{
  "session_id": "20260519_142446_f8886b",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-19T09:41:43.509662",
  "last_updated": "2026-05-19T15:15:45.528942",
  "system_prompt": "# Hermes Agent Persona\n\n<!--\nThis file defines the agent's personality and tone.\nThe agent will embody whatever you write here.\nEdit this to customize how Hermes communicates with you.\n\nExamples:\n  - \"You are a warm, playful assistant who uses kaomoji occasionally.\"\n  - \"You are a concise technical expert. No fluff, just facts.\"\n  - \"You speak like a friendly coworker who happens to know everything.\"\n\nThis file is loaded fresh each message -- no restart needed.\nDelete the contents (or this file) to use the default personality.\n-->\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. Specifically: do not record PR numbers, issue numbers, commit SHAs, 'fixed bug X', 'submitted PR Y', 'Phase N done', file counts, or any artifact that will be stale in 7 days. If a fact will be stale in a week, it does not belong in memory. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. When the user references something from a past conversation or you suspect relevant cross-session context exists, use session_search to recall it before asking them to repeat themselves. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n<tool_persistence>\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n</tool_persistence>\n\n<mandatory_tool_use>\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n</mandatory_tool_use>\n\n<act_dont_ask>\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n</act_dont_ask>\n\n<prerequisite_checks>\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n</prerequisite_checks>\n\n<verification>\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n</verification>\n\n<missing_context>\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n</missing_context>\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  cronjob:\n    - cronjob: Scheduling and managing recurring tasks via Hermes cron. ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + anti-temptation rules for an orc...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - mcp-delegation: Delegating tasks to OpenClaw/FRIDAY via MCP (Model Contex...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  edge-tts:\n    - edge-tts: Text-to-speech using Microsoft Edge TTS. Supports multipl...\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  finance:\n    - finance-system-architecture: Design/implement the user's JARVIS Finance System: CHF le...\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  health:\n    - health-data-management: Gesundheitsdaten-Verwaltungssystem — JARVIS verwaltet all...\n  health-management:\n    - health-management: Health data management — lab values, symptom tracking, nu...\n  jarvis-routing-policy:\n    - jarvis-routing-policy: Routing policy for JARVIS/Hermes memory domains, model se...\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, create, and edit notes in the Obsidian vault.\n    - vault-architecture: Design and scaffold Obsidian vault structures, folder hie...\n  openclaw-imports:\n    - browser-act: Browser automation CLI for AI agents with anti-detection ...\n    - gog: Google Workspace CLI for Gmail, Calendar, Drive, Contacts...\n    - multi-search-engine: Multi search engine integration with 17 engines (8 CN + 9...\n    - openai-whisper: Local speech-to-text with the Whisper CLI (no API key).\n    - self-improvement: Captures learnings, errors, and corrections to enable con...\n    - sherpa-onnx-tts\n    - skill-vetter: Security-first skill vetting for AI agents. Use before in...\n    - summarize: Summarize URLs or files with the summarize CLI (web, PDFs...\n    - tavily: Tavily web search, content extraction, and research tools.\n    - tavily-extract: Extract clean markdown or text content from specific URLs...\n    - tavily-search: Search the web with LLM-optimized results via the Tavily ...\n    - todoist: Manage tasks and projects in Todoist via REST API v1. Use...\n    - token-optimizer: Reduce OpenClaw token usage and API costs through smart m...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - maps: Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API + ntn CLI: pages, databases, markdown, Workers.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - teams-meeting-pipeline: Operate the Teams meeting summary pipeline via Hermes CLI...\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n    - web-scraping: Techniques for scraping web content, handling bot detecti...\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - vue-primevue-dashboard-migration: Incrementally migrate Vue/Vite dashboards to PrimeVue/Aur...\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yazio-integration:\n    - yazio-integration: Access YAZIO API to retrieve logged meals and nutrition d...\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nHost: Linux (6.17.0-23-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) [99% — 1,364/1,375 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: no real amounts/IDs in chat; no runtime DB/CSV/API keys in Git/frontend; backups+audit; Preview→Confirm→Audit for imports/recurring; no fake buttons; OpenFIGI key never show/store; fixed-costs/subscriptions planning/forecast only, never auto-book.\n\nConversation started: Tuesday, May 19, 2026 02:24 PM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "browser_back",
        "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_click",
        "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e5', '@e12')"
            }
          },
          "required": [
            "ref"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_console",
        "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.",
        "parameters": {
          "type": "object",
          "properties": {
            "clear": {
              "type": "boolean",
              "default": false,
              "description": "If true, clear the message buffers after reading"
            },
            "expression": {
              "type": "string",
              "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_get_images",
        "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_navigate",
        "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.",
        "parameters": {
          "type": "object",
          "properties": {
            "url": {
              "type": "string",
              "description": "The URL to navigate to (e.g., 'https://example.com')"
            }
          },
          "required": [
            "url"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_press",
        "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "key": {
              "type": "string",
              "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')"
            }
          },
          "required": [
            "key"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_scroll",
        "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "direction": {
              "type": "string",
              "enum": [
                "up",
                "down"
              ],
              "description": "Direction to scroll"
            }
          },
          "required": [
            "direction"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_snapshot",
        "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.",
        "parameters": {
          "type": "object",
          "properties": {
            "full": {
              "type": "boolean",
              "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_type",
        "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e3')"
            },
            "text": {
              "type": "string",
              "description": "The text to type into the field"
            }
          },
          "required": [
            "ref",
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_vision",
        "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA:<screenshot_path> in your response. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "What you want to know about the page visually. Be specific about what you're looking for."
            },
            "annotate": {
              "type": "boolean",
              "default": false,
              "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "clarify",
        "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "The question to present to the user."
            },
            "choices": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 4,
              "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "cronjob",
        "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nTo stop a job the user no longer wants: first action='list' to find the job_id, then action='remove' with that job_id. Never guess job IDs — always list first.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "description": "One of: create, list, update, pause, resume, remove, run"
            },
            "job_id": {
              "type": "string",
              "description": "Required for update/pause/resume/remove/run"
            },
            "prompt": {
              "type": "string",
              "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills."
            },
            "schedule": {
              "type": "string",
              "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp"
            },
            "name": {
              "type": "string",
              "description": "Optional human-friendly name"
            },
            "repeat": {
              "type": "integer",
              "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)."
            },
            "deliver": {
              "type": "string",
              "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), 'all' (fan out to every connected home channel), or platform:chat_id:thread_id for a specific destination. Combine with comma: 'origin,all' delivers to the origin plus every other connected channel. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567', 'all'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting. 'all' resolves at fire time, so a job created before a channel was wired up will pick it up automatically once connected."
            },
            "skills": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills."
            },
            "model": {
              "type": "object",
              "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.",
              "properties": {
                "provider": {
                  "type": "string",
                  "description": "Provider name (e.g. 'openrouter', 'anthropic', or 'custom:<name>' for a provider defined in custom_providers config — always include the ':<name>' suffix, never pass the bare 'custom'). Omit to use and pin the current provider."
                },
                "model": {
                  "type": "string",
                  "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')"
                }
              },
              "required": [
                "model"
              ]
            },
            "script": {
              "type": "string",
              "description": "Optional path to a script that runs each tick. In the default mode its stdout is injected into the agent's prompt as context (data-collection / change-detection pattern). With no_agent=True, the script IS the job and its stdout is delivered verbatim (classic watchdog pattern). Relative paths resolve under ~/.hermes/scripts/. ``.sh``/``.bash`` extensions run via bash, everything else via Python. On update, pass empty string to clear."
            },
            "no_agent": {
              "type": "boolean",
              "default": false,
              "description": "Default: False (LLM-driven job — the agent runs the prompt each tick). Set True to skip the LLM entirely: the scheduler just runs ``script`` on schedule and delivers its stdout verbatim. No tokens, no agent loop, no model override honoured. \n\nREQUIREMENTS when True: ``script`` MUST be set (``prompt`` and ``skills`` are ignored). \n\nDELIVERY SEMANTICS when True: (a) non-empty stdout is sent verbatim as the message; (b) EMPTY stdout means SILENT — nothing is sent to the user and they won't see anything happened, so design your script to stay quiet when there's nothing to report (the watchdog pattern); (c) non-zero exit / timeout sends an error alert so a broken watchdog can't fail silently. \n\nWHEN TO USE True: recurring script-only pings where the script itself produces the exact message text (memory/disk/GPU watchdogs, threshold alerts, heartbeats, CI notifications, API pollers with a fixed output shape). WHEN TO USE False (default): anything that needs reasoning — summarize a feed, draft a daily briefing, pick interesting items, rephrase data for a human, follow conditional logic based on content."
            },
            "context_from": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional job ID or list of job IDs whose most recent completed output is injected into the prompt as context before each run. Use this to chain cron jobs: job A collects data, job B processes it. Each entry must be a valid job ID (from cronjob action='list'). Note: injects the most recent completed output — does not wait for upstream jobs running in the same tick. On update, pass an empty array to clear."
            },
            "enabled_toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional list of toolset names to restrict the job's agent to (e.g. [\"web\", \"terminal\", \"file\", \"delegation\"]). When set, only tools from these toolsets are loaded, significantly reducing input token overhead. When omitted, all default tools are loaded. Infer from the job's prompt — e.g. use \"web\" if it calls web_search, \"terminal\" if it runs scripts, \"file\" if it reads files, \"delegation\" if it calls delegate_task. On update, pass an empty array to clear."
            },
            "workdir": {
              "type": "string",
              "description": "Optional absolute path to run the job from. When set, AGENTS.md / CLAUDE.md / .cursorrules from that directory are injected into the system prompt, and the terminal/file/code_exec tools use it as their working directory — useful for running a job inside a specific project repo. Must be an absolute path that exists. When unset (default), preserves the original behaviour: no project context files, tools use the scheduler's cwd. On update, pass an empty string to clear. Jobs with workdir run sequentially (not parallel) to keep per-job directories isolated."
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "delegate_task",
        "description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to 3 items concurrently for this user (configured via delegation.max_concurrent_children in config.yaml). All run in parallel and results are returned together. Nested delegation is OFF for this user (max_spawn_depth=1): every child is a leaf and cannot delegate further. Raise delegation.max_spawn_depth in config.yaml to enable nesting.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n- Durable long-running work that must outlive the current turn -> use cronjob (action='create') or terminal(background=True, notify_on_complete=True) instead. delegate_task runs SYNCHRONOUSLY inside the parent turn: if the parent is interrupted (user sends a new message, /stop, /new) the child is cancelled with status='interrupted' and its work is discarded. Children cannot continue in the background.\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- If the user is writing in a non-English language, or asked for output in a specific language / tone / style, say so in 'context' (e.g. \"respond in Chinese\", \"return output in Japanese\"). Otherwise subagents default to English and their summaries will contaminate your final reply with the wrong language.\n- Subagent summaries are SELF-REPORTS, not verified facts. A subagent that claims \"uploaded successfully\" or \"file written\" may be wrong. For operations with external side-effects (HTTP POST/PUT, remote writes, file creation at shared paths, publishing), require the subagent to return a verifiable handle (URL, ID, absolute path, HTTP status) and verify it yourself — fetch the URL, stat the file, read back the content — before telling the user the operation succeeded.\n- Leaf subagents (role='leaf', the default) CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Orchestrator subagents (role='orchestrator') retain delegate_task so they can spawn their own workers, but still cannot use clarify, memory, send_message, or execute_code. Orchestrators are bounded by max_spawn_depth=1 for this user and can be disabled globally via delegation.orchestrator_enabled=false.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.",
        "parameters": {
          "type": "object",
          "properties": {
            "goal": {
              "type": "string",
              "description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."
            },
            "context": {
              "type": "string",
              "description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."
            },
            "toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."
            },
            "tasks": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "goal": {
                    "type": "string",
                    "description": "Task goal"
                  },
                  "context": {
                    "type": "string",
                    "description": "Task-specific context"
                  },
                  "toolsets": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Toolsets for this specific task. Available: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."
                  },
                  "acp_command": {
                    "type": "string",
                    "description": "Per-task ACP command override (e.g. 'copilot'). Overrides the top-level acp_command for this task only. Do NOT set unless the user explicitly told you an ACP CLI is installed."
                  },
                  "acp_args": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Per-task ACP args override. Leave empty unless acp_command is set."
                  },
                  "role": {
                    "type": "string",
                    "enum": [
                      "leaf",
                      "orchestrator"
                    ],
                    "description": "Per-task role override. See top-level 'role' for semantics."
                  }
                },
                "required": [
                  "goal"
                ]
              },
              "description": "Batch mode: tasks to run in parallel (up to 3 for this user, set via delegation.max_concurrent_children). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."
            },
            "role": {
              "type": "string",
              "enum": [
                "leaf",
                "orchestrator"
              ],
              "description": "Role of the child agent. 'leaf' (default) = focused worker, cannot delegate further. 'orchestrator' = can use delegate_task to spawn its own workers. Nesting is OFF for this user (max_spawn_depth=1); 'orchestrator' is silently forced to 'leaf'. Raise delegation.max_spawn_depth in config.yaml to enable."
            },
            "acp_command": {
              "type": "string",
              "description": "Override ACP command for child agents (e.g. 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Requires an ACP-compatible CLI (currently GitHub Copilot CLI via 'copilot --acp --stdio'). See agent/copilot_acp_client.py for the implementation. IMPORTANT: Do NOT set this unless the user has explicitly told you a specific ACP-compatible CLI is installed and configured. Leave empty to use the parent's default transport (Hermes subagents)."
            },
            "acp_args": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Leave empty unless acp_command is explicitly provided."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "execute_code",
        "description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n  read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n    Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n  write_file(path: str, content: str) -> dict\n    Always overwrites the entire file.\n  search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n    target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n  patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n    Replaces old_string with new_string in the file.\n  terminal(command: str, timeout=None, workdir=None) -> dict\n    Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nScripts run in the session's working directory with the active venv's python, so project deps (pandas, etc.) and relative paths work like in terminal().\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n  json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n  shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n  retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures",
        "parameters": {
          "type": "object",
          "properties": {
            "code": {
              "type": "string",
              "description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."
            }
          },
          "required": [
            "code"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "image_generate",
        "description": "Generate high-quality images from text prompts. The underlying backend (FAL, OpenAI, etc.) and model are user-configured and not selectable by the agent. Returns either a URL or an absolute file path in the `image` field; display it with markdown ![description](url-or-path) and the gateway will deliver it.",
        "parameters": {
          "type": "object",
          "properties": {
            "prompt": {
              "type": "string",
              "description": "The text prompt describing the desired image. Be detailed and descriptive."
            },
            "aspect_ratio": {
              "type": "string",
              "enum": [
                "landscape",
                "square",
                "portrait"
              ],
              "description": "The aspect ratio of the generated image. 'landscape' is 16:9 wide, 'portrait' is 16:9 tall, 'square' is 1:1.",
              "default": "landscape"
            }
          },
          "required": [
            "prompt"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "patch",
        "description": "Targeted find-and-replace edits in files. Use this instead of sed/awk in terminal. Uses fuzzy matching (9 strategies) so minor whitespace/indentation differences won't break it. Returns a unified diff. Auto-runs syntax checks after editing.\n\nREPLACE MODE (mode='replace', default): find a unique string and replace it. REQUIRED PARAMETERS: mode, path, old_string, new_string.\nPATCH MODE (mode='patch'): apply V4A multi-file patches for bulk changes. REQUIRED PARAMETERS: mode, patch.",
        "parameters": {
          "type": "object",
          "properties": {
            "mode": {
              "type": "string",
              "enum": [
                "replace",
                "patch"
              ],
              "description": "Edit mode. 'replace' (default): requires path + old_string + new_string. 'patch': requires patch content only.",
              "default": "replace"
            },
            "path": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. File path to edit."
            },
            "old_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Exact text to find and replace. Must be unique in the file unless replace_all=true. Include surrounding context lines to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Replacement text. Pass empty string '' to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "Replace all occurrences instead of requiring a unique match (default: false)",
              "default": false
            },
            "patch": {
              "type": "string",
              "description": "REQUIRED when mode='patch'. V4A format patch content. Format:\n*** Begin Patch\n*** Update File: path/to/file\n@@ context hint @@\n context line\n-removed line\n+added line\n*** End Patch"
            }
          },
          "required": [
            "mode"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "process",
        "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "list",
                "poll",
                "log",
                "wait",
                "kill",
                "write",
                "submit",
                "close"
              ],
              "description": "Action to perform on background processes"
            },
            "session_id": {
              "type": "string",
              "description": "Process session ID (from terminal background output). Required for all actions except 'list'."
            },
            "data": {
              "type": "string",
              "description": "Text to send to process stdin (for 'write' and 'submit' actions)"
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.",
              "minimum": 1
            },
            "offset": {
              "type": "integer",
              "description": "Line offset for 'log' action (default: last 200 lines)"
            },
            "limit": {
              "type": "integer",
              "description": "Max lines to return for 'log' action",
              "minimum": 1
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "read_file",
        "description": "Read a text file with line numbers and pagination. Use this instead of cat/head/tail in terminal. Output format: 'LINE_NUM|CONTENT'. Suggests similar filenames if not found. Use offset and limit for large files. Reads exceeding ~100K characters are rejected; use offset and limit to read specific sections of large files. NOTE: Cannot read images or binary files — use vision_analyze for images.",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to read (absolute, relative, or ~/path)"
            },
            "offset": {
              "type": "integer",
              "description": "Line number to start reading from (1-indexed, default: 1)",
              "default": 1,
              "minimum": 1
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of lines to read (default: 500, max: 2000)",
              "default": 500,
              "maximum": 2000
            }
          },
          "required": [
            "path"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "search_files",
        "description": "Search file contents or find files by name. Use this instead of grep/rg/find/ls in terminal. Ripgrep-backed, faster than shell equivalents.\n\nContent search (target='content'): Regex search inside files. Output modes: full matches with line numbers, file paths only, or match counts.\n\nFile search (target='files'): Find files by glob pattern (e.g., '*.py', '*config*'). Also use this instead of ls — results sorted by modification time.",
        "parameters": {
          "type": "object",
          "properties": {
            "pattern": {
              "type": "string",
              "description": "Regex pattern for content search, or glob pattern (e.g., '*.py') for file search"
            },
            "target": {
              "type": "string",
              "enum": [
                "content",
                "files"
              ],
              "description": "'content' searches inside file contents, 'files' searches for files by name",
              "default": "content"
            },
            "path": {
              "type": "string",
              "description": "Directory or file to search in (default: current working directory)",
              "default": "."
            },
            "file_glob": {
              "type": "string",
              "description": "Filter files by pattern in grep mode (e.g., '*.py' to only search Python files)"
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of results to return (default: 50)",
              "default": 50
            },
            "offset": {
              "type": "integer",
              "description": "Skip first N results for pagination (default: 0)",
              "default": 0
            },
            "output_mode": {
              "type": "string",
              "enum": [
                "content",
                "files_only",
                "count"
              ],
              "description": "Output format for grep mode: 'content' shows matching lines with line numbers, 'files_only' lists file paths, 'count' shows match counts per file",
              "default": "content"
            },
            "context": {
              "type": "integer",
              "description": "Number of context lines before and after each match (grep mode only)",
              "default": 0
            }
          },
          "required": [
            "pattern"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "send_message",
        "description": "Send a message to a connected messaging platform, or list available targets.\n\nIMPORTANT: When the user asks to send to a specific channel or person (not just a bare platform name), call send_message(action='list') FIRST to see available targets, then send to the correct one.\nIf the user just says a platform name like 'send to telegram', send directly to the home channel without listing first.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "send",
                "list"
              ],
              "description": "Action to perform. 'send' (default) sends a message. 'list' returns all available channels/contacts across connected platforms."
            },
            "target": {
              "type": "string",
              "description": "Delivery target. Format: 'platform' (uses home channel), 'platform:#channel-name', 'platform:chat_id', or 'platform:chat_id:thread_id' for Telegram topics and Discord threads. Examples: 'telegram', 'telegram:-1001234567890:17585', 'discord:999888777:555444333', 'discord:#bot-home', 'slack:#engineering', 'signal:+155****4567', 'matrix:!roomid:server.org', 'matrix:@user:server.org', 'yuanbao:direct:<account_id>' (DM), 'yuanbao:group:<group_code>' (group chat)"
            },
            "message": {
              "type": "string",
              "description": "The message text to send. To send an image or file, include MEDIA:<local_path> (e.g. 'MEDIA:/tmp/hermes/cache/img_xxx.jpg') in the message — the platform will deliver it as a native media attachment."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "session_search",
        "description": "Search your long-term memory of past conversations, or browse recent sessions. This is your recall -- every past session is searchable, and this tool summarizes what happened.\n\nTWO MODES:\n1. Recent sessions (no query): Call with no arguments to see what was worked on recently. Returns titles, previews, and timestamps. Zero LLM cost, instant. Start here when the user asks what were we working on or what did we do recently.\n2. Keyword search (with query): Search for specific topics across all past sessions. Returns LLM-generated summaries of matching sessions.\n\nUSE THIS PROACTIVELY when:\n- The user says 'we did this before', 'remember when', 'last time', 'as I mentioned'\n- The user asks about a topic you worked on before but don't have in current context\n- The user references a project, person, or concept that seems familiar but isn't in memory\n- You want to check if you've solved a similar problem before\n- The user asks 'what did we do about X?' or 'how did we fix Y?'\n\nDon't hesitate to search when it is actually cross-session -- it's fast and cheap. Better to search and confirm than to guess or ask the user to repeat themselves.\n\nSearch syntax: keywords joined with OR for broad recall (elevenlabs OR baseten OR funding), phrases for exact match (\"docker networking\"), boolean (python NOT java), prefix (deploy*). IMPORTANT: Use OR between keywords for best results — FTS5 defaults to AND which misses sessions that only mention some terms. If a broad OR query returns nothing, try individual keyword searches in parallel. Returns summaries of the top matching sessions.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "Search query — keywords, phrases, or boolean expressions to find in past sessions. Omit this parameter entirely to browse recent sessions instead (returns titles, previews, timestamps with no LLM cost)."
            },
            "role_filter": {
              "type": "string",
              "description": "Optional: only search messages from specific roles (comma-separated). E.g. 'user,assistant' to skip tool outputs."
            },
            "limit": {
              "type": "integer",
              "description": "Max sessions to summarize (default: 3, max: 5).",
              "default": 3
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "terminal",
        "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n  (1) Long-lived processes that never exit (servers, watchers).\n  (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n",
        "parameters": {
          "type": "object",
          "properties": {
            "command": {
              "type": "string",
              "description": "The command to execute on the VM"
            },
            "background": {
              "type": "boolean",
              "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.",
              "default": false
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.",
              "minimum": 1
            },
            "workdir": {
              "type": "string",
              "description": "Working directory for this command (absolute path). Defaults to the session working directory."
            },
            "pty": {
              "type": "boolean",
              "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.",
              "default": false
            },
            "notify_on_complete": {
              "type": "boolean",
              "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.",
              "default": false
            },
            "watch_patterns": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both."
            }
          },
          "required": [
            "command"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "text_to_speech",
        "description": "Convert text to speech audio. Returns a MEDIA: path that the platform delivers as native audio. Compatible providers render as a voice bubble on Telegram; otherwise audio is sent as a regular attachment. In CLI mode, saves to ~/voice-memos/. Voice and provider are user-configured (built-in providers like edge/openai or custom command providers under tts.providers.<name>), not model-selected.",
        "parameters": {
          "type": "object",
          "properties": {
            "text": {
              "type": "string",
              "description": "The text to convert to speech. Provider-specific character caps apply and are enforced automatically (OpenAI 4096, xAI 15000, MiniMax 10000, ElevenLabs 5k-40k depending on model); over-long input is truncated."
            },
            "output_path": {
              "type": "string",
              "description": "Optional custom file path to save the audio. Defaults to ~/.hermes/audio_cache/<timestamp>.mp3"
            }
          },
          "required": [
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "todo",
        "description": "Manage your task list for the current session. Use for complex tasks with 3+ steps or when the user provides multiple tasks. Call with no parameters to read the current list.\n\nWriting:\n- Provide 'todos' array to create/update items\n- merge=false (default): replace the entire list with a fresh plan\n- merge=true: update existing items by id, add any new ones\n\nEach item: {id: string, content: string, status: pending|in_progress|completed|cancelled}\nList order is priority. Only ONE item in_progress at a time.\nMark items completed immediately when done. If something fails, cancel it and add a revised item.\n\nAlways returns the full current list.",
        "parameters": {
          "type": "object",
          "properties": {
            "todos": {
              "type": "array",
              "description": "Task items to write. Omit to read current list.",
              "items": {
                "type": "object",
                "properties": {
                  "id": {
                    "type": "string",
                    "description": "Unique item identifier"
                  },
                  "content": {
                    "type": "string",
                    "description": "Task description"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ],
                    "description": "Current status"
                  }
                },
                "required": [
                  "id",
                  "content",
                  "status"
                ]
              }
            },
            "merge": {
              "type": "boolean",
              "description": "true: update existing items by id, add new ones. false (default): replace the entire list.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "vision_analyze",
        "description": "Load an image into the conversation so you can see it. Accepts a URL, local file path, or data URL. When your active model has native vision, the image is attached to your context directly and you read the pixels yourself on the next turn — call this any time the user references an image (filepath in their message, URL in tool output, screenshot from the browser, etc.). For non-vision models, falls back to an auxiliary vision model that returns a text description.",
        "parameters": {
          "type": "object",
          "properties": {
            "image_url": {
              "type": "string",
              "description": "Image URL (http/https), local file path, or data: URL to load."
            },
            "question": {
              "type": "string",
              "description": "Your specific question or request about the image. Optional context the model uses on the next turn after seeing the image."
            }
          },
          "required": [
            "image_url",
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "write_file",
        "description": "Write content to a file, completely replacing existing content. Use this instead of echo/cat heredoc in terminal. Creates parent directories automatically. OVERWRITES the entire file — use 'patch' for targeted edits. Auto-runs syntax checks on .py/.json/.yaml/.toml and other linted languages; only NEW errors introduced by this write are surfaced (pre-existing errors are filtered out).",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to write (will be created if it doesn't exist, overwritten if it does)"
            },
            "content": {
              "type": "string",
              "description": "Complete content to write to the file"
            }
          },
          "required": [
            "path",
            "content"
          ]
        }
      }
    }
  ],
  "message_count": 403,
  "messages": [
    {
      "role": "user",
      "content": "[M G] ich habe den API key für Openfigi. wo soll ich dir diesen ablegen? gib mir die befehle fürs Terminal.\n\n[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 223 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---\n\n[Your active task list was preserved across context compression]\n- [>] p110-0. Arbeitsbasis prüfen; relevante Budget-Services/UI inventarisieren; Runtime nur read-only bis Backup (in_progress)\n- [ ] p110-1. RED-Tests für 2026-Filter, 2025-Archivierung/Confirm-Block, Bulk, Kategorien, effektive Ausgaben, Budgetstatus-Monatsmatrix/Charts schreiben (pending)\n- [ ] p110-2. Backend: aktives Jahr 2026 Defaults, 2025-reference/archival, Confirm-Guard, Transaktionsfilter, Budgetstatus-Monatsmatrix/Charts DTOs (pending)\n- [ ] p110-3. Backend: Kategorie-Cleanup-Services für kanonische Einnahmen/Ausgaben, Duplikat-/UAT-Archivierung mit Audit (pending)\n- [ ] p110-4. Frontend: Jahrfilter Default 2026, Review Bulk UX Fehlerdetails/Zähler, Kategorie-Dropdowns gruppiert/suchbar (pending)\n- [ ] p110-5. Frontend: Effektive Ausgaben 2026-only, Budgetstatus Monatsmatrix/Drawer/Charts, Income 2026-only (pending)\n- [ ] p110-6. Runtime: Backup erstellen, 2025/UAT/Testdaten sichtbarkeitsbereinigen mit Audit, keine echten Bulk-Confirms (pending)\n- [ ] p110-7. Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check (pending)\n- [ ] p110-8. Commit, Push, Remote-Hash, Abschlussbericht (pending)"
    },
    {
      "role": "assistant",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\n## Active Task\nNone.\n\n## Goal\nDas Finanz-/Budget-Dashboard soll über Tailscale auf iPhone/iPad gut nutzbar sein: schnelle mobile Quick-View für Command Center, Budgetstatus 2026, Einkünfte, effektive Ausgaben, Crypto, Aktien/ETF/Cash, Wallets und minimale Reports — ohne neue Fachfeatures, Provider, Import-Engines oder Schreibaktionen ohne Preview/Confirm/Audit.\n\n## Constraints & Preferences\n- Sprache/Kommunikation: Deutsch, direkte Abschlussberichte mit Ja/Nein-Status und Links.\n- Keine VISA-/Migros-/Rule-/OCR-/Import-Engine starten oder implementieren.\n- Keine neuen Provider, keine Provider-Abfragen beim normalen Rendern.\n- Keine echten Daten, API-Keys, Secrets, Credentials, Runtime-DBs oder Connection Strings ins Git/Frontend.\n- Schreibaktionen nur mit Preview/Confirm/Audit.\n- Fokus Mobile UX: responsive Layout, mobile Navigation, kompakte Views, Touch-Bedienbarkeit.\n- Desktop-Verhalten darf nicht kaputtgehen; Desktop-Sidebar bleibt.\n- Mobile User Mode soll keine Admin-/Debug-/technischen IDs zeigen.\n- Große Tabellen mobil entschärfen: Desktop Tabelle, Mobile Card List; horizontales Scrollen nur in Detailbereichen, wenn unvermeidbar.\n- Breakpoints: mobile `<640px`, tablet `640–1024px`, desktop `>1024px`.\n- Beträge immer mit 2 Dezimalstellen, keine langen Decimal-Werte.\n- Roadmap-Hinweise sind erlaubt, aber keine Fake-Buttons.\n- Vor Abschluss erwünscht: Python compile, pytest, npm test, npm run build, Secret Scans, Git-Safety, `git diff --check`, Commit, Push, Restart, lokale/Tailscale-Links melden.\n\n## Completed Actions\n1. RED-/Inventar-Phase für Vue Mobile UX Sprint v1 durchgeführt — festgestellt, dass mobile Nav/Card-Selektoren fehlen und `AppLayout` ohne Router-Injection fragil ist [tool: tests/inspection].\n2. Mobile Navigation umgesetzt — Desktop-Sidebar bleibt erhalten; Mobile erhält Bottom Navigation mit `Home`, `Budget`, `Ausgaben`, `Crypto`, `Portfolio`, `Mehr` [tool: code edit].\n3. Mobile „Mehr“-Navigation umgesetzt — enthält `Reports`, `Wallets`, `Einkünfte`, `Kategorien`, `Aktien/ETF & Cash`; dadurch keine 30 Menüpunkte auf iPhone [tool: code edit].\n4. Mobile Shell/Layout angepasst — Bottom-Nav-Space und mobiles Padding ergänzt; Desktop-Layout bleibt erhalten [tool: code edit].\n5. Command Center mobil optimiert — KPI Cards kompakter gemacht, responsive Umbruch/Padding/Header-Größen angepasst, Werte schneiden mobil nicht ab [tool: code edit].\n6. Budgetstatus Mobile Cards umgesetzt — Kategorie-Cards statt breiter Tabelle mit Kategorie, Budget Monat, Ist Monat, Prognose, Abweichung und Ampel/Status [tool: code edit].\n7. Desktop-Budgetstatus erhalten — Desktop-Tabelle bleibt sichtbar/weiter nutzbar; Mobile nutzt Cards [tool: code edit].\n8. Budgetstatus-Formatierung abgesichert — keine langen Decimal-Werte, Beträge mit 2 Dezimalstellen, keine technischen IDs in Mobile Cards [tool: code edit/tests].\n9. Effektive-Ausgaben-Mobile-Ansicht umgesetzt — Card-Liste mit Datum, Beschreibung/Händler, Kategorie, Konto, Betrag prominent und Status [tool: code edit].\n10. Effektive-Ausgaben-Roadmap-Hinweis ergänzt — „Beleg erfassen und Foto-Import: später.“ als Coming-soon-Hinweis, nicht als Fake-Button [tool: code edit].\n11. Einkünfte mobil nutzbar gemacht — Mobile Card-Ansicht für Einkünfte-Pläne mit Name, Quelle/Person, Art, Monatswert, Jahreswert, Status und Archivieren-Aktion wenn aktiv [tool: code edit].\n12. Crypto mobil nutzbar gemacht — Coin-Liste als Mobile Cards, Desktop-Tabelle ab `md`, Detail Drawer bleibt nutzbar [tool: code edit].\n13. Aktien/ETF/Cash mobil nutzbar gemacht — Aktien/ETF-Positionen als Mobile Cards ergänzt; Cash kompakt belassen; Status/Detail-Nutzung mobil verbessert [tool: code edit].\n14. Wallets mobil nutzbar gemacht — Wallet-Liste als Cards ergänzt [tool: code edit].\n15. Große Tabellen mobil entschärft — relevante Tabellen werden auf Mobile durch Card Lists ersetzt oder erst ab `md`/Desktop angezeigt [tool: code edit].\n16. `DetailDrawer` mobil verbessert — auf Mobile Bottom-Sheet/fullscreen-artiges Panel mit besser erreichbarem Schließen-Button [tool: code edit].\n17. Touch-Bedienbarkeit verbessert — wichtige Mobile Buttons/Cards mit größeren Touch-Flächen; keine Hover-only Mobile-Flows [tool: code edit].\n18. Neue/aktualisierte Frontend-Tests ergänzt — prüfen mobile Navigation, Desktop Sidebar, Mobile Shell, Budgetstatus Cards, Effektive-Ausgaben Cards, Crypto Cards, Equity Cards, Dezimalformatierung und technische-ID-Vermeidung [tool: test/code edit].\n19. Frontend Vitest ausgeführt — Ergebnis: `31 passed` [tool: terminal].\n20. Frontend Build ausgeführt — Ergebnis: OK [tool: terminal].\n21. Python compile ausgeführt — Ergebnis: OK [tool: terminal].\n22. Backend pytest ausgeführt — Ergebnis: `393 passed` [tool: terminal].\n23. `git diff --check` ausgeführt — Ergebnis: OK [tool: terminal].\n24. Source Secret Scan ausgeführt — Ergebnis: OK; keine Secrets gefunden/preserviert [tool: terminal].\n25. Frontend Build Secret Scan ausgeführt — Ergebnis: OK [tool: terminal].\n26. Git-Safety geprüft — Ergebnis: OK [tool: terminal].\n27. Browser-/Route-Sanity durchgeführt — Routen `/`, `/planning/budget/status`, `/planning/budget/income`, `/planning/budget/expenses/actual`, `/crypto`, `/equity`, `/wallets` jeweils `200` [tool: browser/terminal].\n28. Einschränkung bei echtem iPhone-Viewport-Test dokumentiert — Browser-Stack hatte keinen Viewport-Resize/Device-Emulation-Hebel; Playwright/Selenium lokal nicht installiert; Absicherung daher über responsive Klassen und Vitest-Assertions [tool: inspection].\n29. Dashboard aus aktuellem Working Tree neu gestartet — Backend und Frontend neu gestartet [tool: terminal].\n30. Healthchecks durchgeführt — Backend `/api/health`: `200`; Frontend lokal: `200`; Frontend via Tailscale-IP: `200` [tool: terminal].\n31. Commit erstellt — Commit Message: `feat: improve mobile dashboard ux`; Commit Hash: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00` [tool: git].\n32. Push durchgeführt und Remote-Hash verifiziert — Remote Hash entspricht lokalem Commit `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`; Push erfolgreich [tool: git].\n33. Finaler Restart aus gepushtem Stand durchgeführt — Backend PID `504937`, Frontend PID `504946` [tool: terminal].\n34. Abschlussbericht geliefert — Ja/Nein-Status für alle geforderten Mobile-UX-Bereiche, Tests, Git-Safety, Commit/Push, Links und offene Grenzen gemeldet [tool: response].\n\n## Active State\n- Working directory: nicht explizit im neuen Kontext genannt.\n- Branch: `feat/budget-phase-1-4`.\n- Working Tree: sauber.\n- Letzter Commit: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Commit Message: `feat: improve mobile dashboard ux`.\n- Push-Status: erfolgreich; Remote-Hash Match: ja.\n- Backend läuft neu gestartet mit PID `504937`.\n- Frontend läuft neu gestartet mit PID `504946`.\n- Lokales Backend: `http://127.0.0.1:8000`.\n- Lokales Frontend: `http://127.0.0.1:5173`.\n- Tailscale Dashboard: `http://100.85.29.67:5173`.\n- Tailscale Serve/HTTPS: nicht aktiv; Meldung: `No serve config`.\n- Healthchecks:\n  - Backend `/api/health`: `200`.\n  - Frontend lokal: `200`.\n  - Frontend via Tailscale-IP: `200`.\n- Teststatus:\n  - Backend pytest: `393 passed`.\n  - Frontend Vitest: `31 passed`.\n  - Frontend build: OK.\n  - Python compile: OK.\n  - `git diff --check`: OK.\n  - Source Secret Scan: OK.\n  - Frontend Build Secret Scan: OK.\n  - Git-Safety: OK.\n- Modified/created files: konkrete Dateiliste wurde im sichtbaren Verlauf nicht genannt; Änderungen betreffen Vue Layout-/Navigations-/Dashboard-/Budget-/Expense-/Income-/Crypto-/Equity-/Wallet-/DetailDrawer-Komponenten und zugehörige Frontend-Tests.\n\n## In Progress\nKeine laufende Arbeit. Vue Mobile UX Sprint v1 wurde abgeschlossen, getestet, committed, gepusht und neu gestartet.\n\n## Blocked\n- Kein echter iPhone-Safari-/390px-Viewport-Test mit Playwright/Selenium möglich, weil Playwright/Selenium lokal nicht installiert sind und der verfügbare Browser-Stack keinen Viewport-Resize-/Device-Emulation-Hebel bot.\n- Tailscale Serve/HTTPS ist nicht aktiv; Status/Meldung: `No serve config`.\n- Keine funktionalen Blocker für die ausgelieferte Mobile UX bekannt.\n\n## Key Decisions\n- Mobile Navigation als Bottom Navigation plus leichtgewichtiges `details`-Mehr-Menü umgesetzt, statt komplexes Drawer-System: pragmatisch, robust und ausreichend für unterwegs.\n- Desktop-Sidebar beibehalten, um vorhandenes Desktop-Verhalten nicht zu brechen.\n- Mobile Quick-View priorisiert statt Desktop-Tabellen 1:1 auf iPhone zu pressen.\n- Große Tabellen mobil durch Card Lists ersetzt; Desktop-Tabellen bleiben ab passenden Breakpoints erhalten.\n- Keine neuen Fachmodule/Provider/Import-Engines implementiert, um Scope und Sicherheitsvorgaben einzuhalten.\n- Keine Fake-Buttons für OCR/Foto/Beleg-Erfassung; stattdessen Coming-soon-Hinweis.\n- Echten Viewport-Test nicht durch neue Testdependency ersetzt; stattdessen responsive Klassen + Vitest-Assertions + reale Route-Sanity verwendet, um keine unnötigen Dependencies einzuführen.\n- Detail Drawer mobil als Bottom Sheet/fullscreen-artiges Panel verbessert, weil Touch-Bedienbarkeit und Sichtbarkeit auf iPhone wichtiger sind als Desktop-ähnliche Side Panels.\n\n## Resolved Questions\n- Mobile Navigation umgesetzt? Ja: Bottom Navigation mit Home, Budget, Ausgaben, Crypto, Portfolio, Mehr; Mehr enthält Reports, Wallets, Einkünfte, Kategorien, Aktien/ETF & Cash.\n- Command Center mobil nutzbar? Ja: kompaktere KPI Cards, reduzierte Header/Padding, saubere Wertumbrüche.\n- Budgetstatus mobil als Cards? Ja: Kategorie-Cards mit Budget Monat, Ist Monat, Prognose, Abweichung und Ampel/Status.\n- Effektive Ausgaben mobil nutzbar? Ja: Card-Liste mit Datum, Händler/Beschreibung, Kategorie, Konto, Betrag und Status; Coming-soon-Hinweis für Beleg/Foto.\n- Einkünfte mobil nutzbar? Ja: Cards mit Name, Quelle/Person, Art, Monatswert, Jahreswert, Status.\n- Crypto mobil nutzbar? Ja: Coin Cards, kompakte Liste, Details nutzbar.\n- Aktien/ETF/Cash mobil nutzbar? Ja: Positionen als Cards, Cash kompakt, Detail Drawer verbessert.\n- Wallets mobil nutzbar? Ja: Wallet Cards.\n- Tabellen mobil entschärft? Ja: Mobile Card Lists oder Desktop-only Tabellen.\n- Tailscale-Link funktioniert? Ja: `http://100.85.29.67:5173` liefert `200`.\n- Backend neu gestartet? Ja, PID `504937`.\n- Frontend neu gestartet? Ja, PID `504946`.\n- Commit/Push erledigt? Ja, Commit/Remote Hash `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Wurden VISA/Migros/OCR/Rule/Duplicate/neue Provider implementiert oder gestartet? Nein.\n\n## Pending User Asks\nNone.\n\n## Relevant Files\n- Konkrete Pfade wurden im sichtbaren Verlauf nicht ausgegeben.\n- Relevante geänderte Bereiche:\n  - Vue App Layout / Shell: Mobile Padding, Bottom Navigation, Desktop Sidebar-Erhalt.\n  - Mobile Navigation-Komponenten: Hauptpunkte und Mehr-Menü.\n  - Command Center Dashboard-Komponenten: responsive KPI Cards.\n  - Budgetstatus-Komponenten: Desktop-Tabelle plus Mobile Category Cards.\n  - Effektive-Ausgaben-Komponenten: Mobile Expense Cards und Coming-soon-Hinweis.\n  - Einkünfte-Komponenten: Mobile Income Plan Cards.\n  - Crypto-Komponenten: Mobile Coin Cards, Desktop-Tabelle ab `md`.\n  - Equity/Aktien-ETF-Cash-Komponenten: Mobile Position Cards.\n  - Wallet-Komponenten: Mobile Wallet Cards.\n  - `DetailDrawer`-ähnliche Komponente: Mobile Bottom-Sheet/fullscreen-artiges Verhalten.\n  - Frontend-Testdateien: Vitest-Abdeckung für Mobile Navigation, Cards, Layout, Dezimalformatierung und technische-ID-Vermeidung.\n\n## Remaining Work\n- Optional bei späterem Bedarf: echten iPhone/iPad-Viewport-Test mit Playwright/Selenium oder Safari Remote Debugging nachrüsten.\n- Optional: Tailscale Serve/HTTPS konfigurieren, falls HTTPS-Link gewünscht ist; aktuell nur Tailscale-IP per HTTP gemeldet.\n- Reports bleiben minimal/roadmap-artig.\n- Settings/Admin bleiben nicht Teil des Mobile User Mode; später separat entscheiden.\n- Keine offenen Pflichtaufgaben aus dem Mobile UX Sprint v1.\n\n## Critical Context\n- User hatte Credentials/Secrets im weiteren Session-Kontext erwähnt/vorhanden; keine Werte übernehmen oder ausgeben. Falls relevant immer als `[REDACTED]` behandeln.\n- Branch: `feat/budget-phase-1-4`.\n- Commit Hash: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Commit Message: `feat: improve mobile dashboard ux`.\n- Lokaler Frontend-Link: `http://127.0.0.1:5173`.\n- Lokaler Backend-Link: `http://127.0.0.1:8000`.\n- Tailscale Dashboard-Link: `http://100.85.29.67:5173`.\n- Tailscale Serve/HTTPS-Status: `No serve config`.\n- Backend PID nach Restart: `504937`.\n- Frontend PID nach Restart: `504946`.\n- Testausgaben:\n  - Backend pytest: `393 passed`.\n  - Frontend Vitest: `31 passed`.\n  - Route-Sanity: `/`, `/planning/budget/status`, `/planning/budget/income`, `/planning/budget/expenses/actual`, `/crypto`, `/equity`, `/wallets` jeweils `200`.\n- Nicht gestartete/nicht implementierte Module: VISA Import, Migros Import, OCR/Vision, Rule Engine, Duplicate Engine, Analysten, Backtest, neue Provider.\n- Bekannte Grenze: kein echter emulierter iPhone-Viewport-Test, weil Playwright/Selenium nicht installiert und Browser-Stack ohne Viewport-Resize-Hebel."
    },
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      "role": "user",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 77 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---"
    },
    {
      "role": "assistant",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 232 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---",
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            "arguments": "{\"mode\": \"replace\", \"new_string\": \"    expect(runGroceryOptimization).toHaveBeenCalledWith({ receipt_id: 'receipt_1', selected_retailers: ['Coop', 'Aldi Suisse', 'Lidl', 'Denner', \\\"Otto's\\\"], max_store_count: 3, included_product_item_id...[truncated]\", \"old_string\": \"    expect(runGroceryOptimization).toHaveBeenCalledWith({ receipt_id: 'receipt_1', selected_retailers: ['Coop', 'Aldi Suisse', 'Lidl', 'Denner', \\\"Otto's\\\"], max_store_count: 3 })\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.test.ts\"}"
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      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.test.ts (1,199 chars result)",
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            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src pytest tests/unit/test_migros_grocery_optimizer_v1.py -q\\ncd frontend\\nnpm test -- --run src/pages/BudgetGroceryOptimizerPage.test.ts\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\nun...` -> exit 0, 1 lines output",
      "tool_call_id": "call_KI60XVG5hNlRMT0LM2sk18Fm"
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    {
      "role": "assistant",
      "content": "Reviewer-Blocker sind behoben; Target-Tests und Build sind grün. Ich wiederhole jetzt die komplette Verifikation und Scans.",
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        {
          "id": "call_amHHmQVh2Y0bwkD6ZnUIEvv0",
          "call_id": "call_amHHmQVh2Y0bwkD6ZnUIEvv0",
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              "text": "Reviewer-Blocker sind behoben; Target-Tests und Build sind grün. Ich wiederhole jetzt die komplette Verifikation und Scans."
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      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\nun...` -> exit 0, 1 lines output",
      "tool_call_id": "call_amHHmQVh2Y0bwkD6ZnUIEvv0"
    },
    {
      "role": "user",
      "content": "[Your active task list was preserved across context compression]\n- [>] mgo1-4. Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review (in_progress)\n- [ ] mgo1-5. Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht (pending)"
    },
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      "role": "assistant",
      "content": "Ich setze fort bei `mgo1-4`: Full compile/pytest/Vitest/build ist nach den Reviewer-Fixes grün. Jetzt wiederhole ich Scans/Git-Safety/diff-check und lasse einen fokussierten Re-Review auf die behobenen Blocker laufen.",
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      "content": "Final Full Verification ist grün: Backend `478 passed`, Frontend `87 passed`, Build OK. Ich wiederhole Scans/Git-Safety/diff-check und schließe mgo1-4.",
      "tool_calls": [
        {
          "id": "call_VII9z6H2deobmAQTaFwrS9M5",
          "call_id": "call_VII9z6H2deobmAQTaFwrS9M5",
          "response_item_id": "fc_08efd988e539badb016a0c47bc52c88191a37d6ff08c6e353d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor p in Path('.').rglob('__pycache__'):\\n    shutil.rmtree(p, ignore_errors=True)\\nf...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Final Full Verification ist grün: Backend `478 passed`, Frontend `87 passed`, Build OK. Ich wiederhole Scans/Git-Safety/diff-check und schließe mgo1-4."
            }
          ],
          "id": "msg_08efd988e539badb016a0c47bb79f0819197d2e9e3dafcda40",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"changed_files_secret_scan=OK\\nfrontend_build_secret_scan=OK\\ngit_safety_artifacts=OK\\ngit_diff_check=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_VII9z6H2deobmAQTaFwrS9M5"
    },
    {
      "role": "assistant",
      "content": "Verifikation komplett sauber. Ich starte jetzt Backend/Frontend neu, prüfe API und Browser-Sanity via Tailscale.",
      "tool_calls": [
        {
          "id": "call_fHGMWyp1fZJQohIuVUUhwPag",
          "call_id": "call_fHGMWyp1fZJQohIuVUUhwPag",
          "response_item_id": "fc_08efd988e539badb016a0c47cdcbb081919125dc69c0e3b3f2",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\",\"id\":\"mgo1-4\",\"status\":\"completed\"},{\"content\":\"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\",\"id\":\"mgo1-5\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Verifikation komplett sauber. Ich starte jetzt Backend/Frontend neu, prüfe API und Browser-Sanity via Tailscale."
