bool(r[\\\"requires_review\\\"])),\\n+        \\\"galaxus_digitec\\\": count(lambda r: r[\\\"classification\\\"] == \\\"galaxus_review\\\"),\\n+        \\\"migros_over_50\\\": count(lambda r: r[\\\"classification\\\"] == \\\"migros_review_over_threshold\\\"),\\n+        \\\"covered_by_migros\\\": count(lambda r: r[\\\"status\\\"] == \\\"covered_by_migros\\\"),\\n+        \\\"unclear\\\": count(lambda r: r[\\\"classification\\\"] in {\\\"admin_other\\\", \\\"unclear\\\", \\\"legacy_csv_seed\\\", \\\"card_uncategorized\\\"}),\\n+        \\\"possible_duplicates\\\": count(lambda r: r[\\\"status\\\"] in {\\\"duplicate\\\", \\\"duplicate_candidate\\\"} or bool(r[\\\"duplicate_of_transaction_id\\\"])),\\n+    }\\n+\\n+\\n+def preview_batch_confirm_candidates(conn: Connection, *, candidate_ids: list[str], account_id: str) -> dict[str, Any]:\\n+    rows = []\\n+    conflicts = []\\n+    categories: dict[str, int] = {}\\n+    for cid in candidate_ids:\\n+        row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n+        if not row:\\n+            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": \\\"missing\\\"}); continue\\n+        if row[\\\"status\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n+            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": f\\\"not_confirmable:{row['status']}\\\"}); continue\\n+        try:\\n+            preview_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id, \\\"category_id\\\": row[\\\"proposed_category_id\\\"]})\\n+        except Exception as exc:\\n+            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": str(exc)}); continue\\n+        rows.append(row)\\n+        categories[str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\")] = categories.get(str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\"), 0) + 1\\n+    preview_id = new_id(\\\"batchprev\\\")\\n+    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates_preview\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id, new_values={\\\"count\\\": len(rows), \\\"conflicts\\\": len(conflicts), \\\"categories\\\": categories}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"preview_id\\\": preview_id, \\\"count\\\": len(rows), \\\"categories\\\": categories, \\\"conflicts\\\": conflicts, \\\"requires_explicit_confirm\\\": True}\\n+\\n+\\n+def batch_mark_candidates(conn: Connection, *, candidate_ids: list[str], action: str, account_id: str | None = None, category_id: str | None = None, preview_id: str | None = None, note: str | None = None) -> dict[str, int | str]:\\n+    counts = {\\\"updated_count\\\": 0, \\\"confirmed_count\\\": 0, \\\"ignored_count\\\": 0, \\\"reopened_count\\\": 0, \\\"transfer_count\\\": 0, \\\"covered_by_migros_count\\\": 0, \\\"skipped_count\\\": 0}\\n+    if action == \\\"confirm\\\" and not preview_id:\\n+        raise HTTPException(status_code=422, detail=\\\"batch confirm requires preview_id\\\")\\n+    for cid in candidate_ids:\\n+        try:\\n+            if action == \\\"category\\\":\\n+                if not category_id: raise HTTPException(status_code=422, detail=\\\"category_id required\\\")\\n+                update_transaction_candidate_category(conn, cid, category_id, note or \\\"Batch category assignment\\\"); counts[\\\"updated_count\\\"] += 1\\n+            elif action == \\\"confirm\\\":\\n+                confirm_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id}); counts[\\\"confirmed_count\\\"] += 1\\n+            elif action == \\\"ignore\\\":\\n+                ignore_transaction_candidate(conn, cid, note or \\\"Batch ignore\\\"); counts[\\\"ignored_count\\\"] += 1\\n+            elif action == \\\"reopen\\\":\\n+                reopen_transaction_candidate(conn, cid, note or \\\"Batch reopen\\\"); counts[\\\"reopened_count\\\"] += 1\\n+            elif action == \\\"transfer\\\":\\n+                mark_candidate_transfer(conn, cid, note or \\\"Batch transfer\\\"); counts[\\\"transfer_count\\\"] += 1\\n+            elif action == \\\"covered_by_migros\\\":\\n+                ts = now(); row = conn.execute(\\\"SELECT status FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n+                if not row: raise HTTPException(status_code=404, detail=\\\"candidate not found\\\")\\n+                conn.execute(\\\"UPDATE budget_transaction_candidates SET status='covered_by_migros', classification='covered_by_migros', covered_by_source='migros_csv', requires_review=0, review_reason='user_batch_marked_covered_by_migros', updated_at=? WHERE transaction_candidate_id=?\\\", (ts, cid))\\n+                record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"mark_covered_by_migros\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=cid, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"covered_by_migros\\\"}, created_by=\\\"user\\\")\\n+                counts[\\\"covered_by_migros_count\\\"] += 1\\n+            else:\\n+                raise HTTPException(status_code=422, detail=\\\"invalid batch action\\\")\\n+        except Exception:\\n+            counts[\\\"skipped_count\\\"] += 1\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates\\\" if action == \\\"confirm\\\" else f\\\"batch_{action}_candidates\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id or \\\"batch\\\", new_values=counts | {\\\"candidate_count\\\": len(candidate_ids)}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return counts | {\\\"audit_id\\\": audit_id}\\n+\\n+\\n+def confirm_candidate_split(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\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n+        raise HTTPException(status_code=409, detail=\\\"candidate is not splittable\\\")\\n+    splits = payload.get(\\\"splits\\\") or []\\n+    if not payload.get(\\\"account_id\\\"):\\n+        raise HTTPException(status_code=422, detail=\\\"account_id required\\\")\\n+    if not splits:\\n+        raise HTTPException(status_code=422, detail=\\\"splits required\\\")\\n+    total = sum(Decimal(_decimal_text(s.get(\\\"amount_original\\\")) or \\\"0\\\") for s in splits)\\n+    candidate_amount = Decimal(str(row[\\\"amount_original\\\"] or \\\"0\\\"))\\n+    if total != candidate_amount:\\n+        raise HTTPException(status_code=422, detail=\\\"split sum must match candidate amount\\\")\\n+    group_id = new_id(\\\"splitgrp\\\")\\n+    ts = now()\\n+    created_ids = []\\n+    conn.execute(\\\"DELETE FROM budget_candidate_splits WHERE transaction_candidate_id=?\\\", (candidate_id,))\\n+    for idx, split in enumerate(splits, start=1):\\n+        amount = _decimal_text(split.get(\\\"amount_original\\\"))\\n+        cat = split.get(\\\"category_id\\\")\\n+        if not cat or not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cat,)).fetchone():\\n+            raise HTTPException(status_code=422, detail=\\\"active split category required\\\")\\n+        result = confirm_budget_transaction(conn, {\\n+            \\\"account_id\\\": payload[\\\"account_id\\\"], \\\"transaction_type\\\": payload.get(\\\"transaction_type\\\") or \\\"expense\\\", \\\"transaction_date\\\": row[\\\"transaction_date\\\"],\\n+            \\\"description\\\": f\\\"{row['description']} · Split {idx}\\\", \\\"amount_original\\\": amount, \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n+            \\\"category_id\\\": cat, \\\"source_type\\\": \\\"import_candidate\\\", \\\"source_candidate_id\\\": candidate_id,\\n+            \\\"notes\\\": f\\\"Split group {group_id}: {split.get('note') or ''}\\\", \\\"tag_names\\\": [split.get(\\\"tag\\\")] if split.get(\\\"tag\\\") else [],\\n+        })\\n+        created_ids.append(result[\\\"entity_id\\\"])\\n+        conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, tag_name, confirmed_transaction_id, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, cat, amount, split.get(\\\"note\\\"), split.get(\\\"tag\\\"), result[\\\"entity_id\\\"], ts, ts))\\n+    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (group_id, ts, ts, candidate_id))\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\\n+\\n+\\n+def create_review_category_for_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n+    if not conn.execute(\\\"SELECT 1 FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone():\\n+        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n+    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n+    if not name:\\n+        raise HTTPException(status_code=422, detail=\\\"category name required\\\")\\n+    ts = now(); category_id = new_id(\\\"bcat\\\")\\n+    conn.execute(\\\"INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at) VALUES (?, ?, ?, ?, NULL, NULL, 1, 999, ?, ?)\\\", (category_id, payload.get(\\\"parent_category_id\\\") or None, name, payload.get(\\\"category_type\\\") or \\\"expense\\\", ts, ts))\\n+    update_transaction_candidate_category(conn, candidate_id, category_id, \\\"Created from review\\\")\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"review_category_created\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, new_values={\\\"name\\\": name, \\\"candidate_id\\\": candidate_id}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"created\\\", \\\"category_id\\\": category_id, \\\"audit_id\\\": audit_id}\\n+\\n+\\n+def create_budget_rule(conn: Connection, payload: dict[str, Any]) -> dict[str, Any]:\\n+    text = str(payload.get(\\\"merchant_contains\\\") or \\\"\\\").strip()\\n+    if not text:\\n+        raise HTTPException(status_code=422, detail=\\\"merchant_contains required\\\")\\n+    target_status = payload.get(\\\"target_status\\\") or \\\"review\\\"\\n+    if target_status not in {\\\"auto\\\", \\\"review\\\"}:\\n+        raise HTTPException(status_code=422, detail=\\\"invalid target_status\\\")\\n+    rule_id = new_id(\\\"brule\\\"); ts = now()\\n+    conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, source_type, category_id, target_status, is_active, created_at, updated_at) VALUES (?, ?, ?, ?, ?, 1, ?, ?)\\\", (rule_id, text, payload.get(\\\"source_type\\\") or None, payload.get(\\\"category_id\\\") or None, target_status, ts, ts))\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_created\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"merchant_contains\\\": text, \\\"target_status\\\": target_status}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"created\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n+\\n+\\n+def list_budget_rules(conn: Connection, *, include_inactive: bool = False) -> list[dict[str, Any]]:\\n+    where = \\\"\\\" if include_inactive else \\\"WHERE r.is_active=1\\\"\\n+    rows = conn.execute(f\\\"SELECT r.*, c.name AS category_name FROM budget_review_rules r LEFT JOIN budget_categories c ON c.category_id=r.category_id {where} ORDER BY r.created_at DESC\\\").fetchall()\\n+    return [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"])} for r in rows]\\n+\\n+\\n+def _rule_match_rows(conn: Connection, rule_id: str):\\n+    rule = conn.execute(\\\"SELECT * FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n+    if not rule:\\n+        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n+    clauses = [\\\"status NOT IN ('confirmed','ignored','covered_by_migros','superseded')\\\", \\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"]\\n+    params: list[Any] = [f\\\"%{str(rule['merchant_contains']).lower()}%\\\"]\\n+    if rule[\\\"source_type\\\"]:\\n+        clauses.append(\\\"source_type=?\\\"); params.append(rule[\\\"source_type\\\"])\\n+    return rule, conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE \\\" + \\\" AND \\\".join(clauses), params).fetchall()\\n+\\n+\\n+def test_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n+    rule, rows = _rule_match_rows(conn, rule_id)\\n+    return {\\\"rule_id\\\": rule_id, \\\"match_count\\\": len(rows), \\\"would_set_category\\\": rule[\\\"category_id\\\"], \\\"would_set_status\\\": rule[\\\"target_status\\\"]}\\n+\\n+\\n+def apply_budget_rules_to_open_candidates(conn: Connection, rule_id: str) -> dict[str, Any]:\\n+    rule, rows = _rule_match_rows(conn, rule_id)\\n+    if not rule[\\\"is_active\\\"]:\\n+        raise HTTPException(status_code=409, detail=\\\"rule inactive\\\")\\n+    status = \\\"auto_categorized\\\" if rule[\\\"target_status\\\"] == \\\"auto\\\" else \\\"needs_review\\\"\\n+    requires_review = 0 if rule[\\\"target_status\\\"] == \\\"auto\\\" else 1\\n+    cname = _category_name(conn, rule[\\\"category_id\\\"])\\n+    ts = now(); updated = 0\\n+    for row in rows:\\n+        conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, status=?, requires_review=?, rule_id=?, rule_name=?, review_reason='rule_mvp_suggestion_only', confidence='0.82', updated_at=? WHERE transaction_candidate_id=?\\\", (rule[\\\"category_id\\\"], cname, status, requires_review, rule_id, f\\\"Regel: enthält {rule['merchant_contains']}\\\", ts, row[\\\"transaction_candidate_id\\\"]))\\n+        updated += 1\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_applied_to_candidates\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"updated_count\\\": updated, \\\"productive_transaction_count\\\": 0}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"updated_count\\\": updated, \\\"audit_id\\\": audit_id, \\\"productive_transaction_count\\\": 0}\\n+\\n+\\n+def deactivate_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n+    row = conn.execute(\\\"SELECT is_active FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n+    if not row:\\n+        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n+    ts = now(); conn.execute(\\\"UPDATE budget_review_rules SET is_active=0, updated_at=? WHERE rule_id=?\\\", (ts, rule_id))\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_deactivated\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, old_values={\\\"is_active\\\": row[\\\"is_active\\\"]}, new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n+    conn.commit(); return {\\\"status\\\": \\\"deactivated\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n+\\n+\\n def cleanup_migros_article_candidates(conn: Connection, *, dry_run: bool = True) -> dict[str, int]:\\n     where = \\\"\\\"\\\"\\n         status IN ('pending','needs_review','duplicate')\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_RsM5R7rvTfOYMQwgqXgDhRS5"
    },
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      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "id": "call_2LJLi5xg1RTmCbDecGWECI3U",
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            "name": "terminal",
            "arguments": "{\"command\":\"unset JARVIS_FINANCE_DB_PATH\\npytest tests/unit/test_budget_phase19_review_productivity.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "{\"output\": \"E..F..                                                                   [100%]\\n==================================== ERRORS ====================================\\n______________________ ERROR at setup of test_budget_rule ______________________\\nfile /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py, line 960\\n  def test_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\nE       fixture 'conn' not found\\n>       available fixtures: _class_scoped_runner, _function_scoped_runner, _module_scoped_runner, _package_scoped_runner, _session_faker, _session_scoped_runner, anyio_backend, anyio_backend_name, anyio_backend_options, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, capteesys, doctest_namespace, event_loop_policy, faker, free_tcp_port, free_tcp_port_factory, free_udp_port, free_udp_port_factory, monkeypatch, pytestconfig, record_property, record_testsuite_property, record_xml_attribute, recwarn, subtests, testrun_uid, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory, worker_id\\n>       use 'pytest --fixtures [testpath]' for help on them.\\n\\n/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py:960\\n=================================== FAILURES ===================================\\n____ test_phase19_split_sum_blocks_and_confirm_creates_linked_transactions _____\\n\\n    def test_phase19_split_sum_blocks_and_confirm_creates_linked_transactions() -> None:\\n        conn = db(); account, food, subs, _health = setup_base(conn)\\n        seed_credit_card_candidates_from_rows(conn, [{\\\"Datum\\\": \\\"2026-02-02\\\", \\\"Beschreibung\\\": \\\"Galaxus Zürich\\\", \\\"Betrag\\\": \\\"20.00\\\"}], source_file_label=\\\"phase19_card.csv\\\", subscription_category_id=subs)\\n        cid = list_transaction_candidates(conn, tab=\\\"galaxus\\\")[0][\\\"transaction_candidate_id\\\"]\\n        with pytest.raises(HTTPException):\\n            confirm_candidate_split(conn, cid, {\\\"account_id\\\": account, \\\"splits\\\": [{\\\"category_id\\\": food, \\\"amount_original\\\": \\\"9.00\\\"}]})\\n>       result = confirm_candidate_split(conn, cid, {\\\"account_id\\\": account, \\\"splits\\\": [\\n            {\\\"category_id\\\": food, \\\"amount_original\\\": \\\"9.00\\\", \\\"note\\\": \\\"Teil A\\\", \\\"tag\\\": \\\"Split\\\"},\\n            {\\\"category_id\\\": subs, \\\"amount_original\\\": \\\"11.00\\\", \\\"note\\\": \\\"Teil B\\\"},\\n        ]})\\n\\ntests/unit/test_budget_phase19_review_productivity.py:79: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7688afd88c70>\\ncandidate_id = 'btxcand_52e0d512e0f77e45cd2d9d74'\\npayload = {'account_id': 'bacc_e62e978a17884453', 'splits': [{'amount_original': '9.00', 'category_id': 'bcat_5b266f3ab31947ec', 'note': 'Teil A', 'tag': 'Split'}, {'amount_original': '11.00', 'category_id': 'bcat_leisure_subs', 'note': 'Teil B'}]}\\n\\n    def confirm_candidate_split(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\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n            raise HTTPException(status_code=409, detail=\\\"candidate is not splittable\\\")\\n        splits = payload.get(\\\"splits\\\") or []\\n        if not payload.get(\\\"account_id\\\"):\\n            raise HTTPException(status_code=422, detail=\\\"account_id required\\\")\\n        if not splits:\\n            raise HTTPException(status_code=422, detail=\\\"splits required\\\")\\n        total = sum(Decimal(_decimal_text(s.get(\\\"amount_original\\\")) or \\\"0\\\") for s in splits)\\n        candidate_amount = Decimal(str(row[\\\"amount_original\\\"] or \\\"0\\\"))\\n        if total != candidate_amount:\\n            raise HTTPException(status_code=422, detail=\\\"split sum must match candidate amount\\\")\\n        group_id = new_id(\\\"splitgrp\\\")\\n        ts = now()\\n        created_ids = []\\n        conn.execute(\\\"DELETE FROM budget_candidate_splits WHERE transaction_candidate_id=?\\\", (candidate_id,))\\n        for idx, split in enumerate(splits, start=1):\\n            amount = _decimal_text(split.get(\\\"amount_original\\\"))\\n            cat = split.get(\\\"category_id\\\")\\n            if not cat or not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cat,)).fetchone():\\n                raise HTTPException(status_code=422, detail=\\\"active split category required\\\")\\n            result = confirm_budget_transaction(conn, {\\n                \\\"account_id\\\": payload[\\\"account_id\\\"], \\\"transaction_type\\\": payload.get(\\\"transaction_type\\\") or \\\"expense\\\", \\\"transaction_date\\\": row[\\\"transaction_date\\\"],\\n                \\\"description\\\": f\\\"{row['description']} · Split {idx}\\\", \\\"amount_original\\\": amount, \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n                \\\"category_id\\\": cat, \\\"source_type\\\": \\\"import_candidate\\\", \\\"source_candidate_id\\\": candidate_id,\\n                \\\"notes\\\": f\\\"Split group {group_id}: {split.get('note') or ''}\\\", \\\"tag_names\\\": [split.get(\\\"tag\\\")] if split.get(\\\"tag\\\") else [],\\n            })\\n            created_ids.append(result[\\\"entity_id\\\"])\\n            conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, tag_name, confirmed_transaction_id, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, cat, amount, split.get(\\\"note\\\"), split.get(\\\"tag\\\"), result[\\\"entity_id\\\"], ts, ts))\\n>       conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (group_id, ts, ts, candidate_id))\\nE       sqlite3.IntegrityError: FOREIGN KEY constraint failed\\n\\nsrc/jarvis_finance/services/budget_imports.py:909: IntegrityError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_phase19_review_productivity.py::test_phase19_split_sum_blocks_and_confirm_creates_linked_transactions\\nERROR tests/unit/test_budget_phase19_review_productivity.py::test_budget_rule\\n1 failed, 4 passed, 1 error in 0.49s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        created_ids.append(result[\\\"entity_id\\\"])\\n        conn.execute(\\\"INSERT INTO budget_candidate_splits\",\"old_string\":\"        created_ids.append(result[\\\"entity_id\\\"])\\n        conn.execute(\\\"INSERT INTO budget_candidate_splits\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
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    },
    {
      "role": "tool",
      "content": "{\"success\": false, \"error\": \"old_string and new_string are identical\"}",
      "tool_call_id": "call_dEtMFVZFs4upFixO1w9iyOtW"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_uRGwtRia4zq2EDcjolMOmqIh",
          "call_id": "call_uRGwtRia4zq2EDcjolMOmqIh",
          "response_item_id": "fc_064af6ee3d6528eb016a09c9c712d88191ab6b2fdbad3a1d33",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    primary_confirmed_id = created_ids[0] if created_ids else group_id\\n    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (primary_confirmed_id, ts, ts, candidate_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"primary_transaction_id\\\": primary_confirmed_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": primary_confirmed_id, \\\"split_group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\",\"old_string\":\"    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (group_id, ts, ts, candidate_id))\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n@@ -906,10 +906,11 @@\\n         })\\n         created_ids.append(result[\\\"entity_id\\\"])\\n         conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, tag_name, confirmed_transaction_id, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, cat, amount, split.get(\\\"note\\\"), split.get(\\\"tag\\\"), result[\\\"entity_id\\\"], ts, ts))\\n-    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (group_id, ts, ts, candidate_id))\\n-    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n-    conn.commit()\\n-    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\\n+    primary_confirmed_id = created_ids[0] if created_ids else group_id\\n+    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (primary_confirmed_id, ts, ts, candidate_id))\\n+    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"primary_transaction_id\\\": primary_confirmed_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n+    conn.commit()\\n+    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": primary_confirmed_id, \\\"split_group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\\n \\n \\n def create_review_category_for_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_uRGwtRia4zq2EDcjolMOmqIh"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_NS4THCF0hn9z6RQRG6E8NTgo",
          "call_id": "call_NS4THCF0hn9z6RQRG6E8NTgo",
          "response_item_id": "fc_064af6ee3d6528eb016a09c9d693ac8191b96cc3845354215d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    test_budget_rule as run_budget_rule,\",\"old_string\":\"    test_budget_rule,\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\n@@ -17,7 +17,7 @@\\n     review_candidate_summary,\\n     seed_credit_card_candidates_from_rows,\\n     seed_transaction_candidates_from_rows,\\n-    test_budget_rule,\\n+    test_budget_rule as run_budget_rule,\\n )\\n from jarvis_finance.services.budget_overview import get_budget_status_by_category\\n from jarvis_finance.services.budget_transactions import list_budget_transactions\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\\">\\nERROR [99:14] \\\"test_budget_rule\\\" is not defined [reportUndefinedVariable] (Pyright)\\n</diagnostics>\"}",
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      "content": "",
      "tool_calls": [
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          "id": "call_Ifucpzgx6OsUizCZZEzDbLwP",
          "call_id": "call_Ifucpzgx6OsUizCZZEzDbLwP",
          "response_item_id": "fc_064af6ee3d6528eb016a09c9e6115c8191934e0c5f9d027f0b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    tested = run_budget_rule(conn, rule[\\\"rule_id\\\"])\",\"old_string\":\"    tested = test_budget_rule(conn, rule[\\\"rule_id\\\"])\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\"}"
          }
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      ],
      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\\n@@ -96,7 +96,7 @@\\n     assert row[\\\"proposed_category_id\\\"] == created[\\\"category_id\\\"]\\n     rule = create_budget_rule(conn, {\\\"merchant_contains\\\": \\\"Apotheke\\\", \\\"source_type\\\": \\\"csv_seed\\\", \\\"category_id\\\": health, \\\"target_status\\\": \\\"review\\\"})\\n     assert list_budget_rules(conn)[0][\\\"is_active\\\"] is True\\n-    tested = test_budget_rule(conn, rule[\\\"rule_id\\\"])\\n+    tested = run_budget_rule(conn, rule[\\\"rule_id\\\"])\\n     assert tested[\\\"match_count\\\"] >= 1\\n     applied = apply_budget_rules_to_open_candidates(conn, rule[\\\"rule_id\\\"])\\n     assert applied[\\\"updated_count\\\"] >= 1\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_phase19_review_productivity.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"unset JARVIS_FINANCE_DB_PATH\\npytest tests/unit/test_budget_phase19_review_productivity.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "{\"output\": \".....                                                                    [100%]\\n5 passed in 0.46s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_uPEtzMfZww8E5Zw9A4wXipTg"
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    {
      "role": "assistant",
      "content": "Backend-Phase-1.9-Kerntests sind grün. Ich verdrahte jetzt API und UI.",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    apply_budget_rules_to_open_candidates,\\n    batch_confirm_safe_candidates,\\n    batch_mark_candidates,\\n    bulk_update_transaction_candidate_category,\\n    confirm_candidate_split,\\n    confirm_transaction_candidate,\\n    create_budget_rule,\\n    create_candidate_split,\\n    create_review_category_for_candidate,\\n    deactivate_budget_rule,\\n    ignore_transaction_candidate,\\n    list_budget_rules,\\n    list_transaction_candidates,\\n    mark_candidate_transfer,\\n    preview_batch_confirm_candidates,\\n    preview_safe_auto_candidates,\\n    preview_transaction_candidate,\\n    reopen_transaction_candidate,\\n    review_candidate_summary,\\n    seed_bank_transfer_candidates_from_rows,\\n    seed_credit_card_candidates_from_rows,\\n    seed_migros_candidates_from_rows,\\n    seed_transaction_candidates_from_csv_text,\\n    seed_transaction_candidates_from_rows,\\n    test_budget_rule,\\n    update_transaction_candidate_category,\",\"old_string\":\"    batch_confirm_safe_candidates,\\n    bulk_update_transaction_candidate_category,\\n    confirm_transaction_candidate,\\n    create_candidate_split,\\n    ignore_transaction_candidate,\\n    list_transaction_candidates,\\n    mark_candidate_transfer,\\n    preview_safe_auto_candidates,\\n    preview_transaction_candidate,\\n    reopen_transaction_candidate,\\n    seed_bank_transfer_candidates_from_rows,\\n    seed_credit_card_candidates_from_rows,\\n    seed_migros_candidates_from_rows,\\n    seed_transaction_candidates_from_csv_text,\\n    seed_transaction_candidates_from_rows,\\n    update_transaction_candidate_category,\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Updating APIs and UI**\n\nI need to update the API imports and routes, maybe something like a patch. Then there's the frontend API that needs attention too. I'm considering if I should tackle the UI afterward; maybe that will be enough to cover everything I need to do. It's always good to have a clear order for tasks. I’ll focus on making sure everything flows together well in the end. Alright, let’s get to it!",
      "reasoning_content": "**Updating APIs and UI**\n\nI need to update the API imports and routes, maybe something like a patch. Then there's the frontend API that needs attention too. I'm considering if I should tackle the UI afterward; maybe that will be enough to cover everything I need to do. It's always good to have a clear order for tasks. I’ll focus on making sure everything flows together well in the end. Alright, let’s get to it!",
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          "id": "rs_064af6ee3d6528eb016a09c9f234148191bf901b4f60a0af72",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating APIs and UI**\n\nI need to update the API imports and routes, maybe something like a patch. Then there's the frontend API that needs attention too. I'm considering if I should tackle the UI afterward; maybe that will be enough to cover everything I need to do. It's always good to have a clear order for tasks. I’ll focus on making sure everything flows together well in the end. Alright, let’s get to it!"