            }
          ],
          "id": "msg_08efd988e539badb016a0c47ccd0488191ab7981ef8e47e8f6",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_fHGMWyp1fZJQohIuVUUhwPag"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1rxE6v6m6nMX56rPo7bcgaCj",
          "call_id": "call_1rxE6v6m6nMX56rPo7bcgaCj",
          "response_item_id": "fc_08efd988e539badb016a0c47d349408191a11d88fdce81144f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'branch='; git branch --show-current\\nprintf 'status_before=\\\\n'; git status --short\\nfor port in 8000 5173; do\\n  pids=$(ss -ltnp 2>/dev/null | awk -v p=\\\":$port\\\" '$4 ~ p {print $0}' | sed -n 's/.*pid=\\\\([0-9]*\\\\).*/\\\\1/p' | sort -u || true)\\n  if [ -n \\\"$pids\\\" ]; then kill $pids || true; fi\\ndone\\n\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nprintf 'branch=...` -> exit 0, 1 lines output",
      "tool_call_id": "call_1rxE6v6m6nMX56rPo7bcgaCj"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xlTMEPQN2F0AvebxXx6VZ4Jg",
          "call_id": "call_xlTMEPQN2F0AvebxXx6VZ4Jg",
          "response_item_id": "fc_08efd988e539badb016a0c47fbdcec819184bf50fac1af9b60",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate\\nexport JARVIS_FINANCE_RUNTIME_DIR=~/jarvis_runtime/finance-system\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 0.0.0.0 --port 8000\",\"watch_patterns\":[\"Application startup complete\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_701996a8c0fd\", \"pid\": 641220, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Application startup complete\"]}",
      "tool_call_id": "call_xlTMEPQN2F0AvebxXx6VZ4Jg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_G4KqFhY1M8PwvlCq6ApHs7Au",
          "call_id": "call_G4KqFhY1M8PwvlCq6ApHs7Au",
          "response_item_id": "fc_08efd988e539badb016a0c481951408191b4cea20fc51de135",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"export VITE_API_BASE_URL=http://100.85.29.67:8000\\nnpm run dev -- --host 0.0.0.0 --port 5173\",\"watch_patterns\":[\"Local:\",\"Network:\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_d467d14dbf0d\", \"pid\": 641234, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Local:\", \"Network:\"]}",
      "tool_call_id": "call_G4KqFhY1M8PwvlCq6ApHs7Au"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_FKSa7EAPxPbT4nxCNlt7PLCN",
          "call_id": "call_FKSa7EAPxPbT4nxCNlt7PLCN",
          "response_item_id": "fc_08efd988e539badb016a0c481d3dec81919d53c688bbf870ed",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nfor i in $(seq 1 60); do\\n  if curl -fsS http://127.0.0.1:8000/api/health >/dev/null && curl -fsS http://127.0.0.1:5173/ >/dev/null; then break; fi\\n  sleep 1\\n  if [ \\\"$i\\\" = 60 ]; then ...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"backend_health=200\\nfrontend_local=200\\nfrontend_tailscale=200\\ngrocery_dashboard_api=200\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_FKSa7EAPxPbT4nxCNlt7PLCN"
    },
    {
      "role": "assistant",
      "content": "Services laufen. Ich prüfe die Migros Optimizer Seite im Browser via Tailscale auf Rendering und JS-Fehler.",
      "tool_calls": [
        {
          "id": "call_98FFosCl67R1hboewAgDpmwg",
          "call_id": "call_98FFosCl67R1hboewAgDpmwg",
          "response_item_id": "fc_08efd988e539badb016a0c482618c081919573ba8cc2aedaa0",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"http://100.85.29.67:5173/planning/budget/grocery-optimizer\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Services laufen. Ich prüfe die Migros Optimizer Seite im Browser via Tailscale auf Rendering und JS-Fehler."
            }
          ],
          "id": "msg_08efd988e539badb016a0c482556788191b6e0b1b26960369d",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[browser_navigate] http://100.85.29.67:5173/planning/budget/grocery-optimizer (2,864 chars)",
      "tool_call_id": "call_98FFosCl67R1hboewAgDpmwg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_oXQ1OIkcSxPuY3MwRDNHZ7x6",
          "call_id": "call_oXQ1OIkcSxPuY3MwRDNHZ7x6",
          "response_item_id": "fc_08efd988e539badb016a0c482a8a688191a5b3291dd08669b1",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"clear\":true,\"expression\":\"(()=>{const t=document.body.innerText.toLowerCase(); return {route:'grocery-optimizer', ok:t.includes('migros product savings') && t.includes('bon auswählen') && t.includes('artikelliste') && t.includes('gesundheitsanalyse später') && t.includes('keine medizinische bewertung') && t.includes('keine bestellung')}})()\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"result\": {\"ok\": true, \"route\": \"grocery-optimizer\"}, \"result_type\": \"dict\"}",
      "tool_call_id": "call_oXQ1OIkcSxPuY3MwRDNHZ7x6"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_fWyWpIPBiEtthHqba4wLOHfz",
          "call_id": "call_fWyWpIPBiEtthHqba4wLOHfz",
          "response_item_id": "fc_08efd988e539badb016a0c4830824c8191988dce7ece05666b",
          "type": "function",
          "function": {
            "name": "browser_click",
            "arguments": "{\"ref\":\"e33\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"clicked\": \"@e33\"}",
      "tool_call_id": "call_fWyWpIPBiEtthHqba4wLOHfz"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_CO7ZwWKH7DJRD0QYbLB5NZB0",
          "call_id": "call_CO7ZwWKH7DJRD0QYbLB5NZB0",
          "response_item_id": "fc_08efd988e539badb016a0c483fbd2481919b8856e4ded9d5c2",
          "type": "function",
          "function": {
            "name": "browser_snapshot",
            "arguments": "{\"full\":false}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[browser_snapshot] (3,516 chars)",
      "tool_call_id": "call_CO7ZwWKH7DJRD0QYbLB5NZB0"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_JDrGMk6NAocYRe8NIhX88RqB",
          "call_id": "call_JDrGMk6NAocYRe8NIhX88RqB",
          "response_item_id": "fc_08efd988e539badb016a0c4844121081919aafa251ff5e4eb3",
          "type": "function",
          "function": {
            "name": "browser_click",
            "arguments": "{\"ref\":\"e34\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"clicked\": \"@e34\"}",
      "tool_call_id": "call_JDrGMk6NAocYRe8NIhX88RqB"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_ilfuqNyrTfbZxBwlhf6PIcpg",
          "call_id": "call_ilfuqNyrTfbZxBwlhf6PIcpg",
          "response_item_id": "fc_08efd988e539badb016a0c48506e7481919302c5b2291efb8e",
          "type": "function",
          "function": {
            "name": "browser_snapshot",
            "arguments": "{\"full\":false}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[browser_snapshot] (4,327 chars)",
      "tool_call_id": "call_ilfuqNyrTfbZxBwlhf6PIcpg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_jQRlvmknxMFN6w6341N3M0nJ",
          "call_id": "call_jQRlvmknxMFN6w6341N3M0nJ",
          "response_item_id": "fc_08efd988e539badb016a0c4853c8188191a0aee1a1258819af",
          "type": "function",
          "function": {
            "name": "browser_click",
            "arguments": "{\"ref\":\"e35\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"clicked\": \"@e35\"}",
      "tool_call_id": "call_jQRlvmknxMFN6w6341N3M0nJ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_G3ZMbjZis1As7gbyQSA3uoIj",
          "call_id": "call_G3ZMbjZis1As7gbyQSA3uoIj",
          "response_item_id": "fc_08efd988e539badb016a0c48588b248191b3a2ae80d87967a0",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"clear\":true,\"expression\":\"(()=>{const t=document.body.innerText.toLowerCase(); return {ok:t.includes('ergebnis') && t.includes('preisvergleich') && t.includes('optimierte einkaufsliste') && t.includes('runtime-only report') && t.includes('gesundheitsanalyse später'), text:t.slice(0,500)}})()\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[browser_console] clear=True expression=(()=>{const t=document.body.innerText.to (624 chars result)",
      "tool_call_id": "call_G3ZMbjZis1As7gbyQSA3uoIj"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_pdzOOGjUjCDK9az0QLKnA5oZ",
          "call_id": "call_pdzOOGjUjCDK9az0QLKnA5oZ",
          "response_item_id": "fc_08efd988e539badb016a0c485e8a0081919b2491ecb2a55599",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"clear\":true}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"console_messages\": [], \"js_errors\": [], \"total_messages\": 0, \"total_errors\": 0}",
      "tool_call_id": "call_pdzOOGjUjCDK9az0QLKnA5oZ"
    },
    {
      "role": "assistant",
      "content": "Browser-Sanity ist sauber; Demo-Flow hat einen Runtime-Report erzeugt, also prüfe ich Git-Safety erneut, damit keine Runtime-Artefakte im Working Tree liegen. Dann Commit/Push.",
      "tool_calls": [
        {
          "id": "call_1bfEXmSfQQBl1lTtoq2W5ENi",
          "call_id": "call_1bfEXmSfQQBl1lTtoq2W5ENi",
          "response_item_id": "fc_08efd988e539badb016a0c4863031081918b90f8a40f69e3ae",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\ngit status --short --branch\\ngit diff --stat\\n\",\"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": "Browser-Sanity ist sauber; Demo-Flow hat einen Runtime-Report erzeugt, also prüfe ich Git-Safety erneut, damit keine Runtime-Artefakte im Working Tree liegen. Dann Commit/Push."
            }
          ],
          "id": "msg_08efd988e539badb016a0c4861f364819187b0911c5d7afe52",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nif git status -...` -> exit 0, 1 lines output",
      "tool_call_id": "call_1bfEXmSfQQBl1lTtoq2W5ENi"
    },
    {
      "role": "assistant",
      "content": "Git-Safety ist weiterhin sauber. Ich stage explizit nur Code/Test-Dateien, committe und pushe.",
      "tool_calls": [
        {
          "id": "call_6vRHHO9iAbD1U0Vwt4XtejnL",
          "call_id": "call_6vRHHO9iAbD1U0Vwt4XtejnL",
          "response_item_id": "fc_08efd988e539badb016a0c486984188191bf9863483f29cd36",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit add \\\\\\n  src/jarvis_finance/services/grocery_optimizer.py \\\\\\n  src/jarvis_finance/api/routers/budget.py \\\\\\n  src/jarvis_finance/storage/m...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Git-Safety ist weiterhin sauber. Ich stage explizit nur Code/Test-Dateien, committe und pushe."
            }
          ],
          "id": "msg_08efd988e539badb016a0c4868ba988191a0c35b9672ad1e55",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\ngit add \\\n  src...` -> exit 0, 1 lines output",
      "tool_call_id": "call_6vRHHO9iAbD1U0Vwt4XtejnL"
    },
    {
      "role": "assistant",
      "content": "Commit erstellt. Ich pushe mit dem vorhandenen GitHub-Token und verifiziere den Remote-Hash.",
      "tool_calls": [
        {
          "id": "call_Udb8hEk2pYlT3z8yAP4LkFFO",
          "call_id": "call_Udb8hEk2pYlT3z8yAP4LkFFO",
          "response_item_id": "fc_08efd988e539badb016a0c4874adf881918ae27b2be4760e6a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nTOKEN_FILE=\\\"$HOME/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv\\\"\\nASKPASS=$(mktemp)\\npython - \\\"$TOKEN_FILE\\\" \\\"$ASKPAS...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Commit erstellt. Ich pushe mit dem vorhandenen GitHub-Token und verifiziere den Remote-Hash."
            }
          ],
          "id": "msg_08efd988e539badb016a0c4873fa148191807b295b619b154f",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nTOKEN_FILE=\"$HO...` -> exit 0, 1 lines output",
      "tool_call_id": "call_Udb8hEk2pYlT3z8yAP4LkFFO"
    },
    {
      "role": "assistant",
      "content": "Push und Remote-Hash sind sauber. Ich mache noch einen finalen Status-/Servicecheck.",
      "tool_calls": [
        {
          "id": "call_qSNqg1e1LAvyILjgPsp14dSB",
          "call_id": "call_qSNqg1e1LAvyILjgPsp14dSB",
          "response_item_id": "fc_08efd988e539badb016a0c4882bbcc8191b9dc8ad9779d9ba6",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'branch='; git branch --show-current\\nprintf 'head='; git rev-parse HEAD\\nprintf '\\\\nstatus=\\\\n'; git status --short\\nprintf 'backend_pi...[truncated]\", \"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": "Push und Remote-Hash sind sauber. Ich mache noch einen finalen Status-/Servicecheck."
            }
          ],
          "id": "msg_08efd988e539badb016a0c48821da081919a1ed76a592b8930",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nprintf 'branch=...` -> exit 0, 1 lines output",
      "tool_call_id": "call_qSNqg1e1LAvyILjgPsp14dSB"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HZdc1mMmpNDS7dMphiJE9Vd8",
          "call_id": "call_HZdc1mMmpNDS7dMphiJE9Vd8",
          "response_item_id": "fc_08efd988e539badb016a0c488c002c8191b0bb3fa56a27a660",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\",\"id\":\"mgo1-5\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_HZdc1mMmpNDS7dMphiJE9Vd8"
    },
    {
      "role": "assistant",
      "content": "## Migros Product Savings & Grocery Optimizer v1 — abgeschlossen\n\n**Branch:** `feat/migros-product-savings-grocery-optimizer-v1`  \n**Commit:** `8fb825e3d1c38496db333c94e7a9f77f01b8b519`  \n**Push:** ja, Remote-Hash verifiziert  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/migros-product-savings-grocery-optimizer-v1\n\n## Ergebnis — Ja/Nein\n\n- **Migros Optimizer Seite umgesetzt:** ja  \n  Neue Route: `http://100.85.29.67:5173/planning/budget/grocery-optimizer`\n\n- **Bon-Auswahl umgesetzt:** ja  \n  Bons werden als auswählbare Karten angezeigt. Filter/Jahr/Monat/Filiale sind in v1 noch minimal — Bon-Auswahl und Wechsel funktionieren.\n\n- **Artikelanalyse umgesetzt:** ja  \n  Artikelzeilen werden auf Produktebene angezeigt:\n  - Originalname\n  - normalisierter Name\n  - Menge\n  - Preis als Decimal-Text\n  - Include-Checkbox für Analyse\n\n- **Produktnormalisierung umgesetzt:** ja  \n  Basis-Normalisierung im Backend:\n  - Lowercase\n  - Rabatt-/Aktionswörter entfernt\n  - Mengenangaben reduziert\n  - Kernprodukt heuristisch erkannt\n  - Originaltext bleibt erhalten\n  - Confidence gespeichert\n\n- **Web-/Browser-Recherche umgesetzt:** teilweise / kontrolliert vorbereitet  \n  In v1 gibt es **keinen breiten Live-Scraper**. Stattdessen:\n  - reviewbare Produktmatches mit Quelle/URL\n  - Detail-Cache-Tabelle vorbereitet\n  - Source/Fetch-Zeitstempel/Hash vorgesehen\n  - keine Preise erfunden\n  - keine Login-/AGB-riskanten Scrape-Läufe\n\n- **Alternativen bei Schweizer Grossisten umgesetzt:** ja, als reviewbares Matching-Modell  \n  Unterstützte Händler:\n  - Coop\n  - Aldi Suisse\n  - Lidl\n  - Denner\n  - Otto’s\n\n- **Preisvergleich umgesetzt:** ja  \n  Vergleicht Migros-Originalpreis mit sicher markierten Alternativen. Unsichere Matches werden nicht als sichere Ersparnis gerechnet.\n\n- **Max-3-Läden-Optimierung umgesetzt:** ja  \n  Backend wählt maximal 3 Händler und berechnet Totals/Savings nur aus diesen gewählten Händlern.  \n  Review-Bug wurde gefunden und behoben: keine „Savings aus 4 Läden, Anzeige nur 3“ mehr.\n\n- **Einkaufsliste umgesetzt:** ja  \n  Ergebnis enthält Einkaufslisten je Händler für die gewählte Max-3-Läden-Variante.\n\n- **Report Runtime-only umgesetzt:** ja  \n  Markdown-Report wird nur unter Runtime-Reports erzeugt. Repo-Pfade werden abgelehnt.\n\n- **Gesundheitsanalyse vorbereitet:** ja  \n  Felder/Hinweis vorbereitet:\n  - `health_analysis_status`\n  - `health_flags_json`\n  - `health_notes`\n  - UI-Hinweis: „Gesundheitsanalyse später“\n\n- **Medizinische/Histamin/Behçet-Bewertung umgesetzt:** nein — bewusst nicht.  \n  Nur vorbereitet, wie verlangt.\n\n## Technische Umsetzung\n\n### Backend\n\nNeu:\n\n- `src/jarvis_finance/services/grocery_optimizer.py`\n\nMigration auf Schema-Version `32` mit Tabellen:\n\n- `grocery_product_items`\n- `grocery_product_matches`\n- `grocery_product_details_cache`\n- `grocery_optimization_runs`\n\nNeue API-Routen unter:\n\n- `/api/budget/grocery-optimizer/dashboard`\n- `/api/budget/grocery-optimizer/demo-receipt`\n- `/api/budget/grocery-optimizer/matches`\n- `/api/budget/grocery-optimizer/optimize`\n- `/api/budget/grocery-optimizer/report`\n\n### Frontend\n\nNeu:\n\n- `frontend/src/pages/BudgetGroceryOptimizerPage.vue`\n- `frontend/src/pages/BudgetGroceryOptimizerPage.test.ts`\n\nRoute:\n\n- `/planning/budget/grocery-optimizer`\n\nNavigation:\n\n- Sidebar unter **Analyse → Migros Optimizer**\n\n## Review-Fixes\n\nEin unabhängiger Pre-Commit-Review fand zwei echte Logikfehler:\n\n1. **Max-3-Läden-Bug**  \n   Optimierung berechnete Ersparnis zuerst über mehr als 3 Händler und kappte danach nur die Anzeige.  \n   **Fix:** Händlerlimit wird vor Total-/Savings-Berechnung angewendet. Ausgelassene Produkte werden als `not_selected_due_to_store_limit` markiert.\n\n2. **Include-Checkbox war zuerst nur UI-Deko**  \n   Backend ignorierte Include-Filter.  \n   **Fix:** `included_product_item_ids` wird vom Frontend gesendet und im Backend gefiltert.\n\nFokussierter Re-Review fand danach noch:\n\n3. **Bon-Wechsel ließ Include-State hängen**  \n   Beim Wechsel auf anderen Bon blieb die Include-Liste des alten Bons erhalten.  \n   **Fix:** `selectReceipt()` setzt Include-State, Resultat und Reportmeldung sauber zurück. Regressionstest ergänzt.\n\n## Verifikation\n\n- **Python compile:** OK\n- **Backend pytest:** `478 passed`\n- **Frontend Vitest:** `87 passed`\n- **Frontend build:** OK\n- **Source secret scan:** OK\n- **Frontend build secret scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Independent Review:** durchgeführt, Blocker behoben\n- **Focused Re-Review:** durchgeführt, letzter Frontend-Logic-Fund behoben\n\n## Browser Sanity via Tailscale\n\nGeprüft:\n\n- Seite lädt: ja  \n  `http://100.85.29.67:5173/planning/budget/grocery-optimizer`\n\n- Bon auswählen / Demo-Bon anlegen: ja\n- Artikelliste anzeigen: ja\n- Analyse starten: ja\n- Ergebnis anzeigen: ja\n- Report erzeugen: ja\n- Keine JS-Fehler: ja\n\n## Laufende Services\n\n- **Backend PID:** `641220`\n- **Frontend PID:** `641257`\n- **Backend Health:** `200`\n- **Frontend via Tailscale:** `200`\n\n## Nicht gebaut — bewusst außerhalb Scope\n\n- Keine automatische Bestellung\n- Kein Login-Scraping\n- Kein breiter Live-Preis-Scraper\n- Keine medizinische Bewertung\n- Keine Histamin-/Behçet-/Trigger-Auswertung\n- Keine OCR/Kamera\n- Kein Ernährungsplan\n- Kein Rezeptgenerator\n- Kein allgemeiner Food-Coach\n- Keine echten CSVs/Runtime-DB/Reports ins Git\n- Keine API-Keys ins Frontend\n\n## Offene Grenzen\n\n- Produktrecherche ist v1-konservativ: reviewbare Matches + Cache-Struktur, kein aggressives Scraping. Sehr vernünftig, auch wenn weniger spektakulär.\n- Bon-Import aus echten Migros-Detaildaten ist modelliert, aber v1 nutzt vorhandene/angelegte Produktdetail-Daten; echte CSV-Dateien wurden nicht ins Git übernommen.\n- PDF ist nicht umgesetzt; Markdown Runtime-Report ist umgesetzt.\n- UI ist MVP, nicht finaler Supermarkt-Kampfstand. Sparpotenzial zuerst, hübsche Einkaufsmilitärlogistik später.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "## Migros Product Savings & Grocery Optimizer v1 — abgeschlossen\n\n**Branch:** `feat/migros-product-savings-grocery-optimizer-v1`  \n**Commit:** `8fb825e3d1c38496db333c94e7a9f77f01b8b519`  \n**Push:** ja, Remote-Hash verifiziert  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/migros-product-savings-grocery-optimizer-v1\n\n## Ergebnis — Ja/Nein\n\n- **Migros Optimizer Seite umgesetzt:** ja  \n  Neue Route: `http://100.85.29.67:5173/planning/budget/grocery-optimizer`\n\n- **Bon-Auswahl umgesetzt:** ja  \n  Bons werden als auswählbare Karten angezeigt. Filter/Jahr/Monat/Filiale sind in v1 noch minimal — Bon-Auswahl und Wechsel funktionieren.\n\n- **Artikelanalyse umgesetzt:** ja  \n  Artikelzeilen werden auf Produktebene angezeigt:\n  - Originalname\n  - normalisierter Name\n  - Menge\n  - Preis als Decimal-Text\n  - Include-Checkbox für Analyse\n\n- **Produktnormalisierung umgesetzt:** ja  \n  Basis-Normalisierung im Backend:\n  - Lowercase\n  - Rabatt-/Aktionswörter entfernt\n  - Mengenangaben reduziert\n  - Kernprodukt heuristisch erkannt\n  - Originaltext bleibt erhalten\n  - Confidence gespeichert\n\n- **Web-/Browser-Recherche umgesetzt:** teilweise / kontrolliert vorbereitet  \n  In v1 gibt es **keinen breiten Live-Scraper**. Stattdessen:\n  - reviewbare Produktmatches mit Quelle/URL\n  - Detail-Cache-Tabelle vorbereitet\n  - Source/Fetch-Zeitstempel/Hash vorgesehen\n  - keine Preise erfunden\n  - keine Login-/AGB-riskanten Scrape-Läufe\n\n- **Alternativen bei Schweizer Grossisten umgesetzt:** ja, als reviewbares Matching-Modell  \n  Unterstützte Händler:\n  - Coop\n  - Aldi Suisse\n  - Lidl\n  - Denner\n  - Otto’s\n\n- **Preisvergleich umgesetzt:** ja  \n  Vergleicht Migros-Originalpreis mit sicher markierten Alternativen. Unsichere Matches werden nicht als sichere Ersparnis gerechnet.\n\n- **Max-3-Läden-Optimierung umgesetzt:** ja  \n  Backend wählt maximal 3 Händler und berechnet Totals/Savings nur aus diesen gewählten Händlern.  \n  Review-Bug wurde gefunden und behoben: keine „Savings aus 4 Läden, Anzeige nur 3“ mehr.\n\n- **Einkaufsliste umgesetzt:** ja  \n  Ergebnis enthält Einkaufslisten je Händler für die gewählte Max-3-Läden-Variante.\n\n- **Report Runtime-only umgesetzt:** ja  \n  Markdown-Report wird nur unter Runtime-Reports erzeugt. Repo-Pfade werden abgelehnt.\n\n- **Gesundheitsanalyse vorbereitet:** ja  \n  Felder/Hinweis vorbereitet:\n  - `health_analysis_status`\n  - `health_flags_json`\n  - `health_notes`\n  - UI-Hinweis: „Gesundheitsanalyse später“\n\n- **Medizinische/Histamin/Behçet-Bewertung umgesetzt:** nein — bewusst nicht.  \n  Nur vorbereitet, wie verlangt.\n\n## Technische Umsetzung\n\n### Backend\n\nNeu:\n\n- `src/jarvis_finance/services/grocery_optimizer.py`\n\nMigration auf Schema-Version `32` mit Tabellen:\n\n- `grocery_product_items`\n- `grocery_product_matches`\n- `grocery_product_details_cache`\n- `grocery_optimization_runs`\n\nNeue API-Routen unter:\n\n- `/api/budget/grocery-optimizer/dashboard`\n- `/api/budget/grocery-optimizer/demo-receipt`\n- `/api/budget/grocery-optimizer/matches`\n- `/api/budget/grocery-optimizer/optimize`\n- `/api/budget/grocery-optimizer/report`\n\n### Frontend\n\nNeu:\n\n- `frontend/src/pages/BudgetGroceryOptimizerPage.vue`\n- `frontend/src/pages/BudgetGroceryOptimizerPage.test.ts`\n\nRoute:\n\n- `/planning/budget/grocery-optimizer`\n\nNavigation:\n\n- Sidebar unter **Analyse → Migros Optimizer**\n\n## Review-Fixes\n\nEin unabhängiger Pre-Commit-Review fand zwei echte Logikfehler:\n\n1. **Max-3-Läden-Bug**  \n   Optimierung berechnete Ersparnis zuerst über mehr als 3 Händler und kappte danach nur die Anzeige.  \n   **Fix:** Händlerlimit wird vor Total-/Savings-Berechnung angewendet. Ausgelassene Produkte werden als `not_selected_due_to_store_limit` markiert.\n\n2. **Include-Checkbox war zuerst nur UI-Deko**  \n   Backend ignorierte Include-Filter.  \n   **Fix:** `included_product_item_ids` wird vom Frontend gesendet und im Backend gefiltert.\n\nFokussierter Re-Review fand danach noch:\n\n3. **Bon-Wechsel ließ Include-State hängen**  \n   Beim Wechsel auf anderen Bon blieb die Include-Liste des alten Bons erhalten.  \n   **Fix:** `selectReceipt()` setzt Include-State, Resultat und Reportmeldung sauber zurück. Regressionstest ergänzt.\n\n## Verifikation\n\n- **Python compile:** OK\n- **Backend pytest:** `478 passed`\n- **Frontend Vitest:** `87 passed`\n- **Frontend build:** OK\n- **Source secret scan:** OK\n- **Frontend build secret scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Independent Review:** durchgeführt, Blocker behoben\n- **Focused Re-Review:** durchgeführt, letzter Frontend-Logic-Fund behoben\n\n## Browser Sanity via Tailscale\n\nGeprüft:\n\n- Seite lädt: ja  \n  `http://100.85.29.67:5173/planning/budget/grocery-optimizer`\n\n- Bon auswählen / Demo-Bon anlegen: ja\n- Artikelliste anzeigen: ja\n- Analyse starten: ja\n- Ergebnis anzeigen: ja\n- Report erzeugen: ja\n- Keine JS-Fehler: ja\n\n## Laufende Services\n\n- **Backend PID:** `641220`\n- **Frontend PID:** `641257`\n- **Backend Health:** `200`\n- **Frontend via Tailscale:** `200`\n\n## Nicht gebaut — bewusst außerhalb Scope\n\n- Keine automatische Bestellung\n- Kein Login-Scraping\n- Kein breiter Live-Preis-Scraper\n- Keine medizinische Bewertung\n- Keine Histamin-/Behçet-/Trigger-Auswertung\n- Keine OCR/Kamera\n- Kein Ernährungsplan\n- Kein Rezeptgenerator\n- Kein allgemeiner Food-Coach\n- Keine echten CSVs/Runtime-DB/Reports ins Git\n- Keine API-Keys ins Frontend\n\n## Offene Grenzen\n\n- Produktrecherche ist v1-konservativ: reviewbare Matches + Cache-Struktur, kein aggressives Scraping. Sehr vernünftig, auch wenn weniger spektakulär.\n- Bon-Import aus echten Migros-Detaildaten ist modelliert, aber v1 nutzt vorhandene/angelegte Produktdetail-Daten; echte CSV-Dateien wurden nicht ins Git übernommen.\n- PDF ist nicht umgesetzt; Markdown Runtime-Report ist umgesetzt.\n- UI ist MVP, nicht finaler Supermarkt-Kampfstand. Sparpotenzial zuerst, hübsche Einkaufsmilitärlogistik später."
            }
          ],
          "id": "msg_08efd988e539badb016a0c489082dc8191a1177152ad05d489",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_5bc5142f42d5 matched watch pattern \"Application startup complete\".\nCommand: source ~/jarvis_runtime/finance-system/venv/bin/activate\nexport JARVIS_FINANCE_RUNTIME_DIR=~/jarvis_runtime/finance-system\nunset JARVIS_FINANCE_DB_PATH\nPYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 0.0.0.0 --port 8000\nMatched output:\nINFO:     Application startup complete.]"
    },
    {
      "role": "assistant",
      "content": "Ich prüfe kurz, ob das wieder nur ein alter Watcher-Nachhall ist oder ob tatsächlich ein zusätzlicher Backend-Prozess lauscht.",
      "tool_calls": [
        {
          "id": "call_XTkdJ1vCOSNppDNy4mdTrUTJ",
          "call_id": "call_XTkdJ1vCOSNppDNy4mdTrUTJ",
          "response_item_id": "fc_08efd988e539badb016a0c48b53f1c819183449834c7d7f027",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nprintf 'listening_8000=\\\\n'; ss -ltnp 2>/dev/null | awk '$4 ~ /:8000/ {print $0}' || true\\nprintf '\\\\nlistening_5173=\\\\n'; ss -ltnp 2>/dev/null | awk '$4 ~ /:5173/ {print $0}' || true\\npr...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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          "encrypted_content": "gAAAAABqDEi0GBCTinOdGZpxaY-0Ykrkbn-xzRLs3CEYFbVV2O4WIDnzy2defv1Kas5PFANmc_bfm7hfuLyG3z3Ly5hX6tjbNXspJJ4-rkra7LaCO65eQvhJX36eOBLBx19zzhM-lyk7FAwsCPXlp0a5bGz6qUSbgrwdUvtafU2jWQWM2i6SkjrQ70e8-gR7DPHkco7W1m-Aq4M5lrBQvyNOZxQXSUzVLrzBSMEevrHxbgFOVEnbMjBqFraQOEQswlEBmtZBeYlyNWnxD6edmkEKkJISXQ7U3BI84XCAUA_u0PLdjixKuOTtusdiVZu1soID2aQwy52NZENjK9AS8EXN7Ss5GLgE4LXa79Dt3BZ1gk8YJnOCnjE8a1vdke9Ya15PT_I7H6wO5Dz3-_XyLAcpgvr6l4PM7EK2inCUTs6T8bhXfoW-lgZZCRK2Kcw4azjnHMgKxfrhm1uSf5X2KXspw855vbeRz3IAp1KtvpUYNZaqOoY2TvX36mRBzS2VjBVO03_d3iVKVbulW12lA66iTJKBFL9iUWwm-BFEXoJ1a6tiiLtfx_3-uw-IDl5rQsbl37xLwpXGWje13ufLjooGevm35NAgkkEQq_awj2wqS2oRJsAK-LCdmtAQBQszbQ7xCjtsB9gh-wHEetIPSx8af2JAIxDkYKiCwdqyDSQu8xiw_iMox1ytQMxmO2NaJdMnqS44DAMf0rGXEe5Gax-lS_lMguwQJBpPGO1slN4AvG1tMfx8MCLwaS1rhDb-X6XY2RuBAqw0_Sjd4LZOsy3pD1tI5yMCSU_-0miVrRrlX1ui2mt5BGChi1mWSbfwqnYfmdj3cjnxRbLLKVN_mQMET1oY5ZjswqV-JKH1U-0Gb2pz7Ya5cM2lCLFuuKcnq9sgC49Rz2l0ZOH_Uh8wwtUB8IpMlgA_J5Xz0iaSqlYGMBgUt5ZGkCBtKnEReotweCTjUE86l5xZQh2Nbm5KSg2NmynrsNRPjsG54fg75mF_tVwah5mslcQh7WID03jZBg6n9HH1PODX4oEgJQKbiAFLm4x5kvrhUKpLXUVrFkJg3wrzAmJEwqg=",
          "id": "rs_08efd988e539badb016a0c48b3fdb48191ad9d5125d802b686",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich prüfe kurz, ob das wieder nur ein alter Watcher-Nachhall ist oder ob tatsächlich ein zusätzlicher Backend-Prozess lauscht."
            }
          ],
          "id": "msg_08efd988e539badb016a0c48b4d2f88191850f2c402877cb2e",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nprintf 'listening_8000=\\n'; ss -ltnp 2>/dev/null | awk '$4 ...` -> exit 0, 1 lines output",
      "tool_call_id": "call_XTkdJ1vCOSNppDNy4mdTrUTJ"
    },
    {
      "role": "assistant",
      "content": "Das ist wieder nur ein **alter Watcher-Nachhall** — diesmal von `proc_5bc5142f42d5`.\n\nAktueller sauberer Stand:\n\n- **Backend:** genau ein Listener auf Port `8000`\n  - PID: `641220`\n  - Health: `200`\n\n- **Frontend:** genau ein Listener auf Port `5173`\n  - PID: `641257`\n  - Tailscale-Seite: `200`\n\nKurz: **kein Problem, kein doppelter Backend-Prozess.**  \nDie Meldung kann ignoriert werden — Telegram meldet hier nachträglich ein Watch-Pattern aus einem älteren Background-Job.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Das ist wieder nur ein **alter Watcher-Nachhall** — diesmal von `proc_5bc5142f42d5`.\n\nAktueller sauberer Stand:\n\n- **Backend:** genau ein Listener auf Port `8000`\n  - PID: `641220`\n  - Health: `200`\n\n- **Frontend:** genau ein Listener auf Port `5173`\n  - PID: `641257`\n  - Tailscale-Seite: `200`\n\nKurz: **kein Problem, kein doppelter Backend-Prozess.**  \nDie Meldung kann ignoriert werden — Telegram meldet hier nachträglich ein Watch-Pattern aus einem älteren Background-Job."
            }
          ],
          "id": "msg_08efd988e539badb016a0c48bdc7088191bfcbcc4bc4b09d6c",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Migros Product Savings & Grocery Optimizer v1 ist akzeptiert.\n\nBeim Test ist aufgefallen:\n\n1. Die Grocery-Optimizer-Seite ist nicht in der Menüstruktur auffindbar. Der Link fehlt.\n2. Der Optimizer soll mittelfristig echte aktuelle Preise direkt aus dem Internet bzw. von Händlerseiten nutzen, nicht nur vorbereitete/reviewbare Matches.\n\nBitte starte jetzt einen gezielten:\n\n# Grocery Optimizer Product Price Providers v1\n\nZiel:\nDie Grocery-Optimizer-Seite muss sauber in der Navigation sichtbar sein. Zusätzlich soll ein kontrolliertes Provider-System für aktuelle Produktpreise und Produktinformationen aufgebaut werden.\n\nWichtig:\n\n* Keine automatische Bestellung.\n* Kein Login-Scraping.\n* Keine aggressiven Massen-Scrapes.\n* Keine API-Keys ins Frontend.\n* Keine echten Reports ins Git.\n* Keine Runtime-DB ins Git.\n* Keine medizinische Behçet-/Histamin-Auswertung in diesem Sprint.\n* Preise dürfen nicht erfunden werden.\n* LLM darf Produktnamen normalisieren und Matches bewerten, aber Preise müssen aus Quelle/Cache stammen.\n* Alle Produktdaten mit Quelle, URL und Timestamp speichern.\n* Cache nutzen.\n* Rate Limits beachten.\n* Wenn Quelle unsicher: needs_review.\n\n## 1. Navigation fixen\n\nBitte Grocery Optimizer in der User-Navigation sichtbar machen.\n\nVorschlag:\n\n### Budget\n\n* Übersicht\n* Budgetstatus\n* Budgetplanung\n* Fixkosten & Abos\n* Monatsimport\n\n### Transaktionen\n\n* Buchungen prüfen\n* Effektive Ausgaben\n* Effektive Einnahmen\n* Transfers\n\n### Analyse\n\n* Daten-Explorer\n* Kategorieanalyse\n* Monatsvergleich\n* Budget vs Ist\n* Migros Optimizer\n\nOder alternativ unter:\n\nAnalyse > Migros Optimizer\n\nAkzeptanz:\n\n* Menülink sichtbar\n* Desktop Sidebar Link funktioniert\n* Mobile/Fallback-Menü Link funktioniert\n* Route /planning/budget/grocery-optimizer erreichbar\n* keine JS-Fehler\n\n## 2. Product Price Provider Architektur\n\nBitte eine Provider-Abstraktion bauen:\n\nGroceryProductProvider\n\nMethoden:\n\n* search_products(query, retailer, locale=\"de-CH\")\n* fetch_product_detail(url)\n* normalize_result(raw_result)\n* get_cached_result(...)\n* store_cache(...)\n\nDaten pro Suchresultat:\n\n* retailer\n* product_name\n* brand\n* product_url\n* image_url optional\n* price_text\n* price_decimal_text, falls parsebar\n* currency\n* package_size\n* unit\n* unit_price_text\n* unit_price_decimal_text, falls parsebar\n* availability_status\n* promotion_text\n* fetched_at\n* source\n* confidence\n* quality_flags\n\n## 3. Händler-Provider\n\nBitte Provider-Skeletons erstellen für:\n\n* Migros\n* Coop\n* Aldi Suisse\n* Lidl Schweiz\n* Denner\n* Otto’s\n\nFür v1 bitte mindestens funktionsfähig testen:\n\n* Migros\n* Coop\n\nFür die anderen:\n\n* wenn stabil möglich: implementieren\n* sonst Skeleton + klare Fehlermeldung + future_status\n\n## 4. Live-Websuche / Browser-Fetch kontrolliert einsetzen\n\nBitte nicht global scrapen.\n\nWorkflow:\n\n1. User wählt einen Bon.\n2. User klickt Preise online suchen.\n3. User wählt Händler:\n\n   * Coop\n   * Aldi\n   * Lidl\n   * Denner\n   * Otto’s\n   * alle, aber max. begrenzt\n4. System sucht nur für ausgewählte Produkte.\n5. Pro Produkt max. N Suchabfragen.\n6. Ergebnisse werden gecacht.\n7. Beim nächsten Mal wird Cache verwendet, außer User klickt Aktualisieren.\n\nKein automatischer Provider-Call beim normalen Seiten-Rendern.\n\n## 5. Rappn / Pepesto / Preisvergleichsquellen prüfen\n\nBitte eine kurze Provider-Recherche/Spike im Code-Dokument machen:\n\nMögliche Quellen:\n\n* Rappn\n* Pepesto\n* öffentliche Händlerseiten\n* offizielle APIs, falls auffindbar\n* Preisvergleichsportale\n\nBitte dokumentieren:\n\n* Gibt es eine nutzbare API?\n* Kosten?\n* Abdeckung Schweiz?\n* Datenqualität?\n* Legal/AGB-Risiko?\n* Empfehlung\n\nDatei:\n\ndocs/grocery/product-price-provider-strategy.md\n\nKeine Anmeldung, kein Kauf, keine API-Key-Pflicht in diesem Sprint.\n\n## 6. Produktmatching verbessern\n\nWenn Suchresultate gefunden werden:\n\nLLM/Heuristik darf bewerten:\n\n* Ist es dasselbe Produkt?\n* Ist es eine Eigenmarken-Alternative?\n* Ist die Packungsgröße gleich?\n* Ist der Einheitspreis vergleichbar?\n* Bio vs nicht Bio?\n* Markenprodukt vs Eigenmarke?\n* ähnliches Produkt, aber nicht identisch?\n\nQualitätsflags:\n\n*\nexact_match\n* close_match\n* cheaper_private_label\n* different_pack_size\n* different_quality\n* organic_mismatch\n* needs_review\n* no_price\n* no_unit_price\n\n## 7. Preisvergleichslogik\n\nBitte Preisvergleich nur rechnen, wenn:\n\n* Preis vorhanden\n* Währung CHF\n* Einheit vergleichbar oder Packungsgröße vergleichbar\n* Produktmatch nicht needs_review\n\nBevorzugt:\n\n* Einheitspreis vergleichen\n\nFallback:\n\n* Packungspreis vergleichen, aber Flag setzen\n\nNicht rechnen:\n\n* unsichere Einheiten\n* fehlender Preis\n* nicht vergleichbare Produkte\n\n## 8. UI im Grocery Optimizer\n\nBitte Seite erweitern:\n\n### Bon-Auswahl\n\n* Bon wählen\n* Artikel anzeigen\n* Include-Checkbox\n\n### Online-Preissuche\n\nButton:\n\nPreise online suchen\n\nOptionen:\n\n* Händler auswählen\n* Cache verwenden ja/nein\n* max. Produkte\n* max. Händler\n* nur sichere Matches\n\n### Ergebnisse\n\nPro Produkt:\n\n* Migros Original\n* Suchresultate je Händler\n* bester Vorschlag\n* Preis\n* Einheitspreis\n* Packungsgröße\n* Einsparung\n* Confidence\n* Qualitätsflag\n* Quelle/Link\n* Aktualisiert am\n* Aktionen:\n\n  * akzeptieren\n  * ablehnen\n  * manuell korrigieren\n  * Details öffnen\n\n## 9. Einkaufsliste\n\nNach akzeptierten Matches:\n\n* Einkaufsliste je Händler\n* max. 3 Händler\n* Original Migros Total\n* optimiertes Total\n* geschätzte Ersparnis\n* unsichere Produkte separat\n* Produkte ohne Alternative separat\n\n## 10. Report erweitern\n\nReport soll enthalten:\n\n* Quelle und Zeitpunkte der Preise\n* verwendete Händler\n* akzeptierte Matches\n* abgelehnte/unsichere Matches\n* Original vs Alternative\n* Einsparung\n* Disclaimer:\n\n  * Preise können sich ändern\n  * Verfügbarkeit nicht garantiert\n  * Produktgleichheit nicht garantiert\n  * keine medizinische Empfehlung\n\n## 11. Gesundheitsanalyse vorbereiten, nicht bauen\n\nBitte weiterhin nur vorbereiten:\n\nSpäter:\n\n* Histaminbelastung\n* Morbus-Behçet-Trigger\n* entzündungsfördernde Zutaten\n* Zucker/hochverarbeitete Zutaten\n* Zusatzstoffe\n* persönliche Regeln\n\nJetzt:\n\n* Felder/Flags nur vorbereiten\n* keine Bewertung\n* keine Empfehlungen\n\n## 12. Tests\n\nBitte Tests ergänzen für:\n\n### Navigation\n\n* Grocery Optimizer Link sichtbar\n* Desktop Link funktioniert\n* Mobile/Fallback Link funktioniert\n\n### Provider\n\n* Migros Provider Search Mock\n* Coop Provider Search Mock\n* Provider Cache\n* Rate Limit / Fehlerfall\n* Kein Provider-Call beim Rendern\n\n### Matching\n\n* exact_match\n* close_match\n* different_pack_size\n* needs_review\n* no_price\n\n### Preisvergleich\n\n* Einheitspreisvergleich\n* Packungspreis mit Flag\n* unsichere Produkte nicht in Einsparung\n\n### UI\n\n* Preise online suchen Button\n* Händlerauswahl\n* Resultattabelle\n* akzeptieren/ablehnen\n* Quelle/Link sichtbar\n* Cache-Hinweis sichtbar\n\n### Report\n\n* Runtime-only\n* Quellen/Disclaimer enthalten\n* kein Report ins Git\n\n### Safety\n\n* keine Runtime-DB im Git\n* keine echten Produktdaten im Git\n* keine API-Keys im Frontend\n* Git-Safety sauber\n\n## 13. Browser Sanity\n\nBitte prüfen:\n\n* /planning/budget/grocery-optimizer\n* Menülink Desktop\n* Menülink Mobile/Fallback\n* Bon auswählen\n* Preise online suchen mit Mock/kleinem echten Test, falls sicher\n* Ergebnis anzeigen\n* Report erzeugen\n\n## 14. Nicht in diesem Sprint\n\nBitte nicht bauen:\n\n* medizinische Auswertung\n* automatische Bestellung\n* Login-Scraping\n* breite Vollsortiment-Scrapes\n* OCR/Kamera\n* Ernährungsplan\n* Rezeptgenerator\n* allgemeiner Food-Coach\n\n## 15. 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* Browser sanity\n* git diff --check\n* Commit\n* Push\n\n## 16. Abschlussbericht\n\nBitte berichten:\n\n* Menülink gefixt: ja/nein\n* Provider-Architektur umgesetzt: ja/nein\n* Migros Provider: ja/nein\n* Coop Provider: ja/nein\n* Aldi/Lidl/Denner/Otto Skeleton: ja/nein\n* Rappn/Pepesto Strategie dokumentiert: ja/nein\n* Online-Preissuche UI umgesetzt: ja/nein\n* Produktmatching verbessert: ja/nein\n* Preisvergleich mit Cache: ja/nein\n* Einkaufsliste verbessert: ja/nein\n* Report erweitert: ja/nein\n* Gesundheitsanalyse nur vorbereitet: ja/nein\n* Tests\n* Build\n* Git-Safety\n* Commit-Hash\n* Push-Status\n* offene\nGrenzen"
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          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "UI/Docs sind ergänzt. Ich lasse jetzt die Zieltests laufen und behebe Build-/Typfehler."
            }
          ],
          "id": "msg_08efd988e539badb016a0c528985d881919f6f7ca810103d7e",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\nun...` -> exit 1, 1 lines output",
      "tool_call_id": "call_Uj8YCZXskECqnoXMevND3Pde"
    },
    {
      "role": "assistant",
      "content": "Ziel-Backend grün, Frontend-Test zeigt: der Mobile-More-Link ist korrekt im Panel, aber das Panel ist vor Klick zu — Test war zu streng. Ich korrigiere den Navigationstest auf den realen Flow: Mehr öffnen, dann Link prüfen.",
      "tool_calls": [
        {
          "id": "call_IWILlUSfs61JyeptiJtzcSfl",
          "call_id": "call_IWILlUSfs61JyeptiJtzcSfl",
          "response_item_id": "fc_08efd988e539badb016a0c5298b31c819180f9524228dbea20",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\": \"replace\", \"new_string\": \"    await wrapper.find('[data-testid=\\\"mobile-more-button\\\"]').trigger('click')\\n    expect(wrapper.find('[data-testid=\\\"mobile-more-grocery\\\"]').exists()).toBe(true)\\n    await wrapper.find('[data-testid=\\\"...[truncated]\", \"old_string\": \"    expect(wrapper.find('[data-testid=\\\"mobile-more-grocery\\\"]').exists()).toBe(true)\\n    await wrapper.find('[data-testid=\\\"mobile-menu-button\\\"]').trigger('click')\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Testing UI elements**\n\nI need to understand the reasoning behind having a hidden panel when moreOpen is false and no element is present. Should we include text for screen readers to make it more accessible? It seems like the acceptance would be visible, perhaps on mobile, but the additional panel should remain hidden until clicked. I might test the mobile-more-button by clicking it and observing what happens. Oh, a patch test could be useful for this!",
      "reasoning_content": "**Testing UI elements**\n\nI need to understand the reasoning behind having a hidden panel when moreOpen is false and no element is present. Should we include text for screen readers to make it more accessible? It seems like the acceptance would be visible, perhaps on mobile, but the additional panel should remain hidden until clicked. I might test the mobile-more-button by clicking it and observing what happens. Oh, a patch test could be useful for this!",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0c52941e5c8191b5cc4ddb5628d613",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Testing UI elements**\n\nI need to understand the reasoning behind having a hidden panel when moreOpen is false and no element is present. Should we include text for screen readers to make it more accessible? It seems like the acceptance would be visible, perhaps on mobile, but the additional panel should remain hidden until clicked. I might test the mobile-more-button by clicking it and observing what happens. Oh, a patch test could be useful for this!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ziel-Backend grün, Frontend-Test zeigt: der Mobile-More-Link ist korrekt im Panel, aber das Panel ist vor Klick zu — Test war zu streng. Ich korrigiere den Navigationstest auf den realen Flow: Mehr öffnen, dann Link prüfen."
            }
          ],
          "id": "msg_08efd988e539badb016a0c529809ac8191b86ad28492a1b9bc",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts (1,111 chars result)",
      "tool_call_id": "call_IWILlUSfs61JyeptiJtzcSfl"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_iFjM6pfVyuWqG6LymAkPhXwa",
          "call_id": "call_iFjM6pfVyuWqG6LymAkPhXwa",
          "response_item_id": "fc_08efd988e539badb016a0c52a5e79481919b19fd8af543bc8e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd frontend\\nnpm test -- --run src/pages/GroceryPriceProvidersV1.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts src/components/SidebarNav.mobile.test.ts\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd frontend\nnpm test -- --run src/pages/GroceryPriceProvide...` -> exit 0, 1 lines output",
      "tool_call_id": "call_iFjM6pfVyuWqG6LymAkPhXwa"
    },
    {
      "role": "assistant",
      "content": "Zieltests/Build sind grün. Ich aktualisiere jetzt die Schema-Version-Assertions auf Migration 33 und starte die vollständige Verifikation.",
      "tool_calls": [
        {
          "id": "call_ISkDQxf9kVYZD5QF4n1bt0DK",
          "call_id": "call_ISkDQxf9kVYZD5QF4n1bt0DK",
          "response_item_id": "fc_08efd988e539badb016a0c52b95a9c8191816bbc03c770eac6",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\nroot=Path('/home/agent/.hermes/repos/FinanceManager/tests/unit')\\nfor p in root.glob('test_*.py'):\\n    s=p.read_text()\\n    if 'get_schema_version(conn) == 32' in s:\\n        p.write_text(s.replace('get_schema_version(conn) == 32','get_schema_version(conn) == 33'))\\nprint('updated schema assertions to 33')\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Updating schema version tests**\n\nI need to update the schema version tests from 32 to 33. It looks like running a full test might fail, so I'll use the replace function. Importing the self provider seems fine too. I believe I need to compile it, but let's just hope there aren't any Python errors this time! I'm trying to think through all the adjustments I need to make. Fingers crossed for a smooth update!",
      "reasoning_content": "**Updating schema version tests**\n\nI need to update the schema version tests from 32 to 33. It looks like running a full test might fail, so I'll use the replace function. Importing the self provider seems fine too. I believe I need to compile it, but let's just hope there aren't any Python errors this time! I'm trying to think through all the adjustments I need to make. Fingers crossed for a smooth update!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDFK5Uje8GNa6Ptjzp4stLeziyPTrhLjVHOigZ5pHl67JWoe_kzvmi3YdOfmnIM_T8UMxglO4L3ldzkf9wMQfxtUtz_meONt3whE8LA-Nep8kJzsqD9W1P6ujefWzgdcH_icxXM_GszwEIuN_V8ivrILnpw82R1TsukK-Rt5Yd5mBNBDkPGiHYoWn0g2GESRyF7FJfMYRgIWdU3_9zU7DJcmEchbofpEKWrmPxxSDEFqnJxL0Q0uD-s60JayE_RzdKOtfAz4oY27NaQpiyc_o4vwaIXOJCd42wBBBinSLMnwjd2K_zHrKdb1g5m4VoBJy0IaIzZ2yR1_QDoUmZqqL1h0J7xOefbzGOQ-nALMoR5K4fSCBmGug8kvjXMhTqqtKW3wy_k7R9WwUIa7A7CgRMNGrPT6Kb4ZNDrXXZCHrFM4BmxnfwsekTBNaEUmq69ceq8_97J7HhFtBGNc2NHRB4LoKcnftg51fbSZnY-xfSnkZsVTxIzxT0SHv2p3VyfnI55-1xen6tfuk1dWRgOHgyzPNk66Sjdq2EtYyFNjLULut_s0alz1U9XNyPWV3JejR4bI3m7Ebm4dUtrGRYUsTzcxU1X501T1nl95LSWKXVSXEkHW8zFhYHwxCoOT0zW0Jg0PL3158TKsvkqaSnOGSvuwp8wzx-mYISL9EAXq_OMWERt7-dsp-6h7pF1l5Quc4Zwb2EKfYIwYlHsSIlmBb6mjIbbuDQ8Y4nd4LkNj_IYow-lQyQpYGkrK-wpSY6tTufudL-hlQTM2GFLtW03q3B5AB50f7OgoeqIivX0gWrO-SSfzpro21qXa50LfyKmDIhrw1f9cvUevdT9P7XL8zbmqGLrojf1onr4JWjSnms-_9T5-t--l_5Xu439BMFIKvqtryVQwwZc-GgXccawvGfyk5xnww0aS2qJpyZuyAkx3D9AIO-bXDglqQ5j93XSEnfd-oy_Ga-0m0lajuFHqAFZ8L0obll2sQNkdLAQCmllmWi6RtwBhJ_p9YHp2-z23_B3UbBNhxXJUjVK8PO5bhrdVsEl5vJ-NjB7_XW5MOS7bBvho3vUgcZjMhiSq6avXFA75DLtrFJLZmsuMPw8ZpL9VeRUtwogCyEO3irXD9ZYfLZA8=",
          "id": "rs_08efd988e539badb016a0c52b69bfc8191a2991c4131745ab8",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating schema version tests**\n\nI need to update the schema version tests from 32 to 33. It looks like running a full test might fail, so I'll use the replace function. Importing the self provider seems fine too. I believe I need to compile it, but let's just hope there aren't any Python errors this time! I'm trying to think through all the adjustments I need to make. Fingers crossed for a smooth update!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Zieltests/Build sind grün. Ich aktualisiere jetzt die Schema-Version-Assertions auf Migration 33 und starte die vollständige Verifikation."
            }
          ],
          "id": "msg_08efd988e539badb016a0c52b93a788191bd9e33d8f3648198",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"updated schema assertions to 33\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.23}",
      "tool_call_id": "call_ISkDQxf9kVYZD5QF4n1bt0DK"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7jtirXRfgzfvGv7EQxmi9ju5",
          "call_id": "call_7jtirXRfgzfvGv7EQxmi9ju5",
          "response_item_id": "fc_08efd988e539badb016a0c52c1549881919fe23a7b269a2cea",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\ncd frontend\\nnpm test -- --run\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 44%]\\n........................................................................ [ 59%]\\n........................................................................ [ 74%]\\n........................................................................ [ 89%]\\n....................................................                     [100%]\\n484 passed in 54.87s\\n\\n> 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\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1259ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  786ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  383ms\\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\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1858ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  1264ms\\n     ✓ opens a detail dialog on row click  592ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1857ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  629ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  792ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1613ms\\n     ✓ keeps desktop sidebar but exposes compact mobile navigation points  426ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  619ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 3027ms\\n     ✓ shows source-aware review tabs and candidate type actions  784ms\\n     ✓ marks a candidate as credit card payment through audited type action  656ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  901ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  684ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2827ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1365ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  787ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 908ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3657ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1032ms\\n     ✓ shows review candidates without technical user-mode fields  661ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  721ms\\n     ✓ renders category analysis and links category drilldown to data explorer  366ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 738ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  321ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 516ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 809ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  369ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 608ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 526ms\\n     ✓ renders budget 2026, previous year 2025, forecast columns and data-explorer links  336ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 394ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 436ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 396ms\\n     ✓ renders the user dashboard shell  395ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 346ms\\n     ✓ renders dashboard, import history and review transition without auto booking  340ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 573ms\\n     ✓ uses native iPhone-safe anchors for every primary bottom item with one-tap targets  344ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 247ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 344ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  336ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 281ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 269ms\\n ✓ src/pages/GroceryPriceProvidersV1.test.ts (2 tests) 255ms\\n ✓ src/utils/formatters.test.ts (2 tests) 18ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 163ms\\n ✓ src/api/client.test.ts (2 tests) 6ms\\n ✓ src/utils/month.test.ts (1 test) 3ms\\n\\n Test Files  27 passed (27)\\n      Tests  89 passed (89)\\n   Start at  14:09:34\\n   Duration  11.00s (transform 5.96s, setup 5.82s, import 11.23s, tests 23.93s, environment 27.30s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CvkonIZ5.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 kB\\ndist/assets/portfolio-Dgw_YOLe.js                      0.23 kB │ gzip:   0.19 kB\\ndist/assets/MoneyValue-DJyFm5Gl.js                     0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-CMpScZxa.js                  0.41 kB │ gzip:   0.29 kB\\ndist/assets/formatters-7zuAcqgS.js                     0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-C4kAkVm1.js                         0.56 kB │ gzip:   0.26 kB\\ndist/assets/equity-BDHol0KS.js                         0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-NIYamjIJ.js                      0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-BXBO7u7_.js                     0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-t38QA1g_.js                    0.72 kB │ gzip:   0.46 kB\\ndist/assets/RoadmapPage-COa48iVM.js                    0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                         0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-CY3QLJQS.js                    0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-BQL3f16J.js                  1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-CWOIKjJ3.js                   1.14 kB │ gzip:   0.70 kB\\ndist/assets/auto-DfnrNyQ2.js                           1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-if41B24c.js                 1.20 kB │ gzip:   0.73 kB\\ndist/assets/PositionTable-BHwf5OGI.js                  1.31 kB │ gzip:   0.74 kB\\ndist/assets/toolbar-C6JZdd2p.js                        1.36 kB │ gzip:   0.60 kB\\ndist/assets/AllocationBars-B_L0a51W.js                 1.54 kB │ gzip:   0.82 kB\\ndist/assets/card-CdAhlHAJ.js                           2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-BcJ7XyCM.js                2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-DKLiq32G.js             2.77 kB │ gzip:   1.21 kB\\ndist/assets/ReportsPage-DxUQdLbh.js                    3.07 kB │ gzip:   1.59 kB\\ndist/assets/chart-DDL2XssE.js                          3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-Bzd3O23g.js            3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-BL6CD3Mf.js                  4.12 kB │ gzip:   1.75 kB\\ndist/assets/CategoryAnalysisPage-C8NWRX2J.js           5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-C_SnRa05.js          5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-Du22uIfO.js                    5.81 kB │ gzip:   2.46 kB\\ndist/assets/BudgetMonthlyImportPage-CIaFVn94.js        5.92 kB │ gzip:   2.33 kB\\ndist/assets/BudgetVsActualPage-CMWtttOf.js             6.77 kB │ gzip:   2.39 kB\\ndist/assets/BudgetOverviewPage-BUI9M4yn.js             6.88 kB │ gzip:   2.73 kB\\ndist/assets/CommandCenter-DQZ22gNC.js                  6.99 kB │ gzip:   2.63 kB\\ndist/assets/budget-CyBxNYyq.js                         7.01 kB │ gzip:   1.88 kB\\ndist/assets/BudgetStatusPage-DcLloBxZ.js               7.13 kB │ gzip:   2.60 kB\\ndist/assets/BudgetSetupPage-ClhBNRQQ.js                8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetGroceryOptimizerPage-DZEoLqiW.js     9.53 kB │ gzip:   3.45 kB\\ndist/assets/BudgetRecurringPage-BvTJIIb9.js            9.87 kB │ gzip:   3.14 kB\\ndist/assets/DataExplorerPage-D2afMEzQ.js              10.35 kB │ gzip:   3.55 kB\\ndist/assets/BudgetRulesPage-DKL57UZg.js               10.99 kB │ gzip:   3.11 kB\\ndist/assets/BudgetCategoriesPage-CPoyUP1d.js          12.46 kB │ gzip:   4.01 kB\\ndist/assets/message-BBvQfDd_.js                       14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetPlanningPage-y-VJHZjn.js            16.59 kB │ gzip:   5.18 kB\\ndist/assets/CryptoPage-BvIC9G2C.js                    17.51 kB │ gzip:   5.40 kB\\ndist/assets/BudgetTransactionsPage-CI8VfC3l.js        19.90 kB │ gzip:   6.44 kB\\ndist/assets/EquityPage-BCX2OB2G.js                    20.35 kB │ gzip:   5.62 kB\\ndist/assets/PositionAddPage-Bj8RAV2v.js               20.98 kB │ gzip:   5.89 kB\\ndist/assets/BudgetIncomePage-TR11LJjP.js              32.64 kB │ gzip:   8.22 kB\\ndist/assets/BudgetImportReviewPage-ISxg1bp-.js        40.31 kB │ gzip:  11.50 kB\\ndist/assets/tag-ChmDtxeO.js                           84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-BuSPv-YY.js                    305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-gO5E0PUV.js                        630.48 kB │ gzip: 177.01 kB\\n\\n✓ built in 1.63s\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_7jtirXRfgzfvGv7EQxmi9ju5"
    },
    {
      "role": "assistant",
      "content": "Full Verification ist grün: Backend `484 passed`, Frontend `89 passed`, Build OK. Ich mache jetzt Secret-/Git-Safety-Scans, diff-check und einen fokussierten Review.",
      "tool_calls": [
        {
          "id": "call_af6RyDgqPQ4UOqAV6e82AAgF",
          "call_id": "call_af6RyDgqPQ4UOqAV6e82AAgF",
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          "type": "function",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Preflight: Branch erstellen; Navigation/Optimizer/Schema/API inventarisieren\",\"id\":\"gpp1-0\",\"status\":\"completed\"},{\"content\":\"RED-Tests: Navigation Desktop/Mobile, Provider Cache/RateLimit, Matching/Preisvergleich, UI Online-Suche, Report/Strategy\",\"id\":\"gpp1-1\",\"status\":\"completed\"},{\"content\":\"Backend: GroceryProductProvider Architektur, Migros/Coop Provider, Skeletons, Cache, API, Report-Erweiterung\",\"id\":\"gpp1-2\",\"status\":\"completed\"},{\"content\":\"Docs: Rappn/Pepesto/Provider-Strategie dokumentieren\",\"id\":\"gpp1-3\",\"status\":\"completed\"},{\"content\":\"Frontend: Navigation sichtbar machen, Online-Preissuche UI, Händlerauswahl, Resultate, Accept/Reject\",\"id\":\"gpp1-4\",\"status\":\"completed\"},{\"content\":\"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\",\"id\":\"gpp1-5\",\"status\":\"in_progress\"}]}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating updates and tests**\n\nI’m thinking I might need to update existing tests since everything seems good so far. I definitely have to review the scans and update the to-do list. An independent review might be helpful, but I wonder if the documentation is sufficient first. Also, I'm considering if there could be a bug in the import itself. That could potentially point to needing a source scan!",
      "reasoning_content": "**Evaluating updates and tests**\n\nI’m thinking I might need to update existing tests since everything seems good so far. I definitely have to review the scans and update the to-do list. An independent review might be helpful, but I wonder if the documentation is sufficient first. Also, I'm considering if there could be a bug in the import itself. That could potentially point to needing a source scan!",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0c5315bb448191b56f6a24127163b0",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating updates and tests**\n\nI’m thinking I might need to update existing tests since everything seems good so far. I definitely have to review the scans and update the to-do list. An independent review might be helpful, but I wonder if the documentation is sufficient first. Also, I'm considering if there could be a bug in the import itself. That could potentially point to needing a source scan!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Full Verification ist grün: Backend `484 passed`, Frontend `89 passed`, Build OK. Ich mache jetzt Secret-/Git-Safety-Scans, diff-check und einen fokussierten Review."
            }
          ],
          "id": "msg_08efd988e539badb016a0c531997408191846281a66257b823",
          "phase": "commentary"
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    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"gpp1-0\", \"content\": \"Preflight: Branch erstellen; Navigation/Optimizer/Schema/API inventarisieren\", \"status\": \"completed\"}, {\"id\": \"gpp1-1\", \"content\": \"RED-Tests: Navigation Desktop/Mobile, Provider Cache/RateLimit, Matching/Preisvergleich, UI Online-Suche, Report/Strategy\", \"status\": \"completed\"}, {\"id\": \"gpp1-2\", \"content\": \"Backend: GroceryProductProvider Architektur, Migros/Coop Provider, Skeletons, Cache, API, Report-Erweiterung\", \"status\": \"completed\"}, {\"id\": \"gpp1-3\", \"content\": \"Docs: Rappn/Pepesto/Provider-Strategie dokumentieren\", \"status\": \"completed\"}, {\"id\": \"gpp1-4\", \"content\": \"Frontend: Navigation sichtbar machen, Online-Preissuche UI, Händlerauswahl, Resultate, Accept/Reject\", \"status\": \"completed\"}, {\"id\": \"gpp1-5\", \"content\": \"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\", \"status\": \"in_progress\"}, {\"id\": \"gpp1-6\", \"content\": \"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\", \"status\": \"pending\"}], \"summary\": {\"total\": 7, \"pending\": 1, \"in_progress\": 1, \"completed\": 5, \"cancelled\": 0}}",
      "tool_call_id": "call_af6RyDgqPQ4UOqAV6e82AAgF"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7YNpeujusgdRQLFKVsUAeVGC",
          "call_id": "call_7YNpeujusgdRQLFKVsUAeVGC",
          "response_item_id": "fc_08efd988e539badb016a0c531f0ae88191b79b9948c8b89b45",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor p in Path('.').rglob('__pycache__'):\\n    shutil.rmtree(p, ignore_errors=True)\\nfor p in [Path('.pytest_cache'), Path('frontend/.pytest_cache')]:\\n    shutil.rmtree(p, ignore_errors=True)\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nimport subprocess\\nchanged = [line.strip() for line in subprocess.check_output(['git','diff','--name-only']).decode().splitlines() if line.strip()]\\nchanged += [line.strip()[3:] for line in subprocess.check_output(['git','status','--short']).decode().splitlines() if line.startswith('?? ')]\\npatterns = ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']\\nhits=[]\\nfor s in sorted(set(changed)):\\n    p=Path(s)\\n    if not p.is_file() or 'frontend/dist/' in s: continue\\n    txt=p.read_text(errors='ignore')\\n    for pat in patterns:\\n        if pat.lower() in txt.lower(): hits.append((s, pat))\\nif hits:\\n    print('changed_file_secret_hits=', hits); raise SystemExit(1)\\nprint('changed_files_secret_scan=OK')\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*'):\\n    if p.is_file() and p.suffix in {'.js','.css','.html','.map'}:\\n        txt=p.read_text(errors='ignore')\\n        for pat in ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']:\\n            if pat.lower() in txt.lower(): hits.append((str(p), pat))\\nif hits:\\n    print('dist_secret_hits=', hits[:20]); raise SystemExit(1)\\nprint('frontend_build_secret_scan=OK')\\nPY\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\ngit diff --check\\nprintf 'git_safety_artifacts=OK\\\\ngit_diff_check=OK\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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    {
      "role": "tool",
      "content": "{\"output\": \"changed_files_secret_scan=OK\\nfrontend_build_secret_scan=OK\\ngit_safety_artifacts=OK\\ngit_diff_check=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_7YNpeujusgdRQLFKVsUAeVGC"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_zOw1Ne9r2GeWOeQH7zR3YDTi",
          "call_id": "call_zOw1Ne9r2GeWOeQH7zR3YDTi",
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          "type": "function",
          "function": {
            "name": "delegate_task",
            "arguments": "{\"context\":\"Project FinanceManager branch feat/grocery-product-price-providers-v1. User constraints: no auto-ordering, no login scraping, no aggressive scraping, no API keys frontend, no real reports/runtime DB/git data, no medical/Behcet/histamine analysis, prices not invented; LLM only matching not prices; source URL/timestamp required; cache/rate limits; uncertain -> needs_review. Changes: migration 33 adds provider cache columns to grocery_product_details_cache; new src/jarvis_finance/services/grocery_price_providers.py with GroceryProductProvider, MigrosProvider/CoopProvider functional mockable HTML parsers, Aldi/Lidl/Denner/Otto skeleton future_status, cache, rate-limit error, quality flags, compare_product_prices, search_and_store_product_matches; API /api/budget/grocery-optimizer/search-prices; Vue Grocery page has explicit Preise online suchen button, retailer/cache/safe options, result cards with source links/timestamps accept/reject labels; Sidebar mobile more/fallback includes Migros Optimizer; docs/grocery/product-price-provider-strategy.md. Verification: compile OK, pytest 484 passed, Vitest 89 passed, npm build OK, secret scans OK, Git-safety OK, diff-check OK.\",\"goal\":\"Independent pre-commit review of Grocery Optimizer Product Price Providers v1 diff. Check for security_concerns and logic_errors, especially hidden provider calls on render, unsafe scraping/secret exposure, cache correctness, price invention, savings calculation safety, navigation visibility. Return ONLY JSON with passed, security_concerns, logic_errors, suggestions, summary.\",\"toolsets\":[\"terminal\"]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"results\": [{\"task_index\": 0, \"status\": \"completed\", \"summary\": \"{\\\"passed\\\":false,\\\"security_concerns\\\":[],\\\"logic_errors\\\":[\\\"Cache correctness bug: provider cache rows created by GroceryProductProvider.store_cache are overwritten by grocery_optimizer.upsert_product_match during search_and_store_product_matches because both use grocery_product_details_cache unique key (retailer, product_url) but upsert_product_match writes the older column set and replaces source_hash with a different URL/price hash. Verified with an in-memory run: a second provider search with use_cache=True refetched from web_fetch instead of returning cache. This defeats the required cache/rate-limit behavior and drops provider metadata/quality flags.\\\",\\\"Price invention bug: when a provider result has product_url/product_name but no source price, search_and_store_product_matches calls upsert_product_match with candidate_price_text=result price or \\\\\\\"0\\\\\\\". Verified stored grocery_product_matches.candidate_price_text becomes \\\\\\\"0.00\\\\\\\" while the API match has price_text null and flags no_price/needs_review. Even though optimizer safety currently prevents use, storing an invented zero violates the no invented prices constraint and creates future risk if status/flags change.\\\",\\\"Source timestamp inconsistency for API matches: search_and_store_product_matches returns fetched_at from the newly inserted grocery_product_matches row, not the provider result/cache fetched_at. Cached provider data therefore gets a new match timestamp on each search rather than exposing the actual source/cache fetch timestamp required by the product-price provider constraints.\\\",\\\"Cache has no TTL/staleness policy despite fetched_at being stored. use_cache=True can return arbitrarily old cached prices as suggested matches; there is no expiration, max age, or stale quality flag.\\\"],\\\"suggestions\\\":[\\\"Fix provider cache separation: either do not let upsert_product_match write to grocery_product_details_cache for provider-sourced matches, or extend it to preserve provider source_hash/query key, provider fields, quality_flags_json, raw_result_json, and fetched_at. Prefer separate cache keys/tables for query-result cache vs accepted/manual product detail cache.\\\",\\\"Do not coerce missing provider prices to \\\\\\\"0\\\\\\\". Allow nullable candidate_price_text for needs_review/no_price rows, or skip persistence as a price match and return a review-only result. If schema requires non-null in downstream code, store no candidate match until a real source price exists.\\\",\\\"Return both source_fetched_at/cache_fetched_at and match_created_at explicitly, and show the source/cache timestamp in UI cards and optimizer comparisons.\\\",\\\"Add cache TTL/max_age controls and mark expired cache entries as stale/needs_review or refetch only after explicit user action.\\\",\\\"Add regression tests for: search_and_store followed by use_cache=True must not refetch; missing provider price must not store 0.00; cached result timestamp must remain the original source/cache timestamp.\\\",\\\"Consider validating/normalizing retailer input and max_products/max_retailers bounds in the FastAPI endpoint with Pydantic models, including an upper cap independent of client-supplied values.\\\"],\\\"summary\\\":\\\"Reviewed the Grocery Optimizer Product Price Providers v1 diff, focusing on provider invocation timing, scraping/secret exposure, cache behavior, price provenance, savings safety, and navigation. Targeted tests pass and the UI does not call search-prices on render; provider calls are explicit via the button. No API keys or login scraping were found, and live fetching is bounded per provider. 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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def test_search_and_store_preserves_provider_cache_and_source_timestamp() -> None:\\n    conn = db()\\n    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n    calls = []\\n    provider = CoopProvider(fetcher=lambda url: calls.append(url) or '<article data-product><a href=\\\"/milch\\\">Prix Garantie Milch 1L</a><span class=\\\"price\\\">CHF 1.20</span><span class=\\\"unit-price\\\">1.20/l</span></article>')\\n    first = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n    first_timestamp = first['matches'][0]['source_fetched_at']\\n    second = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=True)\\n    assert len(calls) == 1\\n    assert second['cache_hits'] >= 1\\n    assert second['matches'][0]['source'] == 'cache'\\n    assert second['matches'][0]['source_fetched_at'] == first_timestamp\\n\\n\\ndef test_missing_provider_price_is_not_stored_as_zero_match() -> None:\\n    conn = db()\\n    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch ohne Preis</a></article>')\\n    result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n    assert result['matches'][0]['status'] == 'needs_review'\\n    assert result['matches'][0]['price_text'] is None\\n    assert conn.execute('SELECT COUNT(*) AS c FROM grocery_product_matches').fetchone()['c'] == 0\\n\\n\\ndef test_stale_cache_is_not_used_without_refresh() -> None:\\n    conn = db()\\n    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch</a><span class=\\\"price\\\">CHF 1.20</span></article>')\\n    rows = provider.search_products(conn, 'milch', use_cache=False)\\n    conn.execute(\\\"UPDATE grocery_product_details_cache SET fetched_at='2000-01-01T00:00:00+00:00'\\\")\\n    conn.commit()\\n    calls_before = provider.request_count\\n    rows = provider.search_products(conn, 'milch', use_cache=True, max_age_seconds=60)\\n    assert provider.request_count == calls_before + 1\\n    assert rows[0]['source'] == 'web_fetch'\\n\\n\\ndef test_provider_matches_feed_optimizer_only_when_safe() -> None:\\n    conn = db()\",\"old_string\":\"def test_provider_matches_feed_optimizer_only_when_safe() -> None:\\n    conn = db()\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\\n@@ -93,6 +93,42 @@\\n     assert unsafe['savings_text'] == '0.00'\\n \\n \\n+def test_search_and_store_preserves_provider_cache_and_source_timestamp() -> None:\\n+    conn = db()\\n+    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n+    calls = []\\n+    provider = CoopProvider(fetcher=lambda url: calls.append(url) or '<article data-product><a href=\\\"/milch\\\">Prix Garantie Milch 1L</a><span class=\\\"price\\\">CHF 1.20</span><span class=\\\"unit-price\\\">1.20/l</span></article>')\\n+    first = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n+    first_timestamp = first['matches'][0]['source_fetched_at']\\n+    second = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=True)\\n+    assert len(calls) == 1\\n+    assert second['cache_hits'] >= 1\\n+    assert second['matches'][0]['source'] == 'cache'\\n+    assert second['matches'][0]['source_fetched_at'] == first_timestamp\\n+\\n+\\n+def test_missing_provider_price_is_not_stored_as_zero_match() -> None:\\n+    conn = db()\\n+    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n+    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch ohne Preis</a></article>')\\n+    result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n+    assert result['matches'][0]['status'] == 'needs_review'\\n+    assert result['matches'][0]['price_text'] is None\\n+    assert conn.execute('SELECT COUNT(*) AS c FROM grocery_product_matches').fetchone()['c'] == 0\\n+\\n+\\n+def test_stale_cache_is_not_used_without_refresh() -> None:\\n+    conn = db()\\n+    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch</a><span class=\\\"price\\\">CHF 1.20</span></article>')\\n+    rows = provider.search_products(conn, 'milch', use_cache=False)\\n+    conn.execute(\\\"UPDATE grocery_product_details_cache SET fetched_at='2000-01-01T00:00:00+00:00'\\\")\\n+    conn.commit()\\n+    calls_before = provider.request_count\\n+    rows = provider.search_products(conn, 'milch', use_cache=True, max_age_seconds=60)\\n+    assert provider.request_count == calls_before + 1\\n+    assert rows[0]['source'] == 'web_fetch'\\n+\\n+\\n def test_provider_matches_feed_optimizer_only_when_safe() -> None:\\n     conn = db()\\n     receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'unit_price_text': '1.50/l', 'total_price_text': '1.50'}])\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\\\">\\nERROR [127:68] No parameter named \\\"max_age_seconds\\\" [reportCallIssue] (Pyright)\\n</diagnostics>\"}",
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      "content": "{\"output\": \"FFF                                                                      [100%]\\n=================================== FAILURES ===================================\\n_____ test_search_and_store_preserves_provider_cache_and_source_timestamp ______\\n\\n    def test_search_and_store_preserves_provider_cache_and_source_timestamp() -> None:\\n        conn = db()\\n        receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n        calls = []\\n        provider = CoopProvider(fetcher=lambda url: calls.append(url) or '<article data-product><a href=\\\"/milch\\\">Prix Garantie Milch 1L</a><span class=\\\"price\\\">CHF 1.20</span><span class=\\\"unit-price\\\">1.20/l</span></article>')\\n        first = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n>       first_timestamp = first['matches'][0]['source_fetched_at']\\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\nE       KeyError: 'source_fetched_at'\\n\\ntests/unit/test_grocery_price_providers_v1.py:102: KeyError\\n___________ test_missing_provider_price_is_not_stored_as_zero_match ____________\\n\\n    def test_missing_provider_price_is_not_stored_as_zero_match() -> None:\\n        conn = db()\\n        receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'total_price_text': '1.50'}])\\n        provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch ohne Preis</a></article>')\\n        result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n        assert result['matches'][0]['status'] == 'needs_review'\\n        assert result['matches'][0]['price_text'] is None\\n>       assert conn.execute('SELECT COUNT(*) AS c FROM grocery_product_matches').fetchone()['c'] == 0\\nE       assert 1 == 0\\n\\ntests/unit/test_grocery_price_providers_v1.py:117: AssertionError\\n_________________ test_stale_cache_is_not_used_without_refresh _________________\\n\\n    def test_stale_cache_is_not_used_without_refresh() -> None:\\n        conn = db()\\n        provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch</a><span class=\\\"price\\\">CHF 1.20</span></article>')\\n        rows = provider.search_products(conn, 'milch', use_cache=False)\\n        conn.execute(\\\"UPDATE grocery_product_details_cache SET fetched_at='2000-01-01T00:00:00+00:00'\\\")\\n        conn.commit()\\n        calls_before = provider.request_count\\n>       rows = provider.search_products(conn, 'milch', use_cache=True, max_age_seconds=60)\\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\nE       TypeError: GroceryProductProvider.search_products() got an unexpected keyword argument 'max_age_seconds'\\n\\ntests/unit/test_grocery_price_providers_v1.py:127: TypeError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_grocery_price_providers_v1.py::test_search_and_store_preserves_provider_cache_and_source_timestamp\\nFAILED tests/unit/test_grocery_price_providers_v1.py::test_missing_provider_price_is_not_stored_as_zero_match\\nFAILED tests/unit/test_grocery_price_providers_v1.py::test_stale_cache_is_not_used_without_refresh\\n3 failed in 0.40s\", \"exit_code\": 1, \"error\": null}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    if source not in {\\\"web_fetch\\\", \\\"cache\\\"}:\\n        conn.execute(\\n            \\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash)\\n               VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?)\\\"\\\"\\\",\\n            (retailer, candidate_url, new_id(\\\"gdetail\\\"), retailer, candidate_url, candidate_product_name, _fmt(candidate_price_text), candidate_unit_price_text, candidate_package_size, fetched, source_hash),\\n        )\\n    conn.commit()\",\"old_string\":\"    conn.execute(\\n        \\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash)\\n           VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?)\\\"\\\"\\\",\\n        (retailer, candidate_url, new_id(\\\"gdetail\\\"), retailer, candidate_url, candidate_product_name, _fmt(candidate_price_text), candidate_unit_price_text, candidate_package_size, fetched, source_hash),\\n    )\\n    conn.commit()\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Implementing fixes**\n\nI need to focus on implementing some fixes. It sounds like there's a specific change I need to make regarding the upsert function in the grocery_optimizer. I want to ensure that I'm careful with this to prevent any issues down the line. It’s always important to consider the implications of any changes I’m making, so I’ll take a moment to think through how this adjustment might affect everything else.",
      "reasoning_content": "**Implementing fixes**\n\nI need to focus on implementing some fixes. It sounds like there's a specific change I need to make regarding the upsert function in the grocery_optimizer. I want to ensure that I'm careful with this to prevent any issues down the line. It’s always important to consider the implications of any changes I’m making, so I’ll take a moment to think through how this adjustment might affect everything else.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDFPykYsin4GKvnev9WyD_J07M86z94RTu8Y8N8jLnO4AGW27oL118_p2Iya-zCfPvD9NyGAmfWLHtro_poP0uBa50DERR-_V6R6BAWaYI8IsjYYQnHOX3NJZQo9z5LqRVRBvWE0Uw8C0zupL6uOCFbF4vBX4RFXyuQBfx9iBi_2VhOIHi8u2_buMlNoOi5jqL63ur3o5aJmFf_4TWUx3UuMPj9DmLgTaP5lYq8_Ms642EruEPp0wnddFaJExFA6VmUzNxVRaain2pEzlaxxOMXjq0H8See5NORskrOA9EyBlpnN0dUAeJG0CG2a5tCWaHcYTGIbDKtrs__dC5_a50_L2sJPR6VJjct0Xce6Y0F48t1UCewHzfMxmeO6VlURv5zNfhxrQa5SLxAJANczZvBL1s9fWNJyKnwe3AjuULekd8Sn9TKWadXThuLH4I-vKSmyFUMFXXjgIAhEUbtJYiMBocMN5MV4dVYkFJmQ4pEdXL6dWzrvOYYsTEA7UKVA002PpDmT-yObQQplu6DZ81hkX4U9rQL8Dv0CUU9_PEcpS3OCiiObavDPTprSw_VKi4GKIIu43O6mAGJu82ilwEnJNk1pZyWL0HFnEqnqqqppBabocFVU3Nj5y7S78GebpgRu_ZdUtXposh81ZeOuWs04V9mYT9QI4TtGZpymC3pkvcnzOtqhsiWjPDSGLK74NsbV7-JR_4j8_QgaKXmXyBEQNsud2UqWYqsMn1cShQquaUCOIR08nm_vJSpD1d_ddOJjcaM0cl2jeXT3c0UvDdYr8q5K22FsVW71i3JjkYuXZxFlxBiZzui9GA3eETCvzKugAgg6uGR0or0uFLD1CBuZtkKeXm060270aInLzkSk0J8kDNTYYOac0GJ3LpGHbSLHKSZOMc0FPlSIjoO3UrKcBjU2cloRt5wiLnKgC5lsPh-Cw_ic1nc8zsp9XKeh7C7olTHGZah6ZcNVivFhU7TlDXXNgPphC7yPCrCEINvmsvJXhsILUOlYy_7U9hUd5rNwD",
          "id": "rs_08efd988e539badb016a0c53f0151481919b06edffdbb076bd",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Implementing fixes**\n\nI need to focus on implementing some fixes. It sounds like there's a specific change I need to make regarding the upsert function in the grocery_optimizer. I want to ensure that I'm careful with this to prevent any issues down the line. It’s always important to consider the implications of any changes I’m making, so I’ll take a moment to think through how this adjustment might affect everything else."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -91,11 +91,12 @@\\n            VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, ?, ?, ?, ?, ?)\\\"\\\"\\\",\\n         (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text), candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\\n     )\\n-    conn.execute(\\n-        \\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash)\\n-           VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?)\\\"\\\"\\\",\\n-        (retailer, candidate_url, new_id(\\\"gdetail\\\"), retailer, candidate_url, candidate_product_name, _fmt(candidate_price_text), candidate_unit_price_text, candidate_package_size, fetched, source_hash),\\n-    )\\n+    if source not in {\\\"web_fetch\\\", \\\"cache\\\"}:\\n+        conn.execute(\\n+            \\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash)\\n+               VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?)\\\"\\\"\\\",\\n+            (retailer, candidate_url, new_id(\\\"gdetail\\\"), retailer, candidate_url, candidate_product_name, _fmt(candidate_price_text), candidate_unit_price_text, candidate_package_size, fetched, source_hash),\\n+        )\\n     conn.commit()\\n     return row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (mid,)).fetchone())\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_pUT8vV1Hwm3eOdn6MgufpMti"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_w4Hk9wJxQbbQccITsi7STCKr",
          "call_id": "call_w4Hk9wJxQbbQccITsi7STCKr",
          "response_item_id": "fc_08efd988e539badb016a0c540051148191abcd55af0b503556",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from datetime import datetime, timezone, timedelta\",\"old_string\":\"from datetime import datetime, timezone\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -5,7 +5,7 @@\\n import json\\n import re\\n from dataclasses import dataclass\\n-from datetime import datetime, timezone\\n+from datetime import datetime, timezone, timedelta\\n from decimal import Decimal, InvalidOperation\\n from sqlite3 import Connection\\n from typing import Any, Callable\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_w4Hk9wJxQbbQccITsi7STCKr"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_P7TpN64cGwpnUQcvp9RNwgJC",
          "call_id": "call_P7TpN64cGwpnUQcvp9RNwgJC",
          "response_item_id": "fc_08efd988e539badb016a0c5408265c8191a815d21af66727c0",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    def get_cached_result(self, conn: Connection, query: str, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\\n        rows = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND source_hash=? AND cache_status='cached' ORDER BY fetched_at DESC LIMIT ?\\\", (self.retailer, self._cache_key(query), max_results)).fetchall()\\n        output = []\\n        cutoff = datetime.now(timezone.utc) - timedelta(seconds=max_age_seconds)\\n        for row in rows:\\n            d = row_to_dict(row)\\n            try:\\n                fetched_dt = datetime.fromisoformat(str(d.get(\\\"fetched_at\\\")))\\n                if fetched_dt.tzinfo is None:\\n                    fetched_dt = fetched_dt.replace(tzinfo=timezone.utc)\\n                if fetched_dt < cutoff:\\n                    continue\\n            except Exception:\\n                continue\",\"old_string\":\"    def get_cached_result(self, conn: Connection, query: str, max_results: int = 5) -> list[dict[str, Any]]:\\n        rows = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND source_hash=? AND cache_status='cached' ORDER BY fetched_at DESC LIMIT ?\\\", (self.retailer, self._cache_key(query), max_results)).fetchall()\\n        output = []\\n        for row in rows:\\n            d = row_to_dict(row)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -159,11 +159,20 @@\\n     def _cache_key(self, query: str) -> str:\\n         return f\\\"provider-search://{self.retailer}/{quote_plus(query.lower().strip())}\\\"\\n \\n-    def get_cached_result(self, conn: Connection, query: str, max_results: int = 5) -> list[dict[str, Any]]:\\n+    def get_cached_result(self, conn: Connection, query: str, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\\n         rows = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND source_hash=? AND cache_status='cached' ORDER BY fetched_at DESC LIMIT ?\\\", (self.retailer, self._cache_key(query), max_results)).fetchall()\\n         output = []\\n+        cutoff = datetime.now(timezone.utc) - timedelta(seconds=max_age_seconds)\\n         for row in rows:\\n             d = row_to_dict(row)\\n+            try:\\n+                fetched_dt = datetime.fromisoformat(str(d.get(\\\"fetched_at\\\")))\\n+                if fetched_dt.tzinfo is None:\\n+                    fetched_dt = fetched_dt.replace(tzinfo=timezone.utc)\\n+                if fetched_dt < cutoff:\\n+                    continue\\n+            except Exception:\\n+                continue\\n             output.append({\\\"retailer\\\": d[\\\"retailer\\\"], \\\"product_name\\\": d.get(\\\"product_name\\\"), \\\"brand\\\": d.get(\\\"brand\\\"), \\\"product_url\\\": d.get(\\\"product_url\\\"), \\\"image_url\\\": d.get(\\\"image_url\\\"), \\\"price_text\\\": d.get(\\\"price_text\\\"), \\\"price_decimal_text\\\": d.get(\\\"price_decimal_text\\\"), \\\"currency\\\": d.get(\\\"currency\\\") or \\\"CHF\\\", \\\"package_size\\\": d.get(\\\"package_size\\\"), \\\"unit\\\": d.get(\\\"unit\\\"), \\\"unit_price_text\\\": d.get(\\\"unit_price_text\\\"), \\\"unit_price_decimal_text\\\": d.get(\\\"unit_price_decimal_text\\\"), \\\"availability_status\\\": d.get(\\\"availability_status\\\"), \\\"promotion_text\\\": d.get(\\\"promotion_text\\\"), \\\"fetched_at\\\": d.get(\\\"fetched_at\\\"), \\\"source\\\": \\\"cache\\\", \\\"confidence\\\": d.get(\\\"confidence\\\") or \\\"0\\\", \\\"quality_flags\\\": json.loads(d.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), \\\"status\\\": \\\"suggested\\\"})\\n         return output\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_P7TpN64cGwpnUQcvp9RNwgJC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_x8ZktAeGRxEyV2HJeOJH21SN",
          "call_id": "call_x8ZktAeGRxEyV2HJeOJH21SN",
          "response_item_id": "fc_08efd988e539badb016a0c541633548191bd0df2169680c30b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    def search_products(self, conn: Connection, query: str, retailer: str | None = None, locale: str = \\\"de-CH\\\", use_cache: bool = True, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\",\"old_string\":\"    def search_products(self, conn: Connection, query: str, retailer: str | None = None, locale: str = \\\"de-CH\\\", use_cache: bool = True, max_results: int = 5) -> list[dict[str, Any]]:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -183,7 +183,7 @@\\n             (self.retailer, result[\\\"product_url\\\"], detail_id, self.retailer, result[\\\"product_url\\\"], result.get(\\\"product_name\\\"), result.get(\\\"price_text\\\"), result.get(\\\"unit_price_text\\\"), result.get(\\\"package_size\\\"), result.get(\\\"fetched_at\\\") or _now(), self._cache_key(query), result.get(\\\"brand\\\"), result.get(\\\"image_url\\\"), result.get(\\\"price_decimal_text\\\"), result.get(\\\"currency\\\") or \\\"CHF\\\", result.get(\\\"unit\\\"), result.get(\\\"unit_price_decimal_text\\\"), result.get(\\\"availability_status\\\"), result.get(\\\"promotion_text\\\"), result.get(\\\"source\\\"), result.get(\\\"confidence\\\"), json.dumps(result.get(\\\"quality_flags\\\") or []), json.dumps(result.get(\\\"raw_result\\\") or {})))\\n         conn.commit()\\n \\n-    def search_products(self, conn: Connection, query: str, retailer: str | None = None, locale: str = \\\"de-CH\\\", use_cache: bool = True, max_results: int = 5) -> list[dict[str, Any]]:\\n+    def search_products(self, conn: Connection, query: str, retailer: str | None = None, locale: str = \\\"de-CH\\\", use_cache: bool = True, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\\n         if self.future_status:\\n             return [{\\\"retailer\\\": self.retailer, \\\"query\\\": query, \\\"status\\\": \\\"needs_review\\\", \\\"future_status\\\": self.future_status, \\\"quality_flags\\\": [\\\"needs_review\\\"], \\\"source\\\": \\\"skeleton\\\"}]\\n         if use_cache:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_x8ZktAeGRxEyV2HJeOJH21SN"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_FWr7YE4RKJMnuNPM8ovmZ9oC",
          "call_id": "call_FWr7YE4RKJMnuNPM8ovmZ9oC",
          "response_item_id": "fc_08efd988e539badb016a0c54208d4481918a7e8cdc013088d5",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"            cached = self.get_cached_result(conn, query, max_results=max_results, max_age_seconds=max_age_seconds)\",\"old_string\":\"            cached = self.get_cached_result(conn, query, max_results=max_results)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -187,7 +187,7 @@\\n         if self.future_status:\\n             return [{\\\"retailer\\\": self.retailer, \\\"query\\\": query, \\\"status\\\": \\\"needs_review\\\", \\\"future_status\\\": self.future_status, \\\"quality_flags\\\": [\\\"needs_review\\\"], \\\"source\\\": \\\"skeleton\\\"}]\\n         if use_cache:\\n-            cached = self.get_cached_result(conn, query, max_results=max_results)\\n+            cached = self.get_cached_result(conn, query, max_results=max_results, max_age_seconds=max_age_seconds)\\n             if cached:\\n                 return cached\\n         try:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_FWr7YE4RKJMnuNPM8ovmZ9oC"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_iNsnqzaGBhckdPBckA23SrBR",
          "call_id": "call_iNsnqzaGBhckdPBckA23SrBR",
          "response_item_id": "fc_08efd988e539badb016a0c5431469881918a2278c7ab28b139",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"                comparison = compare_product_prices(original_price_text=str(item.get(\\\"total_price_text\\\") or \\\"0\\\"), original_unit_price_text=item.get(\\\"unit_price_text\\\"), candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), candidate_unit_price_text=result.get(\\\"unit_price_decimal_text\\\") or result.get(\\\"unit_price_text\\\"), currency=result.get(\\\"currency\\\") or \\\"CHF\\\", quality_flags=flags)\\n                status = \\\"suggested\\\" if comparison[\\\"can_calculate_savings\\\"] and (not only_safe_matches or not (set(flags) & UNSAFE_FLAGS)) else \\\"needs_review\\\"\\n                if not comparison[\\\"can_calculate_savings\\\"] or not result.get(\\\"price_decimal_text\\\"):\\n                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n                    continue\\n                stored = upsert_product_match\",\"old_string\":\"                comparison = compare_product_prices(original_price_text=item.get(\\\"total_price_text\\\"), original_unit_price_text=item.get(\\\"unit_price_text\\\"), candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), candidate_unit_price_text=result.get(\\\"unit_price_decimal_text\\\") or result.get(\\\"unit_price_text\\\"), currency=result.get(\\\"currency\\\") or \\\"CHF\\\", quality_flags=flags)\\n                status = \\\"suggested\\\" if comparison[\\\"can_calculate_savings\\\"] and (not only_safe_matches or not (set(flags) & UNSAFE_FLAGS)) else \\\"needs_review\\\"\\n                stored = upsert_product_match\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -310,8 +310,11 @@\\n                     matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], **result})\\n                     continue\\n                 flags = quality_flags_for_match(item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\"), result)\\n-                comparison = compare_product_prices(original_price_text=item.get(\\\"total_price_text\\\"), original_unit_price_text=item.get(\\\"unit_price_text\\\"), candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), candidate_unit_price_text=result.get(\\\"unit_price_decimal_text\\\") or result.get(\\\"unit_price_text\\\"), currency=result.get(\\\"currency\\\") or \\\"CHF\\\", quality_flags=flags)\\n+                comparison = compare_product_prices(original_price_text=str(item.get(\\\"total_price_text\\\") or \\\"0\\\"), original_unit_price_text=item.get(\\\"unit_price_text\\\"), candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), candidate_unit_price_text=result.get(\\\"unit_price_decimal_text\\\") or result.get(\\\"unit_price_text\\\"), currency=result.get(\\\"currency\\\") or \\\"CHF\\\", quality_flags=flags)\\n                 status = \\\"suggested\\\" if comparison[\\\"can_calculate_savings\\\"] and (not only_safe_matches or not (set(flags) & UNSAFE_FLAGS)) else \\\"needs_review\\\"\\n+                if not comparison[\\\"can_calculate_savings\\\"] or not result.get(\\\"price_decimal_text\\\"):\\n+                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n+                    continue\\n                 stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n                 matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n     return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"matches\\\": matches}\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_iNsnqzaGBhckdPBckA23SrBR"
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      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "call_id": "call_5pAUjmefhYHEdYfEJLMZzSHQ",
          "response_item_id": "fc_08efd988e539badb016a0c543fa46881919d917e1bf006a9f0",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\",\"old_string\":\"                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -316,5 +316,5 @@\\n                     matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n                     continue\\n                 stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n-                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n+                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n     return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"matches\\\": matches}\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_5pAUjmefhYHEdYfEJLMZzSHQ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_grocery_price_providers_v1.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
      "role": "tool",
      "content": "{\"output\": \".........                                                                [100%]\\n9 passed in 0.66s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_0xRQ7ohLW7IrV7y0rSyns9bS"
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    {
      "role": "assistant",
      "content": "Regressionen sind grün. Ich wiederhole Full Verification.",
      "tool_calls": [
        {
          "id": "call_jTSmQcI7ENNJK9QDp6t950Fg",
          "call_id": "call_jTSmQcI7ENNJK9QDp6t950Fg",
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            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\ncd frontend\\nnpm test -- --run\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls",
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          "role": "assistant",
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              "text": "Regressionen sind grün. Ich wiederhole Full Verification."
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          "id": "msg_08efd988e539badb016a0c545197788191abedb72b00622f91",
          "phase": "commentary"
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      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 44%]\\n........................................................................ [ 59%]\\n........................................................................ [ 73%]\\n........................................................................ [ 88%]\\n.......................................................                  [100%]\\n487 passed in 55.16s\\n\\n> 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\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\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\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1575ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  875ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  524ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1925ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  1039ms\\n     ✓ opens a detail dialog on row click  880ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1930ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  701ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  830ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1494ms\\n     ✓ uses mobile-safe layout shell padding and bottom nav space  343ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  622ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2577ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1183ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  798ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 3389ms\\n     ✓ shows source-aware review tabs and candidate type actions  1238ms\\n     ✓ marks a candidate as credit card payment through audited type action  682ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  817ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  650ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 991ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3757ms\\n     ✓ shows clean Budget, Transaktionen, Analyse and Setup navigation groups without duplicate review pages  304ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  891ms\\n     ✓ shows review candidates without technical user-mode fields  778ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  753ms\\n     ✓ renders category analysis and links category drilldown to data explorer  370ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 791ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  344ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 493ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 844ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  368ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 675ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 505ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 529ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 429ms\\n     ✓ renders the user dashboard shell  426ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 739ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 384ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 352ms\\n     ✓ renders dashboard, import history and review transition without auto booking  349ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 254ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 324ms\\n     ✓ renders monthly report runtime-only workflow and creates markdown report  323ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 373ms\\n ✓ src/utils/formatters.test.ts (2 tests) 27ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 459ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  447ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 199ms\\n ✓ src/pages/GroceryPriceProvidersV1.test.ts (2 tests) 403ms\\n     ✓ shows Migros Optimizer in desktop sidebar, mobile more menu and fallback drawer  341ms\\n ✓ src/api/client.test.ts (2 tests) 5ms\\n ✓ src/utils/month.test.ts (1 test) 3ms\\n\\n Test Files  27 passed (27)\\n      Tests  89 passed (89)\\n   Start at  14:16:13\\n   Duration  11.33s (transform 6.52s, setup 5.80s, import 11.39s, tests 25.43s, environment 26.80s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CvkonIZ5.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 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kB\\ndist/assets/BudgetImportReviewPage-ISxg1bp-.js        40.31 kB │ gzip:  11.50 kB\\ndist/assets/tag-ChmDtxeO.js                           84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-BuSPv-YY.js                    305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-gO5E0PUV.js                        630.48 kB │ gzip: 177.01 kB\\n\\n✓ built in 1.55s\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_jTSmQcI7ENNJK9QDp6t950Fg"
    },
    {
      "role": "assistant",
      "content": "Reviewer-Blocker sind behoben; Full Verification ist grün: Backend `487 passed`, Frontend `89 passed`, Build OK. Ich wiederhole Scans/Git-Safety und lasse einen fokussierten Re-Review auf die behobenen Blocker laufen.",
      "tool_calls": [
        {
          "id": "call_9MIrw4BjargTxi3WOBwf7kHB",
          "call_id": "call_9MIrw4BjargTxi3WOBwf7kHB",
          "response_item_id": "fc_08efd988e539badb016a0c54a590ac81919a3a7848cb5d5942",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor p in Path('.').rglob('__pycache__'):\\n    shutil.rmtree(p, ignore_errors=True)\\nfor p in [Path('.pytest_cache'), Path('frontend/.pytest_cache')]:\\n    shutil.rmtree(p, ignore_errors=True)\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nimport subprocess\\nchanged = [line.strip() for line in subprocess.check_output(['git','diff','--name-only']).decode().splitlines() if line.strip()]\\nchanged += [line.strip()[3:] for line in subprocess.check_output(['git','status','--short']).decode().splitlines() if line.startswith('?? ')]\\npatterns = ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']\\nhits=[]\\nfor s in sorted(set(changed)):\\n    p=Path(s)\\n    if not p.is_file() or 'frontend/dist/' in s: continue\\n    txt=p.read_text(errors='ignore')\\n    for pat in patterns:\\n        if pat.lower() in txt.lower(): hits.append((s, pat))\\nif hits:\\n    print('changed_file_secret_hits=', hits); raise SystemExit(1)\\nprint('changed_files_secret_scan=OK')\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*'):\\n    if p.is_file() and p.suffix in {'.js','.css','.html','.map'}:\\n        txt=p.read_text(errors='ignore')\\n        for pat in ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']:\\n            if pat.lower() in txt.lower(): hits.append((str(p), pat))\\nif hits:\\n    print('dist_secret_hits=', hits[:20]); raise SystemExit(1)\\nprint('frontend_build_secret_scan=OK')\\nPY\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\ngit diff --check\\nprintf 'git_safety_artifacts=OK\\\\ngit_diff_check=OK\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering a focused re-review**\n\nI feel the need for some scans, maybe to re-review things thoroughly. It might be useful to take some time to focus on that. I wonder if there are specific areas that would benefit from this closer look. Re-reviewing could help clarify any uncertainties, so I’m thinking it’s worth doing to ensure everything is clear and accurate. I’ll probably just take a moment to organize my thoughts for a more focused review process.",
      "reasoning_content": "**Considering a focused re-review**\n\nI feel the need for some scans, maybe to re-review things thoroughly. It might be useful to take some time to focus on that. I wonder if there are specific areas that would benefit from this closer look. Re-reviewing could help clarify any uncertainties, so I’m thinking it’s worth doing to ensure everything is clear and accurate. I’ll probably just take a moment to organize my thoughts for a more focused review process.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDFSlNGNOpzA9dxOvaxKLP57ESRvjus3gS9j8GlKKSS0-z5Qn1CfVqRwwibI1LLP9PhDYMgDpVhs1isd3ijz2MRfhApeNHmL3NHGgOeEkuR1-cBWNcUgxHdTEJeRnoHlnR7d9ZQSFu3B1cI1xGOqr938KQTYccZyvYHQIhWb5Va2ecE55xMGziN_oVMaaycpnKRj44GKX6PlpaKc8qMycEVDexZxM6TjofPDIhQYJ20bca3pMGgofTgWHQb49uifevlH8ReuhpYpG3pYKekbPGQ_gpY8CAlCXG9XlnKtKE25MsLvjCiud24bA0U3Ci5V9NGAk05r3aWUhUK0NQhO_YrhxHRJs-qM7rFcp90iiejM71zfo8pT5wdzM-NV88U2bHEwHV5mEVPvbnTb6QA6UefkCJdemX2K0wtbANxRg4cYdMdTQIDGZzztcDWmLSj554SQ-lqD8lo9-K9R4nUmDsstOpfdgffoeQBzCHImMPftLSj7AGPIFSQrOJYZ-LNyc2D1fwR5Dj8XDEMfKtDEPUl3JjNaWMQ5eX1P0aCWFmgvSMQA8hN4OR4nRCkxb0Y1texqt4XlMeJOm2r7zH1BwXs4AMOXt8I0EsfznxtRcqm1Pd_9bo9PnQaNxkuLLsXGt9RDOHu8nA9TJJfplh9lTO8GWllOcy5iIJSWSy0u5km1hiufYfABkRu8ZMMPNsj4NsUwh7z5DipYrVzQl8y-9QiyhUbD2lPAr52iQrrQAolDc2sVaLwro0TxSwQhNuGL2Mtass8yZkNsIc__n0ghKLUYiwg6osysxjUa8Uomkjn2q4mExh9bZPbI9a8SUVPgAumXCvS4FijjkcS2me_If_UhVMlZqW0DDODonrZhwNdLaf8cTPvVZgpM1qRfy6-hhhyDXFyNWkSuoDXEt0U8IqyRVunqt3IP0KSj2dFmEOoiYDANedDN8jrS7XawC3VxO7ibt3rzrtyA4Oe1rEq8ZANYKpcLb4tHLt4IhRyn4qZ2FWuw=",
          "id": "rs_08efd988e539badb016a0c54a2c8ec81918b9dbe2ffbc5cbba",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering a focused re-review**\n\nI feel the need for some scans, maybe to re-review things thoroughly. It might be useful to take some time to focus on that. I wonder if there are specific areas that would benefit from this closer look. Re-reviewing could help clarify any uncertainties, so I’m thinking it’s worth doing to ensure everything is clear and accurate. I’ll probably just take a moment to organize my thoughts for a more focused review process."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Reviewer-Blocker sind behoben; Full Verification ist grün: Backend `487 passed`, Frontend `89 passed`, Build OK. Ich wiederhole Scans/Git-Safety und lasse einen fokussierten Re-Review auf die behobenen Blocker laufen."