            }
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      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backend-Phase-1.9-Kerntests sind grün. Ich verdrahte jetzt API und UI."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09c9f44a4c81919765694973e893e4",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "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@@ -20,21 +20,31 @@\\n     update_category,\\n )\\n from jarvis_finance.services.budget_imports import (\\n+    apply_budget_rules_to_open_candidates,\\n     batch_confirm_safe_candidates,\\n+    batch_mark_candidates,\\n     bulk_update_transaction_candidate_category,\\n+    confirm_candidate_split,\\n     confirm_transaction_candidate,\\n+    create_budget_rule,\\n     create_candidate_split,\\n+    create_review_category_for_candidate,\\n+    deactivate_budget_rule,\\n     ignore_transaction_candidate,\\n+    list_budget_rules,\\n     list_transaction_candidates,\\n     mark_candidate_transfer,\\n+    preview_batch_confirm_candidates,\\n     preview_safe_auto_candidates,\\n     preview_transaction_candidate,\\n     reopen_transaction_candidate,\\n+    review_candidate_summary,\\n     seed_bank_transfer_candidates_from_rows,\\n     seed_credit_card_candidates_from_rows,\\n     seed_migros_candidates_from_rows,\\n     seed_transaction_candidates_from_csv_text,\\n     seed_transaction_candidates_from_rows,\\n+    test_budget_rule,\\n     update_transaction_candidate_category,\\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\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_7rkwahpyAeSB43AItg8y1Pwq"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GvgaEUymUWdnKlYX7q9ZIyqS",
          "call_id": "call_GvgaEUymUWdnKlYX7q9ZIyqS",
          "response_item_id": "fc_064af6ee3d6528eb016a09ca01da6881919b316f9fb5906918",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.get(\\\"/transaction-candidates\\\")\\ndef transaction_candidates(status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\", conn: Connection = Depends(get_db)):\\n    return list_transaction_candidates(conn, status=status, tab=tab, source_type=source_type, category_id=category_id, merchant=merchant, rule=rule, min_confidence=min_confidence, date_from=date_from, date_to=date_to, amount_min=amount_min, amount_max=amount_max, sort_by=sort_by, sort_dir=sort_dir)\\n\\n\\n@router.get(\\\"/transaction-candidates/summary\\\")\\ndef transaction_candidates_summary(conn: Connection = Depends(get_db)):\\n    return review_candidate_summary(conn)\",\"old_string\":\"@router.get(\\\"/transaction-candidates\\\")\\ndef transaction_candidates(status: str | None = None, tab: str | None = None, conn: Connection = Depends(get_db)):\\n    return list_transaction_candidates(conn, status=status, tab=tab)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "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@@ -168,8 +168,13 @@\\n \\n \\n @router.get(\\\"/transaction-candidates\\\")\\n-def transaction_candidates(status: str | None = None, tab: str | None = None, conn: Connection = Depends(get_db)):\\n-    return list_transaction_candidates(conn, status=status, tab=tab)\\n+def transaction_candidates(status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\", conn: Connection = Depends(get_db)):\\n+    return list_transaction_candidates(conn, status=status, tab=tab, source_type=source_type, category_id=category_id, merchant=merchant, rule=rule, min_confidence=min_confidence, date_from=date_from, date_to=date_to, amount_min=amount_min, amount_max=amount_max, sort_by=sort_by, sort_dir=sort_dir)\\n+\\n+\\n+@router.get(\\\"/transaction-candidates/summary\\\")\\n+def transaction_candidates_summary(conn: Connection = Depends(get_db)):\\n+    return review_candidate_summary(conn)\\n \\n \\n @router.post(\\\"/transaction-candidates/generate\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_GvgaEUymUWdnKlYX7q9ZIyqS"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_PH1QEDmXtURZHXhU9BNOgbPJ",
          "call_id": "call_PH1QEDmXtURZHXhU9BNOgbPJ",
          "response_item_id": "fc_064af6ee3d6528eb016a09ca0e00708191b0c36f9ece998115",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/transaction-candidates/{candidate_id}/split\\\")\\ndef transaction_candidates_split(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return create_candidate_split(conn, candidate_id, payload.get(\\\"splits\\\") or [])\\n\\n\\n@router.post(\\\"/transaction-candidates/{candidate_id}/split/confirm\\\")\\ndef transaction_candidates_split_confirm(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_candidate_split(conn, candidate_id, payload)\\n\\n\\n@router.post(\\\"/transaction-candidates/{candidate_id}/category/create\\\")\\ndef transaction_candidates_create_category(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return create_review_category_for_candidate(conn, candidate_id, payload)\",\"old_string\":\"@router.post(\\\"/transaction-candidates/{candidate_id}/split\\\")\\ndef transaction_candidates_split(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return create_candidate_split(conn, candidate_id, payload.get(\\\"splits\\\") or [])\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "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@@ -228,6 +228,16 @@\\n     return create_candidate_split(conn, candidate_id, payload.get(\\\"splits\\\") or [])\\n \\n \\n+@router.post(\\\"/transaction-candidates/{candidate_id}/split/confirm\\\")\\n+def transaction_candidates_split_confirm(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n+    return confirm_candidate_split(conn, candidate_id, payload)\\n+\\n+\\n+@router.post(\\\"/transaction-candidates/{candidate_id}/category/create\\\")\\n+def transaction_candidates_create_category(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n+    return create_review_category_for_candidate(conn, candidate_id, payload)\\n+\\n+\\n @router.post(\\\"/transaction-candidates/{candidate_id}/transfer\\\")\\n def transaction_candidates_transfer(candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n     return mark_candidate_transfer(conn, candidate_id, (payload or {}).get(\\\"note\\\"))\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_PH1QEDmXtURZHXhU9BNOgbPJ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_lawASqt0xIy4oDKKqPx7CvYY",
          "call_id": "call_lawASqt0xIy4oDKKqPx7CvYY",
          "response_item_id": "fc_064af6ee3d6528eb016a09ca198b108191abf345fb819757d6",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/transaction-candidates/batch-confirm-safe/preview\\\")\\ndef transaction_candidates_batch_confirm_safe_preview(conn: Connection = Depends(get_db)):\\n    return preview_safe_auto_candidates(conn)\\n\\n\\n@router.post(\\\"/transaction-candidates/batch/preview\\\")\\ndef transaction_candidates_batch_preview(payload: dict, conn: Connection = Depends(get_db)):\\n    return preview_batch_confirm_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], account_id=str(payload.get(\\\"account_id\\\") or \\\"\\\"))\\n\\n\\n@router.post(\\\"/transaction-candidates/batch\\\")\\ndef transaction_candidates_batch(payload: dict, conn: Connection = Depends(get_db)):\\n    return batch_mark_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], action=str(payload.get(\\\"action\\\") or \\\"\\\"), account_id=payload.get(\\\"account_id\\\"), category_id=payload.get(\\\"category_id\\\"), preview_id=payload.get(\\\"preview_id\\\"), note=payload.get(\\\"note\\\"))\",\"old_string\":\"@router.post(\\\"/transaction-candidates/batch-confirm-safe/preview\\\")\\ndef transaction_candidates_batch_confirm_safe_preview(conn: Connection = Depends(get_db)):\\n    return preview_safe_auto_candidates(conn)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "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@@ -248,6 +248,16 @@\\n     return preview_safe_auto_candidates(conn)\\n \\n \\n+@router.post(\\\"/transaction-candidates/batch/preview\\\")\\n+def transaction_candidates_batch_preview(payload: dict, conn: Connection = Depends(get_db)):\\n+    return preview_batch_confirm_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], account_id=str(payload.get(\\\"account_id\\\") or \\\"\\\"))\\n+\\n+\\n+@router.post(\\\"/transaction-candidates/batch\\\")\\n+def transaction_candidates_batch(payload: dict, conn: Connection = Depends(get_db)):\\n+    return batch_mark_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], action=str(payload.get(\\\"action\\\") or \\\"\\\"), account_id=payload.get(\\\"account_id\\\"), category_id=payload.get(\\\"category_id\\\"), preview_id=payload.get(\\\"preview_id\\\"), note=payload.get(\\\"note\\\"))\\n+\\n+\\n @router.post(\\\"/transaction-candidates/batch-confirm-safe\\\")\\n def transaction_candidates_batch_confirm_safe(payload: dict, conn: Connection = Depends(get_db)):\\n     account_id = str(payload.get(\\\"account_id\\\") or \\\"\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_lawASqt0xIy4oDKKqPx7CvYY"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Kqcri3WAu0WqcblYjfcDwQU0",
          "call_id": "call_Kqcri3WAu0WqcblYjfcDwQU0",
          "response_item_id": "fc_064af6ee3d6528eb016a09ca2e3db48191a7fe8e96ba8b4998",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/categories/merge/confirm\\\")\\ndef categories_merge_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_category_merge(conn, payload)\\n\\n\\n@router.get(\\\"/rules\\\")\\ndef rules(include_inactive: bool = False, conn: Connection = Depends(get_db)):\\n    return list_budget_rules(conn, include_inactive=include_inactive)\\n\\n\\n@router.post(\\\"/rules\\\")\\ndef rules_create(payload: dict, conn: Connection = Depends(get_db)):\\n    return create_budget_rule(conn, payload)\\n\\n\\n@router.post(\\\"/rules/{rule_id}/deactivate\\\")\\ndef rules_deactivate(rule_id: str, conn: Connection = Depends(get_db)):\\n    return deactivate_budget_rule(conn, rule_id)\\n\\n\\n@router.post(\\\"/rules/{rule_id}/test\\\")\\ndef rules_test(rule_id: str, conn: Connection = Depends(get_db)):\\n    return test_budget_rule(conn, rule_id)\\n\\n\\n@router.post(\\\"/rules/{rule_id}/apply\\\")\\ndef rules_apply(rule_id: str, conn: Connection = Depends(get_db)):\\n    return apply_budget_rules_to_open_candidates(conn, rule_id)\",\"old_string\":\"@router.post(\\\"/categories/merge/confirm\\\")\\ndef categories_merge_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_category_merge(conn, payload)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "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@@ -354,6 +354,31 @@\\n     return confirm_category_merge(conn, payload)\\n \\n \\n+@router.get(\\\"/rules\\\")\\n+def rules(include_inactive: bool = False, conn: Connection = Depends(get_db)):\\n+    return list_budget_rules(conn, include_inactive=include_inactive)\\n+\\n+\\n+@router.post(\\\"/rules\\\")\\n+def rules_create(payload: dict, conn: Connection = Depends(get_db)):\\n+    return create_budget_rule(conn, payload)\\n+\\n+\\n+@router.post(\\\"/rules/{rule_id}/deactivate\\\")\\n+def rules_deactivate(rule_id: str, conn: Connection = Depends(get_db)):\\n+    return deactivate_budget_rule(conn, rule_id)\\n+\\n+\\n+@router.post(\\\"/rules/{rule_id}/test\\\")\\n+def rules_test(rule_id: str, conn: Connection = Depends(get_db)):\\n+    return test_budget_rule(conn, rule_id)\\n+\\n+\\n+@router.post(\\\"/rules/{rule_id}/apply\\\")\\n+def rules_apply(rule_id: str, conn: Connection = Depends(get_db)):\\n+    return apply_budget_rules_to_open_candidates(conn, rule_id)\\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, merchant: str | None = None, tag: str | None = None, status: str | None = None, source_type: str | None = None, search: 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, source_type=source_type, search=search)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_Kqcri3WAu0WqcblYjfcDwQU0"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_dMX1wH3V4PcihEpQnmesMjCb",
          "call_id": "call_dMX1wH3V4PcihEpQnmesMjCb",
          "response_item_id": "fc_064af6ee3d6528eb016a09ca3c1dc08191b380fc41d33efb93",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export type BudgetTransactionCandidate = { transaction_candidate_id: string; source_file_label: string; source_row_or_range?: string | null; source_type: string; transaction_date?: string | null; description: string; merchant?: string | null; amount_original?: string | null; currency_original: string; proposed_category_id?: string | null; proposed_category_name?: string | null; duplicate_of_transaction_id?: string | null; confidence: string; requires_review: boolean; status: string; notes?: string | null; classification?: string | null; review_reason?: string | null; rule_id?: string | null; rule_name?: string | null; account_source?: string | null; covered_by_source?: string | null }\\nexport type BudgetReviewSummary = { open_total: number; auto_categorized: number; review_needed: number; galaxus_digitec: number; migros_over_50: number; covered_by_migros: number; unclear: number; possible_duplicates: number }\\nexport type BudgetRule = { rule_id: string; merchant_contains: string; source_type?: string | null; category_id?: string | null; category_name?: string | null; target_status: string; is_active: boolean }\",\"old_string\":\"export type BudgetTransactionCandidate = { transaction_candidate_id: string; source_file_label: string; source_row_or_range?: string | null; source_type: string; transaction_date?: string | null; description: string; merchant?: string | null; amount_original?: string | null; currency_original: string; proposed_category_id?: string | null; proposed_category_name?: string | null; duplicate_of_transaction_id?: string | null; confidence: string; requires_review: boolean; status: string; notes?: string | null; classification?: string | null; review_reason?: string | null; rule_id?: string | null; rule_name?: string | null; account_source?: string | null; covered_by_source?: string | null }\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n@@ -27,6 +27,8 @@\\n 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 export type BudgetStatusRow = { category_id: string; category: string; category_type: string; budget_month: string; budget_year: string; actual_year_to_date: string; actual_avg_month: string; forecast_year: string; forecast_avg_month: string; deviation_year: string; deviation_month: string; status: string; months_with_bookings: number; plan_names?: string[] }\\n export type BudgetTransactionCandidate = { transaction_candidate_id: string; source_file_label: string; source_row_or_range?: string | null; source_type: string; transaction_date?: string | null; description: string; merchant?: string | null; amount_original?: string | null; currency_original: string; proposed_category_id?: string | null; proposed_category_name?: string | null; duplicate_of_transaction_id?: string | null; confidence: string; requires_review: boolean; status: string; notes?: string | null; classification?: string | null; review_reason?: string | null; rule_id?: string | null; rule_name?: string | null; account_source?: string | null; covered_by_source?: string | null }\\n+export type BudgetReviewSummary = { open_total: number; auto_categorized: number; review_needed: number; galaxus_digitec: number; migros_over_50: number; covered_by_migros: number; unclear: number; possible_duplicates: number }\\n+export type BudgetRule = { rule_id: string; merchant_contains: string; source_type?: string | null; category_id?: string | null; category_name?: string | null; target_status: string; is_active: boolean }\\n 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; pending_transaction_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: BudgetStatusRow[]; uncategorized_transactions: BudgetTransaction[]; top_categories: Array<{ category_id?: string; category_name: string; amount_chf: string; transaction_count?: number }>; recent_transactions: BudgetTransaction[] }\\n \\n export const getBudgetOverview = () => apiGet<BudgetOverview>('/api/budget/overview')\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"], \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts was modified by sibling subagent '20260517_134754_7dea44' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export const confirmBudgetCategoryMerge = (body: unknown) => apiPost<BudgetConfirm & { moved_transactions: number; moved_budget_plans: number; moved_children: number }>('/api/budget/categories/merge/confirm', body)\\nexport const previewBatchBudgetTransactionCandidates = (candidate_ids: string[], account_id: string) => apiPost<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>>; requires_explicit_confirm: boolean }>('/api/budget/transaction-candidates/batch/preview', { candidate_ids, account_id })\\nexport const batchBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/transaction-candidates/batch', body)\\nexport const confirmBudgetTransactionCandidateSplit = (id: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/transaction-candidates/${id}/split/confirm`, body)\\nexport const createReviewCategoryForCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm & { category_id: string }>(`/api/budget/transaction-candidates/${id}/category/create`, body)\\nexport const getBudgetRules = () => apiGet<BudgetRule[]>('/api/budget/rules')\\nexport const createBudgetRule = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/rules', body)\\nexport const deactivateBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/deactivate`, {})\\nexport const testBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/test`, {})\\nexport const applyBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/apply`, {})\\n\",\"old_string\":\"export const confirmBudgetCategoryMerge = (body: unknown) => apiPost<BudgetConfirm & { moved_transactions: number; moved_budget_plans: number; moved_children: number }>('/api/budget/categories/merge/confirm', body)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n@@ -88,3 +88,12 @@\\n export const deleteEmptyBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/delete-empty`, {})\\n export const previewBudgetCategoryMerges = () => apiPost<{ preview_id: string; summary: string; suggestions: Array<{ target_category_id: string; target_name: string; source_category_ids: string[]; source_names: string[] }>; warnings: string[] }>('/api/budget/categories/merge/preview', {})\\n export const confirmBudgetCategoryMerge = (body: unknown) => apiPost<BudgetConfirm & { moved_transactions: number; moved_budget_plans: number; moved_children: number }>('/api/budget/categories/merge/confirm', body)\\n+export const previewBatchBudgetTransactionCandidates = (candidate_ids: string[], account_id: string) => apiPost<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>>; requires_explicit_confirm: boolean }>('/api/budget/transaction-candidates/batch/preview', { candidate_ids, account_id })\\n+export const batchBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/transaction-candidates/batch', body)\\n+export const confirmBudgetTransactionCandidateSplit = (id: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/transaction-candidates/${id}/split/confirm`, body)\\n+export const createReviewCategoryForCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm & { category_id: string }>(`/api/budget/transaction-candidates/${id}/category/create`, body)\\n+export const getBudgetRules = () => apiGet<BudgetRule[]>('/api/budget/rules')\\n+export const createBudgetRule = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/rules', body)\\n+export const deactivateBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/deactivate`, {})\\n+export const testBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/test`, {})\\n+export const applyBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/apply`, {})\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"], \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}}",
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'border-cyan-400 bg-cyan-400/10 text-cyan-200' : 'border-slate-700 text-slate-400'\\\" @click=\\\"setTab(tab.key)\\\">{{ tab.label }}</button>\\n      </div>\\n      <div class=\\\"mt-4 grid gap-3 md:grid-cols-3 xl:grid-cols-6\\\">\\n        <select v-model=\\\"confirmAccount\\\" class=\\\"field\\\"><option value=\\\"\\\">Confirm-Konto wählen</option><option v-for=\\\"account in accounts\\\" :key=\\\"account.budget_account_id\\\" :value=\\\"account.budget_account_id\\\">{{ account.name }}</option></select>\\n        <select v-model=\\\"status\\\" class=\\\"field\\\"><option value=\\\"\\\">offene Kandidaten</option><option>pending</option><option>auto_categorized</option><option>needs_review</option><option>duplicate</option><option>transfer_candidate</option><option>ignored</option></select>\\n        <select v-model=\\\"bulkCategory\\\" class=\\\"field\\\"><option value=\\\"\\\">Bulk-Kategorie</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select>\\n        <input v-model=\\\"filters.source_type\\\" class=\\\"field\\\" placeholder=\\\"Quelle\\\" />\\n        <input v-model=\\\"filters.merchant\\\" class=\\\"field\\\" placeholder=\\\"Händler\\\" />\\n        <input v-model=\\\"filters.rule\\\" class=\\\"field\\\" placeholder=\\\"Regel\\\" />\\n        <select v-model=\\\"filters.category_id\\\" class=\\\"field\\\"><option value=\\\"\\\">Kategorie-Vorschlag</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select>\\n        <input v-model=\\\"filters.min_confidence\\\" class=\\\"field\\\" placeholder=\\\"Min Confidence\\\" />\\n        <input v-model=\\\"filters.date_from\\\" class=\\\"field\\\" type=\\\"date\\\" />\\n        <input v-model=\\\"filters.date_to\\\" class=\\\"field\\\" type=\\\"date\\\" />\\n        <input v-model=\\\"filters.amount_min\\\" class=\\\"field\\\" placeholder=\\\"Min Betrag\\\" />\\n        <input v-model=\\\"filters.amount_max\\\" class=\\\"field\\\" placeholder=\\\"Max Betrag\\\" />\\n        <select v-model=\\\"filters.sort_by\\\" class=\\\"field\\\"><option value=\\\"created_at\\\">Sort: erstellt</option><option value=\\\"date\\\">Datum</option><option value=\\\"merchant\\\">Händler</option><option value=\\\"category\\\">Kategorie</option><option value=\\\"confidence\\\">Confidence</option><option value=\\\"source\\\">Quelle</option><option value=\\\"status\\\">Status</option></select>\\n        <select v-model=\\\"filters.sort_dir\\\" class=\\\"field\\\"><option value=\\\"desc\\\">absteigend</option><option value=\\\"asc\\\">aufsteigend</option></select>\\n        <button class=\\\"btn-primary\\\" @click=\\\"load\\\">Filtern</button>\\n      </div>\\n      <div class=\\\"mt-4 flex flex-wrap gap-2\\\">\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length || !bulkCategory\\\" @click=\\\"bulkSetCategory\\\">Auswahl kategorisieren</button>\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length\\\" @click=\\\"previewBatchConfirm\\\">Batch Confirm Preview</button>\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length\\\" @click=\\\"bulkIgnore\\\">Auswahl ignorieren</button>\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length\\\" @click=\\\"bulkReopen\\\">Auswahl wieder öffnen</button>\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length\\\" @click=\\\"bulkTransfer\\\">Als Transfer markieren</button>\\n        <button class=\\\"btn\\\" :disabled=\\\"!selectedIds.length\\\" @click=\\\"bulkCovered\\\">Als covered_by_migros markieren</button>\\n      </div>\\n      <div v-if=\\\"batchPreview\\\" class=\\\"mt-4 rounded-xl border border-amber-500/40 bg-amber-500/10 p-4 text-sm text-amber-100\\\" data-test=\\\"batch-confirm-preview\\\">\\n        <p class=\\\"font-semibold\\\">Batch Preview: {{ batchPreview.count }} Kandidaten</p>\\n        <p>Konflikte: {{ batchPreview.conflicts.length }}</p>\\n        <p>Kategorien: {{ Object.entries(batchPreview.categories).map(([k,v]) => `${k}: ${v}`).join(', ') || '—' }}</p>\\n        <button class=\\\"mt-3 btn-primary\\\" @click=\\\"confirmBatchPreview\\\">Jetzt ausgewählte bestätigen</button>\\n      </div>\\n\\n      <div class=\\\"mt-5 overflow-x-auto\\\">\\n        <table class=\\\"min-w-full text-left text-sm text-slate-300\\\" data-test=\\\"candidate-review-table\\\">\\n          <thead class=\\\"text-xs uppercase tracking-wide text-slate-500\\\"><tr><th class=\\\"px-3 py-2\\\"><input type=\\\"checkbox\\\" :checked=\\\"allVisibleSelected\\\" @change=\\\"toggleAll\\\" /></th><th>Datum</th><th>Quelle</th><th>Händler/Beschreibung</th><th>Betrag</th><th>Währung</th><th>Kategorie</th><th>Confidence</th><th>Regel/Grund</th><th>Status</th><th>Aktionen</th></tr></thead>\\n          <tbody>\\n            <tr v-for=\\\"item in candidates\\\" :key=\\\"item.transaction_candidate_id\\\" class=\\\"border-t border-slate-800 align-top\\\">\\n              <td class=\\\"px-3 py-2\\\"><input v-model=\\\"selected\\\" :value=\\\"item.transaction_candidate_id\\\" type=\\\"checkbox\\\" /></td>\\n              <td class=\\\"px-3 py-2\\\">{{ item.transaction_date || '—' }}</td>\\n              <td class=\\\"px-3 py-2\\\">{{ item.source_type }}<small class=\\\"block text-slate-500\\\">{{ item.source_file_label }}</small></td>\\n              <td class=\\\"px-3 py-2\\\">{{ item.merchant || item.description }}<small class=\\\"block text-slate-500\\\">{{ item.description }}</small></td>\\n              <td class=\\\"px-3 py-2 text-right text-white\\\">{{ item.amount_original || '—' }}</td><td>{{ item.currency_original }}</td>\\n              <td class=\\\"px-3 py-2 min-w-56\\\"><select :value=\\\"item.proposed_category_id || ''\\\" class=\\\"field w-full\\\" @change=\\\"setCategory(item, ($event.target as HTMLSelectElement).value)\\\"><option value=\\\"\\\">Review nötig</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select><button class=\\\"mt-2 text-xs text-cyan-200\\\" @click=\\\"openNewCategory(item)\\\">+ Kategorie</button></td>\\n              <td>{{ item.confidence }}</td><td><span class=\\\"rounded bg-slate-800 px-2 py-1 text-xs\\\">{{ item.rule_name || item.classification || '—' }}</span><small class=\\\"block text-slate-500\\\">{{ item.review_reason || item.notes }}</small></td><td>{{ item.status }}</td>\\n              <td class=\\\"px-3 py-2\\\"><div class=\\\"flex flex-wrap gap-2\\\"><button v-if=\\\"canConfirm(item)\\\" class=\\\"mini green\\\" @click=\\\"confirmItem(item)\\\">Bestätigen</button><button class=\\\"mini\\\" @click=\\\"ignoreItem(item.transaction_candidate_id)\\\">Ignorieren</button><button class=\\\"mini\\\" @click=\\\"reopenItem(item.transaction_candidate_id)\\\">Wieder öffnen</button><button class=\\\"mini amber\\\" @click=\\\"markTransfer(item.transaction_candidate_id)\\\">Transfer</button><button class=\\\"mini cyan\\\" @click=\\\"openSplit(item)\\\">Splitten</button><button class=\\\"mini cyan\\\" @click=\\\"detail=item\\\">Details</button></div></td>\\n            </tr>\\n            <tr v-if=\\\"!candidates.length\\\"><td colspan=\\\"11\\\" class=\\\"px-3 py-6 text-center text-slate-500\\\">Keine Kandidaten.</td></tr>\\n          </tbody>\\n        </table>\\n      </div>\\n    </section>\\n\\n    <aside v-if=\\\"detail\\\" class=\\\"fixed inset-y-0 right-0 z-40 w-full max-w-xl overflow-y-auto border-l border-slate-800 bg-slate-950 p-6 shadow-2xl\\\">\\n      <button class=\\\"float-right text-slate-300\\\" @click=\\\"detail=null\\\">Schließen</button><p class=\\\"text-xs uppercase tracking-[0.2em] text-cyan-400\\\">Kandidat Details</p><h2 class=\\\"mt-2 text-2xl font-semibold text-white\\\">{{ detail.merchant || detail.description }}</h2><dl class=\\\"mt-5 space-y-2 text-sm text-slate-300\\\"><div v-for=\\\"row in detailRows\\\" :key=\\\"row[0]\\\" class=\\\"border-b border-slate-800 pb-2\\\"><dt class=\\\"text-slate-500\\\">{{ row[0] }}</dt><dd>{{ row[1] || '—' }}</dd></div></dl>\\n      <section v-if=\\\"newCategoryFor\\\" class=\\\"mt-5 rounded-xl border border-cyan-500/30 p-4\\\"><h3 class=\\\"font-semibold text-white\\\">Neue Kategorie erstellen</h3><input v-model=\\\"newCategory.name\\\" class=\\\"field mt-3 w-full\\\" placeholder=\\\"Name\\\" /><select v-model=\\\"newCategory.parent_category_id\\\" class=\\\"field mt-3 w-full\\\"><option value=\\\"\\\">Keine Parent-Kategorie</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select><select v-model=\\\"newCategory.category_type\\\" class=\\\"field mt-3 w-full\\\"><option>expense</option><option>income</option><option>transfer</option><option>neutral</option></select><button class=\\\"btn-primary mt-3\\\" @click=\\\"createCategoryFromReview\\\">Kategorie erstellen & zuordnen</button></section>\\n      <section v-if=\\\"splitCandidate\\\" class=\\\"mt-5 rounded-xl border border-amber-500/30 p-4\\\"><h3 class=\\\"font-semibold text-white\\\">Split erstellen</h3><div v-for=\\\"(split, idx) in splits\\\" :key=\\\"idx\\\" class=\\\"mt-3 grid gap-2 md:grid-cols-4\\\"><select v-model=\\\"split.category_id\\\" class=\\\"field\\\"><option value=\\\"\\\">Kategorie</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select><input v-model=\\\"split.amount_original\\\" class=\\\"field\\\" placeholder=\\\"Betrag\\\" /><input v-model=\\\"split.tag\\\" class=\\\"field\\\" placeholder=\\\"Tag\\\" /><input v-model=\\\"split.note\\\" class=\\\"field\\\" placeholder=\\\"Notiz\\\" /></div><button class=\\\"btn mt-3\\\" @click=\\\"splits.push({ category_id:'', amount_original:'', tag:'', note:'' })\\\">Zeile +</button><button class=\\\"btn-primary mt-3 ml-2\\\" @click=\\\"confirmSplit\\\">Split Preview/Confirm</button></section>\\n    </aside>\\n  </section>\\n</template>\\n<script setup lang=\\\"ts\\\">\\nimport { computed, onMounted, reactive, ref } from 'vue'\\nimport { batchBudgetTransactionCandidates, bulkUpdateBudgetTransactionCandidateCategory, confirmBudgetTransactionCandidate, confirmBudgetTransactionCandidateSplit, createReviewCategoryForCandidate, getBudgetAccounts, getBudgetCategories, getBudgetTransactionCandidateSummary, getBudgetTransactionCandidates, ignoreBudgetTransactionCandidate, markBudgetTransactionCandidateTransfer, previewBatchBudgetTransactionCandidates, reopenBudgetTransactionCandidate, updateBudgetTransactionCandidateCategory, type BudgetAccount, type BudgetCategory, type BudgetReviewSummary, type BudgetTransactionCandidate } from '@/api/budget'\\nconst candidates = ref<BudgetTransactionCandidate[]>([]); const accounts = ref<BudgetAccount[]>([]); const categories = ref<BudgetCategory[]>([]); const selected = ref<string[]>([])\\nconst summary = ref<BudgetReviewSummary | null>(null); const status = ref(''); const activeTab = ref(''); const bulkCategory = ref(''); const confirmAccount = ref(''); const error = ref(''); const message = ref('')\\nconst batchPreview = ref<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>> } | null>(null)\\nconst detail = ref<BudgetTransactionCandidate | null>(null); const splitCandidate = ref<BudgetTransactionCandidate | null>(null); const newCategoryFor = ref<BudgetTransactionCandidate | null>(null)\\nconst filters = reactive({ source_type: '', category_id: '', merchant: '', rule: '', min_confidence: '', date_from: '', date_to: '', amount_min: '', amount_max: '', sort_by: 'created_at', sort_dir: 'desc' })\\nconst newCategory = reactive({ name: '', parent_category_id: '', category_type: 'expense' })\\nconst splits = ref([{ category_id: '', amount_original: '', tag: '', note: '' }, { category_id: '', amount_original: '', tag: '', note: '' }])\\nconst tabs = [{ key: '', label: 'Alle' }, { key: 'auto', label: 'Auto' }, { key: 'review', label: 'Review nötig' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'migros_over_50', label: 'Migros > 50' }, { key: 'covered_by_migros', label: 'Covered' }, { key: 'duplicates', label: 'Duplikate' }, { key: 'unclear', label: 'Unklar' }, { key: 'ignored', label: 'Ignoriert' }]\\nconst flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\nconst selectedIds = computed(() => selected.value); const allVisibleSelected = computed(() => candidates.value.length > 0 && candidates.value.every(c => selected.value.includes(c.transaction_candidate_id)))\\nconst summaryCards = computed(() => [{ label: 'Offen total', value: summary.value?.open_total ?? 0 }, { label: 'Auto', value: summary.value?.auto_categorized ?? 0 }, { label: 'Review nötig', value: summary.value?.review_needed ?? 0 }, { label: 'Galaxus', value: summary.value?.galaxus_digitec ?? 0 }, { label: 'Migros > 50', value: summary.value?.migros_over_50 ?? 0 }, { label: 'Covered', value: summary.value?.covered_by_migros ?? 0 }, { label: 'Unklar', value: summary.value?.unclear ?? 0 }, { label: 'Duplikate', value: summary.value?.possible_duplicates ?? 0 }])\\nconst detailRows = computed(() => detail.value ? Object.entries(detail.value).map(([k, v]) => [k, String(v ?? '')]) : [])\\nasync function load() { candidates.value = await getBudgetTransactionCandidates(status.value, activeTab.value, filters); summary.value = await getBudgetTransactionCandidateSummary(); selected.value = selected.value.filter(id => candidates.value.some(c => c.transaction_candidate_id === id)); batchPreview.value = null }\\nasync function refreshAll() { categories.value = await getBudgetCategories(); accounts.value = await getBudgetAccounts(); await load() }\\nasync function setTab(tab: string) { activeTab.value = tab; await load() }\\nfunction toggleAll() { selected.value = allVisibleSelected.value ? [] : candidates.value.map(c => c.transaction_candidate_id) }\\nfunction canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','superseded','transfer_candidate','confirmed','ignored'].includes(item.status) && (!!item.proposed_category_id || item.classification === 'income_candidate') }\\nasync function confirmItem(item: BudgetTransactionCandidate) { if (!confirmAccount.value) { error.value = 'Confirm-Konto fehlt.'; return } await confirmBudgetTransactionCandidate(item.transaction_candidate_id, { account_id: confirmAccount.value, category_id: item.proposed_category_id, transaction_type: item.classification === 'income_candidate' ? 'income' : 'expense' }); message.value = 'Kandidat bestätigt.'; error.value=''; await load() }\\nasync function setCategory(item: BudgetTransactionCandidate, categoryId: string) { if (!categoryId) return; await updateBudgetTransactionCandidateCategory(item.transaction_candidate_id, categoryId, 'Inline category override'); message.value = 'Kategorie aktualisiert.'; await load() }\\nasync function bulkSetCategory() { await bulkUpdateBudgetTransactionCandidateCategory(selected.value, bulkCategory.value, 'Bulk category assignment'); message.value='Auswahl kategorisiert.'; await load() }\\nasync function previewBatchConfirm() { if (!confirmAccount.value) { error.value='Confirm-Konto fehlt.'; return } batchPreview.value = await previewBatchBudgetTransactionCandidates(selected.value, confirmAccount.value); error.value='' }\\nasync function confirmBatchPreview() { if (!batchPreview.value) return; await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'confirm', account_id: confirmAccount.value, preview_id: batchPreview.value.preview_id }); message.value='Batch Confirm ausgeführt.'; selected.value=[]; await load() }\\nasync function bulkIgnore() { await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'ignore' }); message.value='Auswahl ignoriert.'; selected.value=[]; await load() }\\nasync function bulkReopen() { await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'reopen' }); message.value='Auswahl wieder geöffnet.'; selected.value=[]; await load() }\\nasync function bulkTransfer() { await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'transfer' }); message.value='Auswahl als Transfer markiert.'; selected.value=[]; await load() }\\nasync function bulkCovered() { await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'covered_by_migros' }); message.value='Auswahl als covered_by_migros markiert.'; selected.value=[]; await load() }\\nasync function ignoreItem(id: string) { await ignoreBudgetTransactionCandidate(id, 'User review ignored'); await load() }\\nasync function reopenItem(id: string) { await reopenBudgetTransactionCandidate(id, 'User reopened'); await load() }\\nasync function markTransfer(id: string) { await markBudgetTransactionCandidateTransfer(id, 'User marked transfer'); await load() }\\nfunction openSplit(item: BudgetTransactionCandidate) { detail.value=item; splitCandidate.value=item; newCategoryFor.value=null; splits.value=[{ category_id:'', amount_original:'', tag:'', note:'' }, { category_id:'', amount_original:'', tag:'', note:'' }] }\\nfunction openNewCategory(item: BudgetTransactionCandidate) { detail.value=item; newCategoryFor.value=item; splitCandidate.value=null; newCategory.name='' }\\nasync function createCategoryFromReview() { if (!newCategoryFor.value) return; await createReviewCategoryForCandidate(newCategoryFor.value.transaction_candidate_id, newCategory); message.value='Kategorie erstellt und zugeordnet.'; detail.value=null; await refreshAll() }\\nasync function confirmSplit() { if (!splitCandidate.value || !confirmAccount.value) { error.value='Split benötigt Kandidat und Confirm-Konto.'; return } await confirmBudgetTransactionCandidateSplit(splitCandidate.value.transaction_candidate_id, { account_id: confirmAccount.value, splits: splits.value.filter(s => s.category_id && s.amount_original) }); message.value='Split bestätigt und auditiert.'; detail.value=null; await load() }\\nonMounted(async () => { try { await refreshAll() } catch (e) { error.value = e instanceof Error ? e.message : 'Buchungen prüfen nicht verfügbar' } })\\n</script>\\n<style scoped>.field{border-radius:.75rem;border:1px solid rgb(51 65 85);background:rgb(15 23 42);padding:.55rem .7rem;color:white}.btn,.btn-primary{border-radius:.75rem;border:1px solid rgb(51 65 85);padding:.55rem .8rem;color:rgb(203 213 225)}.btn-primary{background:rgb(6 182 212 / .18);border-color:rgb(34 211 238 / .4);color:rgb(207 250 254)}button:disabled{opacity:.45}.mini{border-radius:.5rem;border:1px solid rgb(51 65 85);padding:.3rem .5rem;font-size:.75rem;color:rgb(203 213 225)}.green{border-color:rgb(16 185 129 / .6);color:rgb(167 243 208)}.amber{border-color:rgb(245 158 11 / .6);color:rgb(253 230 138)}.cyan{border-color:rgb(34 211 238 / .6);color:rgb(207 250 254)}</style>\\n\"}"
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            "arguments": "{\"content\":\"<template>\\n  <section class=\\\"space-y-6\\\">\\n    <header><p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Budget · Regeln</p><h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Rule Manager MVP-light</h1><p class=\\\"mt-1 text-sm text-slate-400\\\">Regeln setzen nur Vorschläge auf offene Kandidaten. Keine produktive Buchung.</p></header>\\n    <div v-if=\\\"message\\\" class=\\\"rounded-xl border border-emerald-500/40 bg-emerald-950/30 p-4 text-sm text-emerald-200\\\">{{ message }}</div>\\n    <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n      <h2 class=\\\"text-lg font-semibold text-white\\\">Regel erstellen</h2>\\n      <div class=\\\"mt-4 grid gap-3 md:grid-cols-5\\\">\\n        <input v-model=\\\"form.merchant_contains\\\" class=\\\"field\\\" placeholder=\\\"Händler enthält Text\\\" />\\n        <input v-model=\\\"form.source_type\\\" class=\\\"field\\\" placeholder=\\\"Quelle optional\\\" />\\n        <select v-model=\\\"form.category_id\\\" class=\\\"field\\\"><option value=\\\"\\\">Kategorie</option><option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option></select>\\n        <select v-model=\\\"form.target_status\\\" class=\\\"field\\\"><option value=\\\"auto\\\">auto</option><option value=\\\"review\\\">review</option></select>\\n        <button class=\\\"btn-primary\\\" @click=\\\"create\\\">Regel erstellen</button>\\n      </div>\\n    </section>\\n    <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n      <h2 class=\\\"text-lg font-semibold text-white\\\">Bestehende Regeln</h2>\\n      <table class=\\\"mt-4 w-full text-left text-sm text-slate-300\\\"><thead class=\\\"text-xs uppercase text-slate-500\\\"><tr><th>Text</th><th>Quelle</th><th>Kategorie</th><th>Status</th><th>Aktiv</th><th>Aktionen</th></tr></thead><tbody><tr v-for=\\\"rule in rules\\\" :key=\\\"rule.rule_id\\\" class=\\\"border-t border-slate-800\\\"><td class=\\\"py-3\\\">{{ rule.merchant_contains }}</td><td>{{ rule.source_type || 'alle' }}</td><td>{{ rule.category_name || '—' }}</td><td>{{ rule.target_status }}</td><td>{{ rule.is_active ? 'ja' : 'nein' }}</td><td class=\\\"flex flex-wrap gap-2 py-2\\\"><button class=\\\"mini\\\" @click=\\\"testRule(rule.rule_id)\\\">Test</button><button class=\\\"mini green\\\" @click=\\\"applyRule(rule.rule_id)\\\">Als Vorschlag anwenden</button><button class=\\\"mini\\\" @click=\\\"deactivate(rule.rule_id)\\\">Deaktivieren</button></td></tr><tr v-if=\\\"!rules.length\\\"><td colspan=\\\"6\\\" class=\\\"py-6 text-center text-slate-500\\\">Noch keine Regeln.</td></tr></tbody></table>\\n    </section>\\n  </section>\\n</template>\\n<script setup lang=\\\"ts\\\">\\nimport { computed, onMounted, reactive, ref } from 'vue'\\nimport { applyBudgetRule, createBudgetRule, deactivateBudgetRule, getBudgetCategories, getBudgetRules, testBudgetRule, type BudgetCategory, type BudgetRule } from '@/api/budget'\\nconst rules = ref<BudgetRule[]>([]); const categories = ref<BudgetCategory[]>([]); const message = ref('')\\nconst form = reactive({ merchant_contains: '', source_type: '', category_id: '', target_status: 'review' })\\nconst flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk=(items: BudgetCategory[]) => items.forEach(i=>{ out.push(i); walk(i.children||[]) }); walk(categories.value); return out })\\nasync function load() { rules.value = await getBudgetRules(); categories.value = await getBudgetCategories() }\\nasync function create() { await createBudgetRule(form); message.value='Regel erstellt. Sie bucht nichts produktiv.'; form.merchant_contains=''; await load() }\\nasync function testRule(id: string) { const result = await testBudgetRule(id); message.value = `Test: ${(result as any).match_count ?? 0} offene Treffer.` }\\nasync function applyRule(id: string) { const result = await applyBudgetRule(id); message.value = `Regel angewendet: ${(result as any).updated_count ?? 0} Vorschläge, 0 produktive Buchungen.`; await load() }\\nasync function deactivate(id: string) { await deactivateBudgetRule(id); message.value='Regel deaktiviert.'; await load() }\\nonMounted(load)\\n</script>\\n<style scoped>.field{border-radius:.75rem;border:1px solid rgb(51 65 85);background:rgb(15 23 42);padding:.6rem .75rem;color:white}.btn-primary{border-radius:.75rem;background:rgb(6 182 212 / .18);border:1px solid rgb(34 211 238 / .4);padding:.55rem .8rem;color:rgb(207 250 254)}.mini{border-radius:.5rem;border:1px solid rgb(51 65 85);padding:.3rem .5rem;font-size:.75rem;color:rgb(203 213 225)}.green{border-color:rgb(16 185 129 / .6);color:rgb(167 243 208)}</style>\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetRulesPage.vue\"}"
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      "content": "[Your active task list was preserved across context compression]\n- [>] p19-0. Arbeitsbasis prüfen, sauberen Git-Stand und vorhandene Budget-APIs/UI inventarisieren (in_progress)\n- [ ] p19-1. Phase-1.9 Backend-Regressionstests für Summary/Filter/Sort/Batch Preview/Split/Rules/Budgetstatus schreiben und RED prüfen (pending)\n- [ ] p19-2. Backend Services/API für Candidate Summary, Filter/Sort, Batch Preview/Actions, Split Confirm, Review-Kategorie, Rule MVP-light ergänzen (pending)\n- [ ] p19-3. Frontend Buchungen prüfen: Summary Cards, Filter/Sort, Batch Preview/Confirm, Split Drawer, Kategorie erstellen (pending)\n- [ ] p19-4. Rule Manager MVP-light Seite und Route bauen (pending)\n- [ ] p19-5. Effektive Ausgaben, Budgetstatus Row Click und Income-Seite verbessern (pending)\n- [ ] p19-6. Tests grün machen: pytest, npm test, npm build (pending)\n- [ ] p19-7. Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check (pending)\n- [ ] p19-8. Commit, Push, Remote-Hash, Abschlussbericht (pending)"
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      "content": "{\"content\": \"     1|import { createRouter, createWebHistory } from 'vue-router'\\n     2|import CommandCenter from '@/pages/CommandCenter.vue'\\n     3|import PortfolioPage from '@/pages/PortfolioPage.vue'\\n     4|import CryptoPage from '@/pages/CryptoPage.vue'\\n     5|import EquityPage from '@/pages/EquityPage.vue'\\n     6|import WalletsPage from '@/pages/WalletsPage.vue'\\n     7|import ReportsPage from '@/pages/ReportsPage.vue'\\n     8|import PositionAddPage from '@/pages/PositionAddPage.vue'\\n     9|import RoadmapPage from '@/pages/RoadmapPage.vue'\\n    10|import BudgetOverviewPage from '@/pages/BudgetOverviewPage.vue'\\n    11|import BudgetTransactionsPage from '@/pages/BudgetTransactionsPage.vue'\\n    12|import BudgetAccountsPage from '@/pages/BudgetAccountsPage.vue'\\n    13|import BudgetCategoriesPage from '@/pages/BudgetCategoriesPage.vue'\\n    14|import BudgetSetupPage from '@/pages/BudgetSetupPage.vue'\\n    15|import BudgetImportReviewPage from '@/pages/BudgetImportReviewPage.vue'\\n    16|import BudgetIncomePage from '@/pages/BudgetIncomePage.vue'\\n    17|\\n    18|const later = (title: string, description: string) => ({ component: RoadmapPage, props: { title, description }, meta: { title } })\\n    19|const router = createRouter({\\n    20|  history: createWebHistory(),\\n    21|  routes: [\\n    22|    { path: '/', name: 'command-center', component: CommandCenter, meta: { title: 'Command Center' } },\\n    23|    { path: '/portfolio', name: 'portfolio', component: PortfolioPage, meta: { title: 'Portfolio' } },\\n    24|    { path: '/crypto', name: 'crypto', component: CryptoPage, meta: { title: 'Crypto' } },\\n    25|    { path: '/equity', name: 'equity', component: EquityPage, meta: { title: 'Aktien & ETFs' } },\\n    26|    { path: '/wallets', name: 'wallets', component: WalletsPage, meta: { title: 'Wallets' } },\\n    27|    { path: '/positions/add', name: 'position-add', component: PositionAddPage, meta: { title: 'Position hinzufügen' } },\\n    28|    { path: '/reports', name: 'reports', component: ReportsPage, meta: { title: 'Reports' } },\\n    29|    { path: '/planning/budget', name: 'budget-overview', component: BudgetOverviewPage, meta: { title: 'Budgetstatus nach Kategorie' } },\\n    30|    { path: '/planning/budget/status', name: 'budget-status', component: BudgetOverviewPage, meta: { title: 'Budgetstatus nach Kategorie' } },\\n    31|    { path: '/planning/budget/transactions', name: 'budget-transactions', component: BudgetTransactionsPage, meta: { title: 'Manuelle Budget-Transaktionen' } },\\n    32|    { path: '/planning/budget/accounts', name: 'budget-accounts', component: BudgetAccountsPage, meta: { title: 'Budget-Konten' } },\\n    33|    { path: '/planning/budget/categories', name: 'budget-categories', component: BudgetCategoriesPage, meta: { title: 'Budget-Kategorien' } },\\n    34|    { path: '/planning/budget/tags', name: 'budget-tags-later', ...later('Tags', 'Tag-Verwaltung ist als Budget Setup-Unterseite vorgesehen. Aktuell erfolgt sie im bestehenden Kategorien/Setup-Flow.') },\\n    35|    { path: '/planning/budget/setup', name: 'budget-setup', component: BudgetSetupPage, meta: { title: 'Excel übernehmen / Seed Review' } },\\n    36|    { path: '/planning/budget/plans', name: 'budget-plans-later', ...later('Budgetpläne', 'Budgetpläne sind produktiv übernommen; Detailpflege folgt als eigener Editor.') },\\n    37|    { path: '/planning/budget/monthly', name: 'budget-monthly-later', ...later('Monatsbudget', 'Monatsbudget ist im Budgetstatus je Kategorie sichtbar; Detailseite folgt.') },\\n    38|    { path: '/planning/budget/yearly', name: 'budget-yearly-later', ...later('Jahresbudget', 'Jahresbudget ist im Budgetstatus je Kategorie sichtbar; Detailseite folgt.') },\\n    39|    { path: '/planning/budget/income/planned', name: 'budget-income-planned', component: BudgetIncomePage, meta: { title: 'Geplante Einnahmen' } },\\n    40|    { path: '/planning/budget/income/actual', name: 'budget-income-actual', component: BudgetIncomePage, meta: { title: 'Effektive Einnahmen' } },\\n    41|    { path: '/planning/budget/income/forecast', name: 'budget-income-forecast', component: BudgetIncomePage, meta: { title: 'Einkommen Prognose' } },\\n    42|    { path: '/planning/budget/expenses/actual', name: 'budget-expenses-actual', component: BudgetTransactionsPage, meta: { title: 'Effektive Ausgaben' } },\\n    43|    { path: '/planning/budget/expenses/manual', name: 'budget-expenses-manual', component: BudgetTransactionsPage, meta: { title: 'Manuelle Ausgabe' } },\\n    44|    { path: '/planning/budget/expenses/review', name: 'budget-expense-review', component: BudgetImportReviewPage, meta: { title: 'Buchungen prüfen' } },\\n    45|    { path: '/planning/budget/import-review', redirect: '/planning/budget/expenses/review' },\\n    46|    { path: '/planning/budget/category-assignment', redirect: '/planning/budget/expenses/review' },\\n    47|    { path: '/planning/budget/analysis/budget-vs-actual', name: 'budget-vs-actual', component: BudgetOverviewPage, meta: { title: 'Budget vs Ist' } },\\n    48|    { path: '/planning/budget/analysis/categories', name: 'budget-category-analysis-later', ...later('Kategorienvergleich', 'Kategorienvergleich ist Roadmap, kein Fake-Inhalt.') },\\n    49|    { path: '/planning/budget/analysis/monthly', name: 'budget-monthly-analysis-later', ...later('Monatsverlauf', 'Monatsverlauf folgt nach stabiler Budgetbasis.') },\\n    50|    { path: '/planning/budget/analysis/forecast', name: 'budget-forecast', component: BudgetOverviewPage, meta: { title: 'Prognose' } },\\n    51|    { path: '/planning/budget/analysis/traffic-lights', name: 'budget-traffic-lights', component: BudgetOverviewPage, meta: { title: 'Ampeln' } },\\n    52|    { path: '/planning/budget/imports', name: 'budget-imports-later', ...later('Imports, später', 'VISA/Migros/Cumulus-Massenimporte bleiben später; aktuell nur kontrollierter Review-Seed.') },\\n    53|    { path: '/planning/budget/rules', name: 'budget-rules-later', ...later('Regeln, später', 'Keine grosse Rule Engine; nur MVP-light Vorschläge im Import Review.') },\\n    54|    { path: '/planning/budget/fixed-costs', name: 'budget-fixed-costs-later', ...later('Fixkosten, später', 'Recurring Candidates bleiben Review-/Roadmap-Objekte.') },\\n    55|    { path: '/planning/budget/duplicates', name: 'budget-duplicates-later', ...later('Duplikate, später', 'Minimale Duplikaterkennung existiert im Import Review; Detailmodul folgt später.') },\\n    56|    { path: '/planning/budget/migros-cumulus', name: 'budget-migros-later', ...later('Migros/Cumulus Details', 'Details folgen nach kontrolliertem Import-Review.') },\\n    57|    { path: '/planning/budget/visa-import', name: 'budget-visa-later', ...later('VISA Import', 'Kein VISA-Massenimport ohne Dry Run/Review.') },\\n    58|    { path: '/planning/finance', name: 'finance-later', ...later('Finanzplanung, später', 'Langfristige Planung, Ziele und Szenarien folgen später.') },\\n    59|    { path: '/analysis/performance', name: 'performance-later', ...later('Performance, später', 'Performancevergleich wird nicht in diesem Sprint gebaut.') },\\n    60|    { path: '/analysis/contribution', name: 'contribution-later', ...later('Contribution, später', 'Gewinnbeitrag / Contribution ist Roadmap, kein Fake-Inhalt.') },\\n    61|    { path: '/analysis/backtest', name: 'backtest-later', ...later('Backtest, später', 'Backtests sind Roadmap-Punkte.') },\\n    62|    { path: '/analysis/analysts', name: 'analysts-later', ...later('Analysten, später', 'Analystenbewertungen folgen später ohne Provider-Abruf beim Rendern.') },\\n    63|    { path: '/planning/goals', name: 'goals-later', ...later('Ziele, später', 'Finanzielle Ziele werden separat geplant.') }\\n    64|  ]\\n    65|})\\n    66|export default router\\n    67|\", \"total_lines\": 66, \"file_size\": 7289, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"content\": \"     1|<template>\\n     2|  <aside class=\\\"flex h-full w-72 flex-col overflow-y-auto border-r border-slate-800 bg-slate-950 p-5\\\">\\n     3|    <div><p class=\\\"text-xs uppercase tracking-[0.3em] text-cyan-400\\\">JARVIS</p><h1 class=\\\"mt-2 text-xl font-semibold text-white\\\">Finance</h1></div>\\n     4|    <nav class=\\\"mt-8 space-y-2\\\">\\n     5|      <RouterLink v-for=\\\"item in mainItems\\\" :key=\\\"item.to\\\" :to=\\\"item.to\\\" class=\\\"nav-link\\\" active-class=\\\"bg-cyan-500/15 text-cyan-200\\\">{{ item.label }}</RouterLink>\\n     6|      <template v-for=\\\"group in budgetGroups\\\" :key=\\\"group.title\\\">\\n     7|        <p class=\\\"pt-4 text-xs uppercase tracking-[0.2em] text-slate-500\\\">{{ group.title }}</p>\\n     8|        <RouterLink v-for=\\\"item in group.items\\\" :key=\\\"item.to\\\" :to=\\\"item.to\\\" class=\\\"nav-link text-slate-400\\\" active-class=\\\"bg-cyan-500/15 text-cyan-200\\\">{{ item.label }}</RouterLink>\\n     9|      </template>\\n    10|    </nav>\\n    11|    <footer class=\\\"mt-auto rounded-xl border border-slate-800 bg-slate-900 p-3 text-xs text-slate-400\\\"><p>Read-only User Dashboard</p><p>Lokales User Dashboard</p><p class=\\\"mt-1\\\">Arbeitsseiten: Preview/Confirm/Audit</p><p>Provider beim Rendern: nein</p></footer>\\n    12|  </aside>\\n    13|</template>\\n    14|<script setup lang=\\\"ts\\\">\\n    15|const mainItems = [{ to: '/', label: 'Command Center' }, { to: '/portfolio', label: 'Portfolio' }, { to: '/crypto', label: 'Crypto' }, { to: '/equity', label: 'Aktien & ETFs' }, { to: '/wallets', label: 'Wallets' }, { to: '/positions/add', label: 'Position hinzufügen' }, { to: '/reports', label: 'Reports' }]\\n    16|const budgetGroups = [\\n    17|  { title: 'Budget', items: [{ to: '/planning/budget/status', label: 'Budgetstatus nach Kategorie' }, { to: '/planning/budget/monthly', label: 'Monatsbudget' }, { to: '/planning/budget/yearly', label: 'Jahresbudget' }, { to: '/planning/budget/plans', label: 'Budgetpläne' }] },\\n    18|  { title: 'Ausgaben', items: [{ to: '/planning/budget/expenses/review', label: 'Buchungen prüfen' }, { to: '/planning/budget/expenses/actual', label: 'Effektive Ausgaben' }, { to: '/planning/budget/expenses/manual', label: 'Manuelle Ausgabe' }] },\\n    19|  { title: 'Setup', items: [{ to: '/planning/budget/categories', label: 'Kategorien' }, { to: '/planning/budget/tags', label: 'Tags' }, { to: '/planning/budget/accounts', label: 'Konten' }, { to: '/planning/budget/setup', label: 'Excel übernehmen / Seed Review' }] },\\n    20|  { title: 'Später', items: [{ to: '/planning/budget/rules', label: 'Regeln' }, { to: '/planning/budget/fixed-costs', label: 'Fixkosten' }, { to: '/planning/budget/duplicates', label: 'Duplikate' }, { to: '/planning/budget/migros-cumulus', label: 'Migros Details' }, { to: '/planning/budget/visa-import', label: 'VISA Import' }] },\\n    21|]\\n    22|</script>\\n    23|<style scoped>.nav-link{display:block;border-radius:.75rem;padding:.5rem .75rem;font-size:.875rem;color:rgb(203 213 225)}.nav-link:hover{background:rgb(15 23 42);color:white}</style>\\n    24|\", \"total_lines\": 23, \"file_size\": 2804, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"content\": \"     1|<template>\\n     2|  <section class=\\\"space-y-6\\\">\\n     3|    <header class=\\\"flex flex-col gap-4 lg:flex-row lg:items-end lg:justify-between\\\">\\n     4|      <div>\\n     5|        <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Ausgaben · bestätigte Budget-Transaktionen</p>\\n     6|        <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">{{ isManual ? 'Manuelle Ausgabe' : 'Effektive Ausgaben' }}</h1>\\n     7|        <p class=\\\"mt-1 text-sm text-slate-400\\\">Wofür ist diese Seite? Hier siehst und bearbeitest du bestätigte echte Budget-Transaktionen vom Typ Ausgabe. Import-Kandidaten gehören in Import Review.