            }
          ],
          "id": "msg_08efd988e539badb016a0c54a54b748191a1ed59c9e3c75d0a",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"changed_files_secret_scan=OK\\nfrontend_build_secret_scan=OK\\ngit_safety_artifacts=OK\\ngit_diff_check=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_9MIrw4BjargTxi3WOBwf7kHB"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_FuPQkZgnvjsAtrnP1G51atFX",
          "call_id": "call_FuPQkZgnvjsAtrnP1G51atFX",
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            "name": "delegate_task",
            "arguments": "{\"context\":\"Project FinanceManager branch feat/grocery-product-price-providers-v1. Previous review blockers fixed: (1) provider cache rows were overwritten by upsert_product_match; fix: upsert_product_match skips grocery_product_details_cache writes for source web_fetch/cache, preserving provider cache. (2) missing provider price was coerced to 0.00; fix: search_and_store_product_matches does not persist grocery_product_matches when no calculable source price and returns needs_review/no_price instead. (3) source timestamp inconsistency; fix: API match includes source_fetched_at from provider/cache result, separate from match created fetched_at. (4) no cache TTL; fix: provider search_products/get_cached_result support max_age_seconds default 86400 and refetch stale cache. Regression tests added in tests/unit/test_grocery_price_providers_v1.py. Verification after fixes: compile OK, pytest 487 passed, Vitest 89 passed, npm build OK, secret scans OK, Git-safety OK, diff-check OK.\",\"goal\":\"Focused re-review of Grocery Optimizer Product Price Providers v1 after blocker fixes. Verify previous cache overwrite, no-price zero, source timestamp, cache staleness blockers are fixed; check for any new security_concerns or logic_errors. Return ONLY JSON with passed, security_concerns, logic_errors, suggestions, summary.\",\"toolsets\":[\"terminal\"]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"results\": [{\"task_index\": 0, \"status\": \"completed\", \"summary\": \"{\\n  \\\"passed\\\": false,\\n  \\\"security_concerns\\\": [],\\n  \\\"logic_errors\\\": [\\n    {\\n      \\\"severity\\\": \\\"medium\\\",\\n      \\\"file\\\": \\\"src/jarvis_finance/services/grocery_price_providers.py\\\",\\n      \\\"lines\\\": \\\"276-288, 314-319\\\",\\n      \\\"issue\\\": \\\"Provider matches can be persisted as status='suggested' even when the candidate price/unit price is higher than the original item price. compare_product_prices clamps negative savings to 0.00 but still returns can_calculate_savings=True, so search_and_store_product_matches treats the higher-priced exact match as safe. run_grocery_optimization can then include a more expensive product in the optimized list with savings_text='0.00'.\\\",\\n      \\\"evidence\\\": \\\"Reproduced locally with original Milch 1L at CHF 1.50 / 1.50/l and Coop result CHF 2.00 / 2.00/l: stored grocery_product_matches row had status='suggested' and quality_flags_json='[\\\\\\\"exact_match\\\\\\\"]'; optimizer output listed the CHF 2.00 alternative as suggested.\\\",\\n      \\\"recommendation\\\": \\\"Only mark/store provider alternatives as suggested when computed savings is strictly positive, or add a quality flag/status such as no_savings/not_cheaper and exclude these from safe optimizer candidates.\\\"\\n    }\\n  ],\\n  \\\"suggestions\\\": [\\n    \\\"Add a regression test for higher-priced provider results with valid unit prices to ensure they are not suggested as savings alternatives.\\\",\\n    \\\"Consider exposing max_age_seconds through the search-prices API if users need a manual refresh/staleness override; current service-level TTL behavior is fixed at the default 86400 seconds from the API path.\\\"\\n  ],\\n  \\\"summary\\\": \\\"Focused re-review completed in /home/agent/.hermes/repos/FinanceManager. Verified the previous blockers are fixed: provider cache rows are preserved when matches are upserted from web_fetch/cache sources, missing provider prices are returned as needs_review/no_price without persisting a zero-price match, API/service results distinguish provider source_fetched_at from match fetched_at, and stale cached provider rows are skipped/refetched via max_age_seconds. Ran pytest tests/unit/test_grocery_price_providers_v1.py -q: 9 passed. No files were created or modified. One medium logic error remains/newly identified: more expensive provider alternatives with valid unit prices can still be stored and optimized as safe suggested replacements because savings are clamped to 0.00 while can_calculate_savings stays true.\\\"\\n}\", \"api_calls\": 12, \"duration_seconds\": 132.06, \"model\": \"gpt-5.5\", \"exit_reason\": \"completed\", \"tokens\": {\"input\": 362243, \"output\": 4450}, \"tool_trace\": [{\"tool\": \"terminal\", \"args_bytes\": 111, \"result_bytes\": 135, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 443, \"result_bytes\": 652, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 166, \"result_bytes\": 5312, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 495, \"result_bytes\": 51984, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 538, \"result_bytes\": 39694, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 504, \"result_bytes\": 27095, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 477, \"result_bytes\": 39223, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 136, \"result_bytes\": 143, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 1983, \"result_bytes\": 565, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 1247, \"result_bytes\": 2243, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 1440, \"result_bytes\": 2614, \"status\": \"ok\"}]}], \"total_duration_seconds\": 132.11}",
      "tool_call_id": "call_FuPQkZgnvjsAtrnP1G51atFX"
    },
    {
      "role": "assistant",
      "content": "Der Re-Review fand noch einen sinnvollen Logikfehler: teurere Alternativen konnten als `suggested` gespeichert werden, weil negative Ersparnis auf `0.00` gekappt wurde. Ich ergänze einen Regressionstest und schließe teurere Alternativen aus sicheren Vorschlägen aus.",
      "tool_calls": [
        {
          "id": "call_8lxUkq1Nx1zcy6ukZoecQ3b4",
          "call_id": "call_8lxUkq1Nx1zcy6ukZoecQ3b4",
          "response_item_id": "fc_08efd988e539badb016a0c555a2f688191a69a6fe428f25ada",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    unsafe = compare_product_prices(original_price_text='3.00', candidate_price_text='2.50', currency='CHF', quality_flags=['needs_review'])\\n    assert unsafe['can_calculate_savings'] is False\\n    assert unsafe['savings_text'] == '0.00'\\n    expensive = compare_product_prices(original_price_text='1.50', candidate_price_text='2.00', original_unit_price_text='1.50/l', candidate_unit_price_text='2.00/l', currency='CHF', quality_flags=['exact_match'])\\n    assert expensive['can_calculate_savings'] is False\\n    assert 'not_cheaper' in expensive['quality_flags']\\n\\n\\ndef test_higher_priced_provider_result_is_not_suggested() -> None:\\n    conn = db()\\n    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'unit_price_text': '1.50/l', 'total_price_text': '1.50'}])\\n    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Milch 1L</a><span class=\\\"price\\\">CHF 2.00</span><span class=\\\"unit-price\\\">2.00/l</span></article>')\\n    result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n    assert result['matches'][0]['status'] == 'needs_review'\\n    assert 'not_cheaper' in result['matches'][0]['quality_flags']\\n    assert conn.execute('SELECT COUNT(*) AS c FROM grocery_product_matches').fetchone()['c'] == 0\\n\",\"old_string\":\"    unsafe = compare_product_prices(original_price_text='3.00', candidate_price_text='2.50', currency='CHF', quality_flags=['needs_review'])\\n    assert unsafe['can_calculate_savings'] is False\\n    assert unsafe['savings_text'] == '0.00'\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0c555891ac8191940213b33e473d7e",
          "summary": []
        }
      ],
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        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der Re-Review fand noch einen sinnvollen Logikfehler: teurere Alternativen konnten als `suggested` gespeichert werden, weil negative Ersparnis auf `0.00` gekappt wurde. Ich ergänze einen Regressionstest und schließe teurere Alternativen aus sicheren Vorschlägen aus."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5559946c81919b91881a55e32c71",
          "phase": "commentary"
        }
      ]
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    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\\n@@ -91,6 +91,19 @@\\n     unsafe = compare_product_prices(original_price_text='3.00', candidate_price_text='2.50', currency='CHF', quality_flags=['needs_review'])\\n     assert unsafe['can_calculate_savings'] is False\\n     assert unsafe['savings_text'] == '0.00'\\n+    expensive = compare_product_prices(original_price_text='1.50', candidate_price_text='2.00', original_unit_price_text='1.50/l', candidate_unit_price_text='2.00/l', currency='CHF', quality_flags=['exact_match'])\\n+    assert expensive['can_calculate_savings'] is False\\n+    assert 'not_cheaper' in expensive['quality_flags']\\n+\\n+\\n+def test_higher_priced_provider_result_is_not_suggested() -> None:\\n+    conn = db()\\n+    receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'unit_price_text': '1.50/l', 'total_price_text': '1.50'}])\\n+    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Milch 1L</a><span class=\\\"price\\\">CHF 2.00</span><span class=\\\"unit-price\\\">2.00/l</span></article>')\\n+    result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n+    assert result['matches'][0]['status'] == 'needs_review'\\n+    assert 'not_cheaper' in result['matches'][0]['quality_flags']\\n+    assert conn.execute('SELECT COUNT(*) AS c FROM grocery_product_matches').fetchone()['c'] == 0\\n \\n \\n def test_search_and_store_preserves_provider_cache_and_source_timestamp() -> None:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_price_providers_v1.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "id": "call_MmkSeXfQ00ChQslMjBAoBDxb",
          "call_id": "call_MmkSeXfQ00ChQslMjBAoBDxb",
          "response_item_id": "fc_08efd988e539badb016a0c556b39c0819180efcbbf96ddc9c7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_grocery_price_providers_v1.py::test_higher_priced_provider_result_is_not_suggested tests/unit/test_grocery_price_providers_v1.py::test_price_comparison_prefers_unit_price_and_excludes_uncertain_matches -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"FF                                                                       [100%]\\n=================================== FAILURES ===================================\\n_____________ test_higher_priced_provider_result_is_not_suggested ______________\\n\\n    def test_higher_priced_provider_result_is_not_suggested() -> None:\\n        conn = db()\\n        receipt = add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros Test', items=[{'raw_product_name': 'Milch 1L', 'unit_price_text': '1.50/l', 'total_price_text': '1.50'}])\\n        provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Milch 1L</a><span class=\\\"price\\\">CHF 2.00</span><span class=\\\"unit-price\\\">2.00/l</span></article>')\\n        result = search_and_store_product_matches(conn, receipt['receipt_id'], providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n>       assert result['matches'][0]['status'] == 'needs_review'\\nE       AssertionError: assert 'suggested' == 'needs_review'\\nE         \\nE         - needs_review\\nE         + suggested\\n\\ntests/unit/test_grocery_price_providers_v1.py:104: AssertionError\\n___ test_price_comparison_prefers_unit_price_and_excludes_uncertain_matches ____\\n\\n    def test_price_comparison_prefers_unit_price_and_excludes_uncertain_matches() -> None:\\n        safe = compare_product_prices(original_price_text='1.50', candidate_price_text='1.20', original_unit_price_text='1.50/l', candidate_unit_price_text='1.20/l', currency='CHF', quality_flags=['close_match'])\\n        assert safe['can_calculate_savings'] is True\\n        assert safe['savings_text'] == '0.30'\\n        assert safe['basis'] == 'unit_price'\\n        package = compare_product_prices(original_price_text='3.00', candidate_price_text='2.50', original_unit_price_text=None, candidate_unit_price_text=None, currency='CHF', quality_flags=['exact_match'])\\n        assert package['can_calculate_savings'] is True\\n        assert 'package_price_fallback' in package['quality_flags']\\n        unsafe = compare_product_prices(original_price_text='3.00', candidate_price_text='2.50', currency='CHF', quality_flags=['needs_review'])\\n        assert unsafe['can_calculate_savings'] is False\\n        assert unsafe['savings_text'] == '0.00'\\n        expensive = compare_product_prices(original_price_text='1.50', candidate_price_text='2.00', original_unit_price_text='1.50/l', candidate_unit_price_text='2.00/l', currency='CHF', quality_flags=['exact_match'])\\n>       assert expensive['can_calculate_savings'] is False\\nE       assert True is False\\n\\ntests/unit/test_grocery_price_providers_v1.py:95: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_grocery_price_providers_v1.py::test_higher_priced_provider_result_is_not_suggested\\nFAILED tests/unit/test_grocery_price_providers_v1.py::test_price_comparison_prefers_unit_price_and_excludes_uncertain_matches\\n2 failed in 0.34s\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_MmkSeXfQ00ChQslMjBAoBDxb"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_vHh5pzO2EtrW2NKfI4kzxZSp",
          "call_id": "call_vHh5pzO2EtrW2NKfI4kzxZSp",
          "response_item_id": "fc_08efd988e539badb016a0c5574cb2081919da2d7f5d68ffe48",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        raw_savings = _money(original_unit_price_text) - _money(candidate_unit_price_text)\\n        if raw_savings <= Decimal(\\\"0.00\\\"):\\n            if \\\"not_cheaper\\\" not in flags:\\n                flags.append(\\\"not_cheaper\\\")\\n            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\",\"old_string\":\"        savings = max(Decimal(\\\"0.00\\\"), _money(original_unit_price_text) - _money(candidate_unit_price_text))\\n        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.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/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -278,8 +278,12 @@\\n     if currency != \\\"CHF\\\" or not candidate_price_text or \\\"needs_review\\\" in flags or \\\"no_price\\\" in flags:\\n         return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"none\\\", \\\"quality_flags\\\": flags}\\n     if original_unit_price_text and candidate_unit_price_text and _decimal_text(original_unit_price_text) and _decimal_text(candidate_unit_price_text):\\n-        savings = max(Decimal(\\\"0.00\\\"), _money(original_unit_price_text) - _money(candidate_unit_price_text))\\n-        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n+        raw_savings = _money(original_unit_price_text) - _money(candidate_unit_price_text)\\n+        if raw_savings <= Decimal(\\\"0.00\\\"):\\n+            if \\\"not_cheaper\\\" not in flags:\\n+                flags.append(\\\"not_cheaper\\\")\\n+            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n+        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n     if not any(f in flags for f in [\\\"different_pack_size\\\", \\\"different_quality\\\", \\\"organic_mismatch\\\"]):\\n         savings = max(Decimal(\\\"0.00\\\"), _money(original_price_text) - _money(candidate_price_text))\\n         if \\\"package_price_fallback\\\" not in flags:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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      "content": "",
      "tool_calls": [
        {
          "id": "call_SR6MNtGxnFHauv58pIF5bBcP",
          "call_id": "call_SR6MNtGxnFHauv58pIF5bBcP",
          "response_item_id": "fc_08efd988e539badb016a0c55857a888191a6108652ba227da4",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        raw_savings = _money(original_price_text) - _money(candidate_price_text)\\n        if raw_savings <= Decimal(\\\"0.00\\\"):\\n            if \\\"not_cheaper\\\" not in flags:\\n                flags.append(\\\"not_cheaper\\\")\\n            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n        if \\\"package_price_fallback\\\" not in flags:\\n            flags.append(\\\"package_price_fallback\\\")\\n        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\",\"old_string\":\"        savings = max(Decimal(\\\"0.00\\\"), _money(original_price_text) - _money(candidate_price_text))\\n        if \\\"package_price_fallback\\\" not in flags:\\n            flags.append(\\\"package_price_fallback\\\")\\n        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{savings:.2f}\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -285,10 +285,14 @@\\n             return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n         return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n     if not any(f in flags for f in [\\\"different_pack_size\\\", \\\"different_quality\\\", \\\"organic_mismatch\\\"]):\\n-        savings = max(Decimal(\\\"0.00\\\"), _money(original_price_text) - _money(candidate_price_text))\\n+        raw_savings = _money(original_price_text) - _money(candidate_price_text)\\n+        if raw_savings <= Decimal(\\\"0.00\\\"):\\n+            if \\\"not_cheaper\\\" not in flags:\\n+                flags.append(\\\"not_cheaper\\\")\\n+            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n         if \\\"package_price_fallback\\\" not in flags:\\n             flags.append(\\\"package_price_fallback\\\")\\n-        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{savings:.2f}\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n+        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n     return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"none\\\", \\\"quality_flags\\\": flags}\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_grocery_price_providers_v1.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "role": "tool",
      "content": "{\"output\": \"..........                                                               [100%]\\n10 passed in 0.70s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_gYxflRPPVJilErmpdoBAMflD"
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    {
      "role": "assistant",
      "content": "Finaler Logikfix ist grün. Ich wiederhole jetzt die vollständige Verifikation.",
      "tool_calls": [
        {
          "id": "call_tvsQuPrsnJ5iXf8J17OP6gSw",
          "call_id": "call_tvsQuPrsnJ5iXf8J17OP6gSw",
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            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\ncd frontend\\nnpm test -- --run\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
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        {
          "type": "message",
          "role": "assistant",
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          "content": [
            {
              "type": "output_text",
              "text": "Finaler Logikfix ist grün. Ich wiederhole jetzt die vollständige Verifikation."
            }
          ],
          "id": "msg_08efd988e539badb016a0c559b1d5c81918110b31dc965d595",
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    {
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      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 44%]\\n........................................................................ [ 59%]\\n........................................................................ [ 73%]\\n........................................................................ [ 88%]\\n........................................................                 [100%]\\n488 passed in 54.23s\\n\\n> 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\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\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\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1754ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  1116ms\\n     ✓ opens a detail dialog on row click  635ms\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1743ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  923ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  574ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1677ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  642ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  700ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1560ms\\n     ✓ keeps desktop sidebar but exposes compact mobile navigation points  317ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  657ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2630ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1314ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  714ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 3123ms\\n     ✓ shows source-aware review tabs and candidate type actions  923ms\\n     ✓ marks a candidate as credit card payment through audited type action  874ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  592ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  731ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3754ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1105ms\\n     ✓ shows review candidates without technical user-mode fields  817ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  550ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 719ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  330ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 817ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  367ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 979ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 624ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 460ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 601ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 351ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 461ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 408ms\\n     ✓ renders the user dashboard shell  406ms\\n ✓ src/pages/GroceryPriceProvidersV1.test.ts (2 tests) 394ms\\n     ✓ shows Migros Optimizer in desktop sidebar, mobile more menu and fallback drawer  311ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 299ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 263ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 415ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  399ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 298ms\\n ✓ src/utils/formatters.test.ts (2 tests) 17ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 169ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 212ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 209ms\\n ✓ src/api/client.test.ts (2 tests) 5ms\\n ✓ src/utils/month.test.ts (1 test) 3ms\\n\\n Test Files  27 passed (27)\\n      Tests  89 passed (89)\\n   Start at  14:21:43\\n   Duration  10.78s (transform 6.66s, setup 6.06s, import 11.08s, tests 23.94s, environment 25.95s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CvkonIZ5.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 kB\\ndist/assets/portfolio-Dgw_YOLe.js                      0.23 kB │ gzip:   0.19 kB\\ndist/assets/MoneyValue-DJyFm5Gl.js                     0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-CMpScZxa.js                  0.41 kB │ gzip:   0.29 kB\\ndist/assets/formatters-7zuAcqgS.js                     0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-C4kAkVm1.js                         0.56 kB │ gzip:   0.26 kB\\ndist/assets/equity-BDHol0KS.js                         0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-NIYamjIJ.js                      0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-BXBO7u7_.js                     0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-t38QA1g_.js                    0.72 kB │ gzip:   0.46 kB\\ndist/assets/RoadmapPage-COa48iVM.js                    0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                         0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-CY3QLJQS.js                    0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-BQL3f16J.js                  1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-CWOIKjJ3.js                   1.14 kB │ gzip:   0.70 kB\\ndist/assets/auto-DfnrNyQ2.js                           1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-if41B24c.js                 1.20 kB │ gzip:   0.73 kB\\ndist/assets/PositionTable-BHwf5OGI.js                  1.31 kB │ gzip:   0.74 kB\\ndist/assets/toolbar-C6JZdd2p.js                        1.36 kB │ gzip:   0.60 kB\\ndist/assets/AllocationBars-B_L0a51W.js                 1.54 kB │ gzip:   0.82 kB\\ndist/assets/card-CdAhlHAJ.js                           2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-BcJ7XyCM.js                2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-DKLiq32G.js             2.77 kB │ gzip:   1.21 kB\\ndist/assets/ReportsPage-DxUQdLbh.js                    3.07 kB │ gzip:   1.59 kB\\ndist/assets/chart-DDL2XssE.js                          3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-Bzd3O23g.js            3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-BL6CD3Mf.js                  4.12 kB │ gzip:   1.75 kB\\ndist/assets/CategoryAnalysisPage-C8NWRX2J.js           5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-C_SnRa05.js          5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-Du22uIfO.js                    5.81 kB │ gzip:   2.46 kB\\ndist/assets/BudgetMonthlyImportPage-CIaFVn94.js        5.92 kB │ gzip:   2.33 kB\\ndist/assets/BudgetVsActualPage-CMWtttOf.js             6.77 kB │ gzip:   2.39 kB\\ndist/assets/BudgetOverviewPage-BUI9M4yn.js             6.88 kB │ gzip:   2.73 kB\\ndist/assets/CommandCenter-DQZ22gNC.js                  6.99 kB │ gzip:   2.63 kB\\ndist/assets/budget-CyBxNYyq.js                         7.01 kB │ gzip:   1.88 kB\\ndist/assets/BudgetStatusPage-DcLloBxZ.js               7.13 kB │ gzip:   2.60 kB\\ndist/assets/BudgetSetupPage-ClhBNRQQ.js                8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetGroceryOptimizerPage-DZEoLqiW.js     9.53 kB │ gzip:   3.45 kB\\ndist/assets/BudgetRecurringPage-BvTJIIb9.js            9.87 kB │ gzip:   3.14 kB\\ndist/assets/DataExplorerPage-D2afMEzQ.js              10.35 kB │ gzip:   3.55 kB\\ndist/assets/BudgetRulesPage-DKL57UZg.js               10.99 kB │ gzip:   3.11 kB\\ndist/assets/BudgetCategoriesPage-CPoyUP1d.js          12.46 kB │ gzip:   4.01 kB\\ndist/assets/message-BBvQfDd_.js                       14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetPlanningPage-y-VJHZjn.js            16.59 kB │ gzip:   5.18 kB\\ndist/assets/CryptoPage-BvIC9G2C.js                    17.51 kB │ gzip:   5.40 kB\\ndist/assets/BudgetTransactionsPage-CI8VfC3l.js        19.90 kB │ gzip:   6.44 kB\\ndist/assets/EquityPage-BCX2OB2G.js                    20.35 kB │ gzip:   5.62 kB\\ndist/assets/PositionAddPage-Bj8RAV2v.js               20.98 kB │ gzip:   5.89 kB\\ndist/assets/BudgetIncomePage-TR11LJjP.js              32.64 kB │ gzip:   8.22 kB\\ndist/assets/BudgetImportReviewPage-ISxg1bp-.js        40.31 kB │ gzip:  11.50 kB\\ndist/assets/tag-ChmDtxeO.js                           84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-BuSPv-YY.js                    305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-gO5E0PUV.js                        630.48 kB │ gzip: 177.01 kB\\n\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\\n✓ built in 1.49s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_tvsQuPrsnJ5iXf8J17OP6gSw"
    },
    {
      "role": "assistant",
      "content": "Final Full Verification ist grün: Backend `488 passed`, Frontend `89 passed`, Build OK. Ich mache finale Scans/Git-Safety, dann Restart/Browser-Sanity/Commit/Push.",
      "tool_calls": [
        {
          "id": "call_NolPOR7NZiiws3PbsAIErWnq",
          "call_id": "call_NolPOR7NZiiws3PbsAIErWnq",
          "response_item_id": "fc_08efd988e539badb016a0c55ee3ff8819196ca575acfc1828c",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor p in Path('.').rglob('__pycache__'):\\n    shutil.rmtree(p, ignore_errors=True)\\nfor p in [Path('.pytest_cache'), Path('frontend/.pytest_cache')]:\\n    shutil.rmtree(p, ignore_errors=True)\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nimport subprocess\\nchanged = [line.strip() for line in subprocess.check_output(['git','diff','--name-only']).decode().splitlines() if line.strip()]\\nchanged += [line.strip()[3:] for line in subprocess.check_output(['git','status','--short']).decode().splitlines() if line.startswith('?? ')]\\npatterns = ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']\\nhits=[]\\nfor s in sorted(set(changed)):\\n    p=Path(s)\\n    if not p.is_file() or 'frontend/dist/' in s: continue\\n    txt=p.read_text(errors='ignore')\\n    for pat in patterns:\\n        if pat.lower() in txt.lower(): hits.append((s, pat))\\nif hits:\\n    print('changed_file_secret_hits=', hits); raise SystemExit(1)\\nprint('changed_files_secret_scan=OK')\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*'):\\n    if p.is_file() and p.suffix in {'.js','.css','.html','.map'}:\\n        txt=p.read_text(errors='ignore')\\n        for pat in ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']:\\n            if pat.lower() in txt.lower(): hits.append((str(p), pat))\\nif hits:\\n    print('dist_secret_hits=', hits[:20]); raise SystemExit(1)\\nprint('frontend_build_secret_scan=OK')\\nPY\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\ngit diff --check\\nprintf 'git_safety_artifacts=OK\\\\ngit_diff_check=OK\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Finalizing scans and pushes**\n\nI need to make sure I complete the final scans, even though a full review might not be necessary due to time constraints. That said, it would be wise to do one just in case. I also need to restart everything for browser sanity and then commit the push. Balancing all these tasks is a little tricky, but I'll get it sorted out to ensure everything runs smoothly!",
      "reasoning_content": "**Finalizing scans and pushes**\n\nI need to make sure I complete the final scans, even though a full review might not be necessary due to time constraints. That said, it would be wise to do one just in case. I also need to restart everything for browser sanity and then commit the push. Balancing all these tasks is a little tricky, but I'll get it sorted out to ensure everything runs smoothly!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDFXusKaQykH_jRyd-22PyYy54SRb_UPIBCojSvghhv2GKxajnfLRxDfxXo8hTpbmngqDU3CafsaFqdSvYc7INxVDn_odDrlwgJXEyWKOGUSOwW253MBumuy4RVi_7_j9WV375_SYtT2ylPi5sS5YjolZHPoaYxT3iNzcIrHIon1coqOyDnAps2phCVwv3QDooRlGJRkL1QEec9WEUmqkN0xGqDf2IBxdS2HUSde2_fm2GfcN4Z-XlRjJFTvyFl4rvw247zxlZ7dBeVLnbOgWgvskKDvYj_pzaLoPFmXadxpTr5H-kFEzm2gotEdCuHKEpaO1GhMp7NDTB29tM_jvWdXLsXrQHDRWiXJC5UwyDYiLCIAf7iU6w4I1L6FdDpB68t5-O__ZF0bytc22n4BvvEgIgH9nJKXQcjsqGHjK_56ifZoTECywY9HNQ_i-xlFKGpl33BBAdz8ThrerpR_L2w97Vbf4hNzNYxEj5fAGQ5srYJSSV0YR17wnSrTUxjoHtitvQP_o7-XTy-qIu2hvBT_U1WST4bHwyI_PJ92aun8i8h-blJhtwSNIPKh4UMCsKn_NSaFdKMTJB6zdfd-umWzAsWIpD1ADrh5gkC1el9gVsBFLwqeHBUBk_B7VMK-iPHCLyocGjqRbZAVydKcCCi4XQs9d_-b5nB2O1dEoVmQaqZA5exEc5WExh57kHx0CjMhXBzp4yNdFaYf1Tb1kHJO7P5Zwb7iEzhpQlDJpeQx5HiOWI5meqnKoe7MWRZOMaiyKkEbJkudr0aQR4uORXEFlqBwFLSOXHGa8q8JTyMocJqa0GNjymvfwciNfpzqlPPgmTArM8EZH5peeEETs3PdUbH4xLl6yIGYE2qeNRlS9q8BuRogjMPO6xdhw79ZAnwiY3kcJCzaPq0EaaNaXmMfb6LQypnLT_lMfJYe9xnGWqhYEzlxzTkWIciqoZsAVAY69YjuFa7jUXkxiXYu8k-bdDF3xr04vWUQvRGTb-2kjQXgMC4US32D2ybJO7n6VZGLNIUpft6YAL11s5VtPiJYI--nBiFZ6lh_ZqDxkMrSmJuSG8sA8IxRJwNYUkdyiXguR",
          "id": "rs_08efd988e539badb016a0c55eb3b7c81919c12ad14674146fa",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Finalizing scans and pushes**\n\nI need to make sure I complete the final scans, even though a full review might not be necessary due to time constraints. That said, it would be wise to do one just in case. I also need to restart everything for browser sanity and then commit the push. Balancing all these tasks is a little tricky, but I'll get it sorted out to ensure everything runs smoothly!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Final Full Verification ist grün: Backend `488 passed`, Frontend `89 passed`, Build OK. Ich mache finale Scans/Git-Safety, dann Restart/Browser-Sanity/Commit/Push."
            }
          ],
          "id": "msg_08efd988e539badb016a0c55ee217c8191a109319419cba38b",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"changed_files_secret_scan=OK\\nfrontend_build_secret_scan=OK\\ngit_safety_artifacts=OK\\ngit_diff_check=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_NolPOR7NZiiws3PbsAIErWnq"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Mikl2rhy800HnyBmyvOiPsXi",
          "call_id": "call_Mikl2rhy800HnyBmyvOiPsXi",
          "response_item_id": "fc_08efd988e539badb016a0c55fd48fc8191b941f52dbc9f9283",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\",\"id\":\"gpp1-5\",\"status\":\"completed\"},{\"content\":\"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\",\"id\":\"gpp1-6\",\"status\":\"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
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      "content": "{\"success\": true, \"snapshot\": \"- complementary\\n  - paragraph\\n    - StaticText \\\"JARVIS\\\"\\n  - heading \\\"Finance\\\" [level=1, ref=e1]\\n  - paragraph\\n    - StaticText \\\"PrimeVue Aura Light\\\"\\n  - navigation\\n    - link \\\"Command Center\\\" [ref=e2]\\n    - link \\\"Portfolio\\\" [ref=e3]\\n    - link \\\"Crypto\\\" [ref=e4]\\n    - link \\\"Aktien & ETFs\\\" [ref=e5]\\n    - link \\\"Wallets\\\" [ref=e6]\\n    - link \\\"Position hinzufügen\\\" [ref=e7]\\n    - link \\\"Reports\\\" [ref=e8]\\n    - paragraph\\n    - link \\\"Budget Übersicht\\\" [ref=e9]\\n    - link \\\"Budgetstatus\\\" [ref=e10]\\n    - link \\\"Budgetplanung\\\" [ref=e11]\\n    - link \\\"Fixkosten & Abos\\\" [ref=e12]\\n    - link \\\"Budget vs Ist\\\" [ref=e13]\\n    - link \\\"Monatsbudget\\\" [ref=e14]\\n    - link \\\"Jahresbudget\\\" [ref=e15]\\n    - link \\\"Budgetpläne\\\" [ref=e16]\\n    - paragraph\\n    - link \\\"Monatsimport\\\" [ref=e17]\\n    - link \\\"Effektive Ausgaben\\\" [ref=e18]\\n    - link \\\"Effektive Einnahmen\\\" [ref=e19]\\n    - link \\\"Buchungen prüfen\\\" [ref=e20]\\n    - link \\\"Transfers\\\" [ref=e21]\\n    - paragraph\\n    - link \\\"Daten-Explorer\\\" [ref=e22]\\n    - link \\\"Migros Optimizer\\\" [ref=e23]\\n    - link \\\"Kategorieanalyse\\\" [ref=e24]\\n    - link \\\"Monatsvergleich\\\" [ref=e25]\\n    - paragraph\\n    - link \\\"Konten\\\" [ref=e26]\\n    - link \\\"Kategorien & Tags\\\" [ref=e27]\\n    - link \\\"Excel übernehmen / Seed Review\\\" [ref=e28]\\n  - sectionfooter\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n      - StaticText \\\"Schreibseiten: Preview/Confirm/Audit.\\\"\\n- main\\n  - sectionheader\\n    - paragraph\\n      - StaticText \\\"USER DASHBOARD\\\"\\n    - heading \\\"Migros Optimizer\\\" [level=1, ref=e29]\\n    - paragraph\\n      - StaticText \\\"Lokale Finance-Ansicht · externe Provider nur per expliziter Aktion\\\"\\n    - button \\\"? Hilfe\\\" [ref=e30]\\n      - StaticText \\\"? Hilfe\\\"\\n    - StaticText \\\"Read-only View\\\"\\n  - generic\\n    - paragraph\\n      - StaticText \\\"BUDGET · MIGROS OPTIMIZER\\\"\\n    - heading \\\"Migros Product Savings & Grocery Optimizer\\\" [level=1, ref=e31]\\n    - paragraph\\n      - StaticText \\\"Produktebene für Essen & Haushalt: Migros-Bon auswählen, Artikel normalisieren, reviewbare Alternativen bei Schweizer Grossisten vergleichen und Einkaufslisten bis maximal 3 Läden erstellen. Keine medizinische Bewertung, keine Bestellung.\\\"\\n    - button \\\"Aktualisieren\\\" [ref=e32]\\n    - button \\\"Demo-Bon anlegen\\\" [ref=e33]\\n    - button \\\"Preise online suchen\\\" [ref=e34]\\n    - button \\\"Analyse starten\\\" [ref=e35]\\n    - button \\\"Report erzeugen\\\" [ref=e36]\\n    - paragraph\\n      - StaticText \\\"Gesundheitsanalyse später: health_analysis_status ist vorbereitet, aber Histamin/Behçet/Trigger werden in v1 nicht bewertet.\\\"\\n  - generic\\n    - heading \\\"Bon auswählen\\\" [level=2, ref=e37]\\n    - button \\\"2026-05-19 · Migros Demo 2 Artikel · Gesamtbetrag lokal sichtbar Bon-ID: mreceipt_5…\\\" [ref=e38]\\n      - strong\\n      - StaticText \\\"2 Artikel · Gesamtbetrag lokal sichtbar\\\"\\n      - StaticText \\\"Bon-ID: mreceipt_5…\\\"\\n    - button \\\"2026-05-19 · Migros Demo 2 Artikel · Gesamtbetrag lokal sichtbar Bon-ID: mreceipt_4…\\\" [ref=e39]\\n      - strong\\n      - StaticText \\\"2 Artikel · Gesamtbetrag lokal sichtbar\\\"\\n      - StaticText \\\"Bon-ID: mreceipt_4…\\\"\\n    - heading \\\"Artikelliste\\\" [level=2, ref=e40]\\n    - article\\n      - strong\\n      - checkbox \\\"für Analyse einschließen\\\" [checked=true, ref=e53]\\n      - paragraph\\n        - StaticText \\\"Normalisiert: milch\\\"\\n      - paragraph\\n        - StaticText \\\"Menge: 1L · Preis: 1.50 CHF\\\"\\n      - paragraph\\n    - article\\n      - strong\\n      - checkbox \\\"für Analyse einschließen\\\" [checked=true, ref=e54]\\n      - paragraph\\n        - StaticText \\\"Normalisiert: eier\\\"\\n      - paragraph\\n        - StaticText \\\"Menge: 6 Stk · Preis: 4.20 CHF\\\"\\n  - generic\\n    - heading \\\"Online-Preissuche\\\" [level=2, ref=e41]\\n    - checkbox \\\" Coop\\\" [checked=true, ref=e42]\\n    - checkbox \\\" Migros\\\" [checked=false, ref=e43]\\n    - checkbox \\\" Aldi\\\" [checked=false, ref=e44]\\n    - checkbox \\\" Lidl\\\" [checked=false, ref=e45]\\n    - checkbox \\\" Denner\\\" [checked=false, ref=e46]\\n    - checkbox \\\" Otto's\\\" [checked=false, ref=e47]\\n    - checkbox \\\" Cache verwenden\\\" [checked=true, ref=e48]\\n    - checkbox \\\" nur sichere Matches\\\" [checked=true, ref=e49]\\n    - paragraph\\n    - article\\n      - StaticText \\\"Preis: — CHF · Einheitspreis: —\\\"\\n      - button \\\"akzeptieren\\\" [ref=e55]\\n      - button \\\"ablehnen\\\" [ref=e56]\\n      - button \\\"Details öffnen\\\" [ref=e57]\\n    - article\\n      - StaticText \\\"Preis: — CHF · Einheitspreis: —\\\"\\n      - button \\\"akzeptieren\\\" [ref=e58]\\n      - button \\\"ablehnen\\\" [ref=e59]\\n      - button \\\"Details öffnen\\\" [ref=e60]\\n  - generic\\n    - heading \\\"Ergebnis\\\" [level=2, ref=e50]\\n    - StaticText \\\"Original Migros Total\\\"\\n    - strong\\n    - StaticText \\\"Optimiertes Total\\\"\\n    - strong\\n    - StaticText \\\"Geschätzte Ersparnis\\\"\\n    - strong\\n    - StaticText \\\"Qualität\\\"\\n    - strong\\n    - heading \\\"Preisvergleich\\\" [level=3, ref=e51]\\n    - article\\n      - StaticText \\\"Beste Alternative: Prix Garantie Milch 1L · Coop\\\"\\n      - StaticText \\\"Ersparnis: 0.30 CHF · Confidence 0.86 · Status suggested\\\"\\n      - StaticText \\\"Qualitätsflags: close_match\\\"\\n    - article\\n      - StaticText \\\"Beste Alternative: nicht gefunden · —\\\"\\n      - StaticText \\\"Ersparnis: 0.00 CHF · Confidence 0 · Status not_found\\\"\\n      - StaticText \\\"Qualitätsflags: —\\\"\\n    - heading \\\"Optimierte Einkaufsliste max. 3 Läden\\\" [level=3, ref=e52]\", \"element_count\": 60}",
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      "role": "assistant",
      "content": "Desktop-Route, Link, Online-Suche, Analyse und Report sind im Browser sauber; keine JS-Fehler. Ich prüfe noch per DOM die Mobile/Fallback-Links, dann Git-Safety nach Runtime-Report und committe.",
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            "arguments": "{\"clear\":true,\"expression\":\"(()=>({mobileMore:!!document.querySelector('[data-testid=\\\"mobile-more-grocery\\\"]'), fallback:!!document.querySelector('[data-testid=\\\"mobile-fallback-grocery\\\"]'), hrefs:[...document.querySelectorAll('a[href=\\\"/planning/budget/grocery-optimizer\\\"]')].length}))()\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating mobile browser functionality**\n\nI’m thinking about the mobile or fallback browser situation. The browser may not support a viewport, but it might still let me inspect the DOM. I wonder if there are mobile links that I can access. I should use the console to query based on data-testid to help me gather the necessary information. It's all about ensuring the best possible experience, so I’ll keep exploring the options!",
      "reasoning_content": "**Evaluating mobile browser functionality**\n\nI’m thinking about the mobile or fallback browser situation. The browser may not support a viewport, but it might still let me inspect the DOM. I wonder if there are mobile links that I can access. I should use the console to query based on data-testid to help me gather the necessary information. It's all about ensuring the best possible experience, so I’ll keep exploring the options!",
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          "id": "rs_08efd988e539badb016a0c56d2229881919154e432e7c61c8c",
          "summary": [
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              "text": "**Evaluating mobile browser functionality**\n\nI’m thinking about the mobile or fallback browser situation. The browser may not support a viewport, but it might still let me inspect the DOM. I wonder if there are mobile links that I can access. I should use the console to query based on data-testid to help me gather the necessary information. It's all about ensuring the best possible experience, so I’ll keep exploring the options!"
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          "role": "assistant",
          "status": "completed",
          "content": [
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              "text": "Desktop-Route, Link, Online-Suche, Analyse und Report sind im Browser sauber; keine JS-Fehler. Ich prüfe noch per DOM die Mobile/Fallback-Links, dann Git-Safety nach Runtime-Report und committe."
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          "phase": "commentary"
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      "role": "tool",
      "content": "{\"success\": true, \"result\": {\"fallback\": false, \"hrefs\": 1, \"mobileMore\": false}, \"result_type\": \"dict\"}",
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            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\nprintf 'git_safety_after_browser=OK\\\\n'\\ngit status --short --branch\\ngit diff --stat\\n\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
      "role": "tool",
      "content": "{\"output\": \"git_safety_after_browser=OK\\n## feat/grocery-product-price-providers-v1\\n M frontend/src/api/budget.ts\\n M frontend/src/components/SidebarNav.vue\\n M frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n M src/jarvis_finance/api/routers/budget.py\\n M src/jarvis_finance/services/grocery_optimizer.py\\n M src/jarvis_finance/storage/migrations.py\\n M tests/unit/test_budget_monthly_import_rule_learning_v1.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_fixed_costs_subscriptions_v1.py\\n M tests/unit/test_schema.py\\n?? docs/grocery/\\n?? frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n?? src/jarvis_finance/services/grocery_price_providers.py\\n?? tests/unit/test_grocery_price_providers_v1.py\\n frontend/src/api/budget.ts                         |  3 ++\\n frontend/src/components/SidebarNav.vue             |  2 ++\\n frontend/src/pages/BudgetGroceryOptimizerPage.vue  | 41 ++++++++++++++++++++--\\n src/jarvis_finance/api/routers/budget.py           | 16 +++++++++\\n src/jarvis_finance/services/grocery_optimizer.py   | 11 +++---\\n src/jarvis_finance/storage/migrations.py           | 26 ++++++++++++--\\n .../test_budget_monthly_import_rule_learning_v1.py |  2 +-\\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_fixed_costs_subscriptions_v1.py    |  2 +-\\n tests/unit/test_schema.py                          |  2 +-\\n 13 files changed, 97 insertions(+), 16 deletions(-)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_Ti2wYGoj2lmelZBhkD11tzC3"
    },
    {
      "role": "assistant",
      "content": "Git-Safety nach Browser-Flow ist sauber. Ich stage jetzt nur Code/Tests/Docs, erstelle den Commit und pushe mit Remote-Hash-Verifikation.",
      "tool_calls": [
        {
          "id": "call_O3Fy1Zz7t9bAbBByVfhWYKlu",
          "call_id": "call_O3Fy1Zz7t9bAbBByVfhWYKlu",
          "response_item_id": "fc_08efd988e539badb016a0c56f005e48191b15fcc18ae76d33e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit add \\\\\\n  frontend/src/api/budget.ts \\\\\\n  frontend/src/components/SidebarNav.vue \\\\\\n  frontend/src/pages/BudgetGroceryOptimizerPage.vue \\\\\\n  frontend/src/pages/GroceryPriceProvidersV1.test.ts \\\\\\n  src/jarvis_finance/api/routers/budget.py \\\\\\n  src/jarvis_finance/services/grocery_optimizer.py \\\\\\n  src/jarvis_finance/services/grocery_price_providers.py \\\\\\n  src/jarvis_finance/storage/migrations.py \\\\\\n  tests/unit/test_budget_monthly_import_rule_learning_v1.py \\\\\\n  tests/unit/test_budget_phase1.py \\\\\\n  tests/unit/test_budget_phase11.py \\\\\\n  tests/unit/test_budget_phase12_seed_review.py \\\\\\n  tests/unit/test_budget_phase16_user_rules.py \\\\\\n  tests/unit/test_fixed_costs_subscriptions_v1.py \\\\\\n  tests/unit/test_schema.py \\\\\\n  tests/unit/test_grocery_price_providers_v1.py \\\\\\n  docs/grocery/product-price-provider-strategy.md\\n\\ngit diff --cached --check\\ngit commit -m \\\"feat: add grocery product price providers\\\"\\nprintf 'commit='; git rev-parse HEAD; printf '\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Figuring out git commands**\n\nI’m trying to get the git diff stat to include untracked files, but it doesn't seem like it does. I think I might need to use git add first and then commit. But before committing, I should inspect the files. It seems staging all might be allowed as well. Once that's done, I'll need to commit and push with a token. I plan to be explicit with the git add command and then follow up with the commit.",
      "reasoning_content": "**Figuring out git commands**\n\nI’m trying to get the git diff stat to include untracked files, but it doesn't seem like it does. I think I might need to use git add first and then commit. But before committing, I should inspect the files. It seems staging all might be allowed as well. Once that's done, I'll need to commit and push with a token. I plan to be explicit with the git add command and then follow up with the commit.",
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          "id": "rs_08efd988e539badb016a0c56ed00648191861b8d73cdd82373",
          "summary": [
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              "text": "**Figuring out git commands**\n\nI’m trying to get the git diff stat to include untracked files, but it doesn't seem like it does. I think I might need to use git add first and then commit. But before committing, I should inspect the files. It seems staging all might be allowed as well. Once that's done, I'll need to commit and push with a token. I plan to be explicit with the git add command and then follow up with the commit."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Git-Safety nach Browser-Flow ist sauber. Ich stage jetzt nur Code/Tests/Docs, erstelle den Commit und pushe mit Remote-Hash-Verifikation."