</p>\\n     8|        <p class=\\\"mt-2 inline-flex rounded-full border border-cyan-500/40 px-3 py-1 text-xs text-cyan-100\\\">Arbeitsmodus: Änderungen erst nach Bestätigung, Beträge nur via Adjustment/Reversal</p>\\n     9|      </div>\\n    10|      <div class=\\\"flex gap-2\\\"><button data-test=\\\"new-expense\\\" class=\\\"btn-primary\\\" @click=\\\"startExpense\\\">Ausgabe erfassen</button></div>\\n    11|    </header>\\n    12|\\n    13|    <div class=\\\"grid gap-3 rounded-2xl border border-slate-800 bg-slate-900/70 p-4 md:grid-cols-4 xl:grid-cols-7\\\">\\n    14|      <input v-model=\\\"filters.month\\\" class=\\\"field\\\" placeholder=\\\"Zeitraum YYYY-MM\\\" @change=\\\"loadTransactions\\\" />\\n    15|      <select v-model=\\\"filters.account_id\\\" class=\\\"field\\\" @change=\\\"loadTransactions\\\"><option value=\\\"\\\">Alle Konten</option><option v-for=\\\"a in accounts\\\" :key=\\\"a.budget_account_id\\\" :value=\\\"a.budget_account_id\\\">{{ a.name }}</option></select>\\n    16|      <select v-model=\\\"filters.category_id\\\" class=\\\"field\\\" @change=\\\"loadTransactions\\\"><option value=\\\"\\\">Alle Kategorien</option><option value=\\\"__uncategorized\\\">Unkategorisiert</option><option v-for=\\\"c in flatCategories\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ c.name }}</option></select>\\n    17|      <input v-model=\\\"filters.tag\\\" class=\\\"field\\\" placeholder=\\\"Tag\\\" @keyup.enter=\\\"loadTransactions\\\" />\\n    18|      <input v-model=\\\"filters.source_type\\\" class=\\\"field\\\" placeholder=\\\"Quelle\\\" @keyup.enter=\\\"loadTransactions\\\" />\\n    19|      <input v-model=\\\"filters.merchant\\\" class=\\\"field\\\" placeholder=\\\"Händler\\\" @keyup.enter=\\\"loadTransactions\\\" />\\n    20|      <input v-model=\\\"filters.search\\\" class=\\\"field\\\" placeholder=\\\"Suche\\\" @keyup.enter=\\\"loadTransactions\\\" />\\n    21|    </div>\\n    22|\\n    23|    <section v-if=\\\"mode\\\" class=\\\"rounded-2xl border border-cyan-500/30 bg-slate-900 p-5\\\">\\n    24|      <h2 class=\\\"text-lg font-semibold text-white\\\">Manuelle Ausgabe erfassen</h2>\\n    25|      <div class=\\\"mt-4 grid gap-3 md:grid-cols-3\\\">\\n    26|        <select v-model=\\\"form.account_id\\\" data-test=\\\"transaction-account\\\" class=\\\"field\\\"><option value=\\\"\\\">Konto wählen</option><option v-for=\\\"a in accounts\\\" :key=\\\"a.budget_account_id\\\" :value=\\\"a.budget_account_id\\\">{{ a.name }}</option></select>\\n    27|        <input v-model=\\\"form.amount_original\\\" data-test=\\\"transaction-amount\\\" class=\\\"field\\\" placeholder=\\\"Betrag\\\" />\\n    28|        <input v-model=\\\"form.currency_original\\\" class=\\\"field\\\" placeholder=\\\"CHF\\\" />\\n    29|        <input v-model=\\\"form.transaction_date\\\" class=\\\"field\\\" type=\\\"date\\\" />\\n    30|        <input v-model=\\\"form.description\\\" data-test=\\\"transaction-description\\\" class=\\\"field\\\" placeholder=\\\"Beschreibung / Händler\\\" />\\n    31|        <select v-model=\\\"form.category_id\\\" data-test=\\\"transaction-category\\\" class=\\\"field\\\"><option value=\\\"\\\">Kategorie wählen</option><option v-for=\\\"c in flatCategories\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ c.name }}</option></select>\\n    32|        <input v-model=\\\"form.notes\\\" class=\\\"field md:col-span-3\\\" placeholder=\\\"Notiz optional\\\" />\\n    33|      </div>\\n    34|      <div class=\\\"mt-4 flex gap-3\\\"><button data-test=\\\"preview-transaction\\\" class=\\\"btn-primary\\\" @click=\\\"preview\\\">Preview / Zusammenfassung prüfen</button><button v-if=\\\"previewResult\\\" data-test=\\\"confirm-transaction\\\" class=\\\"btn-primary\\\" @click=\\\"confirm\\\">Confirm / final speichern</button></div>\\n    35|      <div v-if=\\\"previewResult\\\" class=\\\"mt-4 rounded-xl border border-slate-700 bg-slate-950 p-4 text-sm text-slate-200\\\"><h3 class=\\\"font-semibold text-white\\\">Zusammenfassung prüfen</h3><p>{{ previewResult.summary }}</p><p>FX: {{ previewResult.fx_status || 'n/a' }}</p><ul><li v-for=\\\"w in previewResult.warnings\\\" :key=\\\"w\\\">{{ w }}</li></ul></div>\\n    36|      <p v-if=\\\"message\\\" class=\\\"mt-3 text-sm text-cyan-200\\\">{{ message }}</p>\\n    37|    </section>\\n    38|\\n    39|    <table class=\\\"w-full overflow-hidden rounded-2xl border border-slate-800 text-left text-sm text-slate-300\\\" data-test=\\\"effective-expenses-table\\\"><thead class=\\\"bg-slate-900 text-xs uppercase tracking-[0.16em] text-slate-500\\\"><tr><th class=\\\"p-3\\\">Datum</th><th>Konto</th><th>Händler/Beschreibung</th><th>Kategorie</th><th>Tags</th><th>Betrag</th><th>Währung</th><th>CHF-Wert</th><th>Quelle</th><th>Status</th></tr></thead><tbody><tr v-for=\\\"tx in transactions\\\" :key=\\\"tx.budget_transaction_id\\\" class=\\\"cursor-pointer border-t border-slate-800 hover:bg-slate-800/50\\\" @click=\\\"openTx(tx)\\\"><td class=\\\"p-3\\\">{{ tx.transaction_date }}</td><td>{{ tx.account_name }}</td><td>{{ tx.description }}</td><td>{{ tx.category_name || 'Review nötig' }}</td><td>—</td><td>{{ tx.amount_original }}</td><td>{{ tx.currency_original }}</td><td>{{ tx.amount_chf || '—' }}</td><td>{{ tx.source_type || '—' }}</td><td>{{ tx.status }}</td></tr><tr v-if=\\\"!transactions.length\\\"><td colspan=\\\"10\\\" class=\\\"p-6 text-center text-slate-500\\\">Keine bestätigten Ausgaben für diese Filter.</td></tr></tbody></table>\\n    40|\\n    41|    <aside v-if=\\\"selectedTx\\\" class=\\\"fixed inset-y-0 right-0 z-40 w-full max-w-2xl overflow-y-auto border-l border-slate-800 bg-slate-950 p-6 shadow-2xl\\\" data-test=\\\"expense-detail-drawer\\\">\\n    42|      <button class=\\\"float-right text-slate-300\\\" @click=\\\"selectedTx=null\\\">Schließen</button>\\n    43|      <p class=\\\"text-xs uppercase tracking-[0.2em] text-cyan-400\\\">Ausgaben-Detail</p>\\n    44|      <h2 class=\\\"mt-2 text-2xl font-semibold text-white\\\">{{ selectedTx.description }}</h2>\\n    45|      <dl class=\\\"mt-5 grid gap-3 text-sm text-slate-300 md:grid-cols-2\\\"><div><dt class=\\\"text-slate-500\\\">Datum</dt><dd>{{ selectedTx.transaction_date }}</dd></div><div><dt class=\\\"text-slate-500\\\">Betrag</dt><dd>{{ selectedTx.currency_original }} {{ selectedTx.amount_original }}</dd></div><div><dt class=\\\"text-slate-500\\\">CHF-Wert</dt><dd>{{ selectedTx.amount_chf || '—' }}</dd></div><div><dt class=\\\"text-slate-500\\\">Status</dt><dd>{{ selectedTx.status }}</dd></div></dl>\\n    46|      <div class=\\\"mt-6 grid gap-3\\\">\\n    47|        <select v-model=\\\"edit.category_id\\\" class=\\\"field\\\" data-test=\\\"expense-category-select\\\"><option value=\\\"\\\">Unkategorisiert</option><option v-for=\\\"c in flatCategories\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ c.name }}</option></select>\\n    48|        <input v-model=\\\"edit.description\\\" class=\\\"field\\\" />\\n    49|        <input v-model=\\\"edit.tag_names\\\" class=\\\"field\\\" placeholder=\\\"Tags, kommagetrennt\\\" />\\n    50|        <textarea v-model=\\\"edit.change_note\\\" class=\\\"field\\\" placeholder=\\\"Begründung / Notiz für Audit\\\"></textarea>\\n    51|      </div>\\n    52|      <div class=\\\"mt-4 flex flex-wrap gap-3\\\"><button class=\\\"btn-primary\\\" @click=\\\"saveSelected\\\">Kategorie/Tags mit Audit speichern</button><button class=\\\"btn\\\" @click=\\\"reverseInfo\\\">Stornieren/Rückgängig vorbereiten</button><button class=\\\"btn\\\" @click=\\\"adjustmentInfo\\\">Adjustment statt Betrag überschreiben</button></div>\\n    53|      <p class=\\\"mt-4 rounded-xl border border-slate-800 bg-slate-900 p-3 text-sm text-slate-400\\\">Audit/Verlauf: Änderungen schreiben Audit-Events. Betragsänderungen werden nicht still überschrieben.</p>\\n    54|    </aside>\\n    55|  </section>\\n    56|</template>\\n    57|<script setup lang=\\\"ts\\\">\\n    58|import { computed, onMounted, reactive, ref } from 'vue'\\n    59|import { useRoute } from 'vue-router'\\n    60|import { confirmBudgetTransaction, getBudgetAccounts, getBudgetCategories, getBudgetTransactions, previewBudgetTransaction, updateBudgetTransaction, type BudgetAccount, type BudgetCategory, type BudgetPreview, type BudgetTransaction } from '@/api/budget'\\n    61|const route = useRoute()\\n    62|const isManual = computed(() => route?.name === 'budget-expenses-manual')\\n    63|const accounts = ref<BudgetAccount[]>([]); const categories = ref<BudgetCategory[]>([]); const transactions = ref<BudgetTransaction[]>([]); const mode = ref(false)\\n    64|const selectedTx = ref<BudgetTransaction | null>(null); const previewResult = ref<BudgetPreview | null>(null); const message = ref('')\\n    65|const filters = reactive({ month: '', account_id: '', category_id: '', tag: '', source_type: '', merchant: '', search: '' })\\n    66|const form = reactive({ account_id: '', amount_original: '', currency_original: 'CHF', transaction_date: new Date().toISOString().slice(0,10), description: '', category_id: '', notes: '' })\\n    67|const edit = reactive({ category_id: '', description: '', tag_names: '', change_note: '' })\\n    68|const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\n    69|function startExpense() { mode.value = true; previewResult.value = null; message.value = '' }\\n    70|async function loadBase() { accounts.value = await getBudgetAccounts(); categories.value = await getBudgetCategories(); await loadTransactions(); if (isManual.value) mode.value = true }\\n    71|async function loadTransactions() { const params = new URLSearchParams({ transaction_type: 'expense', status: 'confirmed' }); for (const [k,v] of Object.entries(filters)) if (v) params.set(k, v); transactions.value = await getBudgetTransactions(`?${params.toString()}`) }\\n    72|async function preview() { previewResult.value = await previewBudgetTransaction({ ...form, transaction_type: 'expense' }) }\\n    73|async function confirm() { if (!previewResult.value) return; const result = await confirmBudgetTransaction(previewResult.value.payload); message.value = result.message; previewResult.value = null; await loadTransactions() }\\n    74|function openTx(tx: BudgetTransaction) { selectedTx.value = tx; edit.category_id = tx.category_id || ''; edit.description = tx.description; edit.tag_names = ''; edit.change_note = 'Effektive Ausgaben Detail Drawer' }\\n    75|async function saveSelected() { if (!selectedTx.value) return; await updateBudgetTransaction(selectedTx.value.budget_transaction_id, { category_id: edit.category_id, description: edit.description, tag_names: edit.tag_names.split(',').map(x => x.trim()).filter(Boolean), change_note: edit.change_note }); message.value = 'Ausgabe aktualisiert und auditiert.'; selectedTx.value = null; await loadTransactions() }\\n    76|function reverseInfo() { message.value = 'Reversal-Flow vorhanden: Betrag wird nicht still überschrieben; Confirm-Reversal erfolgt über API/Flow.' }\\n    77|function adjustmentInfo() { message.value = 'Adjustment-Flow: Neue Gegen-/Korrekturbuchung mit Begründung statt Betrag überschreiben.' }\\n    78|onMounted(loadBase)\\n    79|</script>\\n    80|<style scoped>.field{border-radius:.75rem;border:1px solid rgb(51 65 85);background:rgb(15 23 42);padding:.6rem .75rem;color:white}.btn{border-radius:.75rem;border:1px solid rgb(51 65 85);padding:.55rem .8rem;color:rgb(203 213 225)}.btn-primary{border-radius:.75rem;background:rgb(6 182 212 / .18);border:1px solid rgb(34 211 238 / .4);padding:.55rem .8rem;color:rgb(207 250 254)}</style>\\n    81|\", \"total_lines\": 80, \"file_size\": 10881, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "role": "tool",
      "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 1.4</p>\\n     5|      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Budgetstatus nach Kategorie</h1>\\n     6|      <p class=\\\"mt-1 text-sm text-slate-400\\\">Plan, Ist, Prognose und Ampel je JARVIS-Kategorie. Zeile anklicken öffnet Buchungsdetails.</p>\\n     7|    </header>\\n     8|\\n     9|    <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    10|    <div v-if=\\\"message\\\" class=\\\"rounded-xl border border-emerald-500/40 bg-emerald-950/30 p-4 text-sm text-emerald-200\\\">{{ message }}</div>\\n    11|\\n    12|    <div class=\\\"grid gap-4 md:grid-cols-4\\\">\\n    13|      <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    14|        <p class=\\\"text-xs uppercase tracking-[0.2em] text-slate-500\\\">{{ card.label }}</p>\\n    15|        <p class=\\\"mt-3 text-2xl font-semibold text-white\\\">{{ card.value }}</p>\\n    16|        <p v-if=\\\"card.hint\\\" class=\\\"mt-1 text-xs text-slate-500\\\">{{ card.hint }}</p>\\n    17|      </div>\\n    18|    </div>\\n    19|\\n    20|    <section class=\\\"overflow-hidden rounded-2xl border border-slate-800 bg-slate-900/70\\\">\\n    21|      <div class=\\\"flex items-center justify-between border-b border-slate-800 p-5\\\">\\n    22|        <div>\\n    23|          <h2 class=\\\"text-lg font-semibold text-white\\\">Budgetstatus nach Kategorie</h2>\\n    24|          <p class=\\\"text-xs text-slate-500\\\">Monats- und Jahresbudget stehen in einer Zeile. Keine Scheingenauigkeit: ohne Ist-Daten bleibt der Status leer/neutral.</p>\\n    25|        </div>\\n    26|        <span class=\\\"rounded-full border border-slate-700 px-3 py-1 text-xs text-slate-300\\\">{{ overview?.current_month || '—' }}</span>\\n    27|      </div>\\n    28|      <div class=\\\"overflow-x-auto\\\">\\n    29|        <table class=\\\"min-w-full text-left text-sm text-slate-300\\\">\\n    30|          <thead class=\\\"bg-slate-950/60 text-xs uppercase tracking-wide text-slate-500\\\">\\n    31|            <tr>\\n    32|              <th class=\\\"px-4 py-3\\\">Kategorie</th>\\n    33|              <th class=\\\"px-4 py-3 text-right\\\">Budget Monat</th>\\n    34|              <th class=\\\"px-4 py-3 text-right\\\">Budget Jahr</th>\\n    35|              <th class=\\\"px-4 py-3 text-right\\\">Ist Jahr bisher</th>\\n    36|              <th class=\\\"px-4 py-3 text-right\\\">Ist Ø Monat</th>\\n    37|              <th class=\\\"px-4 py-3 text-right\\\">Prognose Jahr</th>\\n    38|              <th class=\\\"px-4 py-3 text-right\\\">Prognose Ø Monat</th>\\n    39|              <th class=\\\"px-4 py-3 text-right\\\">Abweichung</th>\\n    40|              <th class=\\\"px-4 py-3\\\">Status</th>\\n    41|            </tr>\\n    42|          </thead>\\n    43|          <tbody>\\n    44|            <tr v-for=\\\"row in overview?.budget_categories || []\\\" :key=\\\"row.category_id\\\" data-test=\\\"budget-status-row\\\" class=\\\"cursor-pointer border-t border-slate-800 hover:bg-slate-800/60\\\" @click=\\\"openCategory(row)\\\">\\n    45|              <td class=\\\"px-4 py-3 font-medium text-white\\\">{{ row.category }}<small class=\\\"block text-slate-500\\\">{{ row.category_type }}</small></td>\\n    46|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.budget_month }}</td>\\n    47|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.budget_year }}</td>\\n    48|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.actual_year_to_date }}</td>\\n    49|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.actual_avg_month }}</td>\\n    50|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.forecast_year }}</td>\\n    51|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.forecast_avg_month }}</td>\\n    52|              <td class=\\\"px-4 py-3 text-right\\\">CHF {{ row.deviation_year }}</td>\\n    53|              <td class=\\\"px-4 py-3\\\"><span :class=\\\"statusClass(row.status)\\\" class=\\\"rounded-full px-2 py-1 text-xs\\\">{{ row.status }}</span></td>\\n    54|            </tr>\\n    55|            <tr v-if=\\\"!overview?.budget_categories?.length\\\"><td colspan=\\\"9\\\" class=\\\"px-4 py-6 text-center text-slate-500\\\">Noch keine bestätigten Budgetpläne.</td></tr>\\n    56|          </tbody>\\n    57|        </table>\\n    58|      </div>\\n    59|    </section>\\n    60|\\n    61|    <section class=\\\"grid gap-4 lg:grid-cols-2\\\">\\n    62|      <div class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    63|        <h2 class=\\\"text-lg font-semibold text-white\\\">Review-Hinweise</h2>\\n    64|        <dl class=\\\"mt-4 grid gap-3 text-sm text-slate-300\\\">\\n    65|          <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    66|          <div class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><dt>Seed Review offen</dt><dd>{{ overview?.pending_seed_candidate_count ?? 0 }}</dd></div>\\n    67|          <div class=\\\"flex justify-between border-b border-slate-800 pb-2\\\"><dt>Import Review offen</dt><dd>{{ overview?.pending_transaction_candidate_count ?? 0 }}</dd></div>\\n    68|        </dl>\\n    69|      </div>\\n    70|      <div class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    71|        <h2 class=\\\"text-lg font-semibold text-white\\\">Letzte Transaktionen</h2>\\n    72|        <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n    73|          <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    74|          <li v-if=\\\"!overview?.recent_transactions?.length\\\" class=\\\"text-slate-500\\\">Noch keine Buchungen.</li>\\n    75|        </ul>\\n    76|      </div>\\n    77|    </section>\\n    78|\\n    79|    <aside v-if=\\\"selected\\\" class=\\\"fixed inset-y-0 right-0 z-40 w-full max-w-3xl overflow-y-auto border-l border-slate-800 bg-slate-950 p-6 shadow-2xl\\\" data-test=\\\"category-transaction-drawer\\\">\\n    80|      <div class=\\\"flex items-start justify-between gap-4\\\">\\n    81|        <div>\\n    82|          <p class=\\\"text-xs uppercase tracking-[0.2em] text-cyan-400\\\">Kategorie-Details</p>\\n    83|          <h2 class=\\\"mt-2 text-2xl font-semibold text-white\\\">{{ selected.category }}</h2>\\n    84|          <p class=\\\"text-sm text-slate-400\\\">Buchungen filtern und Kategorie/Tags/Beschreibung korrigieren. Betragskorrekturen nur via Adjustment/Reversal.</p>\\n    85|        </div>\\n    86|        <button class=\\\"rounded-lg border border-slate-700 px-3 py-2 text-sm text-slate-200\\\" @click=\\\"selected = null\\\">Schließen</button>\\n    87|      </div>\\n    88|      <div class=\\\"mt-5 grid gap-3 md:grid-cols-5\\\">\\n    89|        <input v-model=\\\"filters.month\\\" placeholder=\\\"Monat YYYY-MM\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-900 px-3 py-2 text-sm text-white\\\" />\\n    90|        <input v-model=\\\"filters.account_id\\\" placeholder=\\\"Konto-ID\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-900 px-3 py-2 text-sm text-white\\\" />\\n    91|        <input v-model=\\\"filters.merchant\\\" placeholder=\\\"Händler\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-900 px-3 py-2 text-sm text-white\\\" />\\n    92|        <input v-model=\\\"filters.tag\\\" placeholder=\\\"Tag\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-900 px-3 py-2 text-sm text-white\\\" />\\n    93|        <select v-model=\\\"filters.status\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-900 px-3 py-2 text-sm text-white\\\"><option value=\\\"\\\">Status</option><option>confirmed</option><option>reversed</option></select>\\n    94|      </div>\\n    95|      <button class=\\\"mt-3 rounded-lg bg-cyan-500 px-4 py-2 text-sm font-semibold text-slate-950\\\" @click=\\\"loadTransactions\\\">Filtern</button>\\n    96|      <div class=\\\"mt-6 space-y-3\\\">\\n    97|        <article v-for=\\\"tx in transactions\\\" :key=\\\"tx.budget_transaction_id\\\" class=\\\"rounded-xl border border-slate-800 bg-slate-900/70 p-4\\\">\\n    98|          <div class=\\\"flex justify-between gap-3 text-sm text-slate-300\\\"><span>{{ tx.transaction_date }} · {{ tx.description }}</span><span>{{ tx.currency_original }} {{ tx.amount_original }}</span></div>\\n    99|          <div class=\\\"mt-3 grid gap-2 md:grid-cols-3\\\">\\n   100|            <select v-model=\\\"edits[tx.budget_transaction_id].category_id\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-950 px-3 py-2 text-sm text-white\\\">\\n   101|              <option value=\\\"\\\">Unkategorisiert</option>\\n   102|              <option v-for=\\\"cat in flatCategories\\\" :key=\\\"cat.category_id\\\" :value=\\\"cat.category_id\\\">{{ cat.name }}</option>\\n   103|            </select>\\n   104|            <input v-model=\\\"edits[tx.budget_transaction_id].description\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-950 px-3 py-2 text-sm text-white\\\" />\\n   105|            <input v-model=\\\"edits[tx.budget_transaction_id].tag_names\\\" placeholder=\\\"Tags, kommagetrennt\\\" class=\\\"rounded-lg border border-slate-700 bg-slate-950 px-3 py-2 text-sm text-white\\\" />\\n   106|          </div>\\n   107|          <button class=\\\"mt-3 rounded-lg border border-emerald-500/60 px-3 py-2 text-xs font-semibold text-emerald-200\\\" @click=\\\"saveTransaction(tx.budget_transaction_id)\\\">Änderung mit Audit speichern</button>\\n   108|        </article>\\n   109|        <p v-if=\\\"!transactions.length\\\" class=\\\"text-sm text-slate-500\\\">Keine Buchungen für diese Filter.</p>\\n   110|      </div>\\n   111|    </aside>\\n   112|  </section>\\n   113|</template>\\n   114|<script setup lang=\\\"ts\\\">\\n   115|import { computed, onMounted, reactive, ref } from 'vue'\\n   116|import { getBudgetCategories, getBudgetOverview, getBudgetTransactions, updateBudgetTransaction, type BudgetCategory, type BudgetOverview, type BudgetStatusRow, type BudgetTransaction } from '@/api/budget'\\n   117|const overview = ref<BudgetOverview | null>(null)\\n   118|const categories = ref<BudgetCategory[]>([])\\n   119|const selected = ref<BudgetStatusRow | null>(null)\\n   120|const transactions = ref<BudgetTransaction[]>([])\\n   121|const edits = reactive<Record<string, { category_id: string; description: string; tag_names: string }>>({})\\n   122|const filters = reactive({ month: '', account_id: '', merchant: '', tag: '', status: '' })\\n   123|const error = ref('')\\n   124|const message = ref('')\\n   125|const flatCategories = computed(() => {\\n   126|  const out: BudgetCategory[] = []\\n   127|  const walk = (items: BudgetCategory[]) => items.forEach((c) => { out.push(c); if (c.children?.length) walk(c.children) })\\n   128|  walk(categories.value)\\n   129|  return out\\n   130|})\\n   131|const cards = computed(() => [\\n   132|  { label: 'Geplante Einnahmen', value: `CHF ${overview.value?.planned_income_chf || '0'}`, hint: overview.value?.current_month },\\n   133|  { label: 'Geplante Ausgaben', value: `CHF ${overview.value?.planned_expense_chf || overview.value?.planned_budget_chf || '0'}`, hint: overview.value?.actuals_label },\\n   134|  { label: 'Geplantes Netto', value: `CHF ${overview.value?.planned_net_chf || '0'}` },\\n   135|  { label: 'Tatsächliche Einnahmen', value: `CHF ${overview.value?.actual_income_chf || overview.value?.income_chf || '0'}` },\\n   136|  { label: 'Tatsächliche Ausgaben', value: `CHF ${overview.value?.actual_expense_chf || '0'}` },\\n   137|  { label: 'Tatsächliches Netto', value: `CHF ${overview.value?.actual_net_chf || overview.value?.net_cashflow_chf || '0'}` },\\n   138|  { label: 'Budgetverbrauch', value: overview.value?.budget_status === 'no_actuals' ? 'noch keine Buchungen' : `CHF ${overview.value?.remaining_budget_chf || '0'} Rest` },\\n   139|  { label: 'Review offen', value: `${(overview.value?.pending_seed_candidate_count ?? 0) + (overview.value?.pending_transaction_candidate_count ?? 0)}` },\\n   140|])\\n   141|function statusClass(status: string) {\\n   142|  if (status === 'Grün') return 'bg-emerald-500/20 text-emerald-200'\\n   143|  if (status === 'Gelb') return 'bg-yellow-500/20 text-yellow-200'\\n   144|  if (status === 'Rot') return 'bg-red-500/20 text-red-200'\\n   145|  if (status === 'Kritisch') return 'bg-red-900/60 text-red-100'\\n   146|  return 'bg-slate-800 text-slate-300'\\n   147|}\\n   148|async function refresh() { overview.value = await getBudgetOverview(); categories.value = await getBudgetCategories() }\\n   149|async function openCategory(row: BudgetStatusRow) { selected.value = row; filters.month = ''; filters.account_id = ''; filters.merchant = ''; filters.tag = ''; filters.status = ''; await loadTransactions() }\\n   150|async function loadTransactions() {\\n   151|  if (!selected.value) return\\n   152|  const params = new URLSearchParams({ category_id: selected.value.category_id })\\n   153|  for (const [k, v] of Object.entries(filters)) if (v) params.set(k, v)\\n   154|  transactions.value = await getBudgetTransactions(`?${params.toString()}`)\\n   155|  transactions.value.forEach((tx) => { edits[tx.budget_transaction_id] = { category_id: (tx as any).category_id || selected.value?.category_id || '', description: tx.description, tag_names: '' } })\\n   156|}\\n   157|async function saveTransaction(id: string) {\\n   158|  const edit = edits[id]\\n   159|  await updateBudgetTransaction(id, { category_id: edit.category_id, description: edit.description, tag_names: edit.tag_names.split(',').map((x) => x.trim()).filter(Boolean), change_note: 'Budgetstatus Kategorie-Drawer' })\\n   160|  message.value = 'Änderung gespeichert und auditiert.'\\n   161|  await loadTransactions(); await refresh()\\n   162|}\\n   163|onMounted(async () => { try { await refresh() } catch (e) { error.value = e instanceof Error ? e.message : 'Budgetdaten nicht verfügbar' } })\\n   164|</script>\\n   165|\", \"total_lines\": 164, \"file_size\": 12497, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_E1O37QfxVhGvvu2D1XrNBiof"
    },
    {
      "role": "tool",
      "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\\\">Einkommen</p>\\n     5|      <h1 class=\\\"mt-2 text-3xl font-semibold text-white\\\">Einkommen · Plan, Ist & Prognose</h1>\\n     6|      <p class=\\\"mt-1 text-sm text-slate-400\\\">Geplante Einnahmen aus Budgetplänen plus bestätigte effektive Einnahmen.</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-5\\\">\\n    10|      <div v-for=\\\"card in cards\\\" :key=\\\"card.label\\\" class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-4\\\"><p class=\\\"text-xs uppercase tracking-[0.2em] text-slate-500\\\">{{ card.label }}</p><p class=\\\"mt-3 text-xl font-semibold text-white\\\">{{ card.value }}</p></div>\\n    11|    </div>\\n    12|    <section class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-5\\\">\\n    13|      <h2 class=\\\"text-lg font-semibold text-white\\\">Einkommenskategorien</h2>\\n    14|      <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n    15|        <li v-for=\\\"row in rows\\\" :key=\\\"row.category_id\\\" class=\\\"grid gap-2 border-b border-slate-800 pb-3 md:grid-cols-6\\\"><span class=\\\"text-white\\\">{{ row.category }}</span><span>Monat CHF {{ row.budget_month }}</span><span>Jahr CHF {{ row.budget_year }}</span><span>Ist CHF {{ row.actual_year_to_date }}</span><span>Prognose CHF {{ row.forecast_year }}</span><span>{{ row.status }}</span></li>\\n    16|        <li v-if=\\\"!rows.length\\\" class=\\\"text-slate-500\\\">Noch keine Income-Budgetpläne.</li>\\n    17|      </ul>\\n    18|    </section>\\n    19|  </section>\\n    20|</template>\\n    21|<script setup lang=\\\"ts\\\">\\n    22|import { computed, onMounted, ref } from 'vue'\\n    23|import { getIncomeStatus, type BudgetStatusRow } from '@/api/budget'\\n    24|const data = ref<Record<string, any> | null>(null)\\n    25|const error = ref('')\\n    26|const rows = computed(() => (data.value?.categories || []) as BudgetStatusRow[])\\n    27|const cards = computed(() => [\\n    28|  { label: 'Plan Monat', value: `CHF ${data.value?.planned_income_month || '0'}` },\\n    29|  { label: 'Plan Jahr', value: `CHF ${data.value?.planned_income_year || '0'}` },\\n    30|  { label: 'Ist Jahr bisher', value: `CHF ${data.value?.actual_income_year_to_date || '0'}` },\\n    31|  { label: 'Prognose Jahr', value: `CHF ${data.value?.forecast_income_year || '0'}` },\\n    32|  { label: 'Status', value: `${data.value?.status || 'Noch keine Daten'}` },\\n    33|])\\n    34|onMounted(async () => { try { data.value = await getIncomeStatus('2026') } catch (e) { error.value = e instanceof Error ? e.message : 'Einkommen nicht verfügbar' } })\\n    35|</script>\\n    36|\", \"total_lines\": 35, \"file_size\": 2499, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_bZRnohH2a0guD77dgdH72STX"
    },
    {
      "role": "tool",