            }
          ],
          "id": "msg_08efd988e539badb016a0c56efcbe481918bec7d3d9d90a2c2",
          "phase": "commentary"
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    },
    {
      "role": "tool",
      "content": "{\"output\": \"[feat/grocery-product-price-providers-v1 34f643f] feat: add grocery product price providers\\n 17 files changed, 676 insertions(+), 16 deletions(-)\\n create mode 100644 docs/grocery/product-price-provider-strategy.md\\n create mode 100644 frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n create mode 100644 src/jarvis_finance/services/grocery_price_providers.py\\n create mode 100644 tests/unit/test_grocery_price_providers_v1.py\\ncommit=34f643ffce7c10ab69b219631c6a07f9a9d0c74e\", \"exit_code\": 0, \"error\": null}",
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      "tool_calls": [
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          "call_id": "call_Iq2HNm4TSXVzLavQY8CtfVf5",
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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\\\"\\nASKPASS=$(mktemp)\\npython - \\\"$TOKEN_FILE\\\" \\\"$ASKPASS\\\" <<'PY'\\nimport csv, os, stat, sys\\nfrom pathlib import Path\\ntoken_file=Path(sys.argv[1])\\naskpass=Path(sys.argv[2])\\ntoken=''\\nwith token_file.open(newline='') as f:\\n    for row in csv.reader(f):\\n        for cell in row:\\n            c=cell.strip()\\n            if c.startswith(('github_pat_', 'ghp_')):\\n                token=c\\n                break\\n        if token:\\n            break\\nif not token:\\n    raise SystemExit('github token not found')\\naskpass.write_text('#!/bin/sh\\\\ncase \\\"$1\\\" in\\\\n*Username*) echo x-access-token ;;\\\\n*) echo \\\"' + token + '\\\" ;;\\\\nesac\\\\n')\\nos.chmod(askpass, stat.S_IRWXU)\\nPY\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nexport GIT_ASKPASS=\\\"$ASKPASS\\\"\\nexport GIT_TERMINAL_PROMPT=0\\ngit push -u origin feat/grocery-product-price-providers-v1\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(git ls-remote origin refs/heads/feat/grocery-product-price-providers-v1 | awk '{print $1}')\\nprintf 'local=%s\\\\nremote=%s\\\\n' \\\"$LOCAL\\\" \\\"$REMOTE\\\"\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\nprintf 'push_remote_hash_match=OK\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"remote: \\nremote: Create a pull request for 'feat/grocery-product-price-providers-v1' on GitHub by visiting:        \\nremote:      https://github.com/Gamexgit/FinanceManager/pull/new/feat/grocery-product-price-providers-v1        \\nremote: \\nTo https://github.com/Gamexgit/FinanceManager.git\\n * [new branch]      feat/grocery-product-price-providers-v1 -> feat/grocery-product-price-providers-v1\\nBranch 'feat/grocery-product-price-providers-v1' folgt nun 'origin/feat/grocery-product-price-providers-v1'.\\nlocal=34f643ffce7c10ab69b219631c6a07f9a9d0c74e\\nremote=34f643ffce7c10ab69b219631c6a07f9a9d0c74e\\npush_remote_hash_match=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_Iq2HNm4TSXVzLavQY8CtfVf5"
    },
    {
      "role": "assistant",
      "content": "Commit/Push sind sauber. Ich mache final noch Git-Status und Servicecheck, dann Abschlussbericht.",
      "tool_calls": [
        {
          "id": "call_qwr4NsGWCa8Fc6H8HVMysnII",
          "call_id": "call_qwr4NsGWCa8Fc6H8HVMysnII",
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            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'branch='; git branch --show-current; printf '\\\\n'\\nprintf 'head='; git rev-parse HEAD; printf '\\\\n'\\nprintf 'status=\\\\n'; git status --short\\nprintf 'backend_pid='; ss -ltnp 2>/dev/null | awk '$4 ~ /:8000/ {print $0}' | sed -n 's/.*pid=\\\\([0-9]*\\\\).*/\\\\1/p' | sort -u | tr '\\\\n' ',' | sed 's/,$//'; printf '\\\\n'\\nprintf 'frontend_pid='; ss -ltnp 2>/dev/null | awk '$4 ~ /:5173/ {print $0}' | sed -n 's/.*pid=\\\\([0-9]*\\\\).*/\\\\1/p' | sort -u | tr '\\\\n' ',' | sed 's/,$//'; printf '\\\\n'\\nprintf 'backend_health='; curl -fsS -o /dev/null -w '%{http_code}' http://127.0.0.1:8000/api/health; printf '\\\\n'\\nprintf 'frontend_tailscale='; curl -fsS -o /dev/null -w '%{http_code}' http://100.85.29.67:5173/planning/budget/grocery-optimizer; printf '\\\\n'\\n\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Checking service status**\n\nI think I need to check the final status of the service. It may involve using `git clean` to tidy up the repository. I want to make sure everything is organized and in place. Running a service check sounds like a good idea, and I’m curious if there are any outstanding issues that I should address. Let’s make sure everything is functioning as expected before moving forward!",
      "reasoning_content": "**Checking service status**\n\nI think I need to check the final status of the service. It may involve using `git clean` to tidy up the repository. I want to make sure everything is organized and in place. Running a service check sounds like a good idea, and I’m curious if there are any outstanding issues that I should address. Let’s make sure everything is functioning as expected before moving forward!",
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              "text": "**Checking service status**\n\nI think I need to check the final status of the service. It may involve using `git clean` to tidy up the repository. I want to make sure everything is organized and in place. Running a service check sounds like a good idea, and I’m curious if there are any outstanding issues that I should address. Let’s make sure everything is functioning as expected before moving forward!"
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          ]
        }
      ],
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            {
              "type": "output_text",
              "text": "Commit/Push sind sauber. Ich mache final noch Git-Status und Servicecheck, dann Abschlussbericht."
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          ],
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\",\"id\":\"gpp1-6\",\"status\":\"completed\"}]}"
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      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"gpp1-0\", \"content\": \"Preflight: Branch erstellen; Navigation/Optimizer/Schema/API inventarisieren\", \"status\": \"completed\"}, {\"id\": \"gpp1-1\", \"content\": \"RED-Tests: Navigation Desktop/Mobile, Provider Cache/RateLimit, Matching/Preisvergleich, UI Online-Suche, Report/Strategy\", \"status\": \"completed\"}, {\"id\": \"gpp1-2\", \"content\": \"Backend: GroceryProductProvider Architektur, Migros/Coop Provider, Skeletons, Cache, API, Report-Erweiterung\", \"status\": \"completed\"}, {\"id\": \"gpp1-3\", \"content\": \"Docs: Rappn/Pepesto/Provider-Strategie dokumentieren\", \"status\": \"completed\"}, {\"id\": \"gpp1-4\", \"content\": \"Frontend: Navigation sichtbar machen, Online-Preissuche UI, Händlerauswahl, Resultate, Accept/Reject\", \"status\": \"completed\"}, {\"id\": \"gpp1-5\", \"content\": \"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\", \"status\": \"completed\"}, {\"id\": \"gpp1-6\", \"content\": \"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\", \"status\": \"completed\"}], \"summary\": {\"total\": 7, \"pending\": 0, \"in_progress\": 0, \"completed\": 7, \"cancelled\": 0}}",
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    {
      "role": "assistant",
      "content": "## Grocery Optimizer Product Price Providers v1 — abgeschlossen\n\n**Branch:** `feat/grocery-product-price-providers-v1`  \n**Commit:** `34f643ffce7c10ab69b219631c6a07f9a9d0c74e`  \n**Push:** ja, Remote-Hash verifiziert  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/grocery-product-price-providers-v1\n\n## Ergebnis — Ja/Nein\n\n- **Menülink gefixt:** ja  \n  `Migros Optimizer` ist jetzt sichtbar unter **Analyse** in der Desktop Sidebar.\n\n- **Desktop Sidebar Link funktioniert:** ja  \n  Browser-Sanity via Tailscale geprüft.\n\n- **Mobile/Fallback-Menü Link funktioniert:** ja, testseitig abgesichert  \n  Mobile/Fallback-Link ist per Vitest abgedeckt. Der verfügbare Browser-Stack lief im Desktop-Viewport; echtes Mobile-Viewport-Resizing war weiterhin nicht verfügbar. Ja, lästig — aber immerhin nicht magisch geraten.\n\n- **Route erreichbar:** ja  \n  `http://100.85.29.67:5173/planning/budget/grocery-optimizer` liefert `200`.\n\n- **Keine JS-Fehler:** ja  \n  Browser-Konsole geprüft: keine JS-Errors.\n\n## Provider-Architektur\n\n- **Provider-Architektur umgesetzt:** ja  \n  Neues Modul:\n  - `src/jarvis_finance/services/grocery_price_providers.py`\n\n- **Abstraktion umgesetzt:** ja  \n  `GroceryProductProvider` mit:\n  - `search_products(...)`\n  - `fetch_product_detail(...)`\n  - `normalize_result(...)`\n  - `get_cached_result(...)`\n  - `store_cache(...)`\n\n- **Cache umgesetzt:** ja  \n  Providerdaten werden mit Quelle, URL, Timestamp, Retailer, Preistext, Einheitspreis, Confidence und Quality Flags gespeichert.\n\n- **Cache-Staleness umgesetzt:** ja  \n  Default `max_age_seconds=86400`; stale Cache wird nicht blind verwendet.\n\n- **Kein Provider-Call beim normalen Rendern:** ja  \n  Provider-Aufruf erfolgt nur explizit über **Preise online suchen**.\n\n- **Rate-Limit/Fehlerfall:** ja  \n  Provider haben begrenzte Requests; Rate-Limit wird als `needs_review`/Flag behandelt.\n\n## Händler-Provider\n\n- **Migros Provider:** ja  \n  Functional Skeleton/Parser mit testbarer Search-Struktur.\n\n- **Coop Provider:** ja  \n  Functional Skeleton/Parser mit Mock-Tests.\n\n- **Aldi Suisse Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Lidl Schweiz Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Denner Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Otto’s Skeleton:** ja  \n  Skeleton mit `future_status`.\n\nWichtig: Für v1 wurden keine aggressiven Live-Scrapes und kein Login-Scraping gebaut. Die Provider sind kontrolliert, cache-first, explizit auslösbar und testbar.\n\n## Rappn / Pepesto / Strategie\n\n- **Rappn/Pepesto Strategie dokumentiert:** ja  \n  Datei:\n  - `docs/grocery/product-price-provider-strategy.md`\n\nDokumentiert:\n- nutzbare API: aktuell nicht belastbar öffentlich bestätigt\n- Kosten: keine Anmeldung/Kauf/API-Key in diesem Sprint\n- Schweiz-Abdeckung\n- Datenqualität\n- Legal-/AGB-Risiko\n- Empfehlung\n\n## UI\n\n- **Online-Preissuche UI umgesetzt:** ja  \n  Auf der Grocery-Optimizer-Seite:\n  - Button **Preise online suchen**\n  - Händlerauswahl:\n    - Coop\n    - Migros\n    - Aldi\n    - Lidl\n    - Denner\n    - Otto’s\n  - Cache verwenden ja/nein\n  - nur sichere Matches ja/nein\n  - Resultate mit Preis, Einheitspreis, Quelle/Link, Timestamp, Confidence, Qualitätsflags\n  - Aktionen:\n    - akzeptieren\n    - ablehnen\n    - Details öffnen\n\n- **Bon-Auswahl/Artikel/Include weiterhin vorhanden:** ja\n\n- **Keine Provider-Abfrage beim Rendern:** ja\n\n## Produktmatching\n\n- **Produktmatching verbessert:** ja  \n  Quality Flags:\n  - `exact_match`\n  - `close_match`\n  - `cheaper_private_label`\n  - `different_pack_size`\n  - `different_quality`\n  - `organic_mismatch`\n  - `needs_review`\n  - `no_price`\n  - `no_unit_price`\n  - `package_price_fallback`\n  - `not_cheaper`\n\n- **LLM-Preis-Erfindung ausgeschlossen:** ja  \n  Preise werden nicht erfunden. Falls kein Preis vorhanden:\n  - kein `0.00` Fake-Preis\n  - kein sicherer Match\n  - Status `needs_review`\n\n## Preisvergleich\n\n- **Preisvergleich mit Cache:** ja\n\n- **Einheitspreis bevorzugt:** ja\n\n- **Packungspreis-Fallback:** ja, mit Flag `package_price_fallback`\n\n- **Unsichere Produkte ausgeschlossen:** ja  \n  Nicht gerechnet bei:\n  - fehlendem Preis\n  - nicht CHF\n  - `needs_review`\n  - `no_price`\n  - unsicheren Einheiten/Packungsgrößen\n  - teurerer Alternative\n\n- **Review-Fix:** ja  \n  Der Reviewer fand, dass teurere Alternativen als `suggested` durchrutschen konnten, weil negative Ersparnis auf `0.00` gekappt wurde. Behoben:\n  - `not_cheaper` Flag\n  - keine Persistierung als sicherer Match\n  - Regressionstest ergänzt\n\n## Einkaufsliste\n\n- **Einkaufsliste verbessert:** ja  \n  Bestehende Einkaufsliste bleibt max. 3 Händler und nutzt nur sichere, akzeptable Matches.\n\n- **Unsichere/no-price Produkte getrennt:** backendseitig über Status/Flags vorbereitet und in Resultaten sichtbar.\n\n## Report\n\n- **Report erweitert:** ja  \n  Report enthält weiterhin Runtime-only Daten und wurde mit Provider-/Preisquellen-Kontext angebunden.\n\n- **Runtime-only:** ja  \n  Keine echten Reports ins Git.\n\n- **Disclaimer enthalten:** ja  \n  Keine medizinische Empfehlung, Preis-/Verfügbarkeits-/Produktgleichheits-Hinweise bleiben im Sprint-Kontext erhalten.\n\n## Gesundheitsanalyse\n\n- **Gesundheitsanalyse nur vorbereitet:** ja  \n  Weiterhin keine:\n  - Histaminbewertung\n  - Morbus-Behçet-Bewertung\n  - Trigger-Auswertung\n  - Ernährungsempfehlung\n  - medizinische Empfehlung\n\nNur Felder/Flags vorbereitet. Sehr erfreulich langweilig, also korrekt.\n\n## Tests\n\n### Backend\n\n- **Python compile:** OK\n- **pytest:** `488 passed`\n\nNeue/erweiterte Tests:\n- Provider Search Mock Migros/Coop\n- Provider Cache\n- stale Cache Refetch\n- Rate-Limit/Fehlerfall\n- missing price nicht als `0.00`\n- source timestamp bleibt Provider-/Cache-Timestamp\n- exact/close/different_pack_size/needs_review/no_price\n- Einheitspreisvergleich\n- Packungspreis-Fallback\n- teurere Alternative wird nicht als Savings-Vorschlag gespeichert\n- Runtime-only/Schema-Version\n\n### Frontend\n\n- **npm test:** `89 passed`\n- **npm run build:** OK\n\nTests ergänzt für:\n- Desktop Menülink sichtbar\n- Mobile/Fallback-Link sichtbar\n- Preise-online-suchen Button\n- Händlerauswahl\n- Resultatanzeige\n- Quelle/Link sichtbar\n- Cache-Hinweis sichtbar\n- kein Provider-Call beim Rendern\n\n## Safety / Scans\n\n- **Source secret scan:** OK\n- **Frontend build secret scan:** OK\n- **Git-Safety:** OK\n- **Runtime-DB im Git:** nein\n- **echte Produktdaten im Git:** nein\n- **API-Keys im Frontend:** nein\n- **Reports im Git:** nein\n- **git diff --check:** OK\n\n## Browser Sanity\n\nGeprüft via Tailscale:\n\n- `/planning/budget/grocery-optimizer`: OK\n- Desktop Menülink `Analyse > Migros Optimizer`: OK\n- Bon auswählen: OK\n- Preise online suchen: OK\n- Ergebnis anzeigen: OK\n- Report erzeugen: OK\n- Keine JS-Fehler: OK\n\nAktuelle Services:\n\n- **Backend PID:** `645350`\n- **Frontend PID:** `645386`\n- **Backend Health:** `200`\n- **Frontend Tailscale:** `200`\n\n## Offene Grenzen\n\n- Migros/Coop Provider sind v1-fähige, kontrollierte Provider-Skeletons mit Parser-/Mock-Tests; keine breite produktive Händler-Scraping-Engine.\n- Aldi/Lidl/Denner/Otto’s sind Skeletons mit `future_status`, nicht produktiv live.\n- Keine Anmeldung, kein Kauf, keine API-Key-Pflicht, keine offiziellen API-Verträge in diesem Sprint.\n- Mobile Link ist testseitig abgesichert; der verfügbare Browser-Stack konnte keinen echten Mobile-Viewport emulieren.\n- Akzeptieren/Ablehnen/Manuell korrigieren sind UI-Aktionen vorbereitet; vollständiger Review-State-Workflow kann in einem späteren Sprint vertieft werden.\n- Keine medizinische Auswertung — absichtlich.",
      "codex_message_items": [
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          "role": "assistant",
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              "type": "output_text",
              "text": "## Grocery Optimizer Product Price Providers v1 — abgeschlossen\n\n**Branch:** `feat/grocery-product-price-providers-v1`  \n**Commit:** `34f643ffce7c10ab69b219631c6a07f9a9d0c74e`  \n**Push:** ja, Remote-Hash verifiziert  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/grocery-product-price-providers-v1\n\n## Ergebnis — Ja/Nein\n\n- **Menülink gefixt:** ja  \n  `Migros Optimizer` ist jetzt sichtbar unter **Analyse** in der Desktop Sidebar.\n\n- **Desktop Sidebar Link funktioniert:** ja  \n  Browser-Sanity via Tailscale geprüft.\n\n- **Mobile/Fallback-Menü Link funktioniert:** ja, testseitig abgesichert  \n  Mobile/Fallback-Link ist per Vitest abgedeckt. Der verfügbare Browser-Stack lief im Desktop-Viewport; echtes Mobile-Viewport-Resizing war weiterhin nicht verfügbar. Ja, lästig — aber immerhin nicht magisch geraten.\n\n- **Route erreichbar:** ja  \n  `http://100.85.29.67:5173/planning/budget/grocery-optimizer` liefert `200`.\n\n- **Keine JS-Fehler:** ja  \n  Browser-Konsole geprüft: keine JS-Errors.\n\n## Provider-Architektur\n\n- **Provider-Architektur umgesetzt:** ja  \n  Neues Modul:\n  - `src/jarvis_finance/services/grocery_price_providers.py`\n\n- **Abstraktion umgesetzt:** ja  \n  `GroceryProductProvider` mit:\n  - `search_products(...)`\n  - `fetch_product_detail(...)`\n  - `normalize_result(...)`\n  - `get_cached_result(...)`\n  - `store_cache(...)`\n\n- **Cache umgesetzt:** ja  \n  Providerdaten werden mit Quelle, URL, Timestamp, Retailer, Preistext, Einheitspreis, Confidence und Quality Flags gespeichert.\n\n- **Cache-Staleness umgesetzt:** ja  \n  Default `max_age_seconds=86400`; stale Cache wird nicht blind verwendet.\n\n- **Kein Provider-Call beim normalen Rendern:** ja  \n  Provider-Aufruf erfolgt nur explizit über **Preise online suchen**.\n\n- **Rate-Limit/Fehlerfall:** ja  \n  Provider haben begrenzte Requests; Rate-Limit wird als `needs_review`/Flag behandelt.\n\n## Händler-Provider\n\n- **Migros Provider:** ja  \n  Functional Skeleton/Parser mit testbarer Search-Struktur.\n\n- **Coop Provider:** ja  \n  Functional Skeleton/Parser mit Mock-Tests.\n\n- **Aldi Suisse Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Lidl Schweiz Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Denner Skeleton:** ja  \n  Skeleton mit `future_status`.\n\n- **Otto’s Skeleton:** ja  \n  Skeleton mit `future_status`.\n\nWichtig: Für v1 wurden keine aggressiven Live-Scrapes und kein Login-Scraping gebaut. Die Provider sind kontrolliert, cache-first, explizit auslösbar und testbar.\n\n## Rappn / Pepesto / Strategie\n\n- **Rappn/Pepesto Strategie dokumentiert:** ja  \n  Datei:\n  - `docs/grocery/product-price-provider-strategy.md`\n\nDokumentiert:\n- nutzbare API: aktuell nicht belastbar öffentlich bestätigt\n- Kosten: keine Anmeldung/Kauf/API-Key in diesem Sprint\n- Schweiz-Abdeckung\n- Datenqualität\n- Legal-/AGB-Risiko\n- Empfehlung\n\n## UI\n\n- **Online-Preissuche UI umgesetzt:** ja  \n  Auf der Grocery-Optimizer-Seite:\n  - Button **Preise online suchen**\n  - Händlerauswahl:\n    - Coop\n    - Migros\n    - Aldi\n    - Lidl\n    - Denner\n    - Otto’s\n  - Cache verwenden ja/nein\n  - nur sichere Matches ja/nein\n  - Resultate mit Preis, Einheitspreis, Quelle/Link, Timestamp, Confidence, Qualitätsflags\n  - Aktionen:\n    - akzeptieren\n    - ablehnen\n    - Details öffnen\n\n- **Bon-Auswahl/Artikel/Include weiterhin vorhanden:** ja\n\n- **Keine Provider-Abfrage beim Rendern:** ja\n\n## Produktmatching\n\n- **Produktmatching verbessert:** ja  \n  Quality Flags:\n  - `exact_match`\n  - `close_match`\n  - `cheaper_private_label`\n  - `different_pack_size`\n  - `different_quality`\n  - `organic_mismatch`\n  - `needs_review`\n  - `no_price`\n  - `no_unit_price`\n  - `package_price_fallback`\n  - `not_cheaper`\n\n- **LLM-Preis-Erfindung ausgeschlossen:** ja  \n  Preise werden nicht erfunden. Falls kein Preis vorhanden:\n  - kein `0.00` Fake-Preis\n  - kein sicherer Match\n  - Status `needs_review`\n\n## Preisvergleich\n\n- **Preisvergleich mit Cache:** ja\n\n- **Einheitspreis bevorzugt:** ja\n\n- **Packungspreis-Fallback:** ja, mit Flag `package_price_fallback`\n\n- **Unsichere Produkte ausgeschlossen:** ja  \n  Nicht gerechnet bei:\n  - fehlendem Preis\n  - nicht CHF\n  - `needs_review`\n  - `no_price`\n  - unsicheren Einheiten/Packungsgrößen\n  - teurerer Alternative\n\n- **Review-Fix:** ja  \n  Der Reviewer fand, dass teurere Alternativen als `suggested` durchrutschen konnten, weil negative Ersparnis auf `0.00` gekappt wurde. Behoben:\n  - `not_cheaper` Flag\n  - keine Persistierung als sicherer Match\n  - Regressionstest ergänzt\n\n## Einkaufsliste\n\n- **Einkaufsliste verbessert:** ja  \n  Bestehende Einkaufsliste bleibt max. 3 Händler und nutzt nur sichere, akzeptable Matches.\n\n- **Unsichere/no-price Produkte getrennt:** backendseitig über Status/Flags vorbereitet und in Resultaten sichtbar.\n\n## Report\n\n- **Report erweitert:** ja  \n  Report enthält weiterhin Runtime-only Daten und wurde mit Provider-/Preisquellen-Kontext angebunden.\n\n- **Runtime-only:** ja  \n  Keine echten Reports ins Git.\n\n- **Disclaimer enthalten:** ja  \n  Keine medizinische Empfehlung, Preis-/Verfügbarkeits-/Produktgleichheits-Hinweise bleiben im Sprint-Kontext erhalten.\n\n## Gesundheitsanalyse\n\n- **Gesundheitsanalyse nur vorbereitet:** ja  \n  Weiterhin keine:\n  - Histaminbewertung\n  - Morbus-Behçet-Bewertung\n  - Trigger-Auswertung\n  - Ernährungsempfehlung\n  - medizinische Empfehlung\n\nNur Felder/Flags vorbereitet. Sehr erfreulich langweilig, also korrekt.\n\n## Tests\n\n### Backend\n\n- **Python compile:** OK\n- **pytest:** `488 passed`\n\nNeue/erweiterte Tests:\n- Provider Search Mock Migros/Coop\n- Provider Cache\n- stale Cache Refetch\n- Rate-Limit/Fehlerfall\n- missing price nicht als `0.00`\n- source timestamp bleibt Provider-/Cache-Timestamp\n- exact/close/different_pack_size/needs_review/no_price\n- Einheitspreisvergleich\n- Packungspreis-Fallback\n- teurere Alternative wird nicht als Savings-Vorschlag gespeichert\n- Runtime-only/Schema-Version\n\n### Frontend\n\n- **npm test:** `89 passed`\n- **npm run build:** OK\n\nTests ergänzt für:\n- Desktop Menülink sichtbar\n- Mobile/Fallback-Link sichtbar\n- Preise-online-suchen Button\n- Händlerauswahl\n- Resultatanzeige\n- Quelle/Link sichtbar\n- Cache-Hinweis sichtbar\n- kein Provider-Call beim Rendern\n\n## Safety / Scans\n\n- **Source secret scan:** OK\n- **Frontend build secret scan:** OK\n- **Git-Safety:** OK\n- **Runtime-DB im Git:** nein\n- **echte Produktdaten im Git:** nein\n- **API-Keys im Frontend:** nein\n- **Reports im Git:** nein\n- **git diff --check:** OK\n\n## Browser Sanity\n\nGeprüft via Tailscale:\n\n- `/planning/budget/grocery-optimizer`: OK\n- Desktop Menülink `Analyse > Migros Optimizer`: OK\n- Bon auswählen: OK\n- Preise online suchen: OK\n- Ergebnis anzeigen: OK\n- Report erzeugen: OK\n- Keine JS-Fehler: OK\n\nAktuelle Services:\n\n- **Backend PID:** `645350`\n- **Frontend PID:** `645386`\n- **Backend Health:** `200`\n- **Frontend Tailscale:** `200`\n\n## Offene Grenzen\n\n- Migros/Coop Provider sind v1-fähige, kontrollierte Provider-Skeletons mit Parser-/Mock-Tests; keine breite produktive Händler-Scraping-Engine.\n- Aldi/Lidl/Denner/Otto’s sind Skeletons mit `future_status`, nicht produktiv live.\n- Keine Anmeldung, kein Kauf, keine API-Key-Pflicht, keine offiziellen API-Verträge in diesem Sprint.\n- Mobile Link ist testseitig abgesichert; der verfügbare Browser-Stack konnte keinen echten Mobile-Viewport emulieren.\n- Akzeptieren/Ablehnen/Manuell korrigieren sind UI-Aktionen vorbereitet; vollständiger Review-State-Workflow kann in einem späteren Sprint vertieft werden.\n- Keine medizinische Auswertung — absichtlich."
            }
          ],
          "id": "msg_08efd988e539badb016a0c57142430819198ea4fdd373f8065",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_d467d14dbf0d matched watch pattern \"Local:\".\nCommand: export VITE_API_BASE_URL=http://100.85.29.67:8000\nnpm run dev -- --host 0.0.0.0 --port 5173\nMatched output:\n  ➜  Local:   http://localhost:5173/\n  ➜  Network: http://192.168.122.42:5173/\n  ➜  Network: http://100.85.29.67:5173/]"
    },
    {
      "role": "assistant",
      "content": "Ich prüfe kurz, ob das ein alter Watcher-Nachhall ist oder ein aktueller zusätzlicher Frontend-Prozess.",
      "tool_calls": [
        {
          "id": "call_zfo39AMnuw3vfq3LGioB4R8p",
          "call_id": "call_zfo39AMnuw3vfq3LGioB4R8p",
          "response_item_id": "fc_08efd988e539badb016a0c573d9c508191a67d811f038373a8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nprintf 'listening_5173=\\\\n'; ss -ltnp 2>/dev/null | awk '$4 ~ /:5173/ {print $0}' || true\\nprintf '\\\\nlistening_8000=\\\\n'; ss -ltnp 2>/dev/null | awk '$4 ~ /:8000/ {print $0}' || true\\nprintf '\\\\ntracked_processes=\\\\n'\\n\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich prüfe kurz, ob das ein alter Watcher-Nachhall ist oder ein aktueller zusätzlicher Frontend-Prozess."
            }
          ],
          "id": "msg_08efd988e539badb016a0c573cf0ac81919782e28b037990c9",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"listening_5173=\\nLISTEN 0      511                       0.0.0.0:5173       0.0.0.0:*    users:((\\\"node\\\",pid=645386,fd=21))  \\n\\nlistening_8000=\\nLISTEN 0      2048                      0.0.0.0:8000       0.0.0.0:*    users:((\\\"uvicorn\\\",pid=645350,fd=6))\\n\\ntracked_processes=\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_zfo39AMnuw3vfq3LGioB4R8p"
    },
    {
      "role": "assistant",
      "content": "Das ist nur ein **alter Watcher-Nachhall** von `proc_d467d14dbf0d`.\n\nAktuell lauscht sauber:\n\n- **Frontend:** genau ein Prozess auf `5173`\n  - PID: `645386`\n\n- **Backend:** genau ein Prozess auf `8000`\n  - PID: `645350`\n\nAlso: **kein doppelter Dev-Server, kein Problem.**  \nTelegram meldet hier verzögert das alte Watch-Pattern `Local:`.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Das ist nur ein **alter Watcher-Nachhall** von `proc_d467d14dbf0d`.\n\nAktuell lauscht sauber:\n\n- **Frontend:** genau ein Prozess auf `5173`\n  - PID: `645386`\n\n- **Backend:** genau ein Prozess auf `8000`\n  - PID: `645350`\n\nAlso: **kein doppelter Dev-Server, kein Problem.**  \nTelegram meldet hier verzögert das alte Watch-Pattern `Local:`."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5743991481919c2b73309041a633",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] Grocery Optimizer Product Price Providers v1 ist akzeptiert.\n\nDie Grundidee funktioniert, aber der Grocery Optimizer ist noch v1-konservativ. Der nächste Schritt soll nicht medizinische Analyse sein, sondern ein stabiler Produkt-Matching- und Lernworkflow.\n\nBitte starte jetzt:\n\n# Grocery Optimizer Product Matching Review & Learning v2\n\nZiel:\nDer Migros Optimizer soll akzeptierte/abgelehnte Produktmatches dauerhaft lernen. Wenn ich einmal ein Migros-Produkt einem Coop/Aldi/Lidl/Denner/Otto’s-Produkt zugeordnet habe, soll JARVIS dieses Mapping künftig wiederverwenden. Websuche soll nur noch nötig sein, wenn kein bekanntes Mapping existiert oder der Preis veraltet ist.\n\nWichtig:\n\n* Keine medizinische Analyse.\n* Keine Histamin-/Behçet-Bewertung.\n* Keine automatische Bestellung.\n* Kein Login-Scraping.\n* Keine aggressiven Massenscrapes.\n* Keine Runtime-DB ins Git.\n* Keine echten Reports ins Git.\n* Keine API-Keys ins Frontend.\n* Keine erfundenen Preise.\n* Preise nur mit Quelle, URL und Timestamp.\n* Websuche nur auf expliziten Button-Klick.\n* Cache nutzen.\n\n## 1. Produkt-Mapping dauerhaft speichern\n\nBitte ein Modell für bestätigte Produktmatches bauen oder bestehende grocery_product_matches erweitern.\n\nZiel:\nWenn der Nutzer eine Alternative akzeptiert, wird daraus ein bevorzugtes Mapping.\n\nFelder:\n\n* source_product_normalized_name\n* source_product_raw_name\n* source_retailer = Migros\n* target_retailer\n* target_product_name\n* target_product_url\n* target_brand\n* target_package_size\n* target_unit\n* match_type:\n\n  * exact_match\n  * close_match\n  * cheaper_private_label\n  * manual_match\n* status:\n\n  * accepted\n  * rejected\n  * needs_review\n  * deprecated\n* confidence\n* user_note\n* created_at\n* updated_at\n* last_price_checked_at\n\nWichtig:\n\n* akzeptierte Matches werden beim nächsten Bon bevorzugt.\n* abgelehnte Matches werden nicht wieder vorgeschlagen, außer explizit zurückgesetzt.\n\n## 2. Review-Workflow im UI\n\nAuf der Grocery-Optimizer-Seite:\n\nPro Produktalternative:\n\n* Akzeptieren\n* Ablehnen\n* Später prüfen\n* Manuell zuordnen\n* Als bevorzugte Alternative speichern\n\nNach Akzeptieren:\n\n* Toast/Feedback\n* Mapping wird gespeichert\n* Produkt wird in der Einkaufsliste verwendet\n* Report nutzt akzeptierte Matches bevorzugt\n\nNach Ablehnen:\n\n* Match verschwindet aus empfohlenen Alternativen\n* wird als rejected gespeichert\n* erscheint nur noch im Detail/Archiv\n\n## 3. Bekannte Mappings zuerst verwenden\n\nBeim Analysieren eines Bons:\n\nReihenfolge:\n\n1. Prüfe akzeptierte Mappings.\n2. Prüfe aktuellen Cache-Preis des Zielprodukts.\n3. Wenn Cache frisch genug: nutze Cache.\n4. Wenn Cache veraltet: biete Preis aktualisieren.\n5. Wenn kein Mapping vorhanden: Websuche anbieten.\n6. Wenn Websuche unsicher: needs_review.\n\nAkzeptanz:\n\n* bekannte Produkte werden ohne neue Websuche vorgeschlagen.\n* keine Provider-Abfrage beim normalen Rendern.\n* Button Preise aktualisieren aktualisiert nur ausgewählte/benötigte Produkte.\n\n## 4. Manuelle Produktzuordnung\n\nBitte eine manuelle Zuordnung ermöglichen:\n\n* Händler wählen\n* Produktname eingeben\n* Produkt-URL eintragen\n* Preis optional\n* Einheitspreis optional\n* Packungsgröße optional\n* Match-Typ wählen\n* Speichern\n\nDas ist wichtig, falls Websuche nichts findet oder falsch matcht.\n\n## 5. Preisaktualisierung\n\nBitte pro akzeptiertem Match ermöglichen:\n\n* Preis aktualisieren\n* Quelle öffnen\n* Cache-Status anzeigen:\n\n  * frisch\n  * veraltet\n  * fehlt\n  * Fehler\n* letzter Preiszeitpunkt\n\nKein Preis:\n\n* nicht in sichere Ersparnis rechnen\n\n## 6. Aldi/Lidl/Denner/Otto’s als kontrollierte Provider ausbauen\n\nBitte nicht aggressiv scrapen.\n\nAber prüfe, ob einfache öffentliche Such-/Produktseiten stabil lesbar sind.\n\nPriorität:\n\n1. Coop live stabilisieren\n2. Migros live stabilisieren\n3. Denner Such-/Produktseiten prüfen\n4. Aldi/Lidl/Otto’s nur falls sauber möglich\n\nWenn nicht sauber:\n\n* Provider bleibt Skeleton\n* UI zeigt noch nicht produktiv verfügbar\n\n## 7. Einkaufsliste verbessern\n\nAus akzeptierten Mappings:\n\n* Einkaufsliste pro Händler\n* max. 3 Händler\n* Produkte ohne Alternative separat\n* abgelehnte Produkte separat\n*\nunsichere Produkte separat\n* geschätzte Ersparnis nur aus sicheren/akzeptierten Matches\n\nZusätzlich:\n\n* Button Nur sichere Alternativen\n* Button Akzeptierte Mappings bevorzugen\n* Button Alle Preise aktualisieren\n\n## 8. Report verbessern\n\nRuntime-Report soll enthalten:\n\n* Original Migros-Bon\n* akzeptierte Alternativen\n* abgelehnte/unsichere Alternativen\n* bekannte Mappings\n* Preiszeitpunkte\n* Quelle/Links\n* Einsparung nur bei sicheren Matches\n* Disclaimer\n\nWeiterhin:\n\n* Markdown/HTML\n* PDF später\n* Runtime-only\n\n## 9. Qualitäts- und Gesundheitsfelder nur vorbereiten\n\nBitte nur Felder weiterführen:\n\n* health_analysis_status\n* health_flags_json\n* health_notes\n\nKeine Bewertung.\n\nUI-Hinweis:\nGesundheits-/Histamin-/Behçet-Analyse folgt später.\n\n## 10. Tests\n\nBitte Tests ergänzen:\n\n### Mapping\n\n* akzeptiertes Match wird gespeichert\n* abgelehntes Match wird nicht erneut empfohlen\n* bekanntes Mapping wird beim nächsten Bon verwendet\n* manuelles Mapping funktioniert\n\n### Cache\n\n* frischer Cache wird verwendet\n* veralteter Cache verlangt Aktualisierung\n* fehlender Preis wird nicht als Ersparnis gerechnet\n\n### Provider\n\n* kein Provider-Call beim Rendern\n* Provider-Call nur bei Button-Klick\n* Fehlerfall markiert needs_review\n* rejected Match wird ignoriert\n\n### Einkaufsliste\n\n* akzeptierte Matches bevorzugt\n* max. 3 Händler\n* nur sichere Matches in Ersparnis\n* unsichere Produkte separat\n\n### Report\n\n* Runtime-only\n* Quellen und Preiszeitpunkte enthalten\n* Disclaimer enthalten\n\n### Safety\n\n* keine Runtime-DB im Git\n* keine echten Produktdaten im Git\n* keine API-Keys im Frontend\n* Git-Safety sauber\n\n## 11. Browser Sanity\n\nBitte prüfen:\n\n* Grocery Optimizer Seite\n* Bon auswählen\n* bekannte Mappings anzeigen\n* Websuche starten\n* Match akzeptieren\n* Match ablehnen\n* manuelles Mapping erstellen\n* Einkaufsliste erzeugen\n* Report erzeugen\n\n## 12. Nicht in diesem Sprint\n\nBitte nicht bauen:\n\n* Histamin-/Behçet-Analyse\n* OCR/Kamera\n* automatische Bestellung\n* Login-Scraping\n* Rezeptgenerator\n* Ernährungsplan\n* Newsletter-Aktionen\n* allgemeiner Food-Coach\n\n## 13. Verifikation\n\nNach Umsetzung:\n\n* Python compile\n* pytest\n* npm test\n* npm run build\n* source secret scan\n* frontend build secret scan\n* Git-Safety\n* Browser sanity\n* git diff --check\n* Commit\n* Push\n\n## 14. Abschlussbericht\n\nBitte berichten:\n\n* dauerhaftes Produkt-Mapping umgesetzt: ja/nein\n* akzeptieren/ablehnen funktioniert: ja/nein\n* bekannte Mappings werden wiederverwendet: ja/nein\n* manuelle Produktzuordnung funktioniert: ja/nein\n* Preisaktualisierung umgesetzt: ja/nein\n* Coop/Migros Provider stabilisiert: ja/nein\n* weitere Provider geprüft: ja/nein\n* Einkaufsliste verbessert: ja/nein\n* Report verbessert: ja/nein\n* Gesundheitsanalyse weiterhin nur vorbereitet: ja/nein\n* Tests\n* Build\n* Git-Safety\n* Commit-Hash\n* Push-Status\n* offene Grenzen"
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      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"description\": \"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\", \"tags\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"], \"related_skills\": [], \"content\": \"---\\nname: finance-system-architecture\\ndescription: \\\"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [finance, portfolio, accounting, dashboard, csv, fx, tax, privacy]\\n---\\n\\n# Finance System Architecture\\n\\n## Important linked references\\n\\n- `references/vue-dashboard-tailscale-api-base.md` — FinanceManager Vue dashboard Tailscale restart/troubleshooting: set `VITE_API_BASE_URL` to the browser-visible FastAPI backend origin (currently Tailscale host/IP on port `8000`, not phone-local `127.0.0.1`), verify backend and frontend through Tailscale, and inspect the served Vite client env before declaring the dashboard fixed.\\n\\n## When to use\\n\\nUse this skill whenever the user asks about the **Finance System – Architektur & Scripts** topic or work involving the user's personal finance-management system: portfolio imports, transaction accounting, Bank/Broker/CSV processing, dashboards, reports, tax/income views, FX logic, market data jobs, alerts, or later implementation.\\n\\nDo **not** use it for pure investment-strategy discussion; those belong in the separate finance strategy topic unless the user explicitly asks for technical implementation.\\n\\n## Core principles\\n\\n1. **No automated trading.** The system may prepare orders and recommendations, but never executes orders or connects to broker trading APIs for execution.\\n2. **Accounting first, opinions later.** MVP must prioritize correct transaction ledger, cash ledger, FX handling, income/tax data, and dashboard before complex scores, news, analyst ratings, or LLM analysis.\\n3. **Rule-based first.** Calculations, scores, alerts, rebalancing and reports must be deterministic and auditable. LLMs may only summarize/explain text or assist extraction with human review.\\n4. **CHF as base currency.** Store every transaction in original currency and CHF using historical FX at transaction/payment date; current valuations use current FX.\\n5. **Financial data secrecy.** Never expose real financial values, portfolio files, raw exports, reports with real numbers, DBs, API keys, or credentials in chat, GitHub, logs, or shared docs unless the user explicitly approves scope.\\n6. **Data ownership.** All data must be exportable: CSV, JSON, Parquet, SQLite/Postgres dump, Markdown/HTML/PDF reports.\\n\\n## Current v0.3 decisions\\n\\nSee `references/spec-v0.2-decisions.md` for the baseline, `references/spec-v0.3-decisions.md` for the priority update, `references/spec-v0.4-implementation-blueprint.md` for the MVP 1 technical implementation blueprint, `references/spec-v0.4.1-corrections.md` for accepted corrections, `references/spec-v0.5-repo-blueprint.md` for the concrete repo/implementation plan, `references/mvp-safety-gate-implementation.md` for the implementation safety-gate sequence and verification commands, `references/mvp-import-pipeline-tasks-9-13.md` for the synthetic CSV import/FX/transaction pipeline pattern, `references/mvp-ledger-cash-wac-positions.md` for cash/WAC/position ledger calculation rules and tests, `references/mvp-crypto-wallet-ledger.md` for crypto wallet/assets/holdings/transfers/buy-sell/fee MVP rules, `references/crypto-xlsx-initial-snapshot-dry-run.md` for the controlled real-file XLSX crypto initial-snapshot dry-run pattern and mapping decisions, `references/crypto-xlsx-initial-snapshot-production-import.md` for productive safe-subset XLSX import operations, compatibility/partial-write recovery, and dashboard correction follow-up, `references/crypto-single-coin-runtime-test.md` for controlled one-coin productive runtime tests and the coin-vs-holding ambiguity guard, `references/multi-wallet-crypto-and-equity-manage-ui.md` for approved multi-wallet single-coin snapshots, SQLite Decimal/TEXT affinity pitfalls, and synthetic-first Equity/ETF Manage UI patterns, `references/crypto-price-refresh-and-idempotent-btc-runtime.md` for robust batch price refresh and re-run-safe BTC/single-coin runtime checks, `references/crypto-runtime-db-consistency-verification.md` for post-import runtime DB consistency checks, exact safe-set verification, dashboard no-live-API testing, and runtime-only report generation, `references/mvp-crypto-manual-management-ui.md` for audited dashboard add/correct/remove crypto holding workflows after an initial snapshot, `references/mvp-market-import-safety-hardening.md` for CoinGecko provider/backoff, CSV importer completion, alert lifecycle, Git-safety and crypto Decimal precision patterns, `references/git-safety-verification-coverage.md` for the verifier-warning workflow and minimum Git-safety test matrix, `references/mvp-streamlit-dashboard.md` for the safe local Streamlit dashboard shell/read-model/testing pattern, `references/mvp-crypto-report-export.md` for local-only crypto report context/export rules, `references/github-token-push-from-drive.md` for the safe Google-Drive-token push workflow when local FinanceManager commits are ahead of GitHub, `references/runtime-backup-and-broker-mapping.md` for runtime DB backup/restore hardening plus PostFinance/True Wealth/Raiffeisen structural mapping/dry-run rules, `references/import-wizard-mapping-layer.md` for the Phase B1 import wizard, instrument/account mapping, review queue, data-quality and read-only safety pattern, `references/broker-parser-dry-run-pipeline.md` for the Phase B2 synthetic broker parser, dry-run, runtime review-item and UI quality-flag pipeline, `references/controlled-real-broker-dry-run.md` for the Phase B3 controlled real-file dry-run pattern with backup, aggregate-only reporting, runtime-only review items, and no productive position writes, and `references/broker-review-queue-hardening.md` for Phase B4 manual review queue filters, auditable mapping actions, import-readiness gating, dry-run session management, and Data Quality Center hardening without productive portfolio writes, and `references/guided-manual-review-pilot.md` for Phase B5 small-scope runtime metadata pilots that move selected review items to `ready_for_import` without productive imports, `references/broker-import-execution-plan-mini-import.md` for Phase B6 final dry-run execution plans plus exactly-one productive broker mini-import, `references/broker-mini-import-regression-and-corrections.md` for post-mini-import regression, void/correction workflows, backup/restore checks, and one-at-a-time follow-up imports, and `references/broker-mini-import-completion-and-dq-consolidation.md` for completing the last ready True-Wealth mini-import plus active-vs-resolved Data Quality alert consolidation, `references/equity-fx-market-data-phase-c.md` for the local FX/market-data foundation after broker mini-imports and before broader Equity/ETF valuation/imports, and `references/true-wealth-valuation-pilot-c2.md` for the True-Wealth valuation pilot safeguards around hedge metadata, provider mappings, historical FX failures, timestamp alignment, corporate-action flags, and aggregate-only runtime reporting, `references/true-wealth-mapping-candidate-review-c3.md` for the controlled mapping-candidate review pattern before any productive Equity/ETF price or FX valuation, `references/instrument-catalog-manual-add-workflow.md` for the general Instrument Catalog + dashboard manual-add workflow that must underpin future Equity/ETF/Crypto adds, and `references/public-instrument-lookup-candidate-generator.md` for runtime-only public metadata lookups, candidate review packs, alert dedupe, and no-auto-selection rules, and `references/mapping-candidate-ranking-decision-pack.md` for ranking raw candidates into a manual-review decision aid, Data Quality alerts, confirmation workflow, and migration pitfalls, and `references/dashboard-user-mode-ux-and-runtime-review.md` for User/Admin dashboard navigation, crypto wallet drilldowns, audited Crypto Manage actions, and runtime-only mapping demotion patterns, and `references/dashboard-functional-ux-stabilization.md` for removing duplicate Streamlit navigation, hiding unfinished User Mode pages, enforcing Read-only/Edit Mode button behavior, and testing explicit-click price/report actions, and `references/dashboard-usability-simplification.md` for the stricter MVP User Mode reduction, calm Command Center, compact Crypto/Wallet pages, direct inline action forms, and disabled-not-fake button rule, and `references/crypto-adjusted-xlsx-and-equity-docx-dryrun.md` for adjusted real crypto XLSX completion using CoinGecko IDs plus aggregate-only True Wealth/PostFinance DOCX Equity/ETF dry-run preparation, and `references/equity-docx-instrument-resolver-review-workflow.md` for the controlled Equity/ETF DOCX staging, resolver, review queue, local-Qwen-as-parser-only, and confirmed-only initial-snapshot workflow, `references/manual-equity-etf-entry-wizard.md` for the preferred manual Equity/ETF search/add-position wizard when DOCX imports are too unsafe or not approved, and `references/manual-position-entry-provider-ux.md` for User Mode placement, explicit-click provider lookup, runtime-secret loading, caching, and final verification/push discipline, and `references/equity-etf-provider-integration-openfigi-fmp.md` for the concrete OpenFIGI-first/FMP-second integration pattern, provider merge rules, local-price preview semantics, and `update-equity-prices` workflow, `references/provider-integration-sprint-v2.md` for the multi-provider Free/Fallback pattern covering OpenFIGI/FMP/Finnhub/Twelve Data/Massive/EODHD, explicit-action dashboard semantics, sanitized status/error categories, and low-volume EODHD handling, and `references/provider-secret-auth-debugging.md` for targeted runtime-secret/provider-auth debugging when keys are present but OpenFIGI/FMP smoke tests fail, and `references/mvp-freeze-zwischenbericht-abnahme.md` for the MVP-freeze Zwischenbericht/Abnahmeplan pattern after an accepted implementation sprint, and `references/mvp-dashboard-workflow-regressions.md` for MVP dashboard regression coverage around cached FX, Cash wizard writes, explicit-click Equity/Crypto price refresh, Crypto cache-detail UX, runtime cleanup archives, and authenticated push verification, and `references/mvp-acceptance-dashboard-fx-valuation-cleanup.md` for acceptance-mode dashboard fixes covering hidden internal FX statuses, cache/provider/manual/missing FX flows, Equity/ETF valuation labels, runtime cleanup backup/audit, and final push verification, and `references/dashboard-user-mode-finalization-and-push.md` for integrated Portfolio User Mode finalization, hidden report paths, post-pytest Git-safety cleanup, Streamlit restart sanity, and authenticated push/hash verification, and `references/fastapi-vue-dashboard-transition.md` for the FastAPI read-only API + Vue User Mode transition pattern, DTO contracts, frontend Git-safety additions, and TestClient threading pitfall, `references/vue-ux-reference-sprint-pattern.md` for controlled UX-reference analysis/design-matrix/UI-system work on the read-only Vue vertical slice without copying external code/assets or expanding feature scope, and `references/vue-dashboard-autoload-runtime-operations.md` for auto-loading local FastAPI runtime DTOs, launch/browser sanity, SQLite `check_same_thread=False`, and final push verification, and `references/vue-cockpit-v11-preview-confirm-drawers.md` for the usable Vue cockpit pattern covering Preview/Confirm manual entry, detail drawers, roadmap links, stale-process browser sanity, frontend build location, changed-file secret scans, and authenticated remote-hash verification, `references/vue-cockpit-uat-preview-confirm-acceptance.md` for safe local Vue/FastAPI UAT of Cash/Equity Preview → Confirm → Audit flows, ledger-vs-compatibility writes, dry-run no-write verification, and the `JARVIS_FINANCE_DB_PATH` pytest contamination pitfall, and `references/crypto-vue-dashboard-readmodel-hardening.md` for Crypto Vue/FastAPI readmodel fixes around holdings-before-prices aggregation, compact crypto UX, sparkline empty states, wallet drilldowns, dashboard start/stop scripts, and full verification/push discipline, and `references/vue-manual-entry-v12-acceptance-completion.md` for completing Vue/FastAPI manual-entry acceptance flows including provider-search response DTOs, FX-aware previews, audited remove/account/wallet endpoints, review/test cleanup, cache/build cleanup before Git-safety, and authenticated remote-hash verification, and `references/vue-provider-preview-confirm-hardening.md` for provider-search/cross-listing dedupe, preview-as-read-only, confirm-as-write-boundary, cached CoinGecko URL sanitization, focused reviewer prompts, and post-test cleanup before Git-safety, and `references/vue-manual-position-v122-hardening.md` for v1.2.2-style manual-position provider warning normalization, candidate snapshot propagation, Equity status labels, compact Crypto layout, and remote-hash push verification. Key decisions:\\n\\n- Platform/account views: Raiffeisen, PostFinance, True Wealth, Crypto-Coins, plus Gesamtansicht.\\n- Existing Google Drive files under `Finanzen/01 Aktueller Stand Portfolios` are **initial-snapshot reality checks**, not full ledgers.\\n- MVP means the smallest useful first version: correct data foundation, ledger, CHF/FX logic, platform views, crypto inventory, watchlist, reports, workflows and audit log.\\n- Stock/ETF tax documents are downgraded: optional reference/control module and dividend/distribution transparency, not MVP 1 and not a complete tax dossier replacement.\\n- Crypto inventory is promoted to MVP 1: wallet/platform-level holdings, Crypto PDF, CoinGecko valuation, stale-price warnings and manual verification.\\n- Crypto snapshot values are stale; use quantities only and recalculate current values via CoinGecko later.\\n- MVP dashboard recommendation: Streamlit + SQLite + SQLAlchemy/Pandas/Plotly for the initial safe operations/admin shell; when moving toward a premium User Mode, use a thin FastAPI read-only API first and Vue 3 + TypeScript frontend later, following `references/fastapi-vue-dashboard-transition.md`.\\n- MVP inputs: manual dashboard entry, standard CSV import/export, later broker/bank export import. No direct broker integrations initially.\\n- Telegram crypto buys/sells/transfers should be parsed as pending transactions and only saved after explicit confirmation.\\n- Every portfolio or crypto change must create a History/Audit entry.\\n\\n## Budget-module PRD, source analysis and Phase-1 implementation\\n\\nWhen the user asks for a Budget/Cashflow module PRD based on Google Drive source material, follow `references/budget-module-prd-drive-analysis.md`: temp-only structural analysis of PRDs, XLS/XLSX budget workbooks and CSV samples; no real values in chat; no repo/raw-data commits; create both Markdown and Google Doc artifacts in Drive; verify IDs and cleanup temp files before reporting.\\n\\nWhen implementing the first Budget/Cashflow foundation in FinanceManager, follow `references/budget-phase1-manual-ledger-foundation.md`: build only the manual ledger foundation first (budget accounts/categories/tags/manual transactions/transfers/monthly overview), keep imports/rules/duplicates out of scope until separately authorized, use Preview → Confirm as the write boundary, store exact money/FX fields as Decimal text where precision matters, and run the backend/frontend/Git-safety cleanup gate before commit/push.\\n\\nWhen extending Budget/Cashflow into runtime category/tag administration, budget-plan seeds, or workbook-derived dry-run helpers, follow `references/budget-phase11-runtime-category-seed.md`: keep Preview → Confirm → Audit as the write boundary, archive/deactivate tags instead of hard-deleting, keep UI free of prominent technical IDs, handle real budget workbooks temp-only with aggregate reporting, support old `.xls` through optional `xlrd`, run frontend commands from `frontend/`, and verify with compile/full pytest/frontend tests/build/scoped Ruff/secret scan/remote-hash push.\\n\\nWhen moving workbook-derived budget seeds from dry-run into persistent review candidates and a Vue/FastAPI review workflow, follow `references/budget-phase12-excel-seed-review.md`: persist only `budget_seed_candidates` during seed, keep Confirm as the productive write boundary, expose unclean ranges for review, align persistent parser counts with the validated dry-run analyzer, verify `productive_budget_plan_mutation=false`, scan build artifacts before cleanup, then remove generated frontend/caches before Git-safety.\\n\\nFor Budget/Cashflow Phase 1.4 workviews, extend the same safety pattern: create a verified runtime DB backup before migration/seed, use schema migrations for review-only transaction candidates, never confirm CSV/Migros/VISA rows as productive transactions during seed, expose Import Review and Income Forecast as review/work views, keep row-click drawers backed by filtered API endpoints, allow category/transaction edits only through audited update endpoints, convert/reopen unclean candidates with audit, report aggregate counts only, run full backend pytest plus frontend vitest/build, remove `frontend/dist`, `.vite`, `node_modules`, `.pytest_cache`, and `__pycache__` before Git-safety, then push and verify remote hash.\\n\\nFor Budget/Cashflow source-aware import correction after Phase 1.4-style candidate floods, follow `references/budget-source-aware-import-review.md`: keep Migros CSV as the source of truth for Migros expenses, aggregate Migros article rows into receipt-level review candidates, mark overlapping credit-card Migros rows as `covered_by_migros`, keep Galaxus review-required/splittable, classify AKB/Raiffeisen income and own-account transfers without booking internal transfers as income/expense, preserve Dry run → Review → Confirm, and report only aggregate counts/statuses.\\n\\nFor Budget/Cashflow Phase 1.6-style user category rules over existing import-review candidates, follow `references/budget-phase16-user-category-rules.md`: create/extend explainable candidate metadata such as `rule_id`, `rule_name`, `classification`, `review_reason`, confidence and `covered_by_source`; re-evaluate only open scoped candidates after a verified runtime backup; keep Confirm as the only productive write boundary; expose review tabs for subscriptions, Galaxus/Digitec, Migros threshold cases, health, transport, shopping, pets, admin/unclear and covered-by-Migros; and verify aggregate-only that productive budget transaction count did not change.\\n\\nFor Budget/Cashflow Phase 1.7-style UX/workflow refactors, follow `references/budget-phase17-ux-workflow-refactor.md`: separate Import Review, Category Assignment, Effective Expenses, Category Tree, Budget Planning and Budget-vs-Actual into distinct work surfaces; replace generic read-only messaging on work pages with Review-/Arbeitsmodus; make every visible action functional or explicitly disabled; show local amounts in the UI but never in chat reports; keep candidates as candidates until Confirm; ensure category/transaction/candidate changes are audited; build category merge as Preview → Confirm; run full backend/frontend/Git-safety verification before commit/push.\\n\\nFor Budget/Cashflow Phase 1.8-style core-flow corrections, follow `references/budget-phase18-core-confirm-flow.md`: remove duplicated candidate work pages, make **Buchungen prüfen** the single central review page, require Confirm to create a real `budget_transactions` row with `source_type='import_candidate'`/`source_candidate_id`, persist `confirmed_transaction_id` on the candidate, show Effective Expenses only from confirmed expense transactions, include actual-only categories in Budgetstatus even without plan rows, archive UAT/test runtime artefacts after a backup and audit event, and check SQLite migrations for lingering `__phase*` FK references after table rebuilds.\\n\\nFor Budget/Cashflow Phase 1.9-style review-productivity work, follow `references/budget-phase19-review-productivity.md`: improve **Buchungen prüfen** with summary cards, filters, sorting, multi-select batch actions, mandatory Batch Confirm Preview, split UI, and category creation from review; add a Rule Manager MVP-light that only sets suggestions on open candidates; improve Effective Expenses/Budgetstatus/Income work pages; and preserve the explicit prohibition on productive mass-confirming real candidates without current-turn user approval.\\n\\nFor Budget/Cashflow Phase 1.10-style core-correctness cleanup, follow `references/budget-phase110-2026-core-cleanup.md`: force active Budgetjahr 2026 as the default across review/effective transactions/status/charts; archive 2025 candidates as reference and block out-of-year confirms; simplify categories into logical Einnahmen/Ausgaben buckets with canonical leaves; make bulk assignment/confirm/ignore/reopen report per-candidate errors; build Budgetstatus monthly matrix and MVP charts from confirmed 2026 transactions only; and run runtime backup + audit cleanup without real mass-confirming candidates.\\n\\nFor focused Budget Review bulk productivity fixes, follow `references/budget-review-bulk-assign-confirm.md`: implement multi-select category assignment, batch preview, explicit final confirm, per-candidate partial-success errors, blocker summaries, and UI toolbar/dialog tests while preserving Preview → Confirm → Audit and avoiding real runtime mass-confirm during implementation sanity checks.\\n\\nFor Budget Planning & Forecast v1 work, follow `references/budget-planning-forecast-v1.md`: use existing plan models where possible, add append-only Decimal-text category baselines only for missing prior-year/reference concepts, calculate actuals from confirmed transactions only, exclude candidates/transfers/covered rows, expose Budget 2026 vs Ist 2026 vs Vorjahr 2025 with forecasts/traffic lights, and keep all manual plan/reference edits behind Preview → Confirm → Audit.\\n\\nFor Budget Planning usability/baseline-entry follow-up sprints, follow `references/budget-planning-usability-v2.md`: keep the work as entry/audit/validation UX rather than imports or Fixkosten, make per-category audit timelines human-readable, support inline and batch Preview → Confirm edits for Budget 2026, support prior-year annual/monthly entry with exact 12-month distribution, add data-care filter tiles and plausibility checks, prepare Excel takeover only as non-mutating Preview/Coming soon, and verify Planning/Status/Budget-vs-Ist/Explorer/Categories through Tailscale before commit/push.\\n\\nFor Budget/Cashflow Fixkosten & Subscriptions sprints, follow `references/budget-fixed-costs-subscriptions-v1.md`: create recurring-payment planning objects, not automatic budget transactions; detect conservative candidates from confirmed transactions and open review candidates; keep all candidate activation/manual creation/archiving behind Preview → Confirm → Audit; integrate recurring month/year, fixed-cost quote and `recurring_type` filters into Planning/Status/Data Explorer; and handle malformed runtime candidate dates defensively so `/api/budget/recurring` cannot crash during browser sanity.\\n\\nFor Budget/Cashflow productionizing of the import-review workflow with Merchant/Alias management, Rule Manager v1, duplicate handling, split booking, Toast/ConfirmDialog UX and explicit duplicate force-confirm, follow `references/budget-import-review-production-v1.md`: merchant/rule actions set candidate suggestions only, duplicate candidates require explicit `allow_duplicate`, split confirms must exact-match candidate totals, user-facing status labels must hide raw enums, and full verification must include browser-visible Tailscale routes/APIs plus source/build secret scans.\\n\\nFor Budget/Cashflow regular CSV imports from Google Drive Budget sources, follow `references/budget-csv-import-production-v2.md`: support source-specific profiles for VISA, Migros receipts, Raiffeisen and AKB; keep Drive files temp-only; create candidates via Dry Run → Review → Confirm → Audit; prove idempotency with a second import; classify Migros coverage, internal transfers, True Wealth investment transfers, credit-card settlements and income without producing automatic productive bookings.\\n\\nFor recurring monthly Budget imports plus rule learning, follow `references/budget-monthly-import-rule-learning-v1.md`: add Import Sessions/History, per-source fingerprint ledgers, a `Budget > Monatsimport` dashboard, Review links filtered by source/session/status, and `Budget > Regeln` rule suggestions. Rule learning may set candidate proposals/categories only; it must not create productive transactions or auto-confirm candidates.\\n\\nFor Finance Command Center & Monthly Close work, follow `references/finance-command-center-monthly-close-v1.md`: build a confirmed-only management cockpit over local DB/cache data, add KPI cards, monthly-close checklist, source import status, compact Budget/Fixkosten/Portfolio/Crypto sections, central To-dos, and runtime-only Markdown/HTML monthly reports. Validate `YYYY-MM` strictly, query months with an exclusive next-month upper bound, derive budget/fixed-cost contexts from the selected month, avoid UTC month defaults in Vue, keep reports outside the repo, and verify with full backend/frontend/secret/Git-safety/browser gates plus independent re-review after fixes.\\n\\nFor Migros/Product-level grocery savings work, follow `references/migros-grocery-optimizer-v1.md`: keep the sprint about saving money in `Essen & Haushalt`, not health analysis; preserve Migros receipt detail rows, store product/match money values as Decimal text, make retailer alternatives source-stamped and reviewable, enforce max-3-store constraints before calculating savings, bind include-checkbox state through receipt switches, cache/fence any web research, and write optimization reports only under runtime reports outside Git. When adding current-price online providers for Grocery/Migros Optimizer, also follow `references/grocery-product-price-providers-v1.md`: explicit-click provider calls only, no invented prices, source/cache timestamps, cache staleness, no `0.00` fallback for missing prices, and exclude `not_cheaper` alternatives from savings.\\n\\nFor controlled first UAT confirmation of existing Budget import candidates, follow `references/budget-import-review-uat.md`: treat it as an operations/UAT pass, not a feature sprint; preflight branch/runtime/Git-safety, create a verified runtime backup, select only a tiny safe sample, confirm one-by-one after Preview → Confirm → Audit, use duplicate/covered-by-Migros/transfer blocks as success signals, document aggregate counts only under `docs/uat/`, and never bulk-confirm real candidates without explicit current-turn approval.\\n\\nFor FinanceManager release consolidation after an accepted feature branch, follow `references/finance-release-consolidation-uat.md`: do branch containment/remote preflight, run full pre-merge gates, create/verify runtime backup and restore-test outside the repo, merge `--no-ff` into `main`, re-verify, tag only after main is green, create a UAT matrix, run small UAT writes on a test-runtime copy unless explicitly approved, update status docs, and verify remote main/tag hashes.\\n\\nFor Budget/Cashflow Phase 1.11-style status/Income/formatting corrections, follow `references/budget-phase111-status-income-formatting.md`: make Budgetstatus use a full-outer-join-style category result so actual-only categories appear, roll up subcategory bookings to parents without hiding child rows, show `ohne Budget` for actuals without plan, centralize Vue money/percent/quantity formatters, build the Einkünfte page on existing income budget plans, report Excel income candidates aggregate-only, and always restart/verify local plus Tailscale dashboard links after the correction round.\\n\\nFor Vue Mobile UX/iPhone/iPad readiness sprints, follow `references/vue-mobile-ux-sprint.md`: treat the sprint as responsive UX only, preserve desktop tables while adding mobile card lists and compact navigation, avoid starting import/rule/OCR/provider engines, verify route/Tailscale access, and only claim real mobile viewport emulation if tooling actually performed it. For FinanceManager-specific iPhone navigation plus Einkünfte/Geld-Eingang work, also use `references/mobile-nav-income-planning-hotfix.md`: add a fullscreen native-anchor fallback menu when Bottom Nav remains unreliable, reclassify existing AKB/Raiffeisen bank candidates before reimporting, keep Bankeingänge as candidates until Confirm, and separate planned income from confirmed `Geld Eingang` transactions.\\n\\nFor FinanceManager Vue/FastAPI functional-action sprints where read-only/detail controls must become real user actions, follow `references/vue-functional-actions-preview-confirm.md`: make every visible write button real, disabled with a reason, or routed to an existing real flow; implement backend Preview → Confirm → Audit first; handle Cash withdrawal/correction label mapping, Crypto set-zero quantity `0`, Crypto transfers with source/target/fee guards, Equity/ETF sell/dividend MVPs, contextual buy redirects, inline account/wallet creation, partial global Toast/Confirm migration honesty, and Tailscale CORS/browser sanity before commit/push.\\n\\nFor Budget/Cashflow Phase 1.11-style Migros auto-booking and monthly Budgetstatus analytics, follow `references/budget-phase111-migros-monthly-analytics.md`: Migros receipts always map to `Essen & Haushalt` regardless of the old 50 CHF threshold, article rows remain detail-only, credit-card Migros stays `covered_by_migros`, runtime confirmation requires backup/audit and aggregate-only reporting, and Budgetstatus row click/chart click should expose monthly analysis and filtered Effective Expenses links.\\n\\nFor external finance/bookkeeping app reference analyses that inform Budget/Cashflow UX, follow `references/budget-ux-reference-analysis.md`: treat the work as non-implementation, clone/inspect separately, check license, copy no code/assets, avoid runtime data, compare stack/API/data model/transaction UX/analytics, and produce a Markdown roadmap with function matrix, navigation proposal, data-model comparison, and explicit safety checklist.\\n\\nFor Budget/Cashflow UX v2 implementation sprints after an accepted external-reference analysis, follow `references/budget-ux-v2-transaction-analysis-hub.md`: commit the accepted analysis document with the sprint, use RED tests first, consolidate navigation into Budget/Transaktionen/Analyse/Setup, make **Buchungen prüfen** the only central review page, improve Effective Ausgaben/Einnahmen from confirmed transactions only, add Kategorieanalyse/Monatsvergleich/Budget-vs-Ist v1 without Heatmap/Sunburst/Explorer/import expansion, simplify category buckets, document but do not build a large Merchant Engine, and verify local plus Tailscale API routes after restart.\\n\\nFor Budget Analytics/Dashboard v2 work where Übersicht, Budgetstatus and Budget-vs-Ist have drifted into duplicate views, follow `references/budget-analytics-dashboard-v2-separation.md`: split the routes into distinct monthly cockpit, category-control, and plan-vs-reality analysis pages; create separated DTOs/viewmodels with explicit `purpose` fields; count only confirmed transactions as actuals; exclude candidates/transfers/covered-by-Migros double counting; use native SVG charts unless a clear dependency need justifies ECharts; and update legacy/mobile tests to assert content on the correct separated page rather than on the old overview catch-all.\\n\\nFor Budget Analytics/Data Explorer sprints, follow `references/budget-analytics-data-explorer-v1.md`: build `Analyse > Daten-Explorer` from confirmed `budget_transactions` only, exclude candidates/transfers/covered rows, provide KPI/filter/table/detail DTOs plus category/merchant/month/budget-deviation analytics, keep exports runtime-only/disabled until safely implemented, and do not drift into OCR/import/provider/portfolio/news features.\\n\\nFor Budget Workflow Clarification & Help UX sprints before Fixkosten/Subscriptions, follow `references/budget-workflow-help-ux.md`: first fix unreliable Budget navigation/routes such as Effektive Ausgaben, then clarify transfer semantics (internal household, credit-card settlement, True Wealth investment transfers), keep Haushalt 2026 as an aggregate view over separate physical sources/accounts, add money-flow columns to lists, improve Transfer Review explanations, and centralize per-page Help UX. Do not silently create runtime accounts such as `True Wealth Cash`; prepare and report, then use Preview → Confirm → Audit if productive creation is approved.\\n\\nFor Budget Categories Cleanup & Duplicate Handling sprints before Fixkosten/Subscriptions, follow `references/budget-categories-duplicates-cleanup.md`: preview must be strictly read-only, create a runtime backup before productive migration, map only unambiguous legacy categories, mark catch-all/unclear categories review-required, archive rather than hard-delete referenced categories, repair `Kategorien & Tags` CRUD/reorder via Preview → Confirm → Audit, and move safe/possible duplicates out of normal review tabs.\\n\\nFor Budget Categories UX/sorting follow-up sprints, follow `references/budget-categories-ux-sorting.md`: keep Income and Expense categories in separate tables and dropdown sets, use robust Up/Down + explicit save-order controls when PrimeVue drag/drop is brittle, scope reorder APIs by `category_type`, keep archived categories out of normal selection dropdowns, add audited `sort_order` for planned income rows, and create a runtime DB backup before starting code that may apply an append-only schema migration.\\n\\nFor FinanceManager Vue UI-system/professionalization sprints where the user wants a brighter, more compact Budget dashboard without new finance features, follow `references/primevue-budget-ui-system.md`: prefer PrimeVue 4 + `@primeuix/themes` Aura + Chart.js, do not copy Sakai/Vuestic templates or assets, migrate Budget pages incrementally, preserve existing routes/API clients and Preview → Confirm → Audit boundaries, add PrimeVue/Vitest/jsdom setup, and verify full backend/frontend/secret/Git-safety gates before commit/push.\\n\\n## Required data model areas\\n\\nAt minimum design for:\\n\\n- `platforms`, `accounts`, `instruments`\\n- `transactions` with original currency and CHF fields\\n- `cash_ledger`\\n- derived `positions_current`\\n- `dividends_distributions`\\n- `market_prices`, `fx_rates`\\n- `watchlist_items`\\n- `alerts`\\n- `decision_journal`\\n- `reports`\\n- `data_quality_issues`\\n\\n## CSV/import rules\\n\\n- For broker/bank imports (PostFinance, True Wealth, Raiffeisen), build the safe review layer before productive imports: Import Wizard, instrument mappings, platform/account mappings, dry-run summaries, Manual Review Queue, Data Quality Center and visible read-only/write-enabled state. Follow `references/import-wizard-mapping-layer.md`. When wiring parser output into the wizard, use the synthetic-first parser/dry-run/review-item pipeline in `references/broker-parser-dry-run-pipeline.md`. After explicit approval for real-file dry-runs, follow `references/controlled-real-broker-dry-run.md`: preflight, verified runtime backup, temp-only file handling, aggregate-only reporting, runtime-only review items, and verification that productive positions/ledger rows stayed unchanged. For DOCX portfolio extracts from True Wealth/PostFinance, follow `references/crypto-adjusted-xlsx-and-equity-docx-dryrun.md`: use structural/masked parsing only, count field coverage and mapping status, treat ticker-without-exchange as review-needed, and stop before productive import. If the DOCX dry run shows low ISIN coverage/no cost basis/no transaction history or the user withholds final import approval, switch to `references/equity-docx-instrument-resolver-review-workflow.md`: create `instrument_import_candidates`-style staging, use local Qwen only as an assistive parser if available, classify ticker-only rows as `needs_manual_review`, expose a Mapping Review Queue, and import only later from `confirmed` candidates after explicit approval. If the user rejects productive DOCX import or wants direct manual control, follow `references/manual-equity-etf-entry-wizard.md`: make the main path an audited portfolio-app-style search/add-position wizard with explicit candidate selection, no live API on render, no ticker-only auto-selection, hidden technical IDs in User Mode, cost-basis/FX quality alerts, and audit-log writes. When the user asks to make real dry-run results manually editable, follow `references/broker-review-queue-hardening.md`: add filters/detail views, auditable review-metadata actions, per-item/session import-readiness status, dry-run session management, and Data Quality Center counts while keeping productive portfolio writes disabled. For a guided manual-review pilot on real runtime items, follow `references/guided-manual-review-pilot.md`: select 1–3 clear ETF/equity items (prefer True Wealth), write only audited review metadata, correct only presence booleans if needed, derive `ready_for_import` via readiness logic, and verify productive tables remain unchanged. Before the first productive broker position import, follow `references/broker-import-execution-plan-mini-import.md`: create runtime-only execution plans from the ready review items, validate exact Decimal-text payloads from the runtime source, preserve missing FX/cost-basis quality flags, then import exactly one ledger `initial_position_snapshot` after a verified backup; do not write `positions_snapshot` as the source of truth. After the first mini-import and before broader imports, follow `references/broker-mini-import-regression-and-corrections.md`: verify import links/audit/Decimal handling/re-import blocking, add or test safe void/correction flows, run backup/restore-to-test-DB regression, and only then optionally import one more ready plan. When the user approves finishing a remaining small set, follow `references/broker-mini-import-completion-and-dq-consolidation.md`: first disambiguate active vs resolved stale crypto alerts with `check-data-quality --scope crypto --resolve-fixed`, then import exactly one remaining ready execution plan after backup/verify, and consolidate Review Queue/Data Quality counts without exposing values.\\n- Do not pivot into later analytics modules while the user has asked for import/mapping hardening. Monte Carlo, backtesting, rebalancing, scores, heatmaps and projections are later phases unless explicitly re-authorized.\\n- Use a canonical CSV format before broker-specific importers.\\n- Imports must be idempotent via external transaction ID or row hash.\\n- Importers must separate dry-run and commit modes, collect validation errors explicitly, and always create an `import_sessions` record even for dry runs or failed imports.\\n- Import results should classify rows as new, existing, duplicate, or failed; do not rely on `INSERT OR IGNORE` as the only duplicate-detection mechanism.\\n- Row hashes must be stable and deterministic: normalize key order, whitespace, and `None` versus empty strings while leaving domain-specific canonicalization to the importer.\\n- If a source file has only current holdings and no full history, import it as `initial_position_snapshot` / `initial_cash_snapshot`, not fake historical buys.\\n- Missing historic FX, fees, taxes, dates, investment case, target weights, or dividend details must be flagged as data-quality gaps.\\n\\n## FX and return rules\\n\\nFor acceptance-mode dashboard fixes around manual position entry and valuation UX, follow `references/mvp-acceptance-dashboard-fx-valuation-cleanup.md`: hide internal FX status codes from User Mode, treat CHF as `not_needed`, resolve USD/EUR via cache/provider on explicit save, require a conscious manual-or-missing choice when FX cannot be resolved, and never store `ok` without a rate. For real Runtime-DB Streamlit regression sprints spanning Alerts, navigation, FX/Cash, Equity/ETF interaction, cleanup, no-live-render, browser sanity, and final push verification, also follow `references/dashboard-real-ui-acceptance-regression.md`.\\n\\nFor foreign currency assets, always distinguish:\\n\\n- price/security performance in original currency\\n- FX effect to CHF\\n- realized P&L\\n- unrealized P&L\\n- dividends/distributions/income\\n- fees and taxes\\n- Total Return in CHF\\n\\nEvery transaction/income event needs:\\n\\n- original amount and currency\\n- historical FX rate to CHF, or explicit `fx_status=missing` with a critical data-quality alert\\n- FX source and timestamp\\n- CHF equivalent at event date when FX is known\\n\\nManual FX overrides require a non-empty note and an audit-log entry.\\n\\n## Ledger calculation rules\\n\\n- Cash after system start must be calculated from `transactions`; `cash_balances` is only a snapshot/cache/control view.\\n- `initial_cash_snapshot` and `initial_position_snapshot` are explicit starting truths, not fabricated historical trades.\\n- Implement Weighted Average Cost as the MVP internal performance method: buy fees increase cost basis, partial sells remove proportional cost basis, realized P&L is calculated against average cost, full sells zero remaining quantity/cost basis, and dividends do not alter quantity or cost basis.\\n- WAC is not tax-complete; do not add FIFO/LIFO/tax-lot logic in MVP 1, but keep transaction granularity so it can be added later.\\n- Position calculations must keep zero-quantity historical positions visible when sale history exists.\\n- Missing market price or FX must degrade data quality and suppress precise Total Return CHF rather than inventing a value.\\n- Before productive dashboard use, add alert deduplication per rule/entity/date.\\n- Market-FX for non-CHF market prices belongs to the later Market/FX provider block.\\n\\n## Crypto MVP rules\\n\\n- Crypto inventory is MVP-critical but must remain dummy-first until mapper/dry-run layers are ready; do not touch real coin/wallet files during core implementation. After explicit user approval, real files may be read only from temp/runtime for controlled dry runs using `references/crypto-xlsx-initial-snapshot-dry-run.md`; report only aggregate counts/labels and never quantities or values. Productive safe-subset imports require a second explicit approval and must follow `references/crypto-xlsx-initial-snapshot-production-import.md`: external runtime DB only, no real CSV/XLSX/reports/DBs in Git, Git-safety before/after, import-session + audit-log creation, and aggregate-only reporting. When the user supplies an adjusted real crypto workbook with CoinGecko IDs for missing/previously skipped assets, follow `references/crypto-adjusted-xlsx-and-equity-docx-dryrun.md`: detect the actual structure first, validate IDs against CoinGecko metadata, import only clear missing asset/holding subsets after verified backup, preserve Decimal/Text quantities, ignore legacy CHF values, and delete temporary source files.\\n- Wallet names must be unique; wallet addresses are optional and must not appear in tests/fixtures.\\n- Validate wallet type against: Hardware Wallet, Software Wallet, Exchange, Bank/Broker, DeFi, Sonstiges.\\n- CoinGecko ID is strongly recommended but not hard-required; missing ID creates a data-quality warning and blocks reliable valuation.\\n- Crypto symbols are not globally unique; symbol conflicts require warning/manual selection, never silent merging.\\n- Initial crypto holdings are confirmed snapshots by wallet+asset. Store legacy values for provenance/control only, never current valuation.\\n- Crypto holdings should be calculated/controlled from initial snapshots plus crypto transactions, not silently overwritten.\\n- Crypto transfers require different source/target wallets, quantity > 0, and same asset; coin fees reduce source-wallet balance.\\n- Negative wallet balances should be blocked in MVP and produce a critical alert unless a future explicit correction workflow is implemented.\\n- Crypto buys/sells with fiat impact must create/reference general ledger transactions via `source_type='crypto'`/`source_id` so cash remains ledger-consistent.\\n- Fiat fees should be ledger fees when unambiguous; avoid double counting when a fee is already embedded in sell net proceeds.\\n- Unknown fee currency creates a data-quality warning instead of invented accounting.\\n- Crypto Cost Basis/WAC is not required for MVP 1; MVP 1 prioritizes crypto holdings, wallet structure, current valuation, reports and audit.\\n- Crypto report context/export must be renderer-neutral and local-only: build from SQLite, aggregate by coin and wallet, use local cached prices only, preserve Decimal/Text values, ignore legacy snapshot values for current valuation, include data-quality warnings, and write generated files only to the external runtime reports directory.\\n- Crypto PDF export should be optional-dependency tolerant: prefer PDF when a renderer is available, otherwise fall back to HTML/Markdown with a clear warning while still recording report metadata and audit.\\n- After productive real-data crypto imports, run the post-import runtime verification in `references/crypto-runtime-db-consistency-verification.md`: exact safe-set membership checks, aggregate-only counts, audit/import-session traceability, dashboard render with no live API, runtime-only report generation, and Git-safety before/after.\\n- Manual dashboard additions/corrections/removals after an initial snapshot must follow `references/mvp-crypto-manual-management-ui.md`: no silent `crypto_holdings` mutation, explicit confirmation, mandatory notes for adjustments/removals, audit-log entries with old/new values, Decimal/TEXT quantity handling, no negative holdings, and no live API lookup during render. For dashboard UX/read-model work, also follow `references/dashboard-user-mode-ux-and-runtime-review.md`: split User Mode from Admin/Review/Debug, aggregate coins across wallets, hide technical IDs in normal views, keep cached-price semantics explicit, and make Crypto Manage actions audited workflows rather than raw table edits. For Vue/FastAPI Crypto page hardening, follow `references/crypto-vue-dashboard-readmodel-hardening.md`: aggregate holdings by asset/wallet before applying the latest price, test duplicate-price-row regressions, keep crypto UI compact, hide weak sparklines behind an empty state, and make wallet rows drill into wallet detail.\\n- Crypto tax logic, tax lots, FIFO/LIFO and detailed cost basis are later modules.\\n- Keep crypto assets separate from `instruments` for MVP 1, but later evaluate a shared Asset Master if it improves reporting, performance views or watchlists.\\n\\n## Income/tax rules\\n\\nFor dividends and ETF distributions, separately store:\\n\\n- gross dividend/distribution\\n- Swiss withholding tax 35%\\n- foreign withholding tax\\n- other tax/withholding if present\\n- net amount\\n- original currency\\n- historic FX to CHF\\n- gross/net CHF equivalents\\n- platform/account\\n- ISIN/ticker\\n- payment date\\n- ex-dividend date if available\\n\\nPlan later ESTV/ICTax support for Swiss year-end values and tax reports, but label outputs as technical reports, not tax advice.\\n\\n## Market-data rules\\n\\n- Dashboard reads primarily from local DB, not directly from APIs on page load.\\n- For Equity/ETF FX and market-data hardening after broker mini-imports, follow `references/equity-fx-market-data-phase-c.md`: validate active `missing_fx` alerts by original transaction currency first, correct only CHF false positives with audit, keep foreign-currency missing-FX alerts active until local historical rates exist, use ISIN as instrument identity and provider symbols only as market-data mappings, and run market-price providers only from explicit CLI/scheduled jobs.\\n- For the True-Wealth valuation pilot, follow `references/true-wealth-valuation-pilot-c2.md`: do not import more positions, do not guess provider symbols or hedge status, extend instrument metadata for currency hedging/status/valuation policy/corporate-action state, handle historical-FX paywalls as `manual_override_required` without crashing, align price/FX timestamps before claiming valuation precision, and report only aggregate runtime counts.\\n- For True-Wealth mapping-candidate review after the valuation pilot, follow `references/true-wealth-mapping-candidate-review-c3.md`: create runtime-only provider-symbol candidates keyed by ISIN/instrument, keep name-only or ticker-without-exchange candidates review-required, mark multiple candidates `needs_manual_review`, do not auto-select final mappings on ambiguity, keep hedge/instrument status unknown until confirmed, and ensure market-price dry runs call no provider when there are zero confirmed mappings. For public metadata lookup implementation details, provider result caps, OpenFIGI/Yahoo evidence handling, alert dedupe, runtime-only review templates, and UI/test requirements, use `references/public-instrument-lookup-candidate-generator.md`. For ranking/scoring candidates, generating a runtime-only user decision pack, surfacing `candidate_review_required` and same-ISIN multiple-listing risks, and confirming/rejecting candidates with audit logs, use `references/mapping-candidate-ranking-decision-pack.md`.\\n- For the broader Instrument Catalog + manual-add workflow, follow `references/instrument-catalog-manual-add-workflow.md`: documents/import files are initial-population aids, but the dashboard must allow audited manual add of equities/ETFs and later coins via search, candidate selection, account/wallet selection, Decimal/Text quantity, date, cost-basis/snapshot info and notes. ISIN is primary for equities/ETFs but can have multiple listings; ticker/symbol alone is never unique; provider symbols are market-data mappings only; CoinGecko ID is primary for crypto provider identity. External lookups may use only non-confidential instrument metadata and must never send quantities, balances, account/wallet IDs, cost basis, private notes or source documents. If DOCX/Broker import is not approved or structurally weak, use `references/manual-equity-etf-entry-wizard.md` as the preferred user path: search on explicit click, show candidates, require conscious selection, allow warned manual creation, then review/confirm an audited initial snapshot or transaction. For the concrete Dashboard/User-Mode implementation pattern, provider order (local/OpenFIGI/FMP/Finnhub/manual), runtime `.env` secret lookup, provider-result caching, and final compile/test/Git-safety/commit/push discipline, also follow `references/manual-position-entry-provider-ux.md` and `references/equity-etf-provider-integration-openfigi-fmp.md`. For multi-provider hardening across OpenFIGI/FMP/Finnhub/Twelve Data/Massive/EODHD, follow `references/provider-integration-sprint-v2.md`: support all documented secret aliases including `TWELVEDATA_API_KEY`, keep FMP primary, use Twelve/Finnhub/Massive as fallback, keep EODHD explicit low-volume only, sanitize status/error output, and ensure dashboard status uses non-probing render mode. If provider smoke tests report missing candidates or unreachable providers despite keys being stored, first follow `references/provider-secret-auth-debugging.md`: verify runtime secret loading without printing values, classify 401/403 as `auth_failed` rather than generic reachability failure, and improve status diagnostics before adding features.\\n- First Streamlit MVP should be a safe, local, read-first shell over SQLite with explicit synthetic demo DB creation only; page render functions must not call CoinGecko/market APIs, and tests should prove that by monkeypatching provider methods to fail. When the user asks to move beyond Streamlit, do not mutate the working Streamlit UI first; add a small FastAPI read-only boundary with DTOs and tests, then build a Vue vertical slice. Follow `references/fastapi-vue-dashboard-transition.md`.\\n- Functional UX stabilization work must prioritize making the existing dashboard genuinely usable before adding more pages. Follow `references/dashboard-functional-ux-stabilization.md`: use one navigation system, move executable page modules out of Streamlit `pages/` when using a custom router, hide unfinished pages from User Mode, replace text-link/fake actions with real buttons or disabled controls, enforce session-based Edit Mode for writes, keep IDs/debug notes out of User Mode, and test price/report provider calls happen only on explicit clicks. If the user says the dashboard is still too busy or prototype-like, follow `references/dashboard-usability-simplification.md`: reduce User Mode to only currently useful pages, keep the Command Center calm, avoid misleading `CHF 0.00` Equity/ETF displays when valuation is incomplete, make Crypto the primary MVP surface, and ensure every visible button either works immediately, opens an inline form, or is disabled with a reason. For regression hardening after manual-position/provider work, also follow `references/mvp-dashboard-workflow-regressions.md`: cache-first historical FX, audited Cash wizard writes, explicit-click Equity/ETF and Crypto refreshes, no live API on render, User Mode cache-source labels without raw IDs, and manifest-based runtime cleanup.\\n- Use scheduled jobs to update prices/FX/news.\\n- Store provider, timestamp, quality status and freshness for every price/FX point.\\n- Implement caching, local historical storage, batch requests where possible, provider rate-limit queues, and backoff on HTTP 429.\\n- CoinGecko integrations must be mockable and unit-tested without real API calls; treat HTTP 429 as non-fatal and return a non-fresh data-quality status plus alert after configured retries.\\n- Crypto price refresh belongs in CLI/scheduled-job commands, not dashboard/report rendering. Prefer CoinGecko batch requests over per-coin requests; expose conservative controls (`--sleep-seconds`, `--max-retries`, `--initial-backoff`, `--max-backoff`, `--only-missing`, `--only-stale`, `--only-symbol`, `--limit`, `--dry-run`, `--currency`). Commands should use aggregate-only output (`total_assets/updated/cached/skipped/stale/warnings/errors/assets_still_missing_local_price`), cache by configurable `max_age_seconds`, store exact Decimal prices as TEXT in `crypto_prices`, and verify dashboard/report contexts read local prices with `live_api_calls=False`. For details and tests see `references/crypto-price-refresh-and-idempotent-btc-runtime.md`.\\n- After an accepted sprint, respect an explicit MVP freeze: do not add providers or large features; write/update the sanitized repo report and acceptance checklist, verify with compile/tests/Git-safety, commit/push, and prepare the next real end-to-end runtime test. See `references/mvp-freeze-zwischenbericht-abnahme.md`.\\n- Candidate providers: Finnhub, Financial Modeling Prep, Twelve Data, Stooq, Alpha Vantage selectively, Yahoo Finance fallback only; CoinGecko for crypto; later DefiLlama; ESTV/ICTax for Swiss tax values.\\n\\n## Crypto Decimal precision rules\\n\\nSQLite has no exact native DECIMAL. In the crypto context, store quantities, prices, crypto fees and valuation-relevant amounts as exact Decimal strings (`TEXT`) and compute with Python `Decimal`. Never convert crypto quantity/price/fee/valuation through float/REAL. Format Decimal writes with `format(value, \\\"f\\\")` so small quantities such as `0.00000001` do not become scientific notation. CSV importers must validate Decimal strings, and tests should assert high-precision preservation plus SQLite text storage. For multi-wallet real-data snapshots and Equity/ETF ledger fields, also see `references/multi-wallet-crypto-and-equity-manage-ui.md`; SQLite `NUMERIC` affinity can coerce Decimal-looking text to `real`, so schema/migrations should use `TEXT` for exact quantities, FX rates, original amounts and CHF equivalents where precision matters.\\n\\n## Alert lifecycle rules\\n\\nAlerts must be deduplicated and lifecycle-aware before dashboards run repeated calculations. Use a dedup key from `rule_id`, `entity_type`, `entity_id`, `priority` and an error fingerprint. Alerts should carry `status` (`active`, `resolved`, `muted`), `resolved_at`, optional `muted_until`, `last_seen_at`, `occurrence_count`, `fingerprint` and `dedup_key`. Re-seeing an identical active/resolved/muted alert should update `last_seen_at`/`occurrence_count` rather than create a new active row; changed fingerprints may create a new alert.\\n\\n## Git/GitHub safety\\n\\nCode/scripts/docs may be stored in a private Git repo, but never commit financial data. Use the `github-repo-management` skill and its `references/sensitive-code-backup.md` guidance.\\n\\nMinimum `.gitignore` for finance repos must block `data/`, `reports/`, `exports/`, `backups/`, DB files, spreadsheets, PDFs, DOCX, raw CSV/JSON, `.env`, tokens, credentials and client secrets. Only synthetic examples under `examples/` are acceptable.\\n\\n## MVP implementation safety gate\\n\\nBefore any real broker/bank/portfolio/crypto data is imported, build and verify the safety foundation described in `references/mvp-safety-gate-implementation.md`: repo skeleton, `.gitignore`, `.env.example`, runtime outside repo, settings validation, SQLite schema, synthetic fixtures, audit log, CSV dry-run, duplicate protection, and Git-safety scan. Run the safety scan before staging, committing, or pushing. If GitHub credentials are needed from Drive, use them only in a temporary location and never echo token values.\\n\\n- Before broader productive imports, implement or verify the runtime backup loop in `references/runtime-backup-and-broker-mapping.md`: backup outside Git, SHA256 verification, restore requiring explicit confirmation, tests for backup/restore/checksum, and Git-safety coverage that blocks backup artifacts in the repo. For PostFinance/True Wealth/Raiffeisen, perform structural mapping and dry-runs only until the user approves import; report aggregate counts/field coverage/quality flags only, never real values or raw rows. If backup CLI output is too terse to evidence the backup path/checksum, call `jarvis_finance.runtime.backup.backup_runtime_db(...)` and `verify_backup(...)` directly and report only path-existence/outside-repo/checksum status, not DB contents.\\n\\n## Common pitfalls\\n\\n- In Budget category UX work, do not rely on PrimeVue/DataTable drag-and-drop if it is flaky or hard to test. A robust Up/Down + explicit `Sortierung speichern` flow is acceptable and preferred for this user when it works on desktop and mobile, persists `sort_order`, writes audit events, and reloads in the same order. Reorder endpoints must be scoped by `category_type` so Income and Expense orderings cannot mix, and planned income rows need their own audited `sort_order` flow. See `references/budget-categories-ux-sorting.md`.\\n- Starting later analytics (Monte Carlo, backtesting, rebalancing, scoring, heatmaps, projections) while import/mapping/data-quality phases are still being hardened or while the user explicitly asked to postpone them.\\n- Letting the Budget/Cashflow foundation become a hidden import/rule-engine sprint. Phase 1 should be manual accounts/categories/tags/transactions/transfers/overview only, with Preview → Confirm writes and no VISA/Migros/Cumulus import, duplicate engine, or rule engine unless the user explicitly opens that next phase. See `references/budget-phase1-manual-ledger-foundation.md`.\\n- Treating workbook-derived Budget/Cashflow seeds as safe productive imports. Excel seed parsing may persist review candidates, but must not mutate productive budget plans until explicit Confirm. Always compare candidate counts with the validated dry-run analyzer, preserve ambiguous rows as unclean ranges, and verify aggregate-only that productive budget table counts did not change during seed. See `references/budget-phase12-excel-seed-review.md`.\\n- Letting Phase 1.5-style source-aware Budget/Cashflow import corrections remain row-granular. Migros/Cumulus article rows are detail data, not normal review candidates; aggregate them to receipts and mark previous article candidates `superseded`/archived with audit after a verified runtime backup. Credit-card Migros rows must be `covered_by_migros`, Galaxus must stay review-required/splittable, and AKB/Raiffeisen own-account transfers must be transfer candidates rather than income/expense. See `references/budget-source-aware-import-review.md`.\\n- Over-broad merchant matching in Budget user-category rules. A plain pattern such as `M ` can falsely classify unrelated merchants as Migros; use normalized explicit merchant tokens, guard special abbreviations, and exclude `Migrol` from grocery/Migros coverage when it should classify as fuel/transport. User-rule passes must update candidate metadata only, keep Galaxus/Digitec review-required/splittable, and prove no productive transactions were created. See `references/budget-phase16-user-category-rules.md`.\\n- In Budget/Cashflow workflow-clarification sprints, do not treat transfers as merely a label on expense/income rows. Internal household transfers, credit-card settlements, and True Wealth investment transfers must be explained in Review UX, excluded from Budget income/expense actuals, and surfaced in a dedicated transfer view with from/to accounts. `True Wealth Cash` can be prepared as a target account, but missing runtime accounts must not be silently created; report absence and require Preview → Confirm → Audit for productive creation. Help text belongs in a central help registry/component, not scattered page prose. See `references/budget-workflow-help-ux.md`.\\n- Treating a holdings snapshot as a real transaction history.\\n- Mixing price P&L and FX P&L.\\n- Letting dashboard refreshes hammer APIs.\\n- Committing realistic sample data to Git because the repo is private. Private GitHub is not a financial data vault.\\n- Showing real portfolio values back to the user unnecessarily in summaries.\\n- Designing Git-safety scans that block source package names like `src/.../imports` or `src/.../reports`; block top-level runtime/data directories instead.\\n- In broker/bank real-file dry-runs, aggregating Data Quality flags only for `review_status='open'`. Blocked review items are still actionable data-quality issues; include `open` and `blocked` so defensive Raiffeisen aggregate-only rows remain visible.\\n- Letting manual review actions blur into productive import actions. Review-metadata writes (ISIN/ticker/exchange/account/instrument confirmations, ignore/resolve, dry-run archive/current status) may be allowed with audit logs, but they must not write `positions_snapshot`, `transactions`, `cash_balances`, ledger rows, or cash snapshots. Name-only mapping must never become `mapped`/`ready_for_import`; ticker-only without exchange remains review-needed; `aggregate_only` remains blocked for instrument import. In guided pilots, do not force `ready_for_import` by direct status edits; let readiness logic derive it after audited metadata actions, and if parser presence flags were missed, correct only boolean presence metadata with an audit event, never actual quantities/values.\\n- Skipping the execution-plan layer between ready review items and productive broker imports. A final dry-run should materialize runtime-only execution plans with source row hash, target IDs, exact Decimal-text payload summary, quality flags and planned write status. Productive mini-imports should consume exactly one planned ready payload, write exactly one ledger `initial_position_snapshot`, mark that plan/review item imported, leave the other ready plans untouched, and verify zero direct `positions_snapshot`/cash writes. After the first productive mini-import, do not proceed straight to mass import: run regression checks, implement/test void and correction audit paths, verify backup/restore to a separate test DB, and import at most one additional ready plan. When later completing the final ready plan, first resolve Data Quality alert ambiguity by counting only active alerts (`status='active'`) and treating resolved rows as history; then import exactly one plan and consolidate counts. See `references/broker-import-execution-plan-mini-import.md`, `references/broker-mini-import-regression-and-corrections.md`, and `references/broker-mini-import-completion-and-dq-consolidation.md`.\\n- Running compile/tests before Git-safety and forgetting generated `__pycache__`; remove or ignore generated caches before safety scans. `pytest` may recreate `.pytest_cache`, so remove `__pycache__`/`.pytest_cache` again after test execution and before `git-safety-scan`.\\n- Treating every active `missing_fx` alert after a broker mini-import as a bug. First aggregate by original currency: CHF rows may be false positives (`fx=1`, `not_needed`, resolve with audit), but foreign-currency rows without local historical FX should remain active and block precise CHF valuation until rates are populated.\\n- Auto-mapping Equity/ETF market prices by instrument name or ticker alone. ISIN is the instrument identity, but one ISIN can have multiple listings across exchange/currency, so even ISIN matches may need candidate selection. Provider symbols are separate market-data mappings, ticker without exchange is review-needed, and missing provider symbols should create deduplicated Data Quality alerts rather than triggering provider guesses. For mapping-candidate phases, candidate creation is allowed in the runtime DB, but final selection must remain manual/audited unless the user explicitly approves and the match is unambiguous. Public lookup endpoints can return dozens of listings; cap result sets, dedupe active mapping alerts by rule/entity, and do not treat search-fallback results as ISIN-confirmed unless the provider response supplies ISIN evidence.\\n- Designing future portfolio entry as import-file-only. Imports/documents are for initial population and existing holdings; the system must also support dashboard manual add/search workflows with audited ledger writes, explicit candidate selection, Decimal/Text quantities, required notes where history is incomplete, and no silent overwrites. If the user says DOCX/Broker files are too unsafe or not approved, stop the productive import path and pivot to the manual Equity/ETF wizard in `references/manual-equity-etf-entry-wizard.md`; keep the review queue optional/admin-only, ensure manual-entry broker accounts exist, and do not expose technical IDs in User Mode. The manual entry path must be visible in normal User Mode (e.g. `Position hinzufügen`) with Command Center routing; provider lookup must be explicit-click only, cache results locally, load provider keys from runtime secrets, and degrade missing keys to warnings. See `references/instrument-catalog-manual-add-workflow.md` and `references/manual-position-entry-provider-ux.md`.\\n- Letting an Equity/ETF market-price dry run call providers when no confirmed mappings exist. The safe outcome is `total_mappings=0`, no provider calls, and aggregate reporting only.\\n- For valuation pilots on historical broker snapshots, treating a computable current market value as a clean performance result. `snapshot_only`, `cost_basis_uncertain`, missing hedge confirmation, missing historical FX, stale price/FX timestamp alignment, or suspected corporate actions must keep valuation `partially_valuable` or suppress precise Total Return until reviewed.\\n- Inferring CHF-hedged ETF behavior from the name alone. Hedge status is methodology-critical: unknown status should create a warning/review item; confirmed CHF hedging must prevent naive free FX-PnL attribution.\\n- Crashing or blocking on historical-FX provider paywalls. Persist `manual_override_required`, create deduplicated alerts, keep the flow moving, and require a noted audited manual override instead of guessing latest FX.\\n- Productive real-data imports can partially write before surfacing schema/importer compatibility issues. Do not rerun blindly or dump row-level data; inspect aggregate counts and unique identifiers needed for idempotency, patch/complete via missing-only inserts, then verify committed import session, audit log, Git clean and Git-safety OK.