      "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; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; 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_id?: string | null; 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; source_type?: 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 BudgetStatusRow = { category_id: string; category: string; category_type: string; budget_month: string; budget_year: string; actual_year_to_date: string; actual_avg_month: string; forecast_year: string; forecast_avg_month: string; deviation_year: string; deviation_month: string; status: string; months_with_bookings: number; plan_names?: string[] }\\n    29|export type BudgetTransactionCandidate = { transaction_candidate_id: string; source_file_label: string; source_row_or_range?: string | null; source_type: string; transaction_date?: string | null; description: string; merchant?: string | null; amount_original?: string | null; currency_original: string; proposed_category_id?: string | null; proposed_category_name?: string | null; duplicate_of_transaction_id?: string | null; confidence: string; requires_review: boolean; status: string; notes?: string | null; classification?: string | null; review_reason?: string | null; rule_id?: string | null; rule_name?: string | null; account_source?: string | null; covered_by_source?: string | null }\\n    30|export type BudgetReviewSummary = { open_total: number; auto_categorized: number; review_needed: number; galaxus_digitec: number; migros_over_50: number; covered_by_migros: number; unclear: number; possible_duplicates: number }\\n    31|export type BudgetRule = { rule_id: string; merchant_contains: string; source_type?: string | null; category_id?: string | null; category_name?: string | null; target_status: string; is_active: boolean }\\n    32|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; pending_transaction_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: BudgetStatusRow[]; uncategorized_transactions: BudgetTransaction[]; top_categories: Array<{ category_id?: string; category_name: string; amount_chf: string; transaction_count?: number }>; recent_transactions: BudgetTransaction[] }\\n    33|\\n    34|export const getBudgetOverview = () => apiGet<BudgetOverview>('/api/budget/overview')\\n    35|export const getBudgetStatusByCategory = (year = '2026') => apiGet<BudgetStatusRow[]>(`/api/budget/status/categories?year=${year}`)\\n    36|export const getIncomeStatus = (year = '2026') => apiGet<Record<string, unknown>>(`/api/budget/income/status?year=${year}`)\\n    37|export const getBudgetTransactions = (query = '') => apiGet<BudgetTransaction[]>(`/api/budget/transactions${query}`)\\n    38|export const getBudgetAccounts = () => apiGet<BudgetAccount[]>('/api/budget/accounts')\\n    39|export const getBudgetCategories = () => apiGet<BudgetCategory[]>('/api/budget/categories')\\n    40|export const getBudgetTags = () => apiGet<BudgetTag[]>('/api/budget/tags')\\n    41|export const previewBudgetTransaction = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transactions/preview', body)\\n    42|export const confirmBudgetTransaction = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transactions/confirm', body)\\n    43|export const updateBudgetTransaction = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/transactions/${id}/update`, body)\\n    44|export const previewBudgetTransfer = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transfers/preview', body)\\n    45|export const confirmBudgetTransfer = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transfers/confirm', body)\\n    46|export const previewBudgetAccount = (body: unknown) => apiPost<BudgetPreview>('/api/budget/accounts/preview', body)\\n    47|export const confirmBudgetAccount = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/accounts/confirm', body)\\n    48|export const archiveBudgetAccount = (id: string) => apiPost<BudgetConfirm>(`/api/budget/accounts/${id}/archive`, {})\\n    49|export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\n    50|export const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\n    51|export const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\n    52|export const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\\n    53|export const previewBudgetTag = (body: unknown) => apiPost<BudgetPreview>('/api/budget/tags/preview', body)\\n    54|export const confirmBudgetTag = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/tags/confirm', body)\\n    55|export const archiveBudgetTag = (id: string) => apiPost<BudgetConfirm>(`/api/budget/tags/${id}/archive`, {})\\n    56|export const getBudgetSeedCandidates = () => apiGet<BudgetSeedCandidate[]>('/api/budget/seed-candidates')\\n    57|export const generateBudgetSeedCandidates = (body: unknown) => apiPost<BudgetSeedSummary>('/api/budget/seed-candidates/generate', body)\\n    58|export const previewBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/seed-candidates/${id}/preview`, body)\\n    59|export const confirmBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/confirm`, body)\\n    60|export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\n    61|export const reopenBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/reopen`, { note })\\n    62|export const setBudgetSeedCandidateStatus = (id: string, status: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/status`, { status, note })\\n    63|export const convertBudgetUncleanRange = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/convert-unclean`, body)\\n    64|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    65|export const confirmClearBudgetCategoriesTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/categories/confirm-clear-takeover', {})\\n    66|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    67|export const confirmBudgetPlanTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/budget-plans/confirm-takeover', {})\\n    68|export const getBudgetTransactionCandidates = (status = '', tab = '', filters: Record<string, string> = {}) => {\\n    69|  const params = new URLSearchParams()\\n    70|  if (status) params.set('status', status)\\n    71|  if (tab) params.set('tab', tab)\\n    72|  Object.entries(filters).forEach(([k, v]) => { if (v) params.set(k, v) })\\n    73|  const qs = params.toString()\\n    74|  return apiGet<BudgetTransactionCandidate[]>(`/api/budget/transaction-candidates${qs ? `?${qs}` : ''}`)\\n    75|}\\n    76|export const getBudgetTransactionCandidateSummary = () => apiGet<BudgetReviewSummary>('/api/budget/transaction-candidates/summary')\\n    77|export const generateBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, number>>('/api/budget/transaction-candidates/generate', body)\\n    78|export const previewBudgetTransactionCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/transaction-candidates/${id}/preview`, body)\\n    79|export const confirmBudgetTransactionCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/confirm`, body)\\n    80|export const ignoreBudgetTransactionCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/ignore`, { note })\\n    81|export const reopenBudgetTransactionCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/reopen`, { note })\\n    82|export const updateBudgetTransactionCandidateCategory = (id: string, category_id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/category`, { category_id, note })\\n    83|export const bulkUpdateBudgetTransactionCandidateCategory = (candidate_ids: string[], category_id: string, note = '') => apiPost<{ updated_count: number; skipped_count: number }>('/api/budget/transaction-candidates/bulk-category', { candidate_ids, category_id, note })\\n    84|export const splitBudgetTransactionCandidate = (id: string, splits: unknown[]) => apiPost<BudgetConfirm & { split_count: number }>(`/api/budget/transaction-candidates/${id}/split`, { splits })\\n    85|export const markBudgetTransactionCandidateTransfer = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/transfer`, { note })\\n    86|export const previewSafeBudgetTransactionCandidates = () => apiPost<{ preview_id: string; summary: string; count: number; groups: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/transaction-candidates/batch-confirm-safe/preview', {})\\n    87|export const batchConfirmSafeBudgetTransactionCandidates = (account_id: string, candidate_ids: string[] = []) => apiPost<{ confirmed_count: number; skipped_count: number }>('/api/budget/transaction-candidates/batch-confirm-safe', { account_id, candidate_ids })\\n    88|export const deleteEmptyBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/delete-empty`, {})\\n    89|export const previewBudgetCategoryMerges = () => apiPost<{ preview_id: string; summary: string; suggestions: Array<{ target_category_id: string; target_name: string; source_category_ids: string[]; source_names: string[] }>; warnings: string[] }>('/api/budget/categories/merge/preview', {})\\n    90|export const confirmBudgetCategoryMerge = (body: unknown) => apiPost<BudgetConfirm & { moved_transactions: number; moved_budget_plans: number; moved_children: number }>('/api/budget/categories/merge/confirm', body)\\n    91|export const previewBatchBudgetTransactionCandidates = (candidate_ids: string[], account_id: string) => apiPost<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>>; requires_explicit_confirm: boolean }>('/api/budget/transaction-candidates/batch/preview', { candidate_ids, account_id })\\n    92|export const batchBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/transaction-candidates/batch', body)\\n    93|export const confirmBudgetTransactionCandidateSplit = (id: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/transaction-candidates/${id}/split/confirm`, body)\\n    94|export const createReviewCategoryForCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm & { category_id: string }>(`/api/budget/transaction-candidates/${id}/category/create`, body)\\n    95|export const getBudgetRules = () => apiGet<BudgetRule[]>('/api/budget/rules')\\n    96|export const createBudgetRule = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/rules', body)\\n    97|export const deactivateBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/deactivate`, {})\\n    98|export const testBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/test`, {})\\n    99|export const applyBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/apply`, {})\\n   100|\", \"total_lines\": 99, \"file_size\": 13703, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/components/SidebarNav.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/components/SidebarNav.vue\\n@@ -16,8 +16,8 @@\\n const budgetGroups = [\\n   { title: 'Budget', items: [{ to: '/planning/budget/status', label: 'Budgetstatus nach Kategorie' }, { to: '/planning/budget/monthly', label: 'Monatsbudget' }, { to: '/planning/budget/yearly', label: 'Jahresbudget' }, { to: '/planning/budget/plans', label: 'Budgetpläne' }] },\\n   { title: 'Ausgaben', items: [{ to: '/planning/budget/expenses/review', label: 'Buchungen prüfen' }, { to: '/planning/budget/expenses/actual', label: 'Effektive Ausgaben' }, { to: '/planning/budget/expenses/manual', label: 'Manuelle Ausgabe' }] },\\n-  { title: 'Setup', items: [{ to: '/planning/budget/categories', label: 'Kategorien' }, { to: '/planning/budget/tags', label: 'Tags' }, { to: '/planning/budget/accounts', label: 'Konten' }, { to: '/planning/budget/setup', label: 'Excel übernehmen / Seed Review' }] },\\n-  { title: 'Später', items: [{ to: '/planning/budget/rules', label: 'Regeln' }, { to: '/planning/budget/fixed-costs', label: 'Fixkosten' }, { to: '/planning/budget/duplicates', label: 'Duplikate' }, { to: '/planning/budget/migros-cumulus', label: 'Migros Details' }, { to: '/planning/budget/visa-import', label: 'VISA Import' }] },\\n+  { title: 'Setup', items: [{ to: '/planning/budget/categories', label: 'Kategorien' }, { to: '/planning/budget/rules', label: 'Regeln' }, { to: '/planning/budget/tags', label: 'Tags' }, { to: '/planning/budget/accounts', label: 'Konten' }, { to: '/planning/budget/setup', label: 'Excel übernehmen / Seed Review' }] },\\n+  { title: 'Später', items: [{ to: '/planning/budget/fixed-costs', label: 'Fixkosten' }, { to: '/planning/budget/duplicates', label: 'Duplikate' }, { to: '/planning/budget/migros-cumulus', label: 'Migros Details' }, { to: '/planning/budget/visa-import', label: 'VISA Import' }] },\\n ]\\n </script>\\n <style scoped>.nav-link{display:block;border-radius:.75rem;padding:.5rem .75rem;font-size:.875rem;color:rgb(203 213 225)}.nav-link:hover{background:rgb(15 23 42);color:white}</style>\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/components/SidebarNav.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_srWNczcbZlVbc1rc4FlIGT2q"
    },
    {
      "role": "assistant",
      "content": "Need BudgetTransactions summary.",
      "tool_calls": [
        {
          "id": "call_Mivf7jgHW5elxeSv11BRbPSg",
          "call_id": "call_Mivf7jgHW5elxeSv11BRbPSg",
          "response_item_id": "fc_064af6ee3d6528eb016a09cb6e8448819192b758407f2f8395",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    <div class=\\\"grid gap-3 md:grid-cols-2 xl:grid-cols-4\\\">\\n      <div v-for=\\\"card in summaryCards\\\" :key=\\\"card.label\\\" class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-4\\\" data-test=\\\"effective-expenses-summary\\\">\\n        <p class=\\\"text-xs uppercase tracking-[0.16em] text-slate-500\\\">{{ card.label }}</p><p class=\\\"mt-2 text-xl font-semibold text-white\\\">{{ card.value }}</p>\\n      </div>\\n    </div>\\n\\n    <div class=\\\"grid gap-3 rounded-2xl border border-slate-800 bg-slate-900/70 p-4 md:grid-cols-4 xl:grid-cols-7\\\">\",\"old_string\":\"    <div class=\\\"grid gap-3 rounded-2xl border border-slate-800 bg-slate-900/70 p-4 md:grid-cols-4 xl:grid-cols-7\\\">\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need BudgetTransactions summary."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cb6e37748191870517533ef1bfb1",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\\n@@ -9,6 +9,12 @@\\n       </div>\\n       <div class=\\\"flex gap-2\\\"><button data-test=\\\"new-expense\\\" class=\\\"btn-primary\\\" @click=\\\"startExpense\\\">Ausgabe erfassen</button></div>\\n     </header>\\n+\\n+    <div class=\\\"grid gap-3 md:grid-cols-2 xl:grid-cols-4\\\">\\n+      <div v-for=\\\"card in summaryCards\\\" :key=\\\"card.label\\\" class=\\\"rounded-2xl border border-slate-800 bg-slate-900/70 p-4\\\" data-test=\\\"effective-expenses-summary\\\">\\n+        <p class=\\\"text-xs uppercase tracking-[0.16em] text-slate-500\\\">{{ card.label }}</p><p class=\\\"mt-2 text-xl font-semibold text-white\\\">{{ card.value }}</p>\\n+      </div>\\n+    </div>\\n \\n     <div class=\\\"grid gap-3 rounded-2xl border border-slate-800 bg-slate-900/70 p-4 md:grid-cols-4 xl:grid-cols-7\\\">\\n       <input v-model=\\\"filters.month\\\" class=\\\"field\\\" placeholder=\\\"Zeitraum YYYY-MM\\\" @change=\\\"loadTransactions\\\" />\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_Mivf7jgHW5elxeSv11BRbPSg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_54xMSAF2HO59nGdpF2VnJIjs",
          "call_id": "call_54xMSAF2HO59nGdpF2VnJIjs",
          "response_item_id": "fc_064af6ee3d6528eb016a09cb7a87f0819184411ba374bcdf45",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\nconst summaryCards = computed(() => {\\n  const txs = transactions.value\\n  const now = new Date(); const currentMonth = `${now.getFullYear()}-${String(now.getMonth()+1).padStart(2,'0')}`; const currentYear = String(now.getFullYear())\\n  const sum = (items: BudgetTransaction[]) => items.reduce((acc, tx) => acc + Number(tx.amount_chf || tx.amount_original || 0), 0)\\n  const byCat = new Map<string, number>(); txs.forEach(tx => byCat.set(tx.category_name || 'Review nötig', (byCat.get(tx.category_name || 'Review nötig') || 0) + Number(tx.amount_chf || tx.amount_original || 0)))\\n  const top = [...byCat.entries()].sort((a,b)=>b[1]-a[1])[0]\\n  return [\\n    { label: 'Ausgaben aktueller Monat', value: `CHF ${sum(txs.filter(tx => tx.transaction_date?.startsWith(currentMonth))).toFixed(2)}` },\\n    { label: 'Ausgaben Jahr bisher', value: `CHF ${sum(txs.filter(tx => tx.transaction_date?.startsWith(currentYear))).toFixed(2)}` },\\n    { label: 'Anzahl Buchungen', value: String(txs.length) },\\n    { label: 'Top Kategorie', value: top ? top[0] : '—' },\\n  ]\\n})\\nfunction startExpense() { mode.value = true; previewResult.value = null; message.value = '' }\",\"old_string\":\"const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\nfunction startExpense() { mode.value = true; previewResult.value = null; message.value = '' }\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\\n@@ -72,6 +72,19 @@\\n const form = reactive({ account_id: '', amount_original: '', currency_original: 'CHF', transaction_date: new Date().toISOString().slice(0,10), description: '', category_id: '', notes: '' })\\n const edit = reactive({ category_id: '', description: '', tag_names: '', change_note: '' })\\n const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\n+const summaryCards = computed(() => {\\n+  const txs = transactions.value\\n+  const now = new Date(); const currentMonth = `${now.getFullYear()}-${String(now.getMonth()+1).padStart(2,'0')}`; const currentYear = String(now.getFullYear())\\n+  const sum = (items: BudgetTransaction[]) => items.reduce((acc, tx) => acc + Number(tx.amount_chf || tx.amount_original || 0), 0)\\n+  const byCat = new Map<string, number>(); txs.forEach(tx => byCat.set(tx.category_name || 'Review nötig', (byCat.get(tx.category_name || 'Review nötig') || 0) + Number(tx.amount_chf || tx.amount_original || 0)))\\n+  const top = [...byCat.entries()].sort((a,b)=>b[1]-a[1])[0]\\n+  return [\\n+    { label: 'Ausgaben aktueller Monat', value: `CHF ${sum(txs.filter(tx => tx.transaction_date?.startsWith(currentMonth))).toFixed(2)}` },\\n+    { label: 'Ausgaben Jahr bisher', value: `CHF ${sum(txs.filter(tx => tx.transaction_date?.startsWith(currentYear))).toFixed(2)}` },\\n+    { label: 'Anzahl Buchungen', value: String(txs.length) },\\n+    { label: 'Top Kategorie', value: top ? top[0] : '—' },\\n+  ]\\n+})\\n function startExpense() { mode.value = true; previewResult.value = null; message.value = '' }\\n async function loadBase() { accounts.value = await getBudgetAccounts(); categories.value = await getBudgetCategories(); await loadTransactions(); if (isManual.value) mode.value = true }\\n async function loadTransactions() { const params = new URLSearchParams({ transaction_type: 'expense', status: 'confirmed' }); for (const [k,v] of Object.entries(filters)) if (v) params.set(k, v); transactions.value = await getBudgetTransactions(`?${params.toString()}`) }\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetTransactionsPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_54xMSAF2HO59nGdpF2VnJIjs"
    },
    {
      "role": "assistant",
      "content": "Need income improved: labels planned/tats/prognose/abweichung/status and message no income.",
      "tool_calls": [
        {
          "id": "call_oBCcT1MNKMugQNiV2YIQOGYM",
          "call_id": "call_oBCcT1MNKMugQNiV2YIQOGYM",
          "response_item_id": "fc_064af6ee3d6528eb016a09cb8809b081918899ff30a801c667",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        <li v-if=\\\"!rows.length\\\" class=\\\"text-slate-500\\\">Noch keine Einnahmen importiert/erfasst.</li>\",\"old_string\":\"        <li v-if=\\\"!rows.length\\\" class=\\\"text-slate-500\\\">Noch keine Income-Budgetpläne.</li>\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need income improved: labels planned/tats/prognose/abweichung/status and message no income."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cb87671c8191a386dd147745b34f",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\\n@@ -13,7 +13,7 @@\\n       <h2 class=\\\"text-lg font-semibold text-white\\\">Einkommenskategorien</h2>\\n       <ul class=\\\"mt-4 space-y-3 text-sm text-slate-300\\\">\\n         <li v-for=\\\"row in rows\\\" :key=\\\"row.category_id\\\" class=\\\"grid gap-2 border-b border-slate-800 pb-3 md:grid-cols-6\\\"><span class=\\\"text-white\\\">{{ row.category }}</span><span>Monat CHF {{ row.budget_month }}</span><span>Jahr CHF {{ row.budget_year }}</span><span>Ist CHF {{ row.actual_year_to_date }}</span><span>Prognose CHF {{ row.forecast_year }}</span><span>{{ row.status }}</span></li>\\n-        <li v-if=\\\"!rows.length\\\" class=\\\"text-slate-500\\\">Noch keine Income-Budgetpläne.</li>\\n+        <li v-if=\\\"!rows.length\\\" class=\\\"text-slate-500\\\">Noch keine Einnahmen importiert/erfasst.</li>\\n       </ul>\\n     </section>\\n   </section>\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_oBCcT1MNKMugQNiV2YIQOGYM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7z1jRr0UmtOJGXiP2sW7luet",
          "call_id": "call_7z1jRr0UmtOJGXiP2sW7luet",
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          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"  { label: 'Geplante Einnahmen', value: `CHF ${data.value?.planned_income_month || '0'} / Monat` },\\n  { label: 'Tatsächliche Einnahmen', value: `CHF ${data.value?.actual_income_year_to_date || '0'} YTD` },\\n  { label: 'Prognose', value: `CHF ${data.value?.forecast_income_year || '0'} / Jahr` },\\n  { label: 'Abweichung', value: `CHF ${data.value?.deviation_year || '0'}` },\\n  { label: 'Status', value: `${data.value?.status || 'Noch keine Einnahmen importiert/erfasst.'}` },\",\"old_string\":\"  { label: 'Plan Monat', value: `CHF ${data.value?.planned_income_month || '0'}` },\\n  { label: 'Plan Jahr', value: `CHF ${data.value?.planned_income_year || '0'}` },\\n  { label: 'Ist Jahr bisher', value: `CHF ${data.value?.actual_income_year_to_date || '0'}` },\\n  { label: 'Prognose Jahr', value: `CHF ${data.value?.forecast_income_year || '0'}` },\\n  { label: 'Status', value: `${data.value?.status || 'Noch keine Daten'}` },\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\\n@@ -25,11 +25,11 @@\\n const error = ref('')\\n const rows = computed(() => (data.value?.categories || []) as BudgetStatusRow[])\\n const cards = computed(() => [\\n-  { label: 'Plan Monat', value: `CHF ${data.value?.planned_income_month || '0'}` },\\n-  { label: 'Plan Jahr', value: `CHF ${data.value?.planned_income_year || '0'}` },\\n-  { label: 'Ist Jahr bisher', value: `CHF ${data.value?.actual_income_year_to_date || '0'}` },\\n-  { label: 'Prognose Jahr', value: `CHF ${data.value?.forecast_income_year || '0'}` },\\n-  { label: 'Status', value: `${data.value?.status || 'Noch keine Daten'}` },\\n+  { label: 'Geplante Einnahmen', value: `CHF ${data.value?.planned_income_month || '0'} / Monat` },\\n+  { label: 'Tatsächliche Einnahmen', value: `CHF ${data.value?.actual_income_year_to_date || '0'} YTD` },\\n+  { label: 'Prognose', value: `CHF ${data.value?.forecast_income_year || '0'} / Jahr` },\\n+  { label: 'Abweichung', value: `CHF ${data.value?.deviation_year || '0'}` },\\n+  { label: 'Status', value: `${data.value?.status || 'Noch keine Einnahmen importiert/erfasst.'}` },\\n ])\\n onMounted(async () => { try { data.value = await getIncomeStatus('2026') } catch (e) { error.value = e instanceof Error ? e.message : 'Einkommen nicht verfügbar' } })\\n </script>\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetIncomePage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_7z1jRr0UmtOJGXiP2sW7luet"
    },
    {
      "role": "assistant",
      "content": "UI ist jetzt verdrahtet. Ich lasse nun zuerst die neuen Backend-Tests und dann TypeScript/Vitest laufen, um die erwartbaren Compile-Kanten auszuräumen.",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Arbeitsbasis prüfen, sauberen Git-Stand und vorhandene Budget-APIs/UI inventarisieren\",\"id\":\"p19-0\",\"status\":\"completed\"},{\"content\":\"Phase-1.9 Backend-Regressionstests für Summary/Filter/Sort/Batch Preview/Split/Rules/Budgetstatus schreiben und RED prüfen\",\"id\":\"p19-1\",\"status\":\"completed\"},{\"content\":\"Backend Services/API für Candidate Summary, Filter/Sort, Batch Preview/Actions, Split Confirm, Review-Kategorie, Rule MVP-light ergänzen\",\"id\":\"p19-2\",\"status\":\"completed\"},{\"content\":\"Frontend Buchungen prüfen: Summary Cards, Filter/Sort, Batch Preview/Confirm, Split Drawer, Kategorie erstellen\",\"id\":\"p19-3\",\"status\":\"completed\"},{\"content\":\"Rule Manager MVP-light Seite und Route bauen\",\"id\":\"p19-4\",\"status\":\"completed\"},{\"content\":\"Effektive Ausgaben, Budgetstatus Row Click und Income-Seite verbessern\",\"id\":\"p19-5\",\"status\":\"completed\"},{\"content\":\"Tests grün machen: pytest, npm test, npm build\",\"id\":\"p19-6\",\"status\":\"in_progress\"}]}"
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      "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/BudgetSetupPage.test.ts (1 test) 67ms\\n ✓ src/pages/PositionAddPage.test.ts (2 tests) 85ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 105ms\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders transactions workflow and confirms via API after preview summary\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetPhase1.test.ts (4 tests) 155ms\\n ✓ src/pages/CryptoPage.test.ts (2 tests) 221ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 245ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 179ms\\n ✓ src/api/client.test.ts (2 tests) 7ms\\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/status\\\"\\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/plans\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/review\\\"\\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/expenses/manual\\\"\\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/rules\\\"\\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/fixed-costs\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/duplicates\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/migros-cumulus\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/visa-import\\\"\\n\\n ✓ src/App.test.ts (1 test) 48ms\\n\\n Test Files  9 passed (9)\\n      Tests  24 passed (24)\\n   Start at  16:07:39\\n   Duration  3.04s (transform 3.02s, setup 0ms, import 6.21s, tests 1.11s, environment 8.50s)\", \"exit_code\": 0, \"error\": null}",
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      "role": "assistant",
      "content": "Frontend ist grün. Jetzt Full Backend Suite inklusive Compile; danach Runtime nur Migration/Backup, keine Bulk-Confirm-Writes.",
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      "reasoning": "**Considering pytest compilation**\n\nI think I need to compile pytest fully, as it’s likely to fail due to the schema version. There’s something about version compatibility that could be affecting its operation. I’ll need to double-check the schema version against what pytest requires. I want to ensure I'm addressing any issues that may arise during the compilation. Let's see if I can find the right version to avoid these problems!",
      "reasoning_content": "**Considering pytest compilation**\n\nI think I need to compile pytest fully, as it’s likely to fail due to the schema version. There’s something about version compatibility that could be affecting its operation. I’ll need to double-check the schema version against what pytest requires. I want to ensure I'm addressing any issues that may arise during the compilation. Let's see if I can find the right version to avoid these problems!",
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              "text": "**Considering pytest compilation**\n\nI think I need to compile pytest fully, as it’s likely to fail due to the schema version. There’s something about version compatibility that could be affecting its operation. I’ll need to double-check the schema version against what pytest requires. I want to ensure I'm addressing any issues that may arise during the compilation. Let's see if I can find the right version to avoid these problems!"
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              "text": "Frontend ist grün. Jetzt Full Backend Suite inklusive Compile; danach Runtime nur Migration/Backup, keine Bulk-Confirm-Writes."
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          "id": "msg_064af6ee3d6528eb016a09cbbf5df48191afcd5f85e63ed6c1",
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      "content": "Backend ist grün: 386 Tests. Ich mache jetzt die Runtime-Migrationsprüfung mit Backup — keine produktive Massenbestätigung, nur Schema-Upgrade/Verifikation.",
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      "reasoning": "**Considering changes and backups**\n\nI need to make sure I have a runtime backup before applying any changes. I'll focus on applying migrations and conducting safety scans. But wait—maybe I should run npm test or build again, since there haven't been any frontend changes. Alright, that's done. I also need to identify and remove any untracked temporary files that might have been created. Plus, I might want to check the git status to see where everything stands.",
      "reasoning_content": "**Considering changes and backups**\n\nI need to make sure I have a runtime backup before applying any changes. I'll focus on applying migrations and conducting safety scans. But wait—maybe I should run npm test or build again, since there haven't been any frontend changes. Alright, that's done. I also need to identify and remove any untracked temporary files that might have been created. Plus, I might want to check the git status to see where everything stands.",
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          "id": "rs_064af6ee3d6528eb016a09cc1f35848191beda00527669e077",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering changes and backups**\n\nI need to make sure I have a runtime backup before applying any changes. I'll focus on applying migrations and conducting safety scans. But wait—maybe I should run npm test or build again, since there haven't been any frontend changes. Alright, that's done. I also need to identify and remove any untracked temporary files that might have been created. Plus, I might want to check the git status to see where everything stands."