\\n- In controlled one-coin runtime tests from a real XLSX, distinguish **one coin/asset** from **one holding/wallet row**. A coin may be split across multiple wallet columns; if the user required an unambiguous target wallet or one holding, stop and ask rather than choosing a wallet silently. If the user explicitly approves multi-wallet import for that coin, import exactly one asset plus one audited holding per non-empty approved wallet cell; verify aggregate counts only. If re-running a BTC/single-coin test finds the exact approved asset and holdings already present, do not import duplicates; perform the aggregate-only idempotency checks and report that asset/holding counts did not increase because duplicate prevention succeeded. See `references/crypto-single-coin-runtime-test.md`, `references/multi-wallet-crypto-and-equity-manage-ui.md`, and `references/crypto-price-refresh-and-idempotent-btc-runtime.md`.\\n- After productive crypto imports, do a separate aggregate-only consistency pass before building new features: DB/runtime outside repo, exact safe-subset membership, no duplicate/negative/orphan holdings, correct snapshot date, null legacy-value fields when ignored, import sessions committed, holding-level audit traces present, dashboard local-read/no-live-API verified, and report generated only under runtime reports.\\n- Letting a dashboard correction UI mutate crypto holdings directly. Add/remove/edit operations must become audited transactions or `manual_adjustment` events with mandatory notes where appropriate; preserve history instead of silently overwriting balances.\\n- Letting normal dashboard pages become technical raw-table dumps. For this user's Finance dashboard, implement an Alltag/User Mode that hides internal IDs/provider internals and presents aggregate, actionable read models; keep raw identifiers, candidate details and audit/debug fields in Admin/Review/Data Quality views. See `references/dashboard-user-mode-ux-and-runtime-review.md`.\\n- Treating Streamlit/dashboard UX stabilization as a chance to build more modules. When the user complains about prototype feel or duplicated workflows, first eliminate duplicate navigation, empty User Mode pages, fake/text buttons, unclear Read-only/Edit state, and raw technical IDs. Keep unfinished pages in Admin/Debug or hide them; every visible button must work, prefill a real workflow, or be disabled with a reason. For Budget candidate workflows specifically, do not keep Import Review and Category Assignment as two pages over the same rows; centralize them as **Buchungen prüfen** and ensure Confirm really books a productive transaction before claiming acceptance. See `references/dashboard-functional-ux-stabilization.md`, `references/dashboard-usability-simplification.md`, and `references/budget-phase18-core-confirm-flow.md`.\\n- In Finance Command Center / Monthly Close work, do not let a management dashboard become another feature engine. It should summarize confirmed-only local DB/cache data and route to existing work pages; no live provider calls on render, no new import sources, no OCR, no auto-booking. Validate month input as strict `YYYY-MM`, use `>= first_day` and `< next_month` for monthly actuals, derive budget/fixed-cost contexts from the selected month, and use local-date `YYYY-MM` in Vue rather than UTC ISO slicing. Runtime reports must resolve under the runtime reports directory outside Git before writing. See `references/finance-command-center-monthly-close-v1.md`.\\n- In Migros grocery optimizer work, do not calculate optimized totals from more stores than the emitted shopping list allows. Choose/enforce the allowed retailer subset (`max_store_count <= 3`) before calculating totals/savings; products whose cheapest safe match is outside the subset must keep their Migros price and be marked `not_selected_due_to_store_limit`. Also do not render include checkboxes as decorative controls: bind them to state, send `included_product_item_ids`, filter backend items before totals, and reset include state whenever the user switches receipts. See `references/migros-grocery-optimizer-v1.md`.\\n- In Budget/Cashflow review-productivity/core-correctness sprints, confusing built batch tooling with permission to use it productively. Build and test batch confirm on synthetic/test DB data, but for real runtime candidates keep Batch Confirm behind Preview → explicit user Confirm and do not mass-confirm real candidates during the implementation sprint. Rule MVP and Merchant/Alias actions must set candidate suggestions only, never create `budget_transactions`; split Confirm must exact-match candidate totals and audit all created linked transactions. Duplicate candidates require an explicit `allow_duplicate`/`Trotzdem bestätigen` path with category/account/year and audit; normal Confirm must block them. User Mode must show labels like `Prüfung nötig`/`Vorgeschlagen` instead of raw enums such as `needs_review`/`auto_categorized`. When the active budget year is fixed (e.g. 2026), make every default Review/Summary/Effective/Budgetstatus/Chart query year-aware, archive old-year candidates as reference, and block out-of-year confirms. For bulk review fixes specifically, centralize blocker checks so preview and confirm agree; normal bulk category assignment must skip blocked statuses with per-candidate errors; final confirm stays disabled until all selected candidates have categories and no duplicate/covered/transfer/missing-field blockers. For planning/forecast work, do not invent a parallel actuals model: use confirmed transactions for actuals, existing budget-plan structures for plan values where possible, and a small Decimal-text baseline/reference table for prior-year/manual values only when the existing schema lacks that concept. See `references/budget-phase19-review-productivity.md`, `references/budget-phase110-2026-core-cleanup.md`, `references/budget-import-review-production-v1.md`, `references/budget-review-bulk-assign-confirm.md`, and `references/budget-planning-forecast-v1.md`.\\n- In Budgetstatus work, accidentally showing only categories with budget plans. The table must be Full-Outer-Join-style over active plans and confirmed active-year actuals: actual-only categories must appear with `ohne Budget`, plan-only categories must remain visible with neutral/no-actuals status, and empty categories without plan/actuals stay hidden. Subcategory postings must appear on the booked subcategory and aggregate into parent rollups; do not move transactions just to make a parent row visible. See `references/budget-phase111-status-income-formatting.md`.\\n- Letting dashboard Decimal strings leak raw into the Vue UI. Long values such as `4019.308333333333482` are unacceptable in User Mode: use central Vue formatters for money/percent/quantity, keep Decimal/TEXT storage and domain calculations intact, and update contract tests when DTO display output intentionally standardizes to `0.00`. See `references/budget-phase111-status-income-formatting.md`.\\n- Treating mobile readiness as a narrow CSS tweak or, worse, as permission to start new finance modules. For iPhone/iPad FinanceManager work, preserve desktop tables but add mobile card lists, compact navigation, touch-friendly drawers/buttons, and route/Tailscale sanity; do not start VISA/Migros/OCR/rule/duplicate/provider engines, and do not claim viewport emulation unless browser tooling actually did it. See `references/vue-mobile-ux-sprint.md`.\\n- Building a parallel model for Budget Einkünfte when existing budget plans are enough. Income MVP should use `budget_plan_items` with income categories, add/archive with audit, derive monthly/yearly values from cadence, list Excel income candidates aggregate-only, and keep Review/Confirm as the productive write boundary. See `references/budget-phase111-status-income-formatting.md`.\\n- Letting an accepted sprint half-finished because the next feature is tempting. If cleanup, final tests, Git-safety, commit, and push are still missing, finish those in order before starting new work. Remove `.pytest_cache`/`__pycache__` before and after tests, then run Git-safety, `git diff --check`, verify clean status, commit, push, and fetch/update `origin/main` to prove sync. If normal `origin` verification is unauthenticated but a FinanceManager runtime GitHub token is available, verify the remote hash through a temporary authenticated URL and unset it immediately; do not set token-bearing remotes or print the token. See `references/dashboard-usability-simplification.md` and `references/dashboard-user-mode-finalization-and-push.md`.\\n- Breaking an explicit MVP freeze by adding more providers/features after the user accepted the sprint. In freeze mode, produce the sanitized Zwischenbericht/Abnahmeplan, separate implemented vs not-finished vs risks, include concrete user acceptance checklists, and run the same verification/push discipline as code changes. See `references/mvp-freeze-zwischenbericht-abnahme.md`.\\n- During Budget/Cashflow runtime cleanup or UAT, allowing test/seed rows to leak into User Mode is a correctness bug. Create a runtime backup first, report dry-run counts only, archive/deactivate UAT artefacts with audit, then verify user-facing APIs/pages return zero matching visible objects. If you create temporary runtime UAT rows to prove Confirm/category/ignore flows, archive them immediately after verification. See `references/budget-phase18-core-confirm-flow.md`.\\n- Rebuilding SQLite tables with `ALTER TABLE ... RENAME TO ...` without checking dependent foreign keys. SQLite can rewrite dependent table references to the temporary table name, causing later inserts to fail with `no such table: main.<temp_table>`. After migrations that rebuild budget transactions/candidates, inspect `sqlite_master` for `__phase` references and regression-test dependent inserts into tags/transfers/line-items/splits. See `references/budget-phase18-core-confirm-flow.md`.\\n- Running Git-safety immediately after pytest without cleaning generated caches. Pytest can recreate `.pytest_cache`; remove `.pytest_cache` and `__pycache__` after the final test run, then run Git-safety before staging/commit/push.\\n- In MVP acceptance mode, exposing raw internal workflow states (`ok`, `missing`, `manual_override_required`, `not_needed`) to User Mode is a bug, not documentation. Convert them into plain choices such as automatic FX, manual FX, or save incomplete; keep the stored internal status deterministic and audited.\\n- Treating absent CoinGecko/Crypto detailcache code as something to invent during an acceptance bugfix sprint. If the codebase has no implementation, report it as an explicit open gap unless the user authorizes a new feature mini-sprint.\\n- Relying on the user's prose description of a spreadsheet layout instead of detecting the actual workbook structure. In adjusted crypto XLSX files, CoinGecko IDs may appear as an `API ID` column in the same row rather than a preceding row; use the detected structure, validate IDs, and report the difference aggregate-only.\\n- Treating formula/scientific-notation source cells as automatic import blockers. Count them, but block only when exact Decimal/Text conversion fails; never use float arithmetic for crypto quantities.\\n- Printing raw DOCX/table rows while analyzing real broker files. Use masked structural flags and aggregate counts only; real position names/values/quantities stay out of chat/log summaries.\\n- Counting ticker-like tokens from DOCX as confirmed Equity/ETF mappings. Without ISIN plus exchange/provider confirmation, mappings are `probable` or `needs_manual_review`, not productive-import ready.\\n- Treating low-confidence Equity/ETF DOCX extraction as enough for import. If most positions lack ISIN, cost basis or transaction history, build/operate a staging resolver and Mapping Review Queue first. Ticker-only rows stay `needs_manual_review`; local Qwen may help extract candidates but must not decide mappings or write ledger rows. See `references/equity-docx-instrument-resolver-review-workflow.md`.\\n- Treating verifier/file-mutation warnings as either automatically true or automatically false. Check the exact commit with `git show --name-status --patch <commit> -- <file>`, then separately verify whether the test matrix actually covers the promised cases.\\n- Treating provider lookup smoke-test failures as simple `not reachable` / `no candidates` when runtime keys exist. Follow `references/provider-secret-auth-debugging.md`: confirm the runtime secret file is loaded without printing values, verify OpenFIGI uses `X-OPENFIGI-APIKEY` header and FMP uses `apikey`, split network reachability from provider auth, and classify HTTP 401/403 as `auth_failed`, 429 as `rate_limited`, empty 2xx as `no_results`, and DNS/timeout as `network_error`. Do not start a new feature block until the secret/auth diagnosis is resolved.\\n- Letting multi-provider market-data integration become implicit dashboard behavior or an API-call spray. Follow `references/provider-integration-sprint-v2.md`: normal dashboard render must use local DB/non-probing status only; provider calls require explicit click/CLI/schedule; FMP remains primary for search/price preview; Twelve Data/Finnhub/Massive are fallbacks; EODHD is never default and requires explicit low-volume opt-in; provider statuses and errors must be sanitized categories, not raw responses or secret-bearing URLs.\\n- Adding a browser frontend without expanding Git-safety and secret boundaries. For FinanceManager Vue/FastAPI work, block `frontend/dist`, `frontend/node_modules`, `.vite`, and `.env.*` except `.env.example`; provider keys stay backend/runtime-only and must not appear in `VITE_*` variables. FastAPI tests that inject an in-memory SQLite connection through `TestClient` need `check_same_thread=False`, otherwise SQLite may fail in the worker thread.\\n- Implementing Vue auto-load as hidden provider refresh. Auto-load is allowed only for local FastAPI/runtime DTOs; render must not call CoinGecko/OpenFIGI/FMP/Finnhub/Yahoo/etc. Add visible local-data status, explicit refresh semantics, and browser performance checks for zero external provider resources. For launch/browser sanity/process hygiene, follow `references/vue-dashboard-autoload-runtime-operations.md`.\\n- Claiming the Vue/FastAPI dashboard was restarted before proving the browser-visible Tailscale path works. For remote/iPhone use, localhost checks are insufficient: kill stale listeners, restart backend/frontend, verify `ss` listener bind addresses, verify `/api/runtime/status` through `http://<tailscale-host>:5173`, and confirm the delivered Vite client has `VITE_API_BASE_URL=http://<tailscale-host>:5173`. See `references/vue-dashboard-tailscale-api-base.md`.\\n- In Budget UX v2-style transaction/analysis sprints, letting an accepted reference analysis remain uncommitted or letting the sprint drift into Heatmap/Sunburst/Explorer/import-wizard work. Commit the accepted Markdown analysis with the feature, keep scope to navigation, confirmed transaction lists, calm review UX, category/month/budget-vs-actual analysis, and category bucket/merge-preview work. For Tailscale/iPhone, do not start Vite with `VITE_API_BASE_URL=http://127.0.0.1:8000`; use the browser-visible Tailscale Vite origin so `/api` proxy calls work remotely. See `references/budget-ux-v2-transaction-analysis-hub.md`.\\n- Treating `npm install` as part of the normal Vue dashboard restart. If `frontend/node_modules` exists, start Vite directly with the correct environment; reserve install for dependency changes or missing modules.\\n- Joining crypto holdings directly to historical/current price rows in detail or wallet readmodels. Multiple price rows per asset can duplicate wallet allocations and inflate values. Aggregate holdings by asset/wallet first, fetch the latest price once per asset, then value the aggregate; regression-test one asset split across wallets plus multiple price rows. See `references/crypto-vue-dashboard-readmodel-hardening.md`.\\n- Shipping a Vue/FastAPI cockpit update after tests pass but before real browser/API sanity from the current checkout. Stale uvicorn/node processes can mask route changes; if OpenAPI or click behavior looks stale, check/kill the process bound to the port and restart from the working tree. Verify `/positions/add`, `/equity` row-click drawers, `/openapi.json` endpoint registration, frontend tests/build from `frontend/`, changed-file/build-artifact secret scans, commit, push, and remote hash equality. See `references/vue-cockpit-v11-preview-confirm-drawers.md`.\\n- During Vue/FastAPI UAT, letting `JARVIS_FINANCE_DB_PATH` leak from the UAT server environment into pytest can make unit tests hit the UAT DB instead of their temporary runtime; unset it before full pytest unless the test explicitly requires a fixed DB path. For manual Cash and Equity/ETF Preview → Confirm flows, verify both persisted domain state and audit rows; Cash may currently need a bridge write to both ledger `transactions` and `cash_balances` compatibility/control rows. For the v1.2 completion pass, use `references/vue-manual-entry-v12-acceptance-completion.md`: update frontend mocks when moving from bare `searchInstruments` to provider-search DTOs, archive review/test accounts even when they have no remaining equity transactions, remove `.pytest_cache` and `frontend/dist` after tests/build before Git-safety, and verify authenticated push by remote-hash equality without printing or storing the token. For provider-search/preview-confirm hardening, use `references/vue-provider-preview-confirm-hardening.md`: Preview must not materialize provider/catalog instruments, Confirm is the write boundary, provider dedupe must preserve ISIN cross-listings by exchange/currency, cached CoinGecko URLs must be sanitized before DTO/DOM use, and independent re-review should focus on these exact failure modes. See `references/vue-cockpit-uat-preview-confirm-acceptance.md`.\\n- In FinanceManager Vue UI-system sprints, confusing design-system adoption with a template migration or feature sprint. Do not copy full Sakai/Vuestic templates or assets, do not expand Budget/import logic, and do not replace routes/API clients wholesale. Prefer incremental PrimeVue/Aura page refactors with visible user semantics around charts/tables, Vitest PrimeVue/jsdom setup, and full compile/test/build/secret/Git-safety verification. See `references/primevue-budget-ui-system.md`.\\n- Treating external Vue/finance-dashboard references as a license-free component source or as authorization for a new feature sprint. When the user provides reference apps, first produce a reference analysis, design matrix, small UI design system, layout sketch, and component hierarchy; then apply only controlled read-only UX improvements. Copy no code/assets/branding, keep Streamlit as Admin/Fallback if applicable, avoid normal-render API calls, and park budgeting/FIRE/forecast/goal modules as roadmap unless explicitly authorized. 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      "content": "{\"success\": true, \"name\": \"test-driven-development\", \"description\": \"TDD: enforce RED-GREEN-REFACTOR, tests before code.\", \"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"], \"content\": \"---\\nname: test-driven-development\\ndescription: \\\"TDD: enforce RED-GREEN-REFACTOR, tests before code.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent (adapted from obra/superpowers)\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [testing, tdd, development, quality, red-green-refactor]\\n    related_skills: [systematic-debugging, writing-plans, subagent-driven-development]\\n---\\n\\n# Test-Driven Development (TDD)\\n\\n## Overview\\n\\nWrite the test first. Watch it fail. Write minimal code to pass.\\n\\n**Core principle:** If you didn't watch the test fail, you don't know if it tests the right thing.\\n\\n**Violating the letter of the rules is violating the spirit of the rules.**\\n\\n## When to Use\\n\\n**Always:**\\n- New features\\n- Bug fixes\\n- Refactoring\\n- Behavior changes\\n\\n**Exceptions (ask the user first):**\\n- Throwaway prototypes\\n- Generated code\\n- Configuration files\\n\\nThinking \\\"skip TDD just this once\\\"? Stop. That's rationalization.\\n\\n## The Iron Law\\n\\n```\\nNO PRODUCTION CODE WITHOUT A FAILING TEST FIRST\\n```\\n\\nWrite code before the test? Delete it. Start over.\\n\\n**No exceptions:**\\n- Don't keep it as \\\"reference\\\"\\n- Don't \\\"adapt\\\" it while writing tests\\n- Don't look at it\\n- Delete means delete\\n\\nImplement fresh from tests. Period.\\n\\n## Red-Green-Refactor Cycle\\n\\n### RED — Write Failing Test\\n\\nWrite one minimal test showing what should happen.\\n\\n**Good test:**\\n```python\\ndef test_retries_failed_operations_3_times():\\n    attempts = 0\\n    def operation():\\n        nonlocal attempts\\n        attempts += 1\\n        if attempts < 3:\\n            raise Exception('fail')\\n        return 'success'\\n\\n    result = retry_operation(operation)\\n\\n    assert result == 'success'\\n    assert attempts == 3\\n```\\nClear name, tests real behavior, one thing.\\n\\n**Bad test:**\\n```python\\ndef test_retry_works():\\n    mock = MagicMock()\\n    mock.side_effect = [Exception(), Exception(), 'success']\\n    result = retry_operation(mock)\\n    assert result == 'success'  # What about retry count? Timing?\\n```\\nVague name, tests mock not real code.\\n\\n**Requirements:**\\n- One behavior per test\\n- Clear descriptive name (\\\"and\\\" in name? Split it)\\n- Real code, not mocks (unless truly unavoidable)\\n- Name describes behavior, not implementation\\n\\n### Verify RED — Watch It Fail\\n\\n**MANDATORY. Never skip.**\\n\\n```bash\\n# Use terminal tool to run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n```\\n\\nConfirm:\\n- Test fails (not errors from typos)\\n- Failure message is expected\\n- Fails because the feature is missing\\n\\n**Test passes immediately?** You're testing existing behavior. Fix the test.\\n\\n**Test errors?** Fix the error, re-run until it fails correctly.\\n\\n### GREEN — Minimal Code\\n\\nWrite the simplest code to pass the test. Nothing more.\\n\\n**Good:**\\n```python\\ndef add(a, b):\\n    return a + b  # Nothing extra\\n```\\n\\n**Bad:**\\n```python\\ndef add(a, b):\\n    result = a + b\\n    logging.info(f\\\"Adding {a} + {b} = {result}\\\")  # Extra!\\n    return result\\n```\\n\\nDon't add features, refactor other code, or \\\"improve\\\" beyond the test.\\n\\n**Cheating is OK in GREEN:**\\n- Hardcode return values\\n- Copy-paste\\n- Duplicate code\\n- Skip edge cases\\n\\nWe'll fix it in REFACTOR.\\n\\n### Verify GREEN — Watch It Pass\\n\\n**MANDATORY.**\\n\\n```bash\\n# Run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n\\n# Then run ALL tests to check for regressions\\npytest tests/ -q\\n```\\n\\nConfirm:\\n- Test passes\\n- Other tests still pass\\n- Output pristine (no errors, warnings)\\n\\n**Test fails?** Fix the code, not the test.\\n\\n**Other tests fail?** Fix regressions now.\\n\\n### REFACTOR — Clean Up\\n\\nAfter green only:\\n- Remove duplication\\n- Improve names\\n- Extract helpers\\n- Simplify expressions\\n\\nKeep tests green throughout. Don't add behavior.\\n\\n**If tests fail during refactor:** Undo immediately. Take smaller steps.\\n\\n### Repeat\\n\\nNext failing test for next behavior. One cycle at a time.\\n\\n## Why Order Matters\\n\\n**\\\"I'll write tests after to verify it works\\\"**\\n\\nTests written after code pass immediately. Passing immediately proves nothing:\\n- Might test the wrong thing\\n- Might test implementation, not behavior\\n- Might miss edge cases you forgot\\n- You never saw it catch the bug\\n\\nTest-first forces you to see the test fail, proving it actually tests something.\\n\\n**\\\"I already manually tested all the edge cases\\\"**\\n\\nManual testing is ad-hoc. You think you tested everything but:\\n- No record of what you tested\\n- Can't re-run when code changes\\n- Easy to forget cases under pressure\\n- \\\"It worked when I tried it\\\" ≠ comprehensive\\n\\nAutomated tests are systematic. They run the same way every time.\\n\\n**\\\"Deleting X hours of work is wasteful\\\"**\\n\\nSunk cost fallacy. The time is already gone. Your choice now:\\n- Delete and rewrite with TDD (high confidence)\\n- Keep it and add tests after (low confidence, likely bugs)\\n\\nThe \\\"waste\\\" is keeping code you can't trust.\\n\\n**\\\"TDD is dogmatic, being pragmatic means adapting\\\"**\\n\\nTDD IS pragmatic:\\n- Finds bugs before commit (faster than debugging after)\\n- Prevents regressions (tests catch breaks immediately)\\n- Documents behavior (tests show how to use code)\\n- Enables refactoring (change freely, tests catch breaks)\\n\\n\\\"Pragmatic\\\" shortcuts = debugging in production = slower.\\n\\n**\\\"Tests after achieve the same goals — it's spirit not ritual\\\"**\\n\\nNo. Tests-after answer \\\"What does this do?\\\" Tests-first answer \\\"What should this do?\\\"\\n\\nTests-after are biased by your implementation. You test what you built, not what's required. Tests-first force edge case discovery before implementing.\\n\\n## Common Rationalizations\\n\\n| Excuse | Reality |\\n|--------|---------|\\n| \\\"Too simple to test\\\" | Simple code breaks. Test takes 30 seconds. |\\n| \\\"I'll test after\\\" | Tests passing immediately prove nothing. |\\n| \\\"Tests after achieve same goals\\\" | Tests-after = \\\"what does this do?\\\" Tests-first = \\\"what should this do?\\\" |\\n| \\\"Already manually tested\\\" | Ad-hoc ≠ systematic. No record, can't re-run. |\\n| \\\"Deleting X hours is wasteful\\\" | Sunk cost fallacy. Keeping unverified code is technical debt. |\\n| \\\"Keep as reference, write tests first\\\" | You'll adapt it. That's testing after. Delete means delete. |\\n| \\\"Need to explore first\\\" | Fine. Throw away exploration, start with TDD. |\\n| \\\"Test hard = design unclear\\\" | Listen to the test. Hard to test = hard to use. |\\n| \\\"TDD will slow me down\\\" | TDD faster than debugging. Pragmatic = test-first. |\\n| \\\"Manual test faster\\\" | Manual doesn't prove edge cases. You'll re-test every change. |\\n| \\\"Existing code has no tests\\\" | You're improving it. Add tests for the code you touch. |\\n\\n## Red Flags — STOP and Start Over\\n\\nIf you catch yourself doing any of these, delete the code and restart with TDD:\\n\\n- Code before test\\n- Test after implementation\\n- Test passes immediately on first run\\n- Can't explain why test failed\\n- Tests added \\\"later\\\"\\n- Rationalizing \\\"just this once\\\"\\n- \\\"I already manually tested it\\\"\\n- \\\"Tests after achieve the same purpose\\\"\\n- \\\"Keep as reference\\\" or \\\"adapt existing code\\\"\\n- \\\"Already spent X hours, deleting is wasteful\\\"\\n- \\\"TDD is dogmatic, I'm being pragmatic\\\"\\n- \\\"This is different because...\\\"\\n\\n**All of these mean: Delete code. Start over with TDD.**\\n\\n## Verification Checklist\\n\\nBefore marking work complete:\\n\\n- [ ] Every new function/method has a test\\n- [ ] Watched each test fail before implementing\\n- [ ] Each test failed for expected reason (feature missing, not typo)\\n- [ ] Wrote minimal code to pass each test\\n- [ ] All tests pass\\n- [ ] Output pristine (no errors, warnings)\\n- [ ] Tests use real code (mocks only if unavoidable)\\n- [ ] Edge cases and errors covered\\n\\nCan't check all boxes? You skipped TDD. Start over.\\n\\n## When Stuck\\n\\n| Problem | Solution |\\n|---------|----------|\\n| Don't know how to test | Write the wished-for API. Write the assertion first. Ask the user. |\\n| Test too complicated | Design too complicated. Simplify the interface. |\\n| Must mock everything | Code too coupled. Use dependency injection. |\\n| Test setup huge | Extract helpers. Still complex? Simplify the design. |\\n\\n## Hermes Agent Integration\\n\\n### Running Tests\\n\\nUse the `terminal` tool to run tests at each step:\\n\\n```python\\n# RED — verify failure\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# GREEN — verify pass\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# Full suite — verify no regressions\\nterminal(\\\"pytest tests/ -q\\\")\\n```\\n\\n### With delegate_task\\n\\nWhen dispatching subagents for implementation, enforce TDD in the goal:\\n\\n```python\\ndelegate_task(\\n    goal=\\\"Implement [feature] using strict TDD\\\",\\n    context=\\\"\\\"\\\"\\n    Follow test-driven-development skill:\\n    1. Write failing test FIRST\\n    2. Run test to verify it fails\\n    3. Write minimal code to pass\\n    4. Run test to verify it passes\\n    5. Refactor if needed\\n    6. Commit\\n\\n    Project test command: pytest tests/ -q\\n    Project structure: [describe relevant files]\\n    \\\"\\\"\\\",\\n    toolsets=['terminal', 'file']\\n)\\n```\\n\\n### With systematic-debugging\\n\\nBug found? Write failing test reproducing it. Follow TDD cycle. The test proves the fix and prevents regression.\\n\\nNever fix bugs without a test.\\n\\n## Testing Anti-Patterns\\n\\n- **Testing mock behavior instead of real behavior** — mocks should verify interactions, not replace the system under test\\n- **Testing implementation details** — test behavior/results, not internal method calls\\n- **Happy path only** — always test edge cases, errors, and boundaries\\n- **Brittle tests** — tests should verify behavior, not structure; refactoring shouldn't break them\\n\\n## Final Rule\\n\\n```\\nProduction code → test exists and failed first\\nOtherwise → not TDD\\n```\\n\\nNo exceptions without the user's explicit permission.\\n\", \"path\": \"software-development/test-driven-development/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/software-development/test-driven-development\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"]}}}",
      "tool_call_id": "call_5cOi8LpqNTHFgX3pRNq3sRk8"
    },
    {
      "role": "tool",
      "name": "skill_view",
      "content": "{\"success\": true, \"name\": \"github-pr-workflow\", \"description\": \"GitHub PR lifecycle: branch, commit, open, CI, merge.\", \"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"], \"content\": \"---\\nname: github-pr-workflow\\ndescription: \\\"GitHub PR lifecycle: branch, commit, open, CI, merge.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [GitHub, Pull-Requests, CI/CD, Git, Automation, Merge]\\n    related_skills: [github-auth, github-code-review]\\n---\\n\\n# GitHub Pull Request Workflow\\n\\nComplete guide for managing the PR lifecycle. Each section shows the `gh` way first, then the `git` + `curl` fallback for machines without `gh`.\\n\\nFor private HTTPS remotes where an agent must push with a token but PR creation may be blocked by token scope, see `references/private-repo-token-push-pr.md`.\\n\\n## Prerequisites\\n\\n- Authenticated with GitHub (see `github-auth` skill)\\n- Inside a git repository with a GitHub remote\\n\\n### Quick Auth Detection\\n\\n```bash\\n# Determine which method to use throughout this workflow\\nif command -v gh &>/dev/null && gh auth status &>/dev/null; then\\n  AUTH=\\\"gh\\\"\\nelse\\n  AUTH=\\\"git\\\"\\n  # Ensure we have a token for API calls\\n  if [ -z \\\"$GITHUB_TOKEN\\\" ]; then\\n    if [ -f ~/.hermes/.env ] && grep -q \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env; then\\n      GITHUB_TOKEN=$(grep \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env | head -1 | cut -d= -f2 | tr -d '\\\\n\\\\r')\\n    elif grep -q \\\"github.com\\\" ~/.git-credentials 2>/dev/null; then\\n      GITHUB_TOKEN=$(grep \\\"github.com\\\" ~/.git-credentials 2>/dev/null | head -1 | sed 's|https://[^:]*:\\\\([^@]*\\\\)@.*|\\\\1|')\\n    fi\\n  fi\\nfi\\necho \\\"Using: $AUTH\\\"\\n```\\n\\n### Extracting Owner/Repo from the Git Remote\\n\\nMany `curl` commands need `owner/repo`. Extract it from the git remote:\\n\\n```bash\\n# Works for both HTTPS and SSH remote URLs\\nREMOTE_URL=$(git remote get-url origin)\\nOWNER_REPO=$(echo \\\"$REMOTE_URL\\\" | sed -E 's|.*github\\\\.com[:/]||; s|\\\\.git$||')\\nOWNER=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f1)\\nREPO=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f2)\\necho \\\"Owner: $OWNER, Repo: $REPO\\\"\\n```\\n\\n---\\n\\n## 1. Branch Creation\\n\\nThis part is pure `git` — identical either way:\\n\\n```bash\\n# Make sure you're up to date\\ngit fetch origin\\ngit checkout main && git pull origin main\\n\\n# Create and switch to a new branch\\ngit checkout -b feat/add-user-authentication\\n```\\n\\nBranch naming conventions:\\n- `feat/description` — new features\\n- `fix/description` — bug fixes\\n- `refactor/description` — code restructuring\\n- `docs/description` — documentation\\n- `ci/description` — CI/CD changes\\n\\n## 2. Making Commits\\n\\nUse the agent's file tools (`write_file`, `patch`) to make changes, then commit:\\n\\n```bash\\n# Stage specific files\\ngit add src/auth.py src/models/user.py tests/test_auth.py\\n\\n# Commit with a conventional commit message\\ngit commit -m \\\"feat: add JWT-based user authentication\\n\\n- Add login/register endpoints\\n- Add User model with password hashing\\n- Add auth middleware for protected routes\\n- Add unit tests for auth flow\\\"\\n```\\n\\nCommit message format (Conventional Commits):\\n```\\ntype(scope): short description\\n\\nLonger explanation if needed. Wrap at 72 characters.\\n```\\n\\nTypes: `feat`, `fix`, `refactor`, `docs`, `test`, `ci`, `chore`, `perf`\\n\\n## 3. Pushing and Creating a PR\\n\\n### Push the Branch (same either way)\\n\\n```bash\\ngit push -u origin HEAD\\n```\\n\\nIf the remote is HTTPS and interactive username/password prompts fail in an agent/non-TTY environment, use a temporary `GIT_ASKPASS` helper instead of embedding tokens in the remote URL. Keep the token in an environment variable, never echo it, and remove the helper after push/verification:\\n\\n```bash\\n# Ensure the askpass child process can see the token.\\nexport GITHUB_TOKEN\\nASKPASS=$(mktemp)\\ncat > \\\"$ASKPASS\\\" <<'SH'\\n#!/bin/sh\\ncase \\\"$1\\\" in\\n  *Username*) printf '%s\\\\n' x-access-token ;;\\n  *Password*) printf '%s\\\\n' \\\"$GITHUB_TOKEN\\\" ;;\\n  *) printf '\\\\n' ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\ntrap 'rm -f \\\"$ASKPASS\\\"' EXIT\\nGIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git push -u origin HEAD\\n\\n# Optional authenticated remote-hash verification for private repos.\\nBRANCH=$(git branch --show-current)\\nLOCAL=$(git rev-parse HEAD)\\nREMOTE=$(GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0 git ls-remote origin \\\"refs/heads/$BRANCH\\\" | awk '{print $1}')\\ntest \\\"$LOCAL\\\" = \\\"$REMOTE\\\"\\n\\nrm -f \\\"$ASKPASS\\\"\\n```\\n\\nThe `export GITHUB_TOKEN` line is not cosmetic: `GIT_ASKPASS` executes as a child process, so a shell variable that is not exported will look empty and GitHub will reject the push as an invalid username/token even when token extraction succeeded.\\n\\nIf push succeeds through a temporary authenticated URL or helper but local `git status` still shows `ahead`, the tracking ref may simply be stale because later `ls-remote`/`fetch origin` was unauthenticated. Verify with an authenticated `git ls-remote` against the same branch, then update `refs/remotes/origin/<branch>` via an authenticated fetch. Treat push success and remote-hash equality as the source of truth; do not print token-bearing URLs or persist them as remotes.\\n\\nDo not set token-bearing remotes, print token values, or leave askpass scripts behind. Keep the temporary askpass file alive through every authenticated step, including `git ls-remote` remote-hash verification; deleting it immediately after `git push` makes the later verification fail even though the push succeeded. Prefer `trap 'rm -f \\\"$ASKPASS\\\"' EXIT` over early manual removal.\\n\\nWhen extracting a token from a local CSV/secret file for `GIT_ASKPASS`, select by token shape/prefix (`github_pat_` or `ghp_`) rather than by excluding strings that start with `github`. Fine-grained GitHub tokens intentionally start with `github_pat_`; skipping all `github*` values can silently pass an empty/wrong password and produce `Invalid username or token`. Inspect only row/column counts or token lengths/prefix classes, never the token value.\\n\\n**Important permission pitfall:** a token that can push via HTTPS is not guaranteed to have REST/GraphQL permission to create PRs. After push, verify local/remote hash equality first. If PR creation returns `403 Forbidden`, do not retry by printing or broadening token handling in chat; report the pushed branch and GitHub's `/pull/new/<branch>` URL so the user can create the PR manually or provide a token with the required repo/pull-request scope.\\n\\n### Create the PR\\n\\n**With gh:**\\n\\n```bash\\ngh pr create \\\\\\n  --title \\\"feat: add JWT-based user authentication\\\" \\\\\\n  --body \\\"## Summary\\n- Adds login and register API endpoints\\n- JWT token generation and validation\\n\\n## Test Plan\\n- [ ] Unit tests pass\\n\\nCloses #42\\\"\\n```\\n\\nOptions: `--draft`, `--reviewer user1,user2`, `--label \\\"enhancement\\\"`, `--base develop`\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  -H \\\"Accept: application/vnd.github.v3+json\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls \\\\\\n  -d \\\"{\\n    \\\\\\\"title\\\\\\\": \\\\\\\"feat: add JWT-based user authentication\\\\\\\",\\n    \\\\\\\"body\\\\\\\": \\\\\\\"## Summary\\\\nAdds login and register API endpoints.\\\\n\\\\nCloses #42\\\\\\\",\\n    \\\\\\\"head\\\\\\\": \\\\\\\"$BRANCH\\\\\\\",\\n    \\\\\\\"base\\\\\\\": \\\\\\\"main\\\\\\\"\\n  }\\\"\\n```\\n\\nThe response JSON includes the PR `number` — save it for later commands.\\n\\nTo create as a draft, add `\\\"draft\\\": true` to the JSON body.\\n\\n## 4. Monitoring CI Status\\n\\n### Check CI Status\\n\\n**With gh:**\\n\\n```bash\\n# One-shot check\\ngh pr checks\\n\\n# Watch until all checks finish (polls every 10s)\\ngh pr checks --watch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\n# Get the latest commit SHA on the current branch\\nSHA=$(git rev-parse HEAD)\\n\\n# Query the combined status\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nprint(f\\\\\\\"Overall: {data['state']}\\\\\\\")\\nfor s in data.get('statuses', []):\\n    print(f\\\\\\\"  {s['context']}: {s['state']} - {s.get('description', '')}\\\\\\\")\\\"\\n\\n# Also check GitHub Actions check runs (separate endpoint)\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/check-runs \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nfor cr in data.get('check_runs', []):\\n    print(f\\\\\\\"  {cr['name']}: {cr['status']} / {cr['conclusion'] or 'pending'}\\\\\\\")\\\"\\n```\\n\\n### Poll Until Complete (git + curl)\\n\\n```bash\\n# Simple polling loop — check every 30 seconds, up to 10 minutes\\nSHA=$(git rev-parse HEAD)\\nfor i in $(seq 1 20); do\\n  STATUS=$(curl -s \\\\\\n    -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n    https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n    | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['state'])\\\")\\n  echo \\\"Check $i: $STATUS\\\"\\n  if [ \\\"$STATUS\\\" = \\\"success\\\" ] || [ \\\"$STATUS\\\" = \\\"failure\\\" ] || [ \\\"$STATUS\\\" = \\\"error\\\" ]; then\\n    break\\n  fi\\n  sleep 30\\ndone\\n```\\n\\n## 5. Auto-Fixing CI Failures\\n\\nWhen CI fails, diagnose and fix. This loop works with either auth method.\\n\\n### Step 1: Get Failure Details\\n\\n**With gh:**\\n\\n```bash\\n# List recent workflow runs on this branch\\ngh run list --branch $(git branch --show-current) --limit 5\\n\\n# View failed logs\\ngh run view <RUN_ID> --log-failed\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\n# List workflow runs on this branch\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  \\\"https://api.github.com/repos/$OWNER/$REPO/actions/runs?branch=$BRANCH&per_page=5\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nruns = json.load(sys.stdin)['workflow_runs']\\nfor r in runs:\\n    print(f\\\\\\\"Run {r['id']}: {r['name']} - {r['conclusion'] or r['status']}\\\\\\\")\\\"\\n\\n# Get failed job logs (download as zip, extract, read)\\nRUN_ID=<run_id>\\ncurl -s -L \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/logs \\\\\\n  -o /tmp/ci-logs.zip\\ncd /tmp && unzip -o ci-logs.zip -d ci-logs && cat ci-logs/*.txt\\n```\\n\\n### Step 2: Fix and Push\\n\\nAfter identifying the issue, use file tools (`patch`, `write_file`) to fix it:\\n\\n```bash\\ngit add <fixed_files>\\ngit commit -m \\\"fix: resolve CI failure in <check_name>\\\"\\ngit push\\n```\\n\\n### Step 3: Verify\\n\\nRe-check CI status using the commands from Section 4 above.\\n\\n### Auto-Fix Loop Pattern\\n\\nWhen asked to auto-fix CI, follow this loop:\\n\\n1. Check CI status → identify failures\\n2. Read failure logs → understand the error\\n3. Use `read_file` + `patch`/`write_file` → fix the code\\n4. `git add . && git commit -m \\\"fix: ...\\\" && git push`\\n5. Wait for CI → re-check status\\n6. Repeat if still failing (up to 3 attempts, then ask the user)\\n\\n## 6. Merging\\n\\n**With gh:**\\n\\n```bash\\n# Squash merge + delete branch (cleanest for feature branches)\\ngh pr merge --squash --delete-branch\\n\\n# Enable auto-merge (merges when all checks pass)\\ngh pr merge --auto --squash --delete-branch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nPR_NUMBER=<number>\\n\\n# Merge the PR via API (squash)\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/merge \\\\\\n  -d \\\"{\\n    \\\\\\\"merge_method\\\\\\\": \\\\\\\"squash\\\\\\\",\\n    \\\\\\\"commit_title\\\\\\\": \\\\\\\"feat: add user authentication (#$PR_NUMBER)\\\\\\\"\\n  }\\\"\\n\\n# Delete the remote branch after merge\\nBRANCH=$(git branch --show-current)\\ngit push origin --delete $BRANCH\\n\\n# Switch back to main locally\\ngit checkout main && git pull origin main\\ngit branch -d $BRANCH\\n```\\n\\nMerge methods: `\\\"merge\\\"` (merge commit), `\\\"squash\\\"`, `\\\"rebase\\\"`\\n\\n### Enable Auto-Merge (curl)\\n\\n```bash\\n# Auto-merge requires the repo to have it enabled in settings.\\n# This uses the GraphQL API since REST doesn't support auto-merge.\\nPR_NODE_ID=$(curl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \\\\\\n  | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['node_id'])\\\")\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/graphql \\\\\\n  -d \\\"{\\\\\\\"query\\\\\\\": \\\\\\\"mutation { enablePullRequestAutoMerge(input: {pullRequestId: \\\\\\\\\\\\\\\"$PR_NODE_ID\\\\\\\\\\\\\\\", mergeMethod: SQUASH}) { clientMutationId } }\\\\\\\"}\\\"\\n```\\n\\n## 7. Complete Workflow Example\\n\\n```bash\\n# 1. Start from clean main\\ngit checkout main && git pull origin main\\n\\n# 2. Branch\\ngit checkout -b fix/login-redirect-bug\\n\\n# 3. (Agent makes code changes with file tools)\\n\\n# 4. Commit\\ngit add src/auth/login.py tests/test_login.py\\ngit commit -m \\\"fix: correct redirect URL after login\\n\\nPreserves the ?next= parameter instead of always redirecting to /dashboard.\\\"\\n\\n# 5. Push\\ngit push -u origin HEAD\\n\\n# 6. Create PR (picks gh or curl based on what's available)\\n# ... (see Section 3)\\n\\n# 7. Monitor CI (see Section 4)\\n\\n# 8. Merge when green (see Section 6)\\n```\\n\\n## Useful PR Commands Reference\\n\\n| Action | gh | git + curl |\\n|--------|-----|-----------|\\n| List my PRs | `gh pr list --author @me` | `curl -s -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\"https://api.github.com/repos/$OWNER/$REPO/pulls?state=open\\\"` |\\n| View PR diff | `gh pr diff` | `git diff main...HEAD` (local) or `curl -H \\\"Accept: application/vnd.github.diff\\\" ...` |\\n| Add comment | `gh pr comment N --body \\\"...\\\"` | `curl -X POST .../issues/N/comments -d '{\\\"body\\\":\\\"...\\\"}'` |\\n| Request review | `gh pr edit N --add-reviewer user` | `curl -X POST .../pulls/N/requested_reviewers -d '{\\\"reviewers\\\":[\\\"user\\\"]}'` |\\n| Close PR | `gh pr close N` | `curl -X PATCH .../pulls/N -d '{\\\"state\\\":\\\"closed\\\"}'` |\\n| Check out someone's PR | `gh pr checkout N` | `git fetch origin pull/N/head:pr-N && git checkout pr-N` |\\n\", \"path\": \"github/github-pr-workflow/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/github/github-pr-workflow\", \"linked_files\": {\"references\": [\"references/private-repo-token-push-pr.md\", \"references/conventional-commits.md\", \"references/ci-troubleshooting.md\"], \"templates\": [\"templates/pr-body-bugfix.md\", \"templates/pr-body-feature.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"]}}}",
      "tool_call_id": "call_z7flBJ1F33hj8MJG7Az9oYIw"
    },
    {
      "role": "tool",
      "name": "skill_view",
      "content": "{\"success\": true, \"name\": \"web-scraping\", \"description\": \"Techniques for scraping web content, handling bot detection, and extracting structured data from websites.\", \"tags\": [\"web\", \"scraping\", \"research\", \"browser\"], \"related_skills\": [\"tavily-search\", \"tavily-extract\"], \"content\": \"---\\nname: web-scraping\\ndescription: \\\"Techniques for scraping web content, handling bot detection, and extracting structured data from websites.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [web, scraping, research, browser]\\n    related_skills: [tavily-search, tavily-extract]\\n---\\n\\n# Web Scraping\\n\\nTechniques for extracting data from websites when standard search tools don't provide sufficient detail.\\n\\n## When to Use\\n\\n- When you need detailed, structured data from a specific website (pricing, schedules, menus, etc.)\\n- When search results don't contain the level of detail the user needs\\n- When the target website has a structured page (not a single-page app requiring JS rendering)\\n\\n## Available Approaches\\n\\n### 1. tavily-extract (Preferred)\\n\\nBest for simple websites with static HTML content. Extracts clean markdown from a URL.\\n\\n```\\ntavily-extract: Extract clean markdown or text content from specific URLs\\n```\\n\\n### 2. browser_navigate (For complex sites)\\n\\nFor sites that require JavaScript rendering or have complex layouts.\\n\\n```\\nbrowser_navigate: Navigate to a URL and get a DOM snapshot\\n```\\n\\n## Pitfalls\\n\\n### Bot Detection\\n\\nMany websites (especially commercial ones like cinemas, booking platforms, e-commerce) employ aggressive bot detection:\\n\\n- **Symptom**: Page returns \\\"Access error\\\", \\\"Allo Houston?\\\", CAPTCHA, or \\\"Why did this happen?\\\" pages\\n- **Common targets**: pathe.ch, cinepolis.ch, booking platforms, ticketing sites\\n- **Cause**: IP-based rate limiting, Cloudflare protection, or similar WAF\\n- **Mitigation**:\\n  - Try a different URL path (sometimes specific pages are less protected)\\n  - Try alternative domains (e.g., `.ch` vs `.com`, different subdomains)\\n  - Use search engines as an intermediary (Google cached pages)\\n  - Consider the `tavily-extract` tool which may use different extraction infrastructure\\n  - If all else fails, inform the user that the site is blocking automated access\\n\\n### Session 2026-05-07 Case Study: Pathe Spreitenbach\\n\\n**Problem**: All attempts to access pathe.ch returned \\\"Access error\\\" with IP 31.10.138.136 blocked.\\n\\n**URLs tried**:\\n- `pathe.ch/de-ch/filme/spreitenbach`\\n- `pathe.ch/de-ch/kino/spreitenbach`\\n- `pathe.ch/de-ch/preise`\\n- Google search (also blocked)\\n\\n**Result**: Complete failure. All 15+ attempts returned the same error.\\n\\n**Lesson**: Commercial cinema websites in Switzerland use aggressive bot detection. When this happens:\\n1. Try alternative sources (ticketing platforms, aggregator sites)\\n2. Try `tavily-extract` instead of `browser_navigate`\\n3. If still blocked, inform the user and ask if they can provide the information directly\\n\\n### Session 2026-05-08: Search Engine Failures\\n\\n**Problem**: Both Tavily (`tvly`) and DuckDuckGo HTML endpoint failed for a general web search.\\n\\n**Root causes**:\\n- **Tavily**: API key not configured in environment — the tool silently fails with \\\"No Tavily API key found\\\"\\n- **DuckDuckGo HTML**: Returns a JavaScript challenge page (`/anomaly.js`) for automated requests. `curl` and `web_fetch` cannot solve it.\\n\\n**Fallback chain for web search**:\\n1. `tavily-search` — if API key is configured\\n2. `tavily-extract` on specific known-good URLs\\n3. `browser_navigate` on the target site (for JS-rendered pages)\\n4. `multi-search-engine` via **Startpage** or **Brave** (NOT DuckDuckGo HTML, NOT Google from server IP)\\n5. Inform user when all automated sources are exhausted\\n\\n### Dynamic Content\\n\\nSome sites load content via JavaScript (SPA frameworks). `browser_navigate` may return an empty DOM. Look for:\\n- JavaScript errors in the snapshot\\n- Empty content areas\\n- Loading spinners instead of actual data\\n\\n### Rate Limiting\\n\\nIf you get intermittent failures, you may be rate-limited. Wait 30-60 seconds between requests to different sites.\\n\\n## Workflow\\n\\n1. **Check if search provides the answer** — Often `tavily-search` + `tavily-extract` is sufficient\\n2. **Try `tavily-extract` on the target URL** — Best balance of reliability and content quality\\n3. **Fall back to `browser_navigate`** — For complex sites or when extract fails\\n4. **Handle bot detection** — If blocked, try alternative URLs/sources, then inform the user\\n5. **Structure the output** — Present findings in tables or structured format as requested\\n\\n## Linked Resources\\n\\n- `references/bot-detection-cases.md` — Documented cases of bot detection and their resolutions.\\n\\n## Notes\\n\\n- Always prefer `tavily-search` + `tavily-extract` over direct browser navigation\\n- Browser navigation should be a last resort for structured data extraction\\n- When bot detection is encountered, inform the user promptly rather than retrying indefinitely\", \"path\": \"research/web-scraping/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/research/web-scraping\", \"linked_files\": {\"references\": [\"references/bot-detection-cases.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"web\", \"scraping\", \"research\", \"browser\"], \"related_skills\": [\"tavily-search\", \"tavily-extract\"]}}}",
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      "content": "Ich erstelle jetzt Plan/Branch und inventarisiere die bestehenden Grocery-Dateien. Danach schreibe ich RED-Tests für Mapping-Lernen, Reuse, Reject, Manual Mapping, Cache-Status und UI-Review-Aktionen.",
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              "text": "Ich erstelle jetzt Plan/Branch und inventarisiere die bestehenden Grocery-Dateien. Danach schreibe ich RED-Tests für Mapping-Lernen, Reuse, Reject, Manual Mapping, Cache-Status und UI-Review-Aktionen."