            }
          ]
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      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backend ist grün: 386 Tests. Ich mache jetzt die Runtime-Migrationsprüfung mit Backup — keine produktive Massenbestätigung, nur Schema-Upgrade/Verifikation."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cc2185188191a9ac7d9dabacd174",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"{'backup': '/home/agent/jarvis_runtime/finance-system/backups/finance_phase19_pre_migration_20260517T140947Z.sqlite3', 'schema_before': 24, 'schema_after': 24, 'productive_bulk_confirms_performed_by_phase19_runtime': 0}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_ZGNkvtaf83TP0f7AqoaCcOh3"
    },
    {
      "role": "assistant",
      "content": "Runtime-Backup ist erstellt und es gab **0 produktive Bulk-Confirms**. Jetzt Safety-Gates und Git-Schutz.",
      "tool_calls": [
        {
          "id": "call_i2Jv1WefkA6y3uK7CuSfdZsM",
          "call_id": "call_i2Jv1WefkA6y3uK7CuSfdZsM",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Tests grün machen: pytest, npm test, npm build\",\"id\":\"p19-6\",\"status\":\"completed\"},{\"content\":\"Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check\",\"id\":\"p19-7\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating project preparation**\n\nI’m trying to keep track of what I need to do before running the schema. I think I need to apply a safety scan and remove the temporary distribution files. It seems the full npm command already leaves the dist intact. Should I include a build scan before removing anything? I should also check for any changes with `git diff --check`, look for secrets, and do a status check. I'll make sure to use a script for the secret scan too.",
      "reasoning_content": "**Evaluating project preparation**\n\nI’m trying to keep track of what I need to do before running the schema. I think I need to apply a safety scan and remove the temporary distribution files. It seems the full npm command already leaves the dist intact. Should I include a build scan before removing anything? I should also check for any changes with `git diff --check`, look for secrets, and do a status check. I'll make sure to use a script for the secret scan too.",
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating project preparation**\n\nI’m trying to keep track of what I need to do before running the schema. I think I need to apply a safety scan and remove the temporary distribution files. It seems the full npm command already leaves the dist intact. Should I include a build scan before removing anything? I should also check for any changes with `git diff --check`, look for secrets, and do a status check. I'll make sure to use a script for the secret scan too."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Runtime-Backup ist erstellt und es gab **0 produktive Bulk-Confirms**. Jetzt Safety-Gates und Git-Schutz."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cc3260808191b977050660cfa99d",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"p19-0\", \"content\": \"Arbeitsbasis prüfen, sauberen Git-Stand und vorhandene Budget-APIs/UI inventarisieren\", \"status\": \"completed\"}, {\"id\": \"p19-1\", \"content\": \"Phase-1.9 Backend-Regressionstests für Summary/Filter/Sort/Batch Preview/Split/Rules/Budgetstatus schreiben und RED prüfen\", \"status\": \"completed\"}, {\"id\": \"p19-2\", \"content\": \"Backend Services/API für Candidate Summary, Filter/Sort, Batch Preview/Actions, Split Confirm, Review-Kategorie, Rule MVP-light ergänzen\", \"status\": \"completed\"}, {\"id\": \"p19-3\", \"content\": \"Frontend Buchungen prüfen: Summary Cards, Filter/Sort, Batch Preview/Confirm, Split Drawer, Kategorie erstellen\", \"status\": \"completed\"}, {\"id\": \"p19-4\", \"content\": \"Rule Manager MVP-light Seite und Route bauen\", \"status\": \"completed\"}, {\"id\": \"p19-5\", \"content\": \"Effektive Ausgaben, Budgetstatus Row Click und Income-Seite verbessern\", \"status\": \"completed\"}, {\"id\": \"p19-6\", \"content\": \"Tests grün machen: pytest, npm test, npm build\", \"status\": \"completed\"}, {\"id\": \"p19-7\", \"content\": \"Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check\", \"status\": \"in_progress\"}, {\"id\": \"p19-8\", \"content\": \"Commit, Push, Remote-Hash, Abschlussbericht\", \"status\": \"pending\"}], \"summary\": {\"total\": 9, \"pending\": 1, \"in_progress\": 1, \"completed\": 7, \"cancelled\": 0}}",
      "tool_call_id": "call_i2Jv1WefkA6y3uK7CuSfdZsM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_v1v0jXthX6DzkfQJF67Gbgsa",
          "call_id": "call_v1v0jXthX6DzkfQJF67Gbgsa",
          "response_item_id": "fc_064af6ee3d6528eb016a09cc35fab4819183a67900a6437034",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nrm -f frontend/src/api/budget_phase19.tmp\\ngit diff --check\\npython - <<'PY'\\nimport re, subprocess\\nfrom pathlib import Path\\nchanged=subprocess.check_output(['bash','-lc','{ git diff --name-only; git ls-files --others --exclude-standard; }'], text=True).splitlines()\\nblock_ext={'.sqlite','.sqlite3','.db','.csv','.xlsx','.xls','.pdf','.png','.jpg','.jpeg','.webp','.zip'}\\nsecret=re.compile(r'(github_pat_|ghp_|sk-[A-Za-z0-9]|OPENFIGI|api[_-]?key\\\\s*[=:]\\\\s*[A-Za-z0-9_\\\\-]{16,}|token\\\\s*[=:]\\\\s*[A-Za-z0-9_\\\\-]{20,})', re.I)\\nproblems=[]\\nfor rel in changed:\\n    p=Path(rel)\\n    if any(part in {'dist','node_modules','.pytest_cache','__pycache__'} for part in p.parts):\\n        continue\\n    if p.suffix.lower() in block_ext:\\n        problems.append(f'blocked file type: {rel}')\\n        continue\\n    if p.exists() and p.is_file():\\n        text=p.read_text(errors='ignore')[:500000]\\n        if secret.search(text):\\n            problems.append(f'possible secret in changed file: {rel}')\\nif problems:\\n    raise SystemExit('\\\\n'.join(problems))\\nprint({'changed_files_checked': len(changed), 'problems': 0})\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*') if Path('frontend/dist').exists() else []:\\n    if p.is_file():\\n        text=p.read_text(errors='ignore')\\n        if any(marker in text for marker in ['github_pat_', 'ghp_', 'OPENFIGI', 'sk-']):\\n            hits.append(str(p))\\nif hits:\\n    raise SystemExit('frontend build secret hits: '+', '.join(hits))\\nprint({'frontend_build_secret_hits': 0})\\nPY\\npython - <<'PY'\\nimport shutil\\nfrom pathlib import Path\\nfor rel in ['frontend/dist','frontend/node_modules/.vite','.pytest_cache']:\\n    p=Path(rel)\\n    if p.exists():\\n        shutil.rmtree(p)\\nprint('build artifacts cleaned')\\nPY\\ngit status --short\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"{'changed_files_checked': 16, 'problems': 0}\\n{'frontend_build_secret_hits': 0}\\nbuild artifacts cleaned\\n M frontend/src/api/budget.ts\\n M frontend/src/components/SidebarNav.vue\\n M frontend/src/pages/BudgetImportReviewPage.vue\\n M frontend/src/pages/BudgetIncomePage.vue\\n M frontend/src/pages/BudgetTransactionsPage.vue\\n M frontend/src/router/index.ts\\n M src/jarvis_finance/api/routers/budget.py\\n M src/jarvis_finance/services/budget_imports.py\\n M src/jarvis_finance/storage/migrations.py\\n M tests/unit/test_budget_phase1.py\\n M tests/unit/test_budget_phase11.py\\n M tests/unit/test_budget_phase12_seed_review.py\\n M tests/unit/test_budget_phase16_user_rules.py\\n M tests/unit/test_schema.py\\n?? frontend/src/pages/BudgetRulesPage.vue\\n?? tests/unit/test_budget_phase19_review_productivity.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_v1v0jXthX6DzkfQJF67Gbgsa"
    },
    {
      "role": "assistant",
      "content": "Safety-Gates sind sauber. Ich committe und pushe jetzt, danach verifiziere ich den Remote-Hash.",
      "tool_calls": [
        {
          "id": "call_1WBeap5YTB27WvOs3oSMvbVK",
          "call_id": "call_1WBeap5YTB27WvOs3oSMvbVK",
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          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check\",\"id\":\"p19-7\",\"status\":\"completed\"},{\"content\":\"Commit, Push, Remote-Hash, Abschlussbericht\",\"id\":\"p19-8\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering code updates**\n\nI’m thinking I might need to run `npm test/build` after adding the summary since we did that before. Actually, the sequence was to read files, patch the router and sidebar, patch the BudgetTransactions summary, and income, and then run `todo` and `npm test/build`. That all seems good. Now, I think I need to commit my changes, but I should probably check the `git diff` summary first.",
      "reasoning_content": "**Considering code updates**\n\nI’m thinking I might need to run `npm test/build` after adding the summary since we did that before. Actually, the sequence was to read files, patch the router and sidebar, patch the BudgetTransactions summary, and income, and then run `todo` and `npm test/build`. That all seems good. Now, I think I need to commit my changes, but I should probably check the `git diff` summary first.",
      "codex_reasoning_items": [
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          "id": "rs_064af6ee3d6528eb016a09cc447c8c8191890d0a7708bb2a4e",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering code updates**\n\nI’m thinking I might need to run `npm test/build` after adding the summary since we did that before. Actually, the sequence was to read files, patch the router and sidebar, patch the BudgetTransactions summary, and income, and then run `todo` and `npm test/build`. That all seems good. Now, I think I need to commit my changes, but I should probably check the `git diff` summary first."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Safety-Gates sind sauber. Ich committe und pushe jetzt, danach verifiziere ich den Remote-Hash."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cc4b978081918ab5c9e120312223",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"p19-0\", \"content\": \"Arbeitsbasis prüfen, sauberen Git-Stand und vorhandene Budget-APIs/UI inventarisieren\", \"status\": \"completed\"}, {\"id\": \"p19-1\", \"content\": \"Phase-1.9 Backend-Regressionstests für Summary/Filter/Sort/Batch Preview/Split/Rules/Budgetstatus schreiben und RED prüfen\", \"status\": \"completed\"}, {\"id\": \"p19-2\", \"content\": \"Backend Services/API für Candidate Summary, Filter/Sort, Batch Preview/Actions, Split Confirm, Review-Kategorie, Rule MVP-light ergänzen\", \"status\": \"completed\"}, {\"id\": \"p19-3\", \"content\": \"Frontend Buchungen prüfen: Summary Cards, Filter/Sort, Batch Preview/Confirm, Split Drawer, Kategorie erstellen\", \"status\": \"completed\"}, {\"id\": \"p19-4\", \"content\": \"Rule Manager MVP-light Seite und Route bauen\", \"status\": \"completed\"}, {\"id\": \"p19-5\", \"content\": \"Effektive Ausgaben, Budgetstatus Row Click und Income-Seite verbessern\", \"status\": \"completed\"}, {\"id\": \"p19-6\", \"content\": \"Tests grün machen: pytest, npm test, npm build\", \"status\": \"completed\"}, {\"id\": \"p19-7\", \"content\": \"Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check\", \"status\": \"completed\"}, {\"id\": \"p19-8\", \"content\": \"Commit, Push, Remote-Hash, Abschlussbericht\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 9, \"pending\": 0, \"in_progress\": 1, \"completed\": 8, \"cancelled\": 0}}",
      "tool_call_id": "call_1WBeap5YTB27WvOs3oSMvbVK"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xYfhwMs40KWlwZUlRFjJ97iz",
          "call_id": "call_xYfhwMs40KWlwZUlRFjJ97iz",
          "response_item_id": "fc_064af6ee3d6528eb016a09cc4ecab88191a21e4e6fba28b5d5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit diff --stat\\ngit add frontend/src/api/budget.ts frontend/src/components/SidebarNav.vue frontend/src/pages/BudgetImportReviewPage.vue frontend/src/pages/BudgetIncomePage.vue frontend/src/pages/BudgetTransactionsPage.vue frontend/src/pages/BudgetRulesPage.vue frontend/src/router/index.ts src/jarvis_finance/api/routers/budget.py src/jarvis_finance/services/budget_imports.py src/jarvis_finance/storage/migrations.py tests/unit/test_budget_phase1.py tests/unit/test_budget_phase11.py tests/unit/test_budget_phase12_seed_review.py tests/unit/test_budget_phase16_user_rules.py tests/unit/test_schema.py tests/unit/test_budget_phase19_review_productivity.py\\ngit commit -m \\\"feat: improve budget review productivity\\\"\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"frontend/src/api/budget.ts                    |  15 +-\\n frontend/src/components/SidebarNav.vue        |   4 +-\\n frontend/src/pages/BudgetImportReviewPage.vue | 152 +++++++++----------\\n frontend/src/pages/BudgetIncomePage.vue       |  12 +-\\n frontend/src/pages/BudgetTransactionsPage.vue |  19 +++\\n frontend/src/router/index.ts                  |   3 +-\\n src/jarvis_finance/api/routers/budget.py      |  64 +++++++-\\n src/jarvis_finance/services/budget_imports.py | 211 +++++++++++++++++++++++++-\\n src/jarvis_finance/storage/migrations.py      |  28 +++-\\n tests/unit/test_budget_phase1.py              |   2 +-\\n tests/unit/test_budget_phase11.py             |   2 +-\\n tests/unit/test_budget_phase12_seed_review.py |   2 +-\\n tests/unit/test_budget_phase16_user_rules.py  |   2 +-\\n tests/unit/test_schema.py                     |   2 +-\\n 14 files changed, 420 insertions(+), 98 deletions(-)\\n[feat/budget-phase-1-4 144ae14] feat: improve budget review productivity\\n 16 files changed, 570 insertions(+), 98 deletions(-)\\n create mode 100644 frontend/src/pages/BudgetRulesPage.vue\\n create mode 100644 tests/unit/test_budget_phase19_review_productivity.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_xYfhwMs40KWlwZUlRFjJ97iz"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_QWjUldANc7MVG7jT97PKCRQY",
          "call_id": "call_QWjUldANc7MVG7jT97PKCRQY",
          "response_item_id": "fc_064af6ee3d6528eb016a09cc5bb93c8191b478387c50739577",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nGITHUB_TOKEN=$(python - <<'PY'\\nimport re\\nfrom pathlib import Path\\ntext=(Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv').read_text(errors='ignore')\\nm=re.search(r'(github_pat_[A-Za-z0-9_]+|ghp_[A-Za-z0-9_]+)', text)\\nif not m: raise SystemExit('token not found')\\nprint(m.group(1))\\nPY\\n)\\nASKPASS=$(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 '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GITHUB_TOKEN=\\\"$GITHUB_TOKEN\\\" git push origin HEAD\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GITHUB_TOKEN=\\\"$GITHUB_TOKEN\\\" git ls-remote origin HEAD | awk '{print $1}')\\nrm -f \\\"$ASKPASS\\\"\\nprintf 'local=%s\\\\nremote=%s\\\\nmatch=%s\\\\n' \\\"$LOCAL\\\" \\\"$REMOTE\\\" \\\"$([ \\\"$LOCAL\\\" = \\\"$REMOTE\\\" ] && echo yes || echo no)\\\"\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"To https://github.com/Gamexgit/FinanceManager.git\\n   6c362e5..144ae14  HEAD -> feat/budget-phase-1-4\\nlocal=144ae1420c5ad65f2686dc3b36694a7414490b39\\nremote=d6c36ac1025fd3263a3d4380c4aca5d717524793\\nmatch=no\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_QWjUldANc7MVG7jT97PKCRQY"
    },
    {
      "role": "assistant",
      "content": "Push ist erfolgt; die erste Hash-Prüfung hat versehentlich `origin HEAD` — also Default Branch — verglichen. Ich prüfe jetzt den tatsächlichen Remote-Branch.",
      "tool_calls": [
        {
          "id": "call_iox6Y3b8kACeu4XM555lRKHy",
          "call_id": "call_iox6Y3b8kACeu4XM555lRKHy",
          "response_item_id": "fc_064af6ee3d6528eb016a09cc6ea0108191a1a8a83bba6e1990",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nGITHUB_TOKEN=$(python - <<'PY'\\nimport re\\nfrom pathlib import Path\\ntext=(Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv').read_text(errors='ignore')\\nm=re.search(r'(github_pat_[A-Za-z0-9_]+|ghp_[A-Za-z0-9_]+)', text)\\nif not m: raise SystemExit('token not found')\\nprint(m.group(1))\\nPY\\n)\\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 '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GITHUB_TOKEN=\\\"$GITHUB_TOKEN\\\" git ls-remote origin refs/heads/feat/budget-phase-1-4 | awk '{print $1}')\\nrm -f \\\"$ASKPASS\\\"\\nprintf 'local=%s\\\\nremote_branch=%s\\\\nmatch=%s\\\\n' \\\"$LOCAL\\\" \\\"$REMOTE\\\" \\\"$([ \\\"$LOCAL\\\" = \\\"$REMOTE\\\" ] && echo yes || echo no)\\\"\\ngit status --short\",\"timeout\":180,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking remote branch hash**\n\nI'm trying to find the remote branch hash for the default branch on the remote repository. It looks like I'll need to use the command `git ls-remote origin refs/heads/feat/budget-phase-1-4` to get that information. This command should help me access the details I need about the specific branch I'm interested in. Let's see what the command returns!",
      "reasoning_content": "**Checking remote branch hash**\n\nI'm trying to find the remote branch hash for the default branch on the remote repository. It looks like I'll need to use the command `git ls-remote origin refs/heads/feat/budget-phase-1-4` to get that information. This command should help me access the details I need about the specific branch I'm interested in. Let's see what the command returns!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCcxtiKRuGU-YJywEWv0jt1XK9RHZN5A31YeLIwKinFrbEzsdrQ5xEtmR8wVgFZap6vv0krIAcposm_uEqQYzhmXn3al32EgAvlG_sC_2o0tukc5lTza9uxqhFuHooOPFcTJj62fIg1hSG9pq0in857ydVCftG-Qwg_ri0i28niuRruL2hnLwkI4GGzNeUeb3AAtQNBRlhMUonQdHpFg9Gx6UUcBUkeF03ExtK8Ys-_jbpeNwq2Vt03lKeGQmbMYEo8wRFQRW1jEtrFawzEBwLAuBV3ZvSelLmVWe_y44ClLkp-lZ9JuxGpcpO9pqX7ojVu6MLrYtebX-f2U4Qg9q8aIbR2WWcByuxLVI5Rcf2RXpxI3gseIF28P_Zhdz_3F70tNk6YTH4KQ9fGeod3ZhtB2hJf5ZsZfvlJNhFdEOnmKO5TKnBMvNi7Lyuqtkay2W3_EpanwvM7oOQCnxGju-rJaA0qoX-ULL6cZ5NsOfwKDow5an3_2Wfm8G7nDNPUKhKz9pKXsDa5m3uqtLDFXjQRl5-T123gJaFxG-Ch4c3A1w_VYwLjgf6Y1G1DMUv_BVBI-INZkTHlYAUeBHW0FzBPP8fr4fANADIZr4WtBeF39g7BUT8u6-7dcMkQOcz55oXmwhvR3ieS3_Mvt_XS8Liug7c3agF0PZHAzTAce2PIfHqsAcDKofx-43cMxuUr-9hGyhBz2tRmrOo6UIibEId9EcamsbkQq_6Q-hwLaWTXXpnqc1MC5X-EkL9SuZ9IKf-4Rw2bDid1xG3hybKxFEgStfM2y-1GOC-5rOKnbA5JWSfbClcGUz3Kn5BvxoCG1LoDuWpRtO9ByQ6vHoHwHydon2w6BW5cwbscoJndI1fRrYJIe4Dwv-HwLE3caLnad4-clQxLw1JVPrQfcG7n3vmYRFedyera9zkUfrYr5q0KOCzov_JFAb44AzZgFFHi7nbkdIboy3Ee9mrivuXnouHlZeVf3PjGh1qOAXpMhiLt0T965WHDi_OroOqogA3g76nbHDKvJgB9Togutc-bLToxP43Zp9mtCjXowtPknHf8jo1yg=",
          "id": "rs_064af6ee3d6528eb016a09cc677f088191a2ea6cc88c19f1e3",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking remote branch hash**\n\nI'm trying to find the remote branch hash for the default branch on the remote repository. It looks like I'll need to use the command `git ls-remote origin refs/heads/feat/budget-phase-1-4` to get that information. This command should help me access the details I need about the specific branch I'm interested in. Let's see what the command returns!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Push ist erfolgt; die erste Hash-Prüfung hat versehentlich `origin HEAD` — also Default Branch — verglichen. Ich prüfe jetzt den tatsächlichen Remote-Branch."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cc6d24348191a5b20f85d7608cd5",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"local=144ae1420c5ad65f2686dc3b36694a7414490b39\\nremote_branch=144ae1420c5ad65f2686dc3b36694a7414490b39\\nmatch=yes\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_iox6Y3b8kACeu4XM555lRKHy"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_LFPm1LkO7NHORP3MT2sAyIe2",
          "call_id": "call_LFPm1LkO7NHORP3MT2sAyIe2",
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          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Commit, Push, Remote-Hash, Abschlussbericht\",\"id\":\"p19-8\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Finalizing tasks**\n\nI think I need to finish up my to-do list! It might help if I mention the remote HEAD mismatch, but it doesn’t seem to be an issue. I want to make sure everything is in order before I wrap things up. It's important to double-check my tasks and ensure nothing crucial is overlooked. I guess I'm just feeling a bit meticulous about this final step!",
      "reasoning_content": "**Finalizing tasks**\n\nI think I need to finish up my to-do list! It might help if I mention the remote HEAD mismatch, but it doesn’t seem to be an issue. I want to make sure everything is in order before I wrap things up. It's important to double-check my tasks and ensure nothing crucial is overlooked. I guess I'm just feeling a bit meticulous about this final step!",
      "codex_reasoning_items": [
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              "text": "**Finalizing tasks**\n\nI think I need to finish up my to-do list! It might help if I mention the remote HEAD mismatch, but it doesn’t seem to be an issue. I want to make sure everything is in order before I wrap things up. It's important to double-check my tasks and ensure nothing crucial is overlooked. I guess I'm just feeling a bit meticulous about this final step!"
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      "content": "{\"todos\": [{\"id\": \"p19-0\", \"content\": \"Arbeitsbasis prüfen, sauberen Git-Stand und vorhandene Budget-APIs/UI inventarisieren\", \"status\": \"completed\"}, {\"id\": \"p19-1\", \"content\": \"Phase-1.9 Backend-Regressionstests für Summary/Filter/Sort/Batch Preview/Split/Rules/Budgetstatus schreiben und RED prüfen\", \"status\": \"completed\"}, {\"id\": \"p19-2\", \"content\": \"Backend Services/API für Candidate Summary, Filter/Sort, Batch Preview/Actions, Split Confirm, Review-Kategorie, Rule MVP-light ergänzen\", \"status\": \"completed\"}, {\"id\": \"p19-3\", \"content\": \"Frontend Buchungen prüfen: Summary Cards, Filter/Sort, Batch Preview/Confirm, Split Drawer, Kategorie erstellen\", \"status\": \"completed\"}, {\"id\": \"p19-4\", \"content\": \"Rule Manager MVP-light Seite und Route bauen\", \"status\": \"completed\"}, {\"id\": \"p19-5\", \"content\": \"Effektive Ausgaben, Budgetstatus Row Click und Income-Seite verbessern\", \"status\": \"completed\"}, {\"id\": \"p19-6\", \"content\": \"Tests grün machen: pytest, npm test, npm build\", \"status\": \"completed\"}, {\"id\": \"p19-7\", \"content\": \"Safety: keine produktive Massenbestätigung, Runtime nur Backup/keine echten Bulk-Writes, scans, Git-Safety, diff-check\", \"status\": \"completed\"}, {\"id\": \"p19-8\", \"content\": \"Commit, Push, Remote-Hash, Abschlussbericht\", \"status\": \"completed\"}], \"summary\": {\"total\": 9, \"pending\": 0, \"in_progress\": 0, \"completed\": 9, \"cancelled\": 0}}",
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      "content": "Sir, **Budget Phase 1.9 ist umgesetzt, verifiziert, committed und gepusht.**\n\n## Abschlussbericht Phase 1.9\n\n- **Review Dashboard verbessert:** Ja  \n  Summary Cards, Filter, Sortierung, produktivere Kandidatenliste.\n\n- **Batch Review implementiert:** Ja  \n  Mehrfachauswahl, Kategorie setzen, ignorieren, wieder öffnen, Transfer, `covered_by_migros`, Batch Confirm mit Pflicht-Preview.\n\n- **Split-UI implementiert:** Ja  \n  Split Drawer auf Kandidatenebene, Split-Zeilen mit Kategorie/Betrag/Notiz/Tag, Summenprüfung im Backend, Confirm erzeugt verknüpfte bestätigte Budgettransaktionen und Audit.\n\n- **Kategorie aus Review erstellbar:** Ja  \n  Neue Kategorie direkt aus Kandidatendetail heraus, danach automatische Zuordnung zum Kandidaten, Audit.\n\n- **Rule Manager MVP-light implementiert:** Ja  \n  Neue Seite „Regeln“, Regel erstellen/deaktivieren/testen/anwenden. Regeln setzen nur Vorschläge auf offene Kandidaten, keine produktive Buchung.\n\n- **Effektive Ausgaben verbessert:** Ja  \n  Summary oben, bestehende Filter erweitert/weiter nutzbar, Row Click Detail Drawer, Kategorie/Tags ändern, Storno-/Adjustment-Hinweis, Audit über Update-Flow.\n\n- **Budgetstatus Row Click verbessert:** Ja  \n  Kategorie-Zeile öffnet bestätigte Buchungen dieser Kategorie; einzelne Buchung kann dort umkategorisiert werden; Status wird danach aktualisiert.\n\n- **Einkommen-Seite verbessert:** Ja  \n  Geplante Einnahmen, tatsächliche Einnahmen, Prognose, Abweichung, Status. Falls keine Einnahmen vorhanden: klare Meldung „Noch keine Einnahmen importiert/erfasst.“\n\n- **Keine produktive Massenbestätigung:** Bestätigt  \n  Es wurde keine echte Kandidaten-Massenbestätigung ausgeführt. Runtime wurde nur migriert/verifiziert.\n\n## Wichtige Safety-Details\n\n- Keine echten Dateien ins Git.\n- Keine Runtime-DB ins Git.\n- Keine neuen Importquellen.\n- Keine OCR/Kamera/Vision.\n- Keine automatische Blindbuchung.\n- Batch Confirm erfordert:\n  - Preview\n  - Anzahl Kandidaten\n  - Kategorien\n  - Konflikte\n  - expliziten Confirm mit `preview_id`\n\n## Runtime\n\nVor Runtime-Migration wurde Backup erstellt:\n\n`/home/agent/jarvis_runtime/finance-system/backups/finance_phase19_pre_migration_20260517T140947Z.sqlite3`\n\nRuntime-Prüfung:\n\n- Schema vorher: `24`\n- Schema nachher: `24`\n- produktive Bulk-Confirms durch Phase 1.9 Runtime: `0`\n\n## Tests\n\nBestanden:\n\n- Python compile: OK\n- pytest: `386 passed`\n- npm test / Vitest: `24 passed`\n- npm run build: OK\n- git diff --check: OK\n- source secret scan geänderte Dateien: OK\n- frontend build secret scan: OK\n- Git-Safety: OK\n\nHinweis: Die bekannten Vue-Router-Testwarnings bleiben nicht-blockierend; Tests sind grün. Sehr höflich von ihnen, nur zu lärmen und nicht zu scheitern.\n\n## Git\n\n- Branch: `feat/budget-phase-1-4`\n- Commit: `144ae1420c5ad65f2686dc3b36694a7414490b39`\n- Commit Message: `feat: improve budget review productivity`\n- Push: erfolgreich\n- Remote-Branch-Hash: `144ae1420c5ad65f2686dc3b36694a7414490b39`\n- Remote Match: Ja\n\n## Offene Grenzen\n\n- Rule Manager ist bewusst MVP-light: einfache `merchant_contains`/Quelle/Kategorie/Status-Regeln, keine komplexe Prioritäts-/Konfliktengine.\n- Split erzeugt mehrere verknüpfte bestätigte Budgettransaktionen; ein dediziertes Parent-Split-Entity als User-Objekt bleibt optional später.\n- Storno/Reverse ist auf der Effektive-Ausgaben-Seite als sicherer Workflow-Hinweis vorhanden; kein aggressiver One-Click-Reversal ohne separaten Confirm-Flow.\n- Batch Confirm ist gebaut, aber produktive Entscheidung bleibt bei Ihnen. As requested — kein autonomer Buchhaltungs-Amoklauf.",
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              "text": "Sir, **Budget Phase 1.9 ist umgesetzt, verifiziert, committed und gepusht.**\n\n## Abschlussbericht Phase 1.9\n\n- **Review Dashboard verbessert:** Ja  \n  Summary Cards, Filter, Sortierung, produktivere Kandidatenliste.\n\n- **Batch Review implementiert:** Ja  \n  Mehrfachauswahl, Kategorie setzen, ignorieren, wieder öffnen, Transfer, `covered_by_migros`, Batch Confirm mit Pflicht-Preview.\n\n- **Split-UI implementiert:** Ja  \n  Split Drawer auf Kandidatenebene, Split-Zeilen mit Kategorie/Betrag/Notiz/Tag, Summenprüfung im Backend, Confirm erzeugt verknüpfte bestätigte Budgettransaktionen und Audit.\n\n- **Kategorie aus Review erstellbar:** Ja  \n  Neue Kategorie direkt aus Kandidatendetail heraus, danach automatische Zuordnung zum Kandidaten, Audit.\n\n- **Rule Manager MVP-light implementiert:** Ja  \n  Neue Seite „Regeln“, Regel erstellen/deaktivieren/testen/anwenden. Regeln setzen nur Vorschläge auf offene Kandidaten, keine produktive Buchung.\n\n- **Effektive Ausgaben verbessert:** Ja  \n  Summary oben, bestehende Filter erweitert/weiter nutzbar, Row Click Detail Drawer, Kategorie/Tags ändern, Storno-/Adjustment-Hinweis, Audit über Update-Flow.\n\n- **Budgetstatus Row Click verbessert:** Ja  \n  Kategorie-Zeile öffnet bestätigte Buchungen dieser Kategorie; einzelne Buchung kann dort umkategorisiert werden; Status wird danach aktualisiert.\n\n- **Einkommen-Seite verbessert:** Ja  \n  Geplante Einnahmen, tatsächliche Einnahmen, Prognose, Abweichung, Status. Falls keine Einnahmen vorhanden: klare Meldung „Noch keine Einnahmen importiert/erfasst.“\n\n- **Keine produktive Massenbestätigung:** Bestätigt  \n  Es wurde keine echte Kandidaten-Massenbestätigung ausgeführt. Runtime wurde nur migriert/verifiziert.\n\n## Wichtige Safety-Details\n\n- Keine echten Dateien ins Git.\n- Keine Runtime-DB ins Git.\n- Keine neuen Importquellen.\n- Keine OCR/Kamera/Vision.\n- Keine automatische Blindbuchung.\n- Batch Confirm erfordert:\n  - Preview\n  - Anzahl Kandidaten\n  - Kategorien\n  - Konflikte\n  - expliziten Confirm mit `preview_id`\n\n## Runtime\n\nVor Runtime-Migration wurde Backup erstellt:\n\n`/home/agent/jarvis_runtime/finance-system/backups/finance_phase19_pre_migration_20260517T140947Z.sqlite3`\n\nRuntime-Prüfung:\n\n- Schema vorher: `24`\n- Schema nachher: `24`\n- produktive Bulk-Confirms durch Phase 1.9 Runtime: `0`\n\n## Tests\n\nBestanden:\n\n- Python compile: OK\n- pytest: `386 passed`\n- npm test / Vitest: `24 passed`\n- npm run build: OK\n- git diff --check: OK\n- source secret scan geänderte Dateien: OK\n- frontend build secret scan: OK\n- Git-Safety: OK\n\nHinweis: Die bekannten Vue-Router-Testwarnings bleiben nicht-blockierend; Tests sind grün. Sehr höflich von ihnen, nur zu lärmen und nicht zu scheitern.\n\n## Git\n\n- Branch: `feat/budget-phase-1-4`\n- Commit: `144ae1420c5ad65f2686dc3b36694a7414490b39`\n- Commit Message: `feat: improve budget review productivity`\n- Push: erfolgreich\n- Remote-Branch-Hash: `144ae1420c5ad65f2686dc3b36694a7414490b39`\n- Remote Match: Ja\n\n## Offene Grenzen\n\n- Rule Manager ist bewusst MVP-light: einfache `merchant_contains`/Quelle/Kategorie/Status-Regeln, keine komplexe Prioritäts-/Konfliktengine.\n- Split erzeugt mehrere verknüpfte bestätigte Budgettransaktionen; ein dediziertes Parent-Split-Entity als User-Objekt bleibt optional später.\n- Storno/Reverse ist auf der Effektive-Ausgaben-Seite als sicherer Workflow-Hinweis vorhanden; kein aggressiver One-Click-Reversal ohne separaten Confirm-Flow.\n- Batch Confirm ist gebaut, aber produktive Entscheidung bleibt bei Ihnen. As requested — kein autonomer Buchhaltungs-Amoklauf."
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      "content": "[M G] dashboard restart skript starten"
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      "content": "Ich starte das Dashboard-Restart-Skript, Sir. Ich prüfe kurz den vorhandenen Script-Namen und führe ihn dann aus.",
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      "finish_reason": "tool_calls",
      "reasoning": "**Looking to restart processes**\n\nI think I need to restart something, but I'm not entirely sure if I should just start or stop it first. It seems like running a stop and then a start might be a good way to go. Maybe I need to find some background information or read the script related to this? I wonder if that might help clarify what I need to do here. Let’s see how to approach it!",
      "reasoning_content": "**Looking to restart processes**\n\nI think I need to restart something, but I'm not entirely sure if I should just start or stop it first. It seems like running a stop and then a start might be a good way to go. Maybe I need to find some background information or read the script related to this? I wonder if that might help clarify what I need to do here. Let’s see how to approach it!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCc-uvZTDEvmEi8Dlul4UNNyVY81i9FhXxC4NBb_QPazkXQ2NI7KdCfsjrrrrIkHjn_e7kEixRyFNeM-gJ68IbHH2JmQ5AiHdWo0K1nmFwyaLUl7ub76hJd6NGsiNzaXhqiWq5FlYVQro-_v10ks7dk3fP3vjDwZwDr3HoyyYipENuaUaM29zWNwR_pMxBAexA-a6jeLtuW_GEE715flkdXVao4Z6x1TUm8BBxxybsk3P9xoH4tYBxO-TT82zdRWDHAjN7EobRadV6deu33DErCHA8yscx62Bxr0AghJbx0zurP3EMCqaXDdnQmZBXD0dLKvZ9N9rrj7KaO_2CxDfo5zAkgIkgRHAoq2T3dW0aRxvPZWhsh0-e2EWaYxgyCvCuvijYMFBeQzu8rN8ZpIDaVD77w2zQbA6RAY6kcyzKymB0xUQ7YPhIpC3YH1b4_IsTKVRMLIFsVHcZXGEB4cGmn14fK8ALmtFX8TvlcL9G2NOHEUxXq3gZ2kmY_dDKVKqEITdvmBavemEgXHtWhLgjX86zSgIIY8gnc72o1IMSpYUAOiwtivYWsvEUCy-UncIGNNVRhGeCYDlhYNLqMA_zQzpbozhWR69H6ieJSi5gliYmZU1cECW1dNM5c9-oNrvaM5hm-M-xCN43IJniLo9_zJYSxtvEhgOPCxQFWI60ky3JrLxHTIgkN5Yqt1dus_tE6-b7iX3UFxETk2kmlvinsmYvrQxAk3QKihNmu7Xj0sEqKI97q1rHYRDmp0zAh90n-QGn2-fCJVl0wL1sM6_NN1ACUM1CRqnaJtOiCnGqHna2qXeszM6atNSKjueyRRxVHTfRXGFwUX64HiXg7wixdnV-hGkUpy6p7jwZvNa6FjpheYmH-q8azQke-Q0xaU9GuYS_4hquNYrp2s07YWxOIwoFbA40fRWKnheFpMnrZF-Vgrz2JcfzKX13yG8HXnxmQY96ozhg3OU-9wrmFs5p7J-m1AuxDeqNcLPa0tzyyqVTgmR8P2kJZ3c06-KdjA9dLav5qLAnZdQiztwMt9PGMV8SUDBZudJrH35-TQR1hGh3-s=",
          "id": "rs_064af6ee3d6528eb016a09cfac216c8191afbecb39a7b12679",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Looking to restart processes**\n\nI think I need to restart something, but I'm not entirely sure if I should just start or stop it first. It seems like running a stop and then a start might be a good way to go. Maybe I need to find some background information or read the script related to this? I wonder if that might help clarify what I need to do here. Let’s see how to approach it!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|#!/usr/bin/env bash\\n     2|set -euo pipefail\\n     3|\\n     4|REPO_DIR=\\\"/home/agent/.hermes/repos/FinanceManager\\\"\\n     5|RUNTIME_DIR=\\\"${JARVIS_FINANCE_RUNTIME_DIR:-$HOME/jarvis_runtime/finance-system}\\\"\\n     6|LOG_DIR=\\\"$RUNTIME_DIR/logs\\\"\\n     7|BACKEND_PID_FILE=\\\"$LOG_DIR/finance_backend.pid\\\"\\n     8|FRONTEND_PID_FILE=\\\"$LOG_DIR/finance_frontend.pid\\\"\\n     9|BACKEND_LOG=\\\"$LOG_DIR/finance_backend.log\\\"\\n    10|FRONTEND_LOG=\\\"$LOG_DIR/finance_frontend.log\\\"\\n    11|BACKEND_PORT=\\\"${BACKEND_PORT:-8000}\\\"\\n    12|FRONTEND_PORT=\\\"${FRONTEND_PORT:-5173}\\\"\\n    13|KILL_EXISTING=0\\n    14|\\n    15|usage() {\\n    16|  cat <<'USAGE'\\n    17|Usage: scripts/start_vue_dashboard.sh [--kill-existing]\\n    18|\\n    19|Starts FinanceManager FastAPI backend and Vue frontend.\\n    20|Logs and PID files are written under the external runtime log directory.\\n    21|USAGE\\n    22|}\\n    23|\\n    24|for arg in \\\"$@\\\"; do\\n    25|  case \\\"$arg\\\" in\\n    26|    --kill-existing) KILL_EXISTING=1 ;;\\n    27|    -h|--help) usage; exit 0 ;;\\n    28|    *) echo \\\"Unknown argument: $arg\\\" >&2; usage; exit 2 ;;\\n    29|  esac\\n    30|done\\n    31|\\n    32|require_dir() {\\n    33|  if [[ ! -d \\\"$1\\\" ]]; then\\n    34|    echo \\\"Missing directory: $1\\\" >&2\\n    35|    exit 1\\n    36|  fi\\n    37|}\\n    38|\\n    39|port_in_use() {\\n    40|  python - \\\"$1\\\" <<'PY'\\n    41|import socket, sys\\n    42|port = int(sys.argv[1])\\n    43|with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:\\n    44|    sys.exit(0 if s.connect_ex((\\\"127.0.0.1\\\", port)) == 0 else 1)\\n    45|PY\\n    46|}\\n    47|\\n    48|stop_from_pid_file() {\\n    49|  local pid_file=\\\"$1\\\"\\n    50|  if [[ -f \\\"$pid_file\\\" ]]; then\\n    51|    local pid\\n    52|    pid=\\\"$(tr -cd '0-9' < \\\"$pid_file\\\")\\\"\\n    53|    if [[ -n \\\"$pid\\\" ]] && kill -0 \\\"$pid\\\" 2>/dev/null; then\\n    54|      kill \\\"$pid\\\" 2>/dev/null || true\\n    55|    fi\\n    56|    rm -f \\\"$pid_file\\\"\\n    57|  fi\\n    58|}\\n    59|\\n    60|require_dir \\\"$REPO_DIR\\\"\\n    61|require_dir \\\"$RUNTIME_DIR\\\"\\n    62|if [[ ! -f \\\"$RUNTIME_DIR/venv/bin/activate\\\" ]]; then\\n    63|  echo \\\"Missing Python venv: $RUNTIME_DIR/venv\\\" >&2\\n    64|  echo \\\"Create/restore the FinanceManager runtime venv first.\\\" >&2\\n    65|  exit 1\\n    66|fi\\n    67|if [[ ! -d \\\"$REPO_DIR/frontend/node_modules\\\" ]]; then\\n    68|  echo \\\"Missing frontend/node_modules. Run: cd $REPO_DIR/frontend && npm install\\\" >&2\\n    69|  exit 1\\n    70|fi\\n    71|mkdir -p \\\"$LOG_DIR\\\"\\n    72|\\n    73|if [[ \\\"$KILL_EXISTING\\\" == \\\"1\\\" ]]; then\\n    74|  stop_from_pid_file \\\"$BACKEND_PID_FILE\\\"\\n    75|  stop_from_pid_file \\\"$FRONTEND_PID_FILE\\\"\\n    76|fi\\n    77|\\n    78|if port_in_use \\\"$BACKEND_PORT\\\"; then\\n    79|  echo \\\"Port $BACKEND_PORT is already in use. Stop the existing backend or run with --kill-existing if it was started by this script.\\\" >&2\\n    80|  exit 1\\n    81|fi\\n    82|if port_in_use \\\"$FRONTEND_PORT\\\"; then\\n    83|  echo \\\"Port $FRONTEND_PORT is already in use. Stop the existing frontend or run with --kill-existing if it was started by this script.\\\" >&2\\n    84|  exit 1\\n    85|fi\\n    86|\\n    87|cd \\\"$REPO_DIR\\\"\\n    88|# shellcheck source=/dev/null\\n    89|source \\\"$RUNTIME_DIR/venv/bin/activate\\\"\\n    90|# The runtime venv activation may contain stale/UAT environment exports.\\n    91|# Reassert the canonical runtime chosen by this script before starting FastAPI.\\n    92|export JARVIS_FINANCE_RUNTIME_DIR=\\\"$RUNTIME_DIR\\\"\\n    93|unset JARVIS_FINANCE_DB_PATH\\n    94|\\n    95|: > \\\"$BACKEND_LOG\\\"\\n    96|: > \\\"$FRONTEND_LOG\\\"\\n    97|\\n    98|echo \\\"Starting FastAPI backend on http://127.0.0.1:$BACKEND_PORT\\\"\\n    99|PYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 127.0.0.1 --port \\\"$BACKEND_PORT\\\" \\\\\\n   100|  > \\\"$BACKEND_LOG\\\" 2>&1 &\\n   101|BACKEND_PID=$!\\n   102|echo \\\"$BACKEND_PID\\\" > \\\"$BACKEND_PID_FILE\\\"\\n   103|\\n   104|cd \\\"$REPO_DIR/frontend\\\"\\n   105|TAILSCALE_HOST=\\\"${TAILSCALE_HOST:-}\\\"\\n   106|if [[ -z \\\"$TAILSCALE_HOST\\\" ]] && command -v tailscale >/dev/null 2>&1; then\\n   107|  TAILSCALE_HOST=\\\"$(tailscale status --json 2>/dev/null | python -c 'import json,sys; data=json.load(sys.stdin); print(data.get(\\\"Self\\\",{}).get(\\\"DNSName\\\",\\\"\\\").rstrip(\\\".\\\"))' 2>/dev/null || true)\\\"\\n   108|fi\\n   109|if [[ -z \\\"$TAILSCALE_HOST\\\" ]] && command -v tailscale >/dev/null 2>&1; then\\n   110|  TAILSCALE_HOST=\\\"$(tailscale ip -4 2>/dev/null | head -n1 || true)\\\"\\n   111|fi\\n   112|PUBLIC_FRONTEND_ORIGIN=\\\"${VITE_API_BASE_URL:-}\\\"\\n   113|if [[ -z \\\"$PUBLIC_FRONTEND_ORIGIN\\\" && -n \\\"$TAILSCALE_HOST\\\" ]]; then\\n   114|  PUBLIC_FRONTEND_ORIGIN=\\\"http://$TAILSCALE_HOST:$FRONTEND_PORT\\\"\\n   115|fi\\n   116|if [[ -z \\\"$PUBLIC_FRONTEND_ORIGIN\\\" ]]; then\\n   117|  PUBLIC_FRONTEND_ORIGIN=\\\"http://127.0.0.1:$FRONTEND_PORT\\\"\\n   118|fi\\n   119|export VITE_API_BASE_URL=\\\"$PUBLIC_FRONTEND_ORIGIN\\\"\\n   120|if [[ -n \\\"$TAILSCALE_HOST\\\" ]]; then\\n   121|  export __VITE_ADDITIONAL_SERVER_ALLOWED_HOSTS=\\\"${__VITE_ADDITIONAL_SERVER_ALLOWED_HOSTS:-$TAILSCALE_HOST}\\\"\\n   122|fi\\n   123|echo \\\"Starting Vue frontend on http://127.0.0.1:$FRONTEND_PORT\\\"\\n   124|echo \\\"Frontend API base: $VITE_API_BASE_URL\\\"\\n   125|npm run dev -- --host 0.0.0.0 --port \\\"$FRONTEND_PORT\\\" \\\\\\n   126|  > \\\"$FRONTEND_LOG\\\" 2>&1 &\\n   127|FRONTEND_PID=$!\\n   128|echo \\\"$FRONTEND_PID\\\" > \\\"$FRONTEND_PID_FILE\\\"\\n   129|\\n   130|printf 'Backend PID: %s\\\\n' \\\"$BACKEND_PID\\\"\\n   131|printf 'Frontend PID: %s\\\\n' \\\"$FRONTEND_PID\\\"\\n   132|printf 'Backend: http://127.0.0.1:%s\\\\n' \\\"$BACKEND_PORT\\\"\\n   133|printf 'Frontend: http://127.0.0.1:%s\\\\n' \\\"$FRONTEND_PORT\\\"\\n   134|echo \\\"Logs:\\\"\\n   135|printf '  %s\\\\n' \\\"$BACKEND_LOG\\\"\\n   136|printf '  %s\\\\n' \\\"$FRONTEND_LOG\\\"\\n   137|echo \\\"Stop with: $REPO_DIR/scripts/stop_vue_dashboard.sh\\\"\\n   138|\", \"total_lines\": 137, \"file_size\": 4530, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_dGufHFtYwkiBXOdYrH69uyqF"
    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|#!/usr/bin/env bash\\n     2|set -euo pipefail\\n     3|\\n     4|RUNTIME_DIR=\\\"${JARVIS_FINANCE_RUNTIME_DIR:-$HOME/jarvis_runtime/finance-system}\\\"\\n     5|LOG_DIR=\\\"$RUNTIME_DIR/logs\\\"\\n     6|BACKEND_PID_FILE=\\\"$LOG_DIR/finance_backend.pid\\\"\\n     7|FRONTEND_PID_FILE=\\\"$LOG_DIR/finance_frontend.pid\\\"\\n     8|\\n     9|stop_pid_file() {\\n    10|  local label=\\\"$1\\\"\\n    11|  local pid_file=\\\"$2\\\"\\n    12|  if [[ ! -f \\\"$pid_file\\\" ]]; then\\n    13|    echo \\\"$label: no PID file ($pid_file)\\\"\\n    14|    return 0\\n    15|  fi\\n    16|  local pid\\n    17|  pid=\\\"$(tr -cd '0-9' < \\\"$pid_file\\\")\\\"\\n    18|  if [[ -z \\\"$pid\\\" ]]; then\\n    19|    echo \\\"$label: invalid PID file, removing\\\"\\n    20|    rm -f \\\"$pid_file\\\"\\n    21|    return 0\\n    22|  fi\\n    23|  if kill -0 \\\"$pid\\\" 2>/dev/null; then\\n    24|    echo \\\"Stopping $label PID $pid\\\"\\n    25|    kill \\\"$pid\\\" 2>/dev/null || true\\n    26|    for _ in $(seq 1 20); do\\n    27|      if ! kill -0 \\\"$pid\\\" 2>/dev/null; then\\n    28|        break\\n    29|      fi\\n    30|      sleep 0.2\\n    31|    done\\n    32|    if kill -0 \\\"$pid\\\" 2>/dev/null; then\\n    33|      echo \\\"$label did not stop gracefully; sending TERM again\\\" >&2\\n    34|      kill \\\"$pid\\\" 2>/dev/null || true\\n    35|    fi\\n    36|  else\\n    37|    echo \\\"$label: PID $pid is not running\\\"\\n    38|  fi\\n    39|  rm -f \\\"$pid_file\\\"\\n    40|}\\n    41|\\n    42|stop_pid_file \\\"FastAPI backend\\\" \\\"$BACKEND_PID_FILE\\\"\\n    43|stop_pid_file \\\"Vue frontend\\\" \\\"$FRONTEND_PID_FILE\\\"\\n    44|echo \\\"Dashboard stop complete.\\\"\\n    45|\", \"total_lines\": 44, \"file_size\": 1160, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_9vrjD3Je51w7HiaJI0pkI9Zz"
    },
    {
      "role": "assistant",
      "content": "Need run start --kill-existing maybe. Then verify ports/health. Need maybe use terminal.",
      "tool_calls": [
        {
          "id": "call_RNati9uqW7pgnWm62jtpd9a8",
          "call_id": "call_RNati9uqW7pgnWm62jtpd9a8",
          "response_item_id": "fc_064af6ee3d6528eb016a09cfbccd948191afb2f802f479c709",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"scripts/start_vue_dashboard.sh --kill-existing\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need run start --kill-existing maybe. Then verify ports/health. Need maybe use terminal."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cfbc126881918bd1bd1983e4867a",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Port 8000 is already in use. Stop the existing backend or run with --kill-existing if it was started by this script.\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_RNati9uqW7pgnWm62jtpd9a8"
    },
    {
      "role": "assistant",
      "content": "Der Skript-Stop über PID-Dateien reicht nicht, weil Port `8000` noch von einem Prozess belegt ist, der offenbar nicht mehr sauber über die Dashboard-PID-Datei geführt wird. Ich identifiziere und bereinige genau diese Dashboard-Ports, dann starte ich neu.",
      "tool_calls": [
        {
          "id": "call_rHkj0VWNty0p93YfzXanWxjx",
          "call_id": "call_rHkj0VWNty0p93YfzXanWxjx",
          "response_item_id": "fc_064af6ee3d6528eb016a09cfcc74b48191b6c33005c2ffe1a9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport socket, subprocess, json\\nports=[8000,5173]\\nfor port in ports:\\n    out=subprocess.run(['bash','-lc',f\\\"ss -ltnp 'sport = :{port}' || true\\\"],capture_output=True,text=True).stdout.strip()\\n    print(f'--- port {port} ---')\\n    print(out or 'free')\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCc_KsRYe6f8mcI_UwxLBzKz1vLbY6Rida9jPYHOGcLENiwKPkkxer_GKt-d6xIjM28Zt-yxeWPwhvaLn4nT3ZjWpgEWXQ6XR9zNJXTiOXywazfEYQajTr5i6xCSn6fHYqtKPoCSzBf1-G9KOjPWs599IP_KDPIHAVyKdQWDcnBcBBcRN03i5zK_qz-OcgEa7WQqwjk33MdcDlorVnXKnGab9mUq4lq4ybLq5h8vF_KCfRWCSiFYPjTEYUlIyiPMfnnONuUcUmaP1fdH_3w86z98wbOxlpwYz7_CN-YnFFdxAVBrU3WLY5iFrMOcQDIFvV8htd-Than34SXPy_TRigbOXM5qfEnuZ67btD-lMhUjXypSIPp-3TDpoDXrERM6OzcEJ9kGOjBPzoZmmUYdrw8yAOlt9M342SyfMD5gWNgeK6Ogv2xeca_FCxiLceWz9kEND0lnd8gEKS-2ps5G_5HxM_jkE32ZVIOTh34AOpc1xGrx5Xl_u8Lra13WUwgfbT1ciATOGKZc46h0yTJK_yq6KCyNQfsmRHsSfkgqgri9Y9Fzo4-ybOxgzMCqoSNkUFAojdUMsjUA6q-cInnLRj3ZDhLLuonrDZPhivaQ83II1XOFLgpqw3afPNJvxFgHrCarYqY9CiQuF98jRzjl4ctv-xcsWvLDPhZot6_A2szSZW0WkdQwYu_VnvH1LQ16nz3lSwPVQjMj5T3zDwqU-cuoIEKUsA3eerqa22t2vX-dzaRDgttl-x4Vz1e0gU90AYCh53-7wbhF3axFJGDiKzzzkJXSreEyD8ThxphFolPZOXRJOxLw_52NXF3Xi9NJ1agAv6Xc30UlttCvWs3bQBTvLJINVqB115ve-DyhdZ-fHOwndqTxpUQEATwrKjoVb4aifIRi7_dhHOZN1R_ds38R4ou43qzo2U-ulyPZwdIFgpeCGBwE_LJPth0lnSKjwgDliKQZIjy_zJ8jBf9Mp3oCzhvMQc6lr6KHYhc8fABooQGrh-vQ9lgLLjZqAqOacr3-9Q5L9CnbFlCg3tav0fbCNBg==",
          "id": "rs_064af6ee3d6528eb016a09cfc83c108191b33b2ef5bfaf8aea",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der Skript-Stop über PID-Dateien reicht nicht, weil Port `8000` noch von einem Prozess belegt ist, der offenbar nicht mehr sauber über die Dashboard-PID-Datei geführt wird. Ich identifiziere und bereinige genau diese Dashboard-Ports, dann starte ich neu."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cfcad1ac8191bd9d0e247a749056",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"--- port 8000 ---\\nState Recv-Q Send-Q Local Address:Port Peer Address:PortProcess\\n--- port 5173 ---\\nState  Recv-Q Send-Q Local Address:Port Peer Address:PortProcess\\nLISTEN 0      511          0.0.0.0:5173      0.0.0.0:*    users:((\\\"node\\\",pid=489088,fd=23))\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_rHkj0VWNty0p93YfzXanWxjx"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_6BVfMlv0Zw0AvJpIM4rknVT3",
          "call_id": "call_6BVfMlv0Zw0AvJpIM4rknVT3",
          "response_item_id": "fc_064af6ee3d6528eb016a09cfd75f908191bdc29b68779db590",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python - <<'PY'\\nimport socket, subprocess\\nfor port in [8000,5173]:\\n    s=socket.socket(); rc=s.connect_ex(('127.0.0.1',port)); s.close(); print(port, 'connect_ex', rc)\\nprint(subprocess.run(['bash','-lc','ps -eo pid,ppid,cmd | grep -E \\\"uvicorn|vite|npm run dev|node\\\" | grep -v grep || true'],capture_output=True,text=True).stdout)\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking connection issues**\n\nI'm noticing that `ss` didn't display 8000, but the port function suggests it's in use, possibly listening to IPv4? That's a bit odd. It makes me think I should check my connections and processes with the `connect` and `ps` commands to get a better sense of what's happening. There's a lot going on here, and I really want to figure it out accurately! Let's see if I can uncover the details.",
      "reasoning_content": "**Checking connection issues**\n\nI'm noticing that `ss` didn't display 8000, but the port function suggests it's in use, possibly listening to IPv4? That's a bit odd. It makes me think I should check my connections and processes with the `connect` and `ps` commands to get a better sense of what's happening. There's a lot going on here, and I really want to figure it out accurately! Let's see if I can uncover the details.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCc_Xh9XKdtGZDjsfzfEgIrSyd-DxcylaLS0MaH6Y5gsheHULjfUOJKclG75NGV0BaHY6s8vg6MVuE-YdOBTfACVvEnsraUngWdqxAuFDnria5QFK1HnPkhFan06RkjsDjSUB3eQNtL--RgXx9CPPGB7cucOSpZSf7CpKhVzuJpy8SU3vhBzUKxEpHvMJcykM01aEJjL4ajxPmiMKRIHc1Qz7TR9PT8SVERHMA1OJskuWGkxBxs7pDC6i568im6pehG_K60dPIZTfz0sWcXFIAEe306it91_jklY5cHQhMcjat3VCEo7tYbz5MLyLVERjjmj8XF5w8DtP3NgtIDKNtNxvur1g6k9tR42oYeezFIohLW1f0BpeslS779cHgApItCcqpF4rFciBeGrFv19vn2AxUj5jIGZKZqUDcjz5OQsaP_Dk6VKNQnOGwLMr1bJaaFOoc4L2t714eR-YqHvSAtY7uYaWP4fEaxVghGVNl1gX18OyJ4RSF2MsTaebXs0B40Cp-n2eK-E4uWQMG4iGgAQ2WFFgEqqz0NWWkGzWW21hOZfKM_EmQWzGgADZhhnNZRB8nTfPEgEosTzLjTCwcFuE51Fh2ng6-RtffTw4lygmmonk1kq9mj3CyqThQRnWbmjMn8Yc0GxiyXm1VuI1zOeVX4edr9aix5XWpryDgzqubHdS2vks0LVr5xNDILOL8EaPaz7WhiH26c7SQFymSXeBF7fWrl9hnB5CaGbVdQX6NPSpRitUWcto4xyGKIXy_8TVohhnkZ1LfpbAnHtdeBcUuubko_NaQYLrm-zZDHBxpc6Fhwl9fbol94lTKcAYgZHd1jfIZqSo7e9KzQgUx51NaKoc3ngSNTWYVrwge22WgQxcZ3x5AtfotwxUPCye22oJ20xq4eBeuG_Tl-3LN7iBIm7m4Q_mq8ESdvEy73olR_DgtJ44lt5Qg87FkNXifRQhh1PSJzmPOUSRwKrq-x9aiMeXxhf171OoZIJxbM1tdd9_dZkv9YEvOSi3WX2IipgQjs0Ojro7lmWn9i5dvFsJ98F0E7tSYyGpByEHVIeMM_Q=",
          "id": "rs_064af6ee3d6528eb016a09cfd4d0e481918dd586371be97f51",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking connection issues**\n\nI'm noticing that `ss` didn't display 8000, but the port function suggests it's in use, possibly listening to IPv4? That's a bit odd. It makes me think I should check my connections and processes with the `connect` and `ps` commands to get a better sense of what's happening. There's a lot going on here, and I really want to figure it out accurately! Let's see if I can uncover the details."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"8000 connect_ex 111\\n5173 connect_ex 0\\n   2253    2243 fusermount3 -o rw,nosuid,nodev,fsname=portal,auto_unmount,subtype=portal -- /run/user/1000/doc\\n 406125  405907 node /home/agent/.hermes/lsp/bin/pyright-langserver --stdio\\n 409221  405907 node /home/agent/.hermes/lsp/bin/typescript-language-server --stdio\\n 409233  409221 /usr/bin/node /home/agent/.hermes/lsp/node_modules/typescript/lib/tsserver.js --serverMode partialSemantic --useInferredProjectPerProjectRoot --disableAutomaticTypingAcquisition --cancellationPipeName /tmp/14b4f076c91ade8c79daf0e6f071cc90/tscancellation* --locale en --validateDefaultNpmLocation --useNodeIpc\\n 409234  409221 /usr/bin/node /home/agent/.hermes/lsp/node_modules/typescript/lib/tsserver.js --useInferredProjectPerProjectRoot --cancellationPipeName /tmp/089c7162d70b0172c51ec13e5aa7a4e3/tscancellation* --locale en --validateDefaultNpmLocation --useNodeIpc\\n 409256  409234 /usr/bin/node /home/agent/.hermes/lsp/node_modules/typescript/lib/typingsInstaller.js --globalTypingsCacheLocation /home/agent/.cache/typescript/6.0 --typesMapLocation /home/agent/.hermes/lsp/node_modules/typescript/lib/typesMap.json --validateDefaultNpmLocation\\n 426189  405907 npm run dev --host 0.0.0.0 --port 5173\\n 426211  426189 sh -c vite --host 0.0.0.0 --port 5173\\n 426212  426211 node /home/agent/.hermes/repos/FinanceManager/frontend/node_modules/.bin/vite --host 0.0.0.0 --port 5173\\n 433935  405907 node /home/agent/.hermes/lsp/bin/bash-language-server start\\n 489088     911 node /home/agent/.hermes/repos/FinanceManager/frontend/node_modules/.bin/vite --host 0.0.0.0 --port 5173\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_6BVfMlv0Zw0AvJpIM4rknVT3"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_6ClOHkHeoyXrs9tlAwoTFSw7",
          "call_id": "call_6ClOHkHeoyXrs9tlAwoTFSw7",
          "response_item_id": "fc_064af6ee3d6528eb016a09cfe404d88191a6314165b991ff9d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nscripts/stop_vue_dashboard.sh || true\\npython - <<'PY'\\nimport os, signal, subprocess, time\\nout=subprocess.run(['bash','-lc','ps -eo pid,cmd | grep -E \\\"/home/agent/.hermes/repos/FinanceManager/frontend/node_modules/.bin/vite|npm run dev -- --host 0.0.0.0 --port 5173|npm run dev --host 0.0.0.0 --port 5173|sh -c vite --host 0.0.0.0 --port 5173\\\" | grep -v grep || true'],capture_output=True,text=True).stdout.strip().splitlines()\\npids=[]\\nfor line in out:\\n    try: pids.append(int(line.strip().split(None,1)[0]))\\n    except Exception: pass\\nfor pid in sorted(set(pids)):\\n    try:\\n        print('stopping stale frontend pid', pid)\\n        os.kill(pid, signal.SIGTERM)\\n    except ProcessLookupError:\\n        pass\\ntime.sleep(1)\\nfor pid in sorted(set(pids)):\\n    try:\\n        os.kill(pid, 0)\\n        print('killing stubborn frontend pid', pid)\\n        os.kill(pid, signal.SIGKILL)\\n    except ProcessLookupError:\\n        pass\\nPY\\nscripts/start_vue_dashboard.sh --kill-existing\",\"timeout\":180,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Troubleshooting script issues**\n\nIt looks like I need to deal with a backend that's not in use, but it seems the script failed in a strange manner — possibly due to a race condition? The frontend is currently running, so I should stop any stale process IDs (PIDs), as the PID file might be incorrect. I'll run the stop script, maybe kill off necessary processes, then focus on terminating only the Vite PIDs for the repository before starting everything again.",
      "reasoning_content": "**Troubleshooting script issues**\n\nIt looks like I need to deal with a backend that's not in use, but it seems the script failed in a strange manner — possibly due to a race condition? The frontend is currently running, so I should stop any stale process IDs (PIDs), as the PID file might be incorrect. I'll run the stop script, maybe kill off necessary processes, then focus on terminating only the Vite PIDs for the repository before starting everything again.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCc_kiqV0Y0YAOkRVQnWMxBqJ6gZSaHYYjFPK7M5v2Z9TF19tVNqJn-XCPDO8iVgcB2DBqra9bvhSdUNAGU6h738v9yEbRKhm4j3REMvk75muS67WdF4ESTbjcF5OJ68o0_0MKclxd2eJN9L95sgq_mTXWxSHmm_YgTshrNS0V2ZVcg7kIbEwk_CazxEgJ6FLtw0S35KguyUAo-S8Jeg8OLEH7Ykj_UAQncf7D5NriYgkLguZRhw8A201eSnOWCIhy96mZeUMJdoeDbyW9k_VkWtRt_seLWLY55dlUZHaWOhlQGjyvE9sHUMS0KSJbYclCDrAFIZIDFikQMlYMp8uo0qGFVZGNYKCfe-Ict8U9Yuuu3C-iKHjXfKb5OG5iMUoLEwhYABcpCfxRNGJEiB5sfOsaxNesrRT_CkiL2YoML9F0HaVbH4p_NwmLytJGrBepbRTWFspurLrbIZ3jQQYseX_vYtrxULdMmQix1XE8tVu1-UC8SOLPpbyPqjvmf5cshBfdGLHcyIzx8wYdjeISB_d72f7NK7gVUETrFk1nyL2a3GQUmhPqDHGNvU0Tvnh3SxSBc9mL0BPeotgoXjHUueI4gzbXkNEsf0jTajisFg3aWrcmDZpY8m4VV7ij80CmZgsQs0WkGyTms7ybEYNvff0_-grAbn5OhRrHl0tAJcz3MZjoYSnSyiHm-PiI4alO4jodvD4DGN6kMivqYqQTEoUs1QX4lgOD7QsZ2OmmJXVL5rjJOuvUnRUUxIY0y_Z1mo-h89yby4vQ8YJlrpad774kODNsozdDa3OlmXDVaFKH0c8wk3qGcaHVSs2y4it5ZewPKuUMZGoLsbQ4O-7kYUNd5E0PMYdrqq6ir41CO_F9GfEcIy6QPfxH28tbIvcMd9AD8E7o1jQkphO7H9l4CiG5R28TJE7DoO6FGVbjM3CPFw7cb4Evs_yN3FQN1wKmXpI56ekDKPVTeZKNmrR-n9NDAovE1tVIJtFR9oSHpKQTYQrim8KGUIYuo6stUwz71nGyDCk3uraoX6us6IR21eO-RqBFeHVAmirGBf-HiIhjooJPowMrHeKYgCyTuKDNZw6iNwNz3GfqCqExjd-BxUOcYaqwdwIxD2_aMSVeVJdO-qCBwE4T2JOXqDBNmKw0fXztBXFNSVf35hZ6kooNcKhe2OrnERZkO5PDnNxg7DaRUc=",
          "id": "rs_064af6ee3d6528eb016a09cfde335c8191a869cc3f267a6702",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Troubleshooting script issues**\n\nIt looks like I need to deal with a backend that's not in use, but it seems the script failed in a strange manner — possibly due to a race condition? The frontend is currently running, so I should stop any stale process IDs (PIDs), as the PID file might be incorrect. I'll run the stop script, maybe kill off necessary processes, then focus on terminating only the Vite PIDs for the repository before starting everything again."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"FastAPI backend: no PID file (/home/agent/jarvis_runtime/finance-system/logs/finance_backend.pid)\\nVue frontend: no PID file (/home/agent/jarvis_runtime/finance-system/logs/finance_frontend.pid)\\nDashboard stop complete.\\nstopping stale frontend pid 426189\\nstopping stale frontend pid 426211\\nstopping stale frontend pid 426212\\nstopping stale frontend pid 489088\\nStarting FastAPI backend on http://127.0.0.1:8000\\nStarting Vue frontend on http://127.0.0.1:5173\\nFrontend API base: http://agent.tailbd371b.ts.net:5173\\nBackend PID: 494133\\nFrontend PID: 494142\\nBackend: http://127.0.0.1:8000\\nFrontend: http://127.0.0.1:5173\\nLogs:\\n  /home/agent/jarvis_runtime/finance-system/logs/finance_backend.log\\n  /home/agent/jarvis_runtime/finance-system/logs/finance_frontend.log\\nStop with: /home/agent/.hermes/repos/FinanceManager/scripts/stop_vue_dashboard.sh\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (shell command via -c/-lc flag) and was approved by the user.\"}",
      "tool_call_id": "call_6ClOHkHeoyXrs9tlAwoTFSw7"
    },
    {
      "role": "assistant",
      "content": "Dashboard-Prozesse laufen wieder. Ich prüfe noch kurz Backend/Frontend-Erreichbarkeit.",
      "tool_calls": [
        {
          "id": "call_V1Rpw6Lw2rADEgsmInPxWFi8",
          "call_id": "call_V1Rpw6Lw2rADEgsmInPxWFi8",
          "response_item_id": "fc_064af6ee3d6528eb016a09cffee29081919a2751923e6741c7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport urllib.request\\nfor label, url in [('backend','http://127.0.0.1:8000/api/health'), ('frontend','http://127.0.0.1:5173')]:\\n    try:\\n        with urllib.request.urlopen(url, timeout=5) as r:\\n            print(label, r.status, r.geturl())\\n    except Exception as e:\\n        print(label, 'ERROR', e)\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCc_-lA8s_UZrJynnqeDVYA0H-1pQVdpjQOJWXXfq9-zMVMyynKukawdzJrJXzTGg9giM97U9RBUOCGX111185GFfN8Kc8xQbM61cUI0K6jfs34imIQABlXk2YgeFGjei4LDCL0arufHTix81_DNjc9KQ0VPu8Naj3SjwdnUqar7pDTccEQvBiS2yRaSbrVTT3LBcQHJEumlzFiJERpaQxdNpQSLSUaZ0z6OfrfdFodX9U5_RQShT4-DF87yu23or88bBedZcIbf0_4wcj5UINs2vymKu12VpUyFXZBJKX7wjBbECxyBfkaWtrsj7Jku18njsBlzB3HOC91Id-qo_yx45TEqILlKliP92QQL09l9q7Uu4W9tW9_0cWsCigPYEwVeZBQXJWoJoQ8jwDZ_kWCrEFgFwTX4TOw4sKCSlMR9mvlTJnTX1VYnpFn1BBrs-We_kHXHiko1nSW6Drg5vfP_IB5bpGM4Y15yshFsG7aKKdnEeq63sHcQ8kZzaHPTnhjvQco0zPBPOo3stcJN14xLp7Qonu12fCpn-NQ4Cq9GrWqb-ndx-oL2P4xnCHYuH7Kg3rN0HlYDJOUgV8W4RKO8OgI30GkqEjhPznFOC8QukxmD5I5BpzSxqbiZgFO5mSOgK-yovsHH60lzzjCJ9G5rWz6hcPJA9_ccGa8DCS4pwlcVZNs9bJ4OkEilrOm8STyvRTegBX2GKZMuyc_dOd4K6tnKMS0seoNUz0bWMXbgSuRU7MyutIKftb3oaNmBM8EtBKrGZLhnfQ3cwqUGuC2IB3LAstSB4Dxx7UlHiLxXT7OmFD-kX2i8QFy3tdWoBInrJRJMJJWiyQKKQvVFI_wbh30URK4jCIQzI5qxDgbKR5wZjuxeDePsiR4s0Uhya9VSegxk0q8DdxfhGMRK6Drz8Fx8ibl22aRw89EDU90QzPRmpFJ4dzhqilpiCMUD5NdQn",
          "id": "rs_064af6ee3d6528eb016a09cffe0a408191bf2ec10f1423f187",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Dashboard-Prozesse laufen wieder. Ich prüfe noch kurz Backend/Frontend-Erreichbarkeit."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09cffe9a848191a58d95d3d5287bb5",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"backend 200 http://127.0.0.1:8000/api/health\\nfrontend 200 http://127.0.0.1:5173\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_V1Rpw6Lw2rADEgsmInPxWFi8"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n- Alte/stale Frontend-Prozesse auf Port `5173` bereinigt.\n- Dashboard neu gestartet:\n  - Backend PID: `494133`\n  - Frontend PID: `494142`\n- Healthcheck:\n  - Backend: `200`\n  - Frontend: `200`\n\nURLs:\n\n- Lokal Backend: `http://127.0.0.1:8000`\n- Lokal Frontend: `http://127.0.0.1:5173`\n- Frontend API/Base laut Script: `http://agent.tailbd371b.ts.net:5173`\n\nLogs:\n\n- Backend: `/home/agent/jarvis_runtime/finance-system/logs/finance_backend.log`\n- Frontend: `/home/agent/jarvis_runtime/finance-system/logs/finance_frontend.log`",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n- Alte/stale Frontend-Prozesse auf Port `5173` bereinigt.\n- Dashboard neu gestartet:\n  - Backend PID: `494133`\n  - Frontend PID: `494142`\n- Healthcheck:\n  - Backend: `200`\n  - Frontend: `200`\n\nURLs:\n\n- Lokal Backend: `http://127.0.0.1:8000`\n- Lokal Frontend: `http://127.0.0.1:5173`\n- Frontend API/Base laut Script: `http://agent.tailbd371b.ts.net:5173`\n\nLogs:\n\n- Backend: `/home/agent/jarvis_runtime/finance-system/logs/finance_backend.log`\n- Frontend: `/home/agent/jarvis_runtime/finance-system/logs/finance_frontend.log`"
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09d00745748191a976b8ba1c446fa5",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_024e9bcb525a matched watch pattern \"Local:\".\nCommand: npm run dev -- --host 0.0.0.0 --port 5173\nMatched output:\n  ➜  Local:   http://localhost:5174/]"
    },
    {
      "role": "assistant",
      "content": "Ich prüfe das sofort: Vite ist offenbar auf `5174` ausgewichen, was bedeutet, dass `5173` weiterhin belegt war oder der Start doppelt lief. Ich verifiziere Ports, PIDs und korrigiere auf den erwarteten Port.",
      "reasoning": "**Investigating background process issues**\n\nI need to respond to the background process notification since the user has brought up something important. It looks like port 5173 might be occupied, causing Vite to move to port 5174. I should verify the current processes and logs to see what's going on. If there's no skill, maybe I can look into the finance system, which is already loaded. Using tools is essential to check the system state.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Investigating background process issues**\n\nI need to respond to the background process notification since the user has brought up something important. It looks like port 5173 might be occupied, causing Vite to move to port 5174. I should verify the current processes and logs to see what's going on. If there's no skill, maybe I can look into the finance system, which is already loaded. Using tools is essential to check the system state.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCdAY_IW6aduPv9DM7K7TeClrYnO582q5dHEDgSTflh0KrccUpOTdrgamTdL6qTu3Mjx-ANV6tFR2kbuccwxPkLA6LJNK6CilCxzu04RZKdhCbRH4hu228TtXQHGjci3P7uP6URBspa3N5SzVSYApubEdj0t9_JEkmklxD6MMl3b25FkhdzIPbXORagtntiXALGUQ5SA4ooK-olyQHI4NZY2HBH98NaKcaz2s8SJJuljdvMhb2uE-qTdzD9beecVvAXaXfBr2xOljbloyUPqfP4rBNBhJiXBnKygNuVjJ-2haXQ_lDkkO1UUXMSLr3uqCnM0w__FYZd9wMi58dBr0gawc2QQcy-xTQOy92Hn4tlr9gwFUqL0CN9Aj0bnfuj7pWk4d1PbWKYtKpW77fxUBHtWTQN9FhlyeTE9VmrOEWL9r6XtFNXL9r5rUDhL9ZHhXj5j4rQo48lHj_DqO8CFJ8xfsByVeR6bNLrhh7fJp5DcPsZts2gwhOvlAEeTTIu8VNPbqZWaVP2acWe7L5KXP1vqf4AXH3_NBPldshDzTfRlTirpm4jeu7rti99o1vwtkSORaV48vW0gwxt0-ChB1h3V7nRMFKflDL0d3lR_XcCQZaV_dlrpuXKAv2QfOAGzT42fv9hIFUDXyy5HhnuScOuaLX3in9iD2mwheYXlv-QCWEKF8GSIRBWopn_9XCX1zCEZmjdNCI8FJbpEqrBcRdpppkeOBqOkNa61KGzX51zu7Z7VeLvIOv9enPygYtkdZp09g4zb7Y7TZ-G0X1QBNGZCfUH8nYekuxHnhFOInh2vx7I8uo2_21MKP1zZxBZhbEkrvckAmGy7CcVfOEt3CjIJ9NHInQgAbrWyhk8zOIxaWqDc-yaoFjuByhImB7bg8ZvRFDMBIjc7TzkQPZnMB9bBRMaEheJm3LrGkShbc8B3PKICaLUZPaL08llSaC4VSy3OLJLKKqp2b4QvGBSlvgLkLSv7crNztR6vk3J4yUKGe155ZSYrHyVtx1oZmOs_A1otzAP0ZnjzMj8UR93FGespBd7ocf_u7VlHMwLCGXNBdXALdRGCtOCMKB1Zur0FhEJjufWAt7jHSfAytIRnA8aO8UZ-qsFeKi8z-CpAvSj8WUU44cWD-K-MBc0h89oeM51WSQztMSzZq58GjHTQW3_KYRH4X_uVYL6Oy7xjn80kZURhINQfaiEClEo0c4ptH1BJ4pzsfVggxHLu65qla-Kk-opPi_xd-Gw_uvVcQTkC54Z9QhIDsDnQzLzXu6Z6a9ubU",
          "id": "rs_064af6ee3d6528eb016a09d00f444881918a8ab2e137830cac",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Investigating background process issues**\n\nI need to respond to the background process notification since the user has brought up something important. It looks like port 5173 might be occupied, causing Vite to move to port 5174. I should verify the current processes and logs to see what's going on. If there's no skill, maybe I can look into the finance system, which is already loaded. Using tools is essential to check the system state."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich prüfe das sofort: Vite ist offenbar auf `5174` ausgewichen, was bedeutet, dass `5173` weiterhin belegt war oder der Start doppelt lief. Ich verifiziere Ports, PIDs und korrigiere auf den erwarteten Port."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09d01882cc819188d0a00b8013bcba",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_XdYR5J2FcrrRntGACF8aHibP",
          "call_id": "call_XdYR5J2FcrrRntGACF8aHibP",
          "response_item_id": "fc_064af6ee3d6528eb016a09d01a8aa08191b6c400b45e7c65d2",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\npython - <<'PY'\\nimport socket, subprocess\\nfor port in [5173,5174,8000]:\\n    s=socket.socket(); rc=s.connect_ex(('127.0.0.1', port)); s.close()\\n    print(f'port {port}:', 'open' if rc==0 else 'closed')\\nprint('\\\\nprocesses:')\\nprint(subprocess.run(['bash','-lc','ps -eo pid,ppid,cmd | grep -E \\\"uvicorn|vite|npm run dev\\\" | grep -v grep || true'],capture_output=True,text=True).stdout)\\nprint('\\\\nss:')\\nprint(subprocess.run(['bash','-lc','ss -ltnp | grep -E \\\":(5173|5174|8000)\\\" || true'],capture_output=True,text=True).stdout)\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"port 5173: open\\nport 5174: closed\\nport 8000: open\\n\\nprocesses:\\n 494133     911 /home/agent/jarvis_runtime/finance-system/venv/bin/python /home/agent/jarvis_runtime/finance-system/venv/bin/uvicorn jarvis_finance.api.main:app --host 127.0.0.1 --port 8000\\n 494142     911 npm run dev --host 0.0.0.0 --port 5173\\n 494154  494142 sh -c vite --host 0.0.0.0 --port 5173\\n 494155  494154 node /home/agent/.hermes/repos/FinanceManager/frontend/node_modules/.bin/vite --host 0.0.0.0 --port 5173\\n\\n\\nss:\\nLISTEN 0      2048                    127.0.0.1:8000       0.0.0.0:*    users:((\\\"uvicorn\\\",pid=494133,fd=6))\\nLISTEN 0      511                       0.0.0.0:5173       0.0.0.0:*    users:((\\\"node\\\",pid=494155,fd=23))\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_XdYR5J2FcrrRntGACF8aHibP"
    },
    {
      "role": "assistant",
      "content": "Die Meldung war offenbar von einem **alten/background Vite-Prozess** oder einem transienten Startversuch. Der aktuelle Dashboard-Stand ist sauber auf den erwarteten Ports.",
      "reasoning": "**Finalizing system check**\n\nI need to get my final concise update. It looks like the notification might be stale from a background process, but current status is 5173, which seems okay. I could consider checking the logs for more details. It might also be helpful if the frontend log indicates \"Local 5173\" for clarity. I'll make sure to keep everything summarized and organized for quick reference.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Finalizing system check**\n\nI need to get my final concise update. It looks like the notification might be stale from a background process, but current status is 5173, which seems okay. I could consider checking the logs for more details. It might also be helpful if the frontend log indicates \"Local 5173\" for clarity. I'll make sure to keep everything summarized and organized for quick reference.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCdA0mG3g9m7Ael_wY0irmB3j2TPQc_1yvci3-G2vgPiKQH_ioc-tCE7rF2OvGBfucxON4tAgTtyEQqH6ROG-QQ2AN8uxuiV1eNW5p5Py24JeqgFBs4TNBO7lv2KFe6a8ihUKSWP7q3pFFMTYWU4aMV8Z3JpQr0mRj2tWffhhxH3-FodRm8vr4kQJOP3xbUiNX0AAmkorV5a1W8x5uxrqewhL5n-N_dsVn1ODCeLXqtR5Ra60iCevczPdmF8K2jiTUeHx9zTLk1nTnhM_1A27Zf_rQ0epkEGpF2NJu2ZDFT9unRnmosJ-WKtOSQslgy0FMBNsJWMzkI6a_njsEKpGRgMMHQY10P3iy551hViO2sKbhOTxxTwb_huLptOTS18Utds4fgbKW-uCWuKUn0XkSCdDJOUrH20IqBs1EKDK4v2U8OQElzAZ0EKS2nLve3wrHVwSWblK_4Po6PQm6qxed9XNyU_GwijJM0xTqvtBi6XPWZFWPswg3cB2gIlbuS7EY6yr538u9mQsbQFhhPcNsY_lbR-7UB0ETvBL9Tk_8L5Nf51BzVoblkoTGH_7oidAdco_H23YW2eg6RATWoqwXCRxlOYS6Fg-T1b2DHr81h3G_eKjImMuxk1Dqrj1B_VHDvhZGjuTFRvmpWw7auRjR1CjuGHq364fb0oenx1Uf-W8JPjH90rVNO45wVahZT3wZGxbSOzO7YIvmh_R5THp2uukO79hhCjUB6LunDCss6otdtO8vpWCPpbK8qqHu8-PlrLNoC2Qjv5wt_tOvi0tydcJ-YA-7BYwVoJseZwZ6UlhEkIxdmmKItEjYqb9l-LABoeQlhwCv8LKYcH9SxCOWb6lHITDjwTW0hk6nL9DHxaH9maeiZ2CIL3I-yKUK4YECIP4ht_Dbu_YpIBEGbuZEsS-n_I42MtDHr8SohX0y9nbhRHZg0VTQQW2B1paAlikRjkFENJqbWhtgO3ijKRI5l_YYwozYkT7ETu_n8EPRRt7Kw257oRXOL-TDaMDfl2RGd-vdb9jBxdMBUezPC9z3igzHq_MFu8K72x6vKYW98lXKwnGlKzPBptclYI3UrxooqVpMgEAniSjc2NZjbuVwn17sftVMBHPWuZw2ICOkElQREY=",
          "id": "rs_064af6ee3d6528eb016a09d02e85948191ae4824c4da4907e8",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Finalizing system check**\n\nI need to get my final concise update. It looks like the notification might be stale from a background process, but current status is 5173, which seems okay. I could consider checking the logs for more details. It might also be helpful if the frontend log indicates \"Local 5173\" for clarity. I'll make sure to keep everything summarized and organized for quick reference."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Die Meldung war offenbar von einem **alten/background Vite-Prozess** oder einem transienten Startversuch. Der aktuelle Dashboard-Stand ist sauber auf den erwarteten Ports."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09d033f9ec81919a4924e5f737a920",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_vven2R048kYku946VMTAcLwu",
          "call_id": "call_vven2R048kYku946VMTAcLwu",
          "response_item_id": "fc_064af6ee3d6528eb016a09d034af7c81919cb9f00475cb322e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"tail -n 30 /home/agent/jarvis_runtime/finance-system/logs/finance_frontend.log && printf '\\\\n--- backend health ---\\\\n' && python - <<'PY'\\nimport urllib.request\\nfor url in ['http://127.0.0.1:8000/api/health','http://127.0.0.1:5173']:\\n    with urllib.request.urlopen(url, timeout=5) as r:\\n        print(url, r.status)\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 dev\\n> vite --host 0.0.0.0 --port 5173\\n\\n\\n  VITE v8.0.13  ready in 294 ms\\n\\n  ➜  Local:   http://localhost:5173/\\n  ➜  Network: http://192.168.122.42:5173/\\n  ➜  Network: http://100.85.29.67:5173/\\n\\n--- backend health ---\\nhttp://127.0.0.1:8000/api/health 200\\nhttp://127.0.0.1:5173 200\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_vven2R048kYku946VMTAcLwu"
    },
    {
      "role": "assistant",
      "content": "Bestätigt, Sir: **aktueller Dashboard-Stand ist korrekt auf Port `5173`**, nicht `5174`.\n\n- Frontend läuft: `http://127.0.0.1:5173`\n- Backend läuft: `http://127.0.0.1:8000`\n- Healthchecks: beide `200`\n- Aktueller Vite-Log zeigt:\n  - `Local: http://localhost:5173/`\n  - `Network: http://100.85.29.67:5173/`\n\nDie `5174`-Meldung war sehr wahrscheinlich von einem alten/background Startversuch. Der aktive Prozess ist sauber auf `5173`.",
      "reasoning": null,
      "finish_reason": "stop",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Bestätigt, Sir: **aktueller Dashboard-Stand ist korrekt auf Port `5173`**, nicht `5174`.\n\n- Frontend läuft: `http://127.0.0.1:5173`\n- Backend läuft: `http://127.0.0.1:8000`\n- Healthchecks: beide `200`\n- Aktueller Vite-Log zeigt:\n  - `Local: http://localhost:5173/`\n  - `Network: http://100.85.29.67:5173/`\n\nDie `5174`-Meldung war sehr wahrscheinlich von einem alten/background Startversuch. Der aktive Prozess ist sauber auf `5173`."
            }
          ],
          "id": "msg_064af6ee3d6528eb016a09d038d25c8191b5be2c7ed5852541",
          "phase": "final_answer"
        }
      ]
    },
    {
      "role": "user",
      "content": "Review the conversation above and consider saving to memory if appropriate.\n\nFocus on:\n1. Has the user revealed things about themselves — their persona, desires, preferences, or personal details worth remembering?\n2. Has the user expressed expectations about how you should behave, their work style, or ways they want you to operate?\n\nIf something stands out, save it using the memory tool. If nothing is worth saving, just say 'Nothing to save.' and stop.\n\nYou can only call memory and skill management tools. Other tools will be denied at runtime — do not attempt them."
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqCdBAq_F_tl2R6lKPPtDy_oGWsDpfq7udcpA7Yb5fpj6RVZB2DbDmaHeYOqjL13G6O5OZXKst4I0aHaZ6e2BgkbxRgRQS1Ij-K8cwRcG1KHcFxACo9JrGZyYt3UdFzqcTJkBTguGYx5N6Re7vMf1mQU6sMgHG-Ek3xMo6yY_QQy_8_iyg-Yreizsmz9QpkjKfD6JtjkHTMG2PeQLlB6zeUjgMhqwLSh693dpJ2rom7OJN5_wSC_dxMXfhicPcYpZBEXtQzI7DNXopE5kFN0sNPn07O8-86e9yiBsgCZUNPWm9WLCZC9amWawNYAFD2c8v87ELyNQUxFmplSVaoV7ihnhqOxOYj-iofgQ_ZODC7ZhAhO9SRkCHeG4KkvSUQhMpEWClmEtno9xpEOyEd2KIsLYfJZm9wGC4_wh-Z6iI-dCeSKKaOiffY8eCgq44YrLQVDF-BP0ckwKbkMQ4V3rk6cDhrhYSMFYpxAnOkYm_xD5zmrKCZU1moE6et6sXMM3KNKFSJOi5o3xbJqjk0lGZx55175AYRTE0NGOYMeBRsIGX8bT7Uo9t7Ugbg28JCdrQjJ07b_6WM57BBocwrXnxWMEj5AWM-Jq0xtCt-c3wCcpXiisfEfRDv3cGLL5KpKwdwB91rCcmRFv7siPads4AH2WA_qrzXMekrk9oAGVnkX7uDDSc-Q1iUgPbrM3cAXQCSfITwRFcdqxxNpq0stoVxaqweMJ-3VPnWGuVXWrfkIsiLTy-eJEWEet5LyG5z4k1vYJVXGVArXmFptEo-4ObFIs4TMICjwn2_szcwSyWBF6rv6g3aKlgS1-3zX58H6v2Y57180X2W-III9DRkIghP7g0uE5pL9s6FeBX6q8pvOE_5lGPPrfpanthZxbijqS0xtBosrTr-ZoqzwGTIleFfaSNldXXZvGVOLJ81BMLKIcpEKkiqtrCEox03donuxh3vRaxL3x7k7up8KMwpZVX0H5l6uWpT8a2sBN0hQXrbt5IfNNGyRqqjFwisnTGYwMgQj1gCsyk8Egg14r6mIRgHIk-42P_LQm9F5j3ebIrIiryErqIiBu7ygS6MnBD1tDr-AfJ3KDBconyNVgppnkkzJDP88MWXa_10m7yuFu0fMOSr01ZOVf869ZFcbOyFlkdkpPfHysIMrmge2k4jhzmeRXeZd4V7TQRtR8Ywwap_8BCk3Wh8wjFHB3yEQLGkEHjMcivN1OkedMaEX-7GzUr0SRgxhzoGrkB_fQzGtqwQqPSSdMxyX4fHRFWcAUiV_pBuDA4JyqhoPFQZMK1wBoDbTp9I8mMpztF0juZfDMRjWaNu1-p_y1D_hqXWNyx69MOMRMe8ZH8o6eslntOmlOI76IONeL0kW2zTgUEKGXndGna-jvCPlB98mimyWUEc-wCeA2rOqeVI3xKoNMH8W5jtObLIHgVP5Th8oSyqndy0XwiSF2rgfKxz_1r2PlzXUbDAboIUYAqw9VOgEgwSwkYFDyzyBtHAwdw9hVUXJVR75utwL1He8k5Av5jQ1QPS0dRzqP8WJmVn6U2VByzxKKThnZT0uip8e5MUUgRfJWjXmJKsADdQ3iGz9DLhMwgeo9kNQ-uS8JV9zIvhp_vl5dgT0SmioOiqfoS0-uKsgvaGtwqRguLeFP_tlaTesqs8GW_QRN2UMGSi-PWjF_ERWu5gGdvdD9A-flrAoqu4dsFVIKz0PY=",
          "id": "rs_064af6ee3d6528eb016a09d03e890c8191b232024ccea1986f",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_9yn7WIPdOgWuYUqY57Tow4n5",
          "call_id": "call_9yn7WIPdOgWuYUqY57Tow4n5",
          "response_item_id": "fc_064af6ee3d6528eb016a09d040b45c81918e6e45fd2d9502c7",
          "type": "function",
          "function": {
            "name": "memory",
            "arguments": "{\"action\":\"add\",\"target\":\"memory\",\"content\":\"FinanceManager budget workflow preference: no productive bulk confirmation of real candidates without explicit user approval; no real amounts in chat; no real files or runtime DB in Git; create runtime backup before runtime changes; all budget review/category/split/rule changes should be audit-traceable.\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "memory",
      "content": "{\"success\": false, \"error\": \"Memory at 2,191/2,200 chars. Adding this entry (305 chars) would exceed the limit. Replace or remove existing entries first.\", \"current_entries\": [\"*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\", \"---\", \"Über mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\", \"Über mich: **Sprache:** Deutsch mit englischen Fachbegriffen\", \"TTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\", \"Modelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\", \"Modellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\", \"OpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\", \"Health backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\", \"API-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\", \"Google Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\", \"Google Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\", \"Google Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\", \"Google Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\", \"Google Workspace (gog): **Client:** default\", \"Google Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\", \"Kalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\", \"Kalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\", \"Kalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\", \"JARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\", \"Telegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\", \"FinanceManager GitHub token CSV: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv`; use `github_pat_`/`ghp_` cell; never quote token.\"], \"usage\": \"2,191/2,200\"}",
      "tool_call_id": "call_9yn7WIPdOgWuYUqY57Tow4n5"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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