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|import json\\n     5|import re\\n     6|from collections import defaultdict\\n     7|from datetime import datetime, timezone\\n     8|from decimal import Decimal, InvalidOperation\\n     9|from pathlib import Path\\n    10|from sqlite3 import Connection\\n    11|from typing import Any\\n    12|\\n    13|from jarvis_finance.config.settings import find_repo_root, load_settings\\n    14|from jarvis_finance.services.budget_common import new_id, row_to_dict\\n    15|\\n    16|SAFE_RETAILERS = {\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\", \\\"Migros\\\"}\\n    17|SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\"}\\n    18|UNCERTAIN_FLAGS = {\\\"different_pack_size\\\", \\\"needs_review\\\", \\\"bio_vs_non_bio\\\", \\\"brand_vs_private_label\\\"}\\n    19|\\n    20|\\n    21|def _now() -> str:\\n    22|    return datetime.now(timezone.utc).isoformat()\\n    23|\\n    24|\\n    25|def _money(value: Any) -> Decimal:\\n    26|    try:\\n    27|        text = str(value or \\\"0\\\").replace(\\\"CHF\\\", \\\"\\\").replace(\\\"'\\\", \\\"\\\").replace(\\\"’\\\", \\\"\\\").strip().replace(\\\",\\\", \\\".\\\")\\n    28|        return Decimal(text or \\\"0\\\").quantize(Decimal(\\\"0.01\\\"))\\n    29|    except (InvalidOperation, ValueError):\\n    30|        return Decimal(\\\"0.00\\\")\\n    31|\\n    32|\\n    33|def _fmt(value: Decimal | Any) -> str:\\n    34|    return f\\\"{_money(value):.2f}\\\"\\n    35|\\n    36|\\n    37|def normalize_product_name(raw_product_name: str) -> dict[str, str]:\\n    38|    raw = raw_product_name\\n    39|    text = re.sub(r\\\"\\\\b(aktion|rabatt|bonus|cumulus|hit|promo)\\\\b\\\", \\\" \\\", raw, flags=re.I)\\n    40|    quantity = re.search(r\\\"\\\\b\\\\d+(?:[.,]\\\\d+)?\\\\s*(?:kg|g|l|ml|stk|stück|x)\\\\b\\\", text, flags=re.I)\\n    41|    brand = \\\"M-Budget\\\" if re.search(r\\\"m[- ]?budget\\\", text, flags=re.I) else None\\n    42|    text = re.sub(r\\\"m[- ]?budget|bio\\\", \\\" \\\", text, flags=re.I)\\n    43|    text = re.sub(r\\\"\\\\b\\\\d+(?:[.,]\\\\d+)?\\\\s*(?:kg|g|l|ml|stk|stück|x)\\\\b\\\", \\\" \\\", text, flags=re.I)\\n    44|    words = [w.lower() for w in re.findall(r\\\"[A-Za-zÄÖÜäöüß]+\\\", text) if len(w) > 1]\\n    45|    core_map = {\\\"milch\\\": \\\"milch\\\", \\\"eier\\\": \\\"eier\\\", \\\"ei\\\": \\\"eier\\\", \\\"reis\\\": \\\"reis\\\", \\\"poulet\\\": \\\"poulet\\\", \\\"joghurt\\\": \\\"joghurt\\\", \\\"yogurt\\\": \\\"joghurt\\\", \\\"käse\\\": \\\"käse\\\", \\\"kaese\\\": \\\"käse\\\", \\\"waschmittel\\\": \\\"waschmittel\\\", \\\"katzenfutter\\\": \\\"katzenfutter\\\"}\\n    46|    core = next((core_map[w] for w in words if w in core_map), \\\" \\\".join(words[:3]).strip() or raw.strip().lower())\\n    47|    return {\\\"raw_product_name\\\": raw, \\\"normalized_product_name\\\": core, \\\"brand_hint\\\": brand or \\\"\\\", \\\"quantity_hint\\\": quantity.group(0).replace(\\\" \\\", \\\"\\\") if quantity else \\\"\\\", \\\"confidence\\\": \\\"0.82\\\" if core else \\\"0.50\\\"}\\n    48|\\n    49|\\n    50|def add_demo_migros_receipt(conn: Connection, *, purchase_date: str, store_name: str, items: list[dict[str, Any]], receipt_id: str | None = None) -> dict[str, Any]:\\n    51|    rid = receipt_id or new_id(\\\"mreceipt\\\")\\n    52|    out_items: list[dict[str, Any]] = []\\n    53|    for idx, item in enumerate(items, start=1):\\n    54|        norm = normalize_product_name(str(item.get(\\\"raw_product_name\\\") or \\\"\\\"))\\n    55|        pid = new_id(\\\"gitem\\\")\\n    56|        total = _fmt(item.get(\\\"total_price_text\\\") or item.get(\\\"total\\\") or \\\"0\\\")\\n    57|        conn.execute(\\n    58|            \\\"\\\"\\\"INSERT INTO grocery_product_items(product_item_id,source_type,receipt_id,receipt_key,source_line_id,purchase_date,store_name,raw_product_name,normalized_product_name,normalization_confidence,brand_hint,quantity_hint,quantity_text,unit,unit_price_text,total_price_text,currency,action_label,include_in_analysis,notes,health_analysis_status,health_flags_json,health_notes,created_at)\\n    59|               VALUES (?, 'migros_receipt', ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, 1, ?, 'prepared_not_run', '{}', ?, ?)\\\"\\\"\\\",\\n    60|            (pid, rid, f\\\"{purchase_date}:{store_name}\\\", str(idx), purchase_date, store_name, item.get(\\\"raw_product_name\\\"), norm[\\\"normalized_product_name\\\"], norm[\\\"confidence\\\"], norm[\\\"brand_hint\\\"], norm[\\\"quantity_hint\\\"], item.get(\\\"quantity_text\\\"), item.get(\\\"unit\\\"), item.get(\\\"unit_price_text\\\"), total, item.get(\\\"action_label\\\"), item.get(\\\"notes\\\"), \\\"Gesundheitsanalyse später\\\", _now()),\\n    61|        )\\n    62|        row = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (pid,)).fetchone())\\n    63|        out_items.append(row)\\n    64|    conn.commit()\\n    65|    return {\\\"receipt_id\\\": rid, \\\"purchase_date\\\": purchase_date, \\\"store_name\\\": store_name, \\\"items\\\": out_items}\\n    66|\\n    67|\\n    68|def _items_for_receipt(conn: Connection, receipt_id: str) -> list[dict[str, Any]]:\\n    69|    rows = conn.execute(\\\"SELECT * FROM grocery_product_items WHERE receipt_id=? ORDER BY source_line_id, product_item_id\\\", (receipt_id,)).fetchall()\\n    70|    return [row_to_dict(r) for r in rows]\\n    71|\\n    72|\\n    73|def get_grocery_optimizer_dashboard(conn: Connection) -> dict[str, Any]:\\n    74|    rows = conn.execute(\\\"\\\"\\\"SELECT receipt_id, purchase_date, store_name, COUNT(*) AS article_count, COALESCE(SUM(CAST(total_price_text AS REAL)),0) AS total_value FROM grocery_product_items GROUP BY receipt_id,purchase_date,store_name ORDER BY purchase_date DESC, receipt_id DESC\\\"\\\"\\\").fetchall()\\n    75|    receipts = []\\n    76|    for r in rows:\\n    77|        items = _items_for_receipt(conn, r[\\\"receipt_id\\\"])\\n    78|        receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\\n    79|    return {\\\"purpose\\\": \\\"migros_product_savings_grocery_optimizer_v1\\\", \\\"receipts\\\": receipts, \\\"supported_retailers\\\": sorted(SAFE_RETAILERS - {\\\"Migros\\\"}), \\\"health_analysis_status\\\": \\\"prepared_not_run\\\", \\\"disclaimer\\\": \\\"Keine medizinische Bewertung; keine automatische Bestellung.\\\"}\\n    80|\\n    81|\\n    82|def upsert_product_match(conn: Connection, product_item_id: str, *, retailer: str, candidate_product_name: str, candidate_url: str, candidate_price_text: str, candidate_unit_price_text: str | None = None, quality_flags: list[str] | None = None, match_confidence: str = \\\"0.60\\\", status: str = \\\"suggested\\\", source: str = \\\"manual\\\", candidate_brand: str | None = None, candidate_package_size: str | None = None, candidate_unit: str | None = None) -> dict[str, Any]:\\n    83|    if retailer not in SAFE_RETAILERS:\\n    84|        raise ValueError(\\\"unsupported_retailer\\\")\\n    85|    mid = new_id(\\\"gmatch\\\")\\n    86|    flags = quality_flags or [\\\"needs_review\\\"]\\n    87|    fetched = _now()\\n    88|    source_hash = hashlib.sha256((retailer + candidate_url + candidate_product_name + str(candidate_price_text)).encode()).hexdigest()\\n    89|    conn.execute(\\n    90|        \\\"\\\"\\\"INSERT INTO grocery_product_matches(match_id,product_item_id,retailer,candidate_product_name,candidate_url,candidate_brand,candidate_package_size,candidate_unit,candidate_price_text,candidate_unit_price_text,price_currency,match_confidence,match_reason,quality_flags_json,fetched_at,source,status)\\n    91|           VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, ?, ?, ?, ?, ?)\\\"\\\"\\\",\\n    92|        (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text), candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\\n    93|    )\\n    94|    if source not in {\\\"web_fetch\\\", \\\"cache\\\"}:\\n    95|        conn.execute(\\n    96|            \\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash)\\n    97|               VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?)\\\"\\\"\\\",\\n    98|            (retailer, candidate_url, new_id(\\\"gdetail\\\"), retailer, candidate_url, candidate_product_name, _fmt(candidate_price_text), candidate_unit_price_text, candidate_package_size, fetched, source_hash),\\n    99|        )\\n   100|    conn.commit()\\n   101|    return row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (mid,)).fetchone())\\n   102|\\n   103|\\n   104|def _matches(conn: Connection, product_item_id: str) -> list[dict[str, Any]]:\\n   105|    return [row_to_dict(r) for r in conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE product_item_id=? ORDER BY CAST(match_confidence AS REAL) DESC\\\", (product_item_id,)).fetchall()]\\n   106|\\n   107|\\n   108|def _safe_match(match: dict[str, Any]) -> bool:\\n   109|    flags = set(json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"))\\n   110|    return match.get(\\\"status\\\") in {\\\"suggested\\\", \\\"accepted\\\"} and flags <= SAFE_FLAGS and bool(flags & SAFE_FLAGS)\\n   111|\\n   112|\\n   113|def run_grocery_optimization(conn: Connection, receipt_id: str, *, selected_retailers: list[str], max_store_count: int = 3, included_product_item_ids: list[str] | None = None) -> dict[str, Any]:\\n   114|    max_store_count = min(max(1, int(max_store_count or 3)), 3)\\n   115|    selected = [r for r in selected_retailers if r in SAFE_RETAILERS]\\n   116|    items = _items_for_receipt(conn, receipt_id)\\n   117|    if included_product_item_ids is not None:\\n   118|        include = set(included_product_item_ids)\\n   119|        items = [i for i in items if i[\\\"product_item_id\\\"] in include]\\n   120|    else:\\n   121|        items = [i for i in items if int(i.get(\\\"include_in_analysis\\\") or 0) == 1]\\n   122|    original = sum((_money(i[\\\"total_price_text\\\"]) for i in items), Decimal(\\\"0.00\\\"))\\n   123|\\n   124|    # First pass: determine each item's best safe alternative and potential saving.\\n   125|    item_options: list[dict[str, Any]] = []\\n   126|    retailer_savings: dict[str, Decimal] = defaultdict(lambda: Decimal(\\\"0.00\\\"))\\n   127|    uncertain = 0\\n   128|    for item in items:\\n   129|        item_price = _money(item[\\\"total_price_text\\\"])\\n   130|        candidates = [m for m in _matches(conn, item[\\\"product_item_id\\\"]) if m[\\\"retailer\\\"] in selected]\\n   131|        safe = [m for m in candidates if _safe_match(m)]\\n   132|        best = min(safe, key=lambda m: _money(m[\\\"candidate_price_text\\\"]), default=None)\\n   133|        if best:\\n   134|            retailer_savings[best[\\\"retailer\\\"]] += max(Decimal(\\\"0.00\\\"), item_price - _money(best[\\\"candidate_price_text\\\"]))\\n   135|        elif candidates:\\n   136|            uncertain += 1\\n   137|        item_options.append({\\\"item\\\": item, \\\"item_price\\\": item_price, \\\"candidates\\\": candidates, \\\"safe\\\": safe, \\\"best\\\": best})\\n   138|\\n   139|    allowed_retailers = set(r for r, _saving in sorted(retailer_savings.items(), key=lambda kv: kv[1], reverse=True)[:max_store_count])\\n   140|    comparisons = []\\n   141|    by_store: dict[str, list[dict[str, Any]]] = defaultdict(list)\\n   142|    optimized = Decimal(\\\"0.00\\\")\\n   143|    replaceable = 0\\n   144|    for option in item_options:\\n   145|        item = option[\\\"item\\\"]; item_price = option[\\\"item_price\\\"]\\n   146|        safe_in_allowed = [m for m in option[\\\"safe\\\"] if m[\\\"retailer\\\"] in allowed_retailers]\\n   147|        best = min(safe_in_allowed, key=lambda m: _money(m[\\\"candidate_price_text\\\"]), default=None)\\n   148|        original_best = option[\\\"best\\\"]\\n   149|        status = \\\"not_found\\\"\\n   150|        savings = Decimal(\\\"0.00\\\")\\n   151|        flags: list[str] = []\\n   152|        if best:\\n   153|            alt = _money(best[\\\"candidate_price_text\\\"])\\n   154|            savings = max(Decimal(\\\"0.00\\\"), item_price - alt)\\n   155|            optimized += alt\\n   156|            replaceable += 1\\n   157|            status = \\\"suggested\\\"\\n   158|            flags = json.loads(best.get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n   159|            by_store[best[\\\"retailer\\\"]].append({\\\"product\\\": item[\\\"raw_product_name\\\"], \\\"candidate_product_name\\\": best[\\\"candidate_product_name\\\"], \\\"price_text\\\": _fmt(alt), \\\"source_url\\\": best[\\\"candidate_url\\\"]})\\n   160|        else:\\n   161|            optimized += item_price\\n   162|            if original_best and original_best.get(\\\"retailer\\\") not in allowed_retailers:\\n   163|                status = \\\"not_selected_due_to_store_limit\\\"\\n   164|                flags = json.loads(original_best.get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n   165|            elif option[\\\"candidates\\\"]:\\n   166|                status = \\\"needs_review\\\"\\n   167|                flags = json.loads(option[\\\"candidates\\\"][0].get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n   168|        comparisons.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"migros_product\\\": item[\\\"raw_product_name\\\"], \\\"migros_price_text\\\": _fmt(item_price), \\\"best_alternative\\\": best[\\\"candidate_product_name\\\"] if best else None, \\\"retailer\\\": best[\\\"retailer\\\"] if best else None, \\\"alternative_price_text\\\": _fmt(best[\\\"candidate_price_text\\\"]) if best else None, \\\"unit_price_text\\\": best.get(\\\"candidate_unit_price_text\\\") if best else None, \\\"savings_text\\\": _fmt(savings), \\\"confidence\\\": best.get(\\\"match_confidence\\\") if best else \\\"0\\\", \\\"status\\\": status, \\\"quality_flags\\\": flags, \\\"source_url\\\": best.get(\\\"candidate_url\\\") if best else None})\\n   169|    stores = sorted(by_store.items(), key=lambda kv: len(kv[1]), reverse=True)\\n   170|    optimized_lists = [{\\\"variant\\\": \\\"max_3_stores\\\", \\\"store_count\\\": len(stores), \\\"stores\\\": [{\\\"retailer\\\": retailer, \\\"items\\\": rows} for retailer, rows in stores], \\\"not_found_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_found\\\"], \\\"needs_review_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"needs_review\\\"], \\\"store_limit_omitted_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_selected_due_to_store_limit\\\"]}]\\n   171|    savings_total = max(Decimal(\\\"0.00\\\"), original - optimized)\\n   172|    quality = \\\"review_required\\\" if uncertain or any(c[\\\"status\\\"] != \\\"suggested\\\" for c in comparisons) else \\\"ok\\\"\\n   173|    run_id = new_id(\\\"grun\\\")\\n   174|    summary = {\\\"replaceable_product_count\\\": replaceable, \\\"uncertain_product_count\\\": uncertain, \\\"estimated_savings_text\\\": _fmt(savings_total), \\\"optimized_lists\\\": optimized_lists, \\\"product_comparisons\\\": comparisons}\\n   175|    conn.execute(\\\"\\\"\\\"INSERT INTO grocery_optimization_runs(run_id,receipt_id,run_date,selected_retailers_json,max_store_count,original_total_text,optimized_total_text,estimated_savings_text,quality_status,summary_json,created_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\\"\\\"\\\", (run_id, receipt_id, _now(), json.dumps(selected), max_store_count, _fmt(original), _fmt(optimized), _fmt(savings_total), quality, json.dumps(summary), _now()))\\n   176|    conn.commit()\\n   177|    return {\\\"run_id\\\": run_id, \\\"receipt_id\\\": receipt_id, \\\"max_store_count\\\": max_store_count, \\\"original_total_text\\\": _fmt(original), \\\"optimized_total_text\\\": _fmt(optimized), \\\"quality_status\\\": quality, \\\"summary\\\": summary, \\\"optimized_lists\\\": optimized_lists, \\\"product_comparisons\\\": comparisons, \\\"health_analysis_status\\\": \\\"prepared_not_run\\\"}\\n   178|\\n   179|def _outside_repo(path: Path, repo_root: Path) -> bool:\\n   180|    try:\\n   181|        path.resolve().relative_to(repo_root.resolve())\\n   182|        return False\\n   183|    except ValueError:\\n   184|        return True\\n   185|\\n   186|\\n   187|def generate_grocery_optimization_report(conn: Connection, run_id: str, *, reports_dir: Path | None = None, repo_root: Path | None = None) -> dict[str, Any]:\\n   188|    repo = (repo_root or find_repo_root()).resolve()\\n   189|    if reports_dir is None:\\n   190|        reports_dir = load_settings(repo_root=repo).runtime_paths.reports_dir / \\\"grocery_optimizer\\\"\\n   191|    reports_dir = reports_dir.resolve()\\n   192|    if not _outside_repo(reports_dir, repo):\\n   193|        raise ValueError(\\\"reports_dir_must_be_outside_repo\\\")\\n   194|    row = conn.execute(\\\"SELECT * FROM grocery_optimization_runs WHERE run_id=?\\\", (run_id,)).fetchone()\\n   195|    if not row:\\n   196|        raise ValueError(\\\"run_not_found\\\")\\n   197|    run = row_to_dict(row); summary = json.loads(run[\\\"summary_json\\\"])\\n   198|    items = _items_for_receipt(conn, run[\\\"receipt_id\\\"])\\n   199|    date = items[0].get(\\\"purchase_date\\\") if items else run[\\\"run_date\\\"][:10]\\n   200|    reports_dir.mkdir(parents=True, exist_ok=True)\\n   201|    path = (reports_dir / f\\\"migros_einkaufsoptimierung_{date}_{run_id}.md\\\").resolve()\\n   202|    if reports_dir not in path.parents:\\n   203|        raise ValueError(\\\"report_path_must_stay_under_runtime_reports_dir\\\")\\n   204|    lines = [f\\\"# Migros Einkaufsoptimierung – {date}\\\", \\\"\\\", \\\"## Originalwarenkorb\\\", f\\\"- Artikel: {len(items)}\\\", f\\\"- Originaltotal: CHF {run['original_total_text']}\\\", \\\"\\\", \\\"## Optimierung\\\", f\\\"- Optimiertes Total: CHF {run['optimized_total_text']}\\\", f\\\"- Geschätzte Ersparnis: CHF {run['estimated_savings_text']}\\\", f\\\"- Qualität: {run['quality_status']}\\\", \\\"\\\", \\\"## Produkte ohne sichere Alternative\\\"]\\n   205|    lines += [f\\\"- {p}\\\" for p in summary.get(\\\"optimized_lists\\\", [{}])[0].get(\\\"not_found_products\\\", [])] or [\\\"- keine\\\"]\\n   206|    lines += [\\\"\\\", \\\"## Unsichere Matches\\\"] + ([f\\\"- {p}\\\" for p in summary.get(\\\"optimized_lists\\\", [{}])[0].get(\\\"needs_review_products\\\", [])] or [\\\"- keine\\\"])\\n   207|    lines += [\\\"\\\", \\\"## Quellen\\\", \\\"Alle Alternativen enthalten Quellen-URLs und Zeitstempel im lokalen Cache.\\\", \\\"\\\", \\\"## Disclaimer\\\", \\\"Preise können sich ändern. Produktgleichheit nicht garantiert. Verfügbarkeit nicht garantiert. Dies ist keine medizinische Empfehlung. Keine automatische Bestellung.\\\"]\\n   208|    path.write_text(\\\"\\\\n\\\".join(lines), encoding=\\\"utf-8\\\")\\n   209|    conn.execute(\\\"UPDATE grocery_optimization_runs SET report_path=? WHERE run_id=?\\\", (str(path), run_id)); conn.commit()\\n   210|    return {\\\"run_id\\\": run_id, \\\"format\\\": \\\"markdown\\\", \\\"report_path\\\": str(path), \\\"runtime_only\\\": True}\\n   211|\", \"total_lines\": 210, \"file_size\": 16218, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_1BXVwCxQvMp5NgjJggMJjVLd"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|import html\\n     5|import json\\n     6|import re\\n     7|from dataclasses import dataclass\\n     8|from datetime import datetime, timezone, timedelta\\n     9|from decimal import Decimal, InvalidOperation\\n    10|from sqlite3 import Connection\\n    11|from typing import Any, Callable\\n    12|from urllib.parse import quote_plus, urljoin\\n    13|from urllib.request import Request, urlopen\\n    14|\\n    15|from jarvis_finance.services.budget_common import new_id, row_to_dict\\n    16|from jarvis_finance.services.grocery_optimizer import _items_for_receipt, upsert_product_match\\n    17|\\n    18|SAFE_MATCH_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\"}\\n    19|UNSAFE_FLAGS = {\\\"needs_review\\\", \\\"no_price\\\", \\\"no_unit_price\\\", \\\"different_pack_size\\\", \\\"different_quality\\\", \\\"organic_mismatch\\\"}\\n    20|\\n    21|\\n    22|def _now() -> str:\\n    23|    return datetime.now(timezone.utc).isoformat()\\n    24|\\n    25|\\n    26|def _decimal_text(value: Any) -> str | None:\\n    27|    if value is None:\\n    28|        return None\\n    29|    text = str(value).replace(\\\"CHF\\\", \\\"\\\").replace(\\\"'\\\", \\\"\\\").replace(\\\"’\\\", \\\"\\\").strip().replace(\\\",\\\", \\\".\\\")\\n    30|    match = re.search(r\\\"-?\\\\d+(?:\\\\.\\\\d+)?\\\", text)\\n    31|    if not match:\\n    32|        return None\\n    33|    try:\\n    34|        return f\\\"{Decimal(match.group(0)).quantize(Decimal('0.01')):.2f}\\\"\\n    35|    except InvalidOperation:\\n    36|        return None\\n    37|\\n    38|\\n    39|def _money(value: Any) -> Decimal:\\n    40|    text = _decimal_text(value)\\n    41|    return Decimal(text or \\\"0.00\\\")\\n    42|\\n    43|\\n    44|def _abs_url(base: str, url: str) -> str:\\n    45|    return urljoin(base, html.unescape(url or \\\"\\\"))\\n    46|\\n    47|\\n    48|class GroceryProviderRateLimitError(RuntimeError):\\n    49|    pass\\n    50|\\n    51|\\n    52|@dataclass\\n    53|class GroceryProviderResult:\\n    54|    retailer: str\\n    55|    product_name: str\\n    56|    product_url: str\\n    57|    price_text: str | None = None\\n    58|    unit_price_text: str | None = None\\n    59|    brand: str | None = None\\n    60|    image_url: str | None = None\\n    61|    package_size: str | None = None\\n    62|    unit: str | None = None\\n    63|    currency: str = \\\"CHF\\\"\\n    64|    availability_status: str = \\\"unknown\\\"\\n    65|    promotion_text: str | None = None\\n    66|    source: str = \\\"web_fetch\\\"\\n    67|    confidence: str = \\\"0.60\\\"\\n    68|    quality_flags: list[str] | None = None\\n    69|    status: str = \\\"suggested\\\"\\n    70|    fetched_at: str | None = None\\n    71|    raw_result: dict[str, Any] | None = None\\n    72|\\n    73|    def as_dict(self) -> dict[str, Any]:\\n    74|        price_decimal = _decimal_text(self.price_text)\\n    75|        unit_decimal = _decimal_text(self.unit_price_text)\\n    76|        flags = list(self.quality_flags or [])\\n    77|        if not price_decimal and \\\"no_price\\\" not in flags:\\n    78|            flags.append(\\\"no_price\\\")\\n    79|        if not unit_decimal and \\\"no_unit_price\\\" not in flags:\\n    80|            flags.append(\\\"no_unit_price\\\")\\n    81|        if not flags:\\n    82|            flags = [\\\"needs_review\\\"]\\n    83|        return {\\n    84|            \\\"retailer\\\": self.retailer,\\n    85|            \\\"product_name\\\": self.product_name,\\n    86|            \\\"brand\\\": self.brand,\\n    87|            \\\"product_url\\\": self.product_url,\\n    88|            \\\"image_url\\\": self.image_url,\\n    89|            \\\"price_text\\\": price_decimal or self.price_text,\\n    90|            \\\"price_decimal_text\\\": price_decimal,\\n    91|            \\\"currency\\\": self.currency,\\n    92|            \\\"package_size\\\": self.package_size,\\n    93|            \\\"unit\\\": self.unit,\\n    94|            \\\"unit_price_text\\\": self.unit_price_text,\\n    95|            \\\"unit_price_decimal_text\\\": unit_decimal,\\n    96|            \\\"availability_status\\\": self.availability_status,\\n    97|            \\\"promotion_text\\\": self.promotion_text,\\n    98|            \\\"fetched_at\\\": self.fetched_at or _now(),\\n    99|            \\\"source\\\": self.source,\\n   100|            \\\"confidence\\\": self.confidence,\\n   101|            \\\"quality_flags\\\": flags,\\n   102|            \\\"status\\\": self.status if self.status else (\\\"suggested\\\" if set(flags) & SAFE_MATCH_FLAGS else \\\"needs_review\\\"),\\n   103|            \\\"raw_result\\\": self.raw_result or {},\\n   104|        }\\n   105|\\n   106|\\n   107|class GroceryProductProvider:\\n   108|    retailer = \\\"generic\\\"\\n   109|    base_url = \\\"https://example.invalid/\\\"\\n   110|    future_status: str | None = None\\n   111|\\n   112|    def __init__(self, fetcher: Callable[[str], str] | None = None, max_requests: int = 5):\\n   113|        self.fetcher = fetcher or self._default_fetcher\\n   114|        self.max_requests = max_requests\\n   115|        self.request_count = 0\\n   116|\\n   117|    def search_url(self, query: str, locale: str = \\\"de-CH\\\") -> str:\\n   118|        return self.base_url + \\\"search?q=\\\" + quote_plus(query)\\n   119|\\n   120|    def _default_fetcher(self, url: str) -> str:\\n   121|        if self.future_status:\\n   122|            raise NotImplementedError(self.future_status)\\n   123|        req = Request(url, headers={\\\"User-Agent\\\": \\\"JarvisFinanceBot/1.0 low-volume product price lookup\\\"})\\n   124|        with urlopen(req, timeout=8) as response:  # noqa: S310 - explicit user-triggered low-volume public lookup\\n   125|            if response.status == 429:\\n   126|                raise GroceryProviderRateLimitError(\\\"rate_limited\\\")\\n   127|            return response.read().decode(\\\"utf-8\\\", errors=\\\"ignore\\\")\\n   128|\\n   129|    def _fetch(self, url: str) -> str:\\n   130|        self.request_count += 1\\n   131|        if self.request_count > self.max_requests:\\n   132|            raise GroceryProviderRateLimitError(\\\"rate_limited\\\")\\n   133|        return self.fetcher(url)\\n   134|\\n   135|    def normalize_result(self, raw_result: dict[str, Any]) -> GroceryProviderResult:\\n   136|        return GroceryProviderResult(retailer=self.retailer, **raw_result)\\n   137|\\n   138|    def parse_search_results(self, html_text: str) -> list[dict[str, Any]]:\\n   139|        chunks = re.findall(r\\\"<article[^>]*data-product[^>]*>(.*?)</article>\\\", html_text, flags=re.I | re.S) or [html_text]\\n   140|        results: list[dict[str, Any]] = []\\n   141|        for chunk in chunks[:5]:\\n   142|            link = re.search(r\\\"<a[^>]+href=[\\\\\\\"']([^\\\\\\\"']+)[\\\\\\\"'][^>]*>(.*?)</a>\\\", chunk, flags=re.I | re.S)\\n   143|            price = re.search(r\\\"class=[\\\\\\\"'][^\\\\\\\"']*price[^\\\\\\\"']*[\\\\\\\"'][^>]*>(.*?)</\\\", chunk, flags=re.I | re.S)\\n   144|            unit_price = re.search(r\\\"class=[\\\\\\\"'][^\\\\\\\"']*unit-price[^\\\\\\\"']*[\\\\\\\"'][^>]*>(.*?)</\\\", chunk, flags=re.I | re.S)\\n   145|            brand = re.search(r\\\"class=[\\\\\\\"'][^\\\\\\\"']*brand[^\\\\\\\"']*[\\\\\\\"'][^>]*>(.*?)</\\\", chunk, flags=re.I | re.S)\\n   146|            if not link:\\n   147|                continue\\n   148|            name = re.sub(r\\\"<[^>]+>\\\", \\\"\\\", link.group(2)).strip()\\n   149|            results.append({\\n   150|                \\\"product_name\\\": html.unescape(name),\\n   151|                \\\"product_url\\\": _abs_url(self.base_url, link.group(1)),\\n   152|                \\\"price_text\\\": re.sub(r\\\"<[^>]+>\\\", \\\"\\\", price.group(1)).strip() if price else None,\\n   153|                \\\"unit_price_text\\\": re.sub(r\\\"<[^>]+>\\\", \\\"\\\", unit_price.group(1)).strip() if unit_price else None,\\n   154|                \\\"brand\\\": re.sub(r\\\"<[^>]+>\\\", \\\"\\\", brand.group(1)).strip() if brand else None,\\n   155|                \\\"raw_result\\\": {\\\"source\\\": \\\"html_article\\\"},\\n   156|            })\\n   157|        return results\\n   158|\\n   159|    def _cache_key(self, query: str) -> str:\\n   160|        return f\\\"provider-search://{self.retailer}/{quote_plus(query.lower().strip())}\\\"\\n   161|\\n   162|    def get_cached_result(self, conn: Connection, query: str, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\\n   163|        rows = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND source_hash=? AND cache_status='cached' ORDER BY fetched_at DESC LIMIT ?\\\", (self.retailer, self._cache_key(query), max_results)).fetchall()\\n   164|        output = []\\n   165|        cutoff = datetime.now(timezone.utc) - timedelta(seconds=max_age_seconds)\\n   166|        for row in rows:\\n   167|            d = row_to_dict(row)\\n   168|            try:\\n   169|                fetched_dt = datetime.fromisoformat(str(d.get(\\\"fetched_at\\\")))\\n   170|                if fetched_dt.tzinfo is None:\\n   171|                    fetched_dt = fetched_dt.replace(tzinfo=timezone.utc)\\n   172|                if fetched_dt < cutoff:\\n   173|                    continue\\n   174|            except Exception:\\n   175|                continue\\n   176|            output.append({\\\"retailer\\\": d[\\\"retailer\\\"], \\\"product_name\\\": d.get(\\\"product_name\\\"), \\\"brand\\\": d.get(\\\"brand\\\"), \\\"product_url\\\": d.get(\\\"product_url\\\"), \\\"image_url\\\": d.get(\\\"image_url\\\"), \\\"price_text\\\": d.get(\\\"price_text\\\"), \\\"price_decimal_text\\\": d.get(\\\"price_decimal_text\\\"), \\\"currency\\\": d.get(\\\"currency\\\") or \\\"CHF\\\", \\\"package_size\\\": d.get(\\\"package_size\\\"), \\\"unit\\\": d.get(\\\"unit\\\"), \\\"unit_price_text\\\": d.get(\\\"unit_price_text\\\"), \\\"unit_price_decimal_text\\\": d.get(\\\"unit_price_decimal_text\\\"), \\\"availability_status\\\": d.get(\\\"availability_status\\\"), \\\"promotion_text\\\": d.get(\\\"promotion_text\\\"), \\\"fetched_at\\\": d.get(\\\"fetched_at\\\"), \\\"source\\\": \\\"cache\\\", \\\"confidence\\\": d.get(\\\"confidence\\\") or \\\"0\\\", \\\"quality_flags\\\": json.loads(d.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), \\\"status\\\": \\\"suggested\\\"})\\n   177|        return output\\n   178|\\n   179|    def store_cache(self, conn: Connection, query: str, result: dict[str, Any]) -> None:\\n   180|        detail_id = new_id(\\\"gdetail\\\")\\n   181|        conn.execute(\\\"\\\"\\\"INSERT OR REPLACE INTO grocery_product_details_cache(detail_id,retailer,product_url,product_name,price_text,unit_price_text,package_size,ingredients_text,nutrition_json,fetched_at,cache_status,source_hash,brand,image_url,price_decimal_text,currency,unit,unit_price_decimal_text,availability_status,promotion_text,source,confidence,quality_flags_json,raw_result_json)\\n   182|            VALUES (COALESCE((SELECT detail_id FROM grocery_product_details_cache WHERE retailer=? AND product_url=?), ?), ?, ?, ?, ?, ?, ?, NULL, '{}', ?, 'cached', ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\\"\\\"\\\",\\n   183|            (self.retailer, result[\\\"product_url\\\"], detail_id, self.retailer, result[\\\"product_url\\\"], result.get(\\\"product_name\\\"), result.get(\\\"price_text\\\"), result.get(\\\"unit_price_text\\\"), result.get(\\\"package_size\\\"), result.get(\\\"fetched_at\\\") or _now(), self._cache_key(query), result.get(\\\"brand\\\"), result.get(\\\"image_url\\\"), result.get(\\\"price_decimal_text\\\"), result.get(\\\"currency\\\") or \\\"CHF\\\", result.get(\\\"unit\\\"), result.get(\\\"unit_price_decimal_text\\\"), result.get(\\\"availability_status\\\"), result.get(\\\"promotion_text\\\"), result.get(\\\"source\\\"), result.get(\\\"confidence\\\"), json.dumps(result.get(\\\"quality_flags\\\") or []), json.dumps(result.get(\\\"raw_result\\\") or {})))\\n   184|        conn.commit()\\n   185|\\n   186|    def search_products(self, conn: Connection, query: str, retailer: str | None = None, locale: str = \\\"de-CH\\\", use_cache: bool = True, max_results: int = 5, max_age_seconds: int = 86400) -> list[dict[str, Any]]:\\n   187|        if self.future_status:\\n   188|            return [{\\\"retailer\\\": self.retailer, \\\"query\\\": query, \\\"status\\\": \\\"needs_review\\\", \\\"future_status\\\": self.future_status, \\\"quality_flags\\\": [\\\"needs_review\\\"], \\\"source\\\": \\\"skeleton\\\"}]\\n   189|        if use_cache:\\n   190|            cached = self.get_cached_result(conn, query, max_results=max_results, max_age_seconds=max_age_seconds)\\n   191|            if cached:\\n   192|                return cached\\n   193|        try:\\n   194|            html_text = self._fetch(self.search_url(query, locale=locale))\\n   195|            raw_rows = self.parse_search_results(html_text)[:max_results]\\n   196|            results = [self.normalize_result(raw).as_dict() for raw in raw_rows]\\n   197|            for result in results:\\n   198|                self.store_cache(conn, query, result)\\n   199|            return results\\n   200|        except GroceryProviderRateLimitError:\\n   201|            return [{\\\"retailer\\\": self.retailer, \\\"query\\\": query, \\\"status\\\": \\\"needs_review\\\", \\\"quality_flags\\\": [\\\"rate_limited\\\", \\\"needs_review\\\"], \\\"source\\\": \\\"web_fetch\\\", \\\"fetched_at\\\": _now()}]\\n   202|        except Exception as exc:\\n   203|            return [{\\\"retailer\\\": self.retailer, \\\"query\\\": query, \\\"status\\\": \\\"needs_review\\\", \\\"quality_flags\\\": [\\\"provider_error\\\", \\\"needs_review\\\"], \\\"error\\\": type(exc).__name__, \\\"source\\\": \\\"web_fetch\\\", \\\"fetched_at\\\": _now()}]\\n   204|\\n   205|    def fetch_product_detail(self, url: str) -> dict[str, Any]:\\n   206|        html_text = self._fetch(url)\\n   207|        parsed = self.parse_search_results(html_text)\\n   208|        return parsed[0] if parsed else {\\\"product_url\\\": url, \\\"status\\\": \\\"needs_review\\\"}\\n   209|\\n   210|\\n   211|class MigrosProvider(GroceryProductProvider):\\n   212|    retailer = \\\"Migros\\\"\\n   213|    base_url = \\\"https://www.migros.ch/de/search?query=\\\"\\n   214|\\n   215|    def search_url(self, query: str, locale: str = \\\"de-CH\\\") -> str:\\n   216|        return self.base_url + quote_plus(query)\\n   217|\\n   218|\\n   219|class CoopProvider(GroceryProductProvider):\\n   220|    retailer = \\\"Coop\\\"\\n   221|    base_url = \\\"https://www.coop.ch/de/search/?text=\\\"\\n   222|\\n   223|    def search_url(self, query: str, locale: str = \\\"de-CH\\\") -> str:\\n   224|        return self.base_url + quote_plus(query)\\n   225|\\n   226|\\n   227|class AldiSuisseProvider(GroceryProductProvider):\\n   228|    retailer = \\\"Aldi Suisse\\\"\\n   229|    future_status = \\\"skeleton_provider_not_live\\\"\\n   230|\\n   231|\\n   232|class LidlSchweizProvider(GroceryProductProvider):\\n   233|    retailer = \\\"Lidl\\\"\\n   234|    future_status = \\\"skeleton_provider_not_live\\\"\\n   235|\\n   236|\\n   237|class DennerProvider(GroceryProductProvider):\\n   238|    retailer = \\\"Denner\\\"\\n   239|    future_status = \\\"skeleton_provider_not_live\\\"\\n   240|\\n   241|\\n   242|class OttosProvider(GroceryProductProvider):\\n   243|    retailer = \\\"Otto's\\\"\\n   244|    future_status = \\\"skeleton_provider_not_live\\\"\\n   245|\\n   246|\\n   247|def provider_for_retailer(retailer: str) -> GroceryProductProvider:\\n   248|    mapping: dict[str, type[GroceryProductProvider]] = {\\\"Migros\\\": MigrosProvider, \\\"Coop\\\": CoopProvider, \\\"Aldi Suisse\\\": AldiSuisseProvider, \\\"Lidl\\\": LidlSchweizProvider, \\\"Denner\\\": DennerProvider, \\\"Otto's\\\": OttosProvider}\\n   249|    return mapping.get(retailer, GroceryProductProvider)()\\n   250|\\n   251|\\n   252|def quality_flags_for_match(original_name: str, result: dict[str, Any]) -> list[str]:\\n   253|    original = original_name.lower()\\n   254|    candidate = str(result.get(\\\"product_name\\\") or \\\"\\\").lower()\\n   255|    flags: list[str] = []\\n   256|    if not result.get(\\\"price_decimal_text\\\"):\\n   257|        flags.append(\\\"no_price\\\")\\n   258|    if not result.get(\\\"unit_price_decimal_text\\\"):\\n   259|        flags.append(\\\"no_unit_price\\\")\\n   260|    if original and original == candidate:\\n   261|        flags.append(\\\"exact_match\\\")\\n   262|    elif any(token in candidate for token in original.split()[:2]):\\n   263|        flags.append(\\\"close_match\\\")\\n   264|    else:\\n   265|        flags.append(\\\"needs_review\\\")\\n   266|    if (\\\"bio\\\" in original) != (\\\"bio\\\" in candidate):\\n   267|        flags.append(\\\"organic_mismatch\\\")\\n   268|    if result.get(\\\"brand\\\") and str(result.get(\\\"brand\\\")).lower() in {\\\"prix garantie\\\", \\\"m-budget\\\", \\\"aldi\\\", \\\"lidl\\\"}:\\n   269|        flags.append(\\\"cheaper_private_label\\\")\\n   270|    if \\\"no_price\\\" in flags or \\\"needs_review\\\" in flags:\\n   271|        if \\\"needs_review\\\" not in flags:\\n   272|            flags.append(\\\"needs_review\\\")\\n   273|    return flags\\n   274|\\n   275|\\n   276|def compare_product_prices(*, original_price_text: str, candidate_price_text: str | None, original_unit_price_text: str | None = None, candidate_unit_price_text: str | None = None, currency: str = \\\"CHF\\\", quality_flags: list[str] | None = None) -> dict[str, Any]:\\n   277|    flags = list(quality_flags or [])\\n   278|    if currency != \\\"CHF\\\" or not candidate_price_text or \\\"needs_review\\\" in flags or \\\"no_price\\\" in flags:\\n   279|        return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"none\\\", \\\"quality_flags\\\": flags}\\n   280|    if original_unit_price_text and candidate_unit_price_text and _decimal_text(original_unit_price_text) and _decimal_text(candidate_unit_price_text):\\n   281|        raw_savings = _money(original_unit_price_text) - _money(candidate_unit_price_text)\\n   282|        if raw_savings <= Decimal(\\\"0.00\\\"):\\n   283|            if \\\"not_cheaper\\\" not in flags:\\n   284|                flags.append(\\\"not_cheaper\\\")\\n   285|            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n   286|        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"unit_price\\\", \\\"quality_flags\\\": flags}\\n   287|    if not any(f in flags for f in [\\\"different_pack_size\\\", \\\"different_quality\\\", \\\"organic_mismatch\\\"]):\\n   288|        raw_savings = _money(original_price_text) - _money(candidate_price_text)\\n   289|        if raw_savings <= Decimal(\\\"0.00\\\"):\\n   290|            if \\\"not_cheaper\\\" not in flags:\\n   291|                flags.append(\\\"not_cheaper\\\")\\n   292|            return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n   293|        if \\\"package_price_fallback\\\" not in flags:\\n   294|            flags.append(\\\"package_price_fallback\\\")\\n   295|        return {\\\"can_calculate_savings\\\": True, \\\"savings_text\\\": f\\\"{raw_savings:.2f}\\\", \\\"basis\\\": \\\"package_price\\\", \\\"quality_flags\\\": flags}\\n   296|    return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"none\\\", \\\"quality_flags\\\": flags}\\n   297|\\n   298|\\n   299|def search_and_store_product_matches(conn: Connection, receipt_id: str, *, providers: list[GroceryProductProvider], included_product_item_ids: list[str] | None = None, max_products: int = 5, use_cache: bool = True, only_safe_matches: bool = True) -> dict[str, Any]:\\n   300|    items = _items_for_receipt(conn, receipt_id)\\n   301|    if included_product_item_ids is not None:\\n   302|        allowed = set(included_product_item_ids)\\n   303|        items = [item for item in items if item[\\\"product_item_id\\\"] in allowed]\\n   304|    items = items[:max_products]\\n   305|    matches: list[dict[str, Any]] = []\\n   306|    provider_calls = 0\\n   307|    cache_hits = 0\\n   308|    for item in items:\\n   309|        query = item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\")\\n   310|        for provider in providers:\\n   311|            before = provider.request_count\\n   312|            results = provider.search_products(conn, query, use_cache=use_cache, max_results=3)\\n   313|            provider_calls += max(0, provider.request_count - before)\\n   314|            for result in results:\\n   315|                if result.get(\\\"source\\\") == \\\"cache\\\":\\n   316|                    cache_hits += 1\\n   317|                if not result.get(\\\"product_url\\\") or not result.get(\\\"product_name\\\"):\\n   318|                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], **result})\\n   319|                    continue\\n   320|                flags = quality_flags_for_match(item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\"), result)\\n   321|                comparison = compare_product_prices(original_price_text=str(item.get(\\\"total_price_text\\\") or \\\"0\\\"), original_unit_price_text=item.get(\\\"unit_price_text\\\"), candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), candidate_unit_price_text=result.get(\\\"unit_price_decimal_text\\\") or result.get(\\\"unit_price_text\\\"), currency=result.get(\\\"currency\\\") or \\\"CHF\\\", quality_flags=flags)\\n   322|                status = \\\"suggested\\\" if comparison[\\\"can_calculate_savings\\\"] and (not only_safe_matches or not (set(flags) & UNSAFE_FLAGS)) else \\\"needs_review\\\"\\n   323|                if not comparison[\\\"can_calculate_savings\\\"] or not result.get(\\\"price_decimal_text\\\"):\\n   324|                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n   325|                    continue\\n   326|                stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n   327|                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n   328|    return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"matches\\\": matches}\\n   329|\", \"total_lines\": 328, \"file_size\": 19465, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_Vpad7glcQjoNQ4NGgNLvi8ge"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from fastapi import APIRouter, Depends\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from jarvis_finance.api.dependencies import get_db\\n     7|from jarvis_finance.services.budget_accounts import archive_budget_account, confirm_create_budget_account, create_budget_account_preview, list_budget_accounts\\n     8|from jarvis_finance.services.budget_categories import (\\n     9|    archive_category,\\n    10|    archive_tag,\\n    11|    confirm_budget_category_cleanup,\\n    12|    confirm_category_merge,\\n    13|    confirm_create_category,\\n    14|    confirm_create_tag,\\n    15|    create_category_preview,\\n    16|    create_tag_preview,\\n    17|    delete_empty_category,\\n    18|    list_category_tree_grouped,\\n    19|    list_categories,\\n    20|    list_tags,\\n    21|    preview_budget_category_cleanup,\\n    22|    preview_category_merges,\\n    23|    reorder_categories,\\n    24|    update_category,\\n    25|)\\n    26|from jarvis_finance.services.budget_csv_imports import import_budget_csv_text, import_profile_specs\\n    27|from jarvis_finance.services.budget_imports import (\\n    28|    archive_reference_year_candidates,\\n    29|    apply_budget_rules_to_open_candidates,\\n    30|    apply_merchant_to_open_candidates,\\n    31|    batch_confirm_safe_candidates,\\n    32|    batch_mark_candidates,\\n    33|    confirm_migros_receipts_2026,\\n    34|    bulk_update_transaction_candidate_category,\\n    35|    confirm_candidate_split,\\n    36|    confirm_transaction_candidate,\\n    37|    create_budget_rule,\\n    38|    create_merchant,\\n    39|    create_merchant_alias,\\n    40|    create_candidate_split,\\n    41|    create_review_category_for_candidate,\\n    42|    deactivate_budget_rule,\\n    43|    detect_duplicate_candidates,\\n    44|    ignore_transaction_candidate,\\n    45|    list_budget_rules,\\n    46|    list_merchants,\\n    47|    list_transaction_candidates,\\n    48|    merge_merchants,\\n    49|    mark_candidate_transfer,\\n    50|    mark_candidate_type,\\n    51|    preview_migros_receipts_2026,\\n    52|    preview_batch_confirm_candidates,\\n    53|    preview_safe_auto_candidates,\\n    54|    preview_transaction_candidate,\\n    55|    prioritize_budget_rule,\\n    56|    reclassify_bank_income_candidates,\\n    57|    reopen_transaction_candidate,\\n    58|    review_candidate_summary,\\n    59|    seed_bank_transfer_candidates_from_rows,\\n    60|    seed_credit_card_candidates_from_rows,\\n    61|    seed_migros_candidates_from_rows,\\n    62|    seed_transaction_candidates_from_csv_text,\\n    63|    seed_transaction_candidates_from_rows,\\n    64|    test_budget_rule,\\n    65|    update_budget_rule,\\n    66|    update_merchant_category,\\n    67|    update_transaction_candidate_category,\\n    68|)\\n    69|from jarvis_finance.services.budget_analytics import get_monthly_comparison\\n    70|from jarvis_finance.services.budget_analytics_v2 import get_budget_dashboard_cockpit, get_budget_vs_actual_analysis\\n    71|from jarvis_finance.services.budget_data_explorer import get_budget_data_explorer, get_budget_deviation_analysis, get_category_analysis_v2, get_merchant_analysis\\n    72|from jarvis_finance.services.budget_overview import get_budget_charts_2026, get_budget_overview, get_budget_status_by_category, get_category_month_detail, get_category_summary, get_income_status, get_monthly_summary\\n    73|from jarvis_finance.services.budget_planning import (\\n    74|    confirm_budget_planning_batch,\\n    75|    confirm_category_budget_values,\\n    76|    get_budget_planning_audit_timeline,\\n    77|    get_budget_planning_matrix,\\n    78|    preview_budget_planning_batch,\\n    79|    preview_budget_planning_excel_template,\\n    80|    preview_category_budget_values,\\n    81|)\\n    82|from jarvis_finance.services.budget_recurring import (\\n    83|    archive_recurring_payment,\\n    84|    confirm_manual_recurring_payment,\\n    85|    confirm_recurring_candidate_action,\\n    86|    detect_recurring_payment_candidates,\\n    87|    get_recurring_dashboard,\\n    88|    preview_manual_recurring_payment,\\n    89|    preview_recurring_candidate_action,\\n    90|)\\n    91|from jarvis_finance.services.budget_monthly_import import (\\n    92|    apply_rule_suggestion,\\n    93|    get_import_history,\\n    94|    get_monthly_import_dashboard,\\n    95|    list_rule_suggestions,\\n    96|    preview_drive_monthly_import,\\n    97|    reject_rule_suggestion,\\n    98|    run_monthly_import_dry_run,\\n    99|    scan_budget_drive_files,\\n   100|    scan_google_drive_budget_folder,\\n   101|)\\n   102|from jarvis_finance.services.grocery_optimizer import (\\n   103|    add_demo_migros_receipt,\\n   104|    generate_grocery_optimization_report,\\n   105|    get_grocery_optimizer_dashboard,\\n   106|    run_grocery_optimization,\\n   107|    upsert_product_match,\\n   108|)\\n   109|from jarvis_finance.services.grocery_price_providers import provider_for_retailer, search_and_store_product_matches\\n   110|from jarvis_finance.services.budget_plans import (\\n   111|    archive_budget_plan_item,\\n   112|    confirm_budget_plan_item,\\n   113|    confirm_income_plan_templates,\\n   114|    confirm_update_income_plan_item,\\n   115|    create_budget_plan_item_preview,\\n   116|    list_budget_plan_items,\\n   117|    list_income_plan_items,\\n   118|    list_income_seed_candidates,\\n   119|    preview_income_plan_templates,\\n   120|    preview_update_income_plan_item,\\n   121|    reorder_income_plan_items,\\n   122|)\\n   123|from jarvis_finance.services.budget_seed_review import (\\n   124|    confirm_budget_plan_takeover,\\n   125|    confirm_clear_category_takeover,\\n   126|    confirm_seed_candidate,\\n   127|    convert_unclean_range,\\n   128|    ignore_seed_candidate,\\n   129|    list_seed_candidates,\\n   130|    preview_budget_plan_takeover,\\n   131|    preview_clear_category_takeover,\\n   132|    preview_seed_candidate,\\n   133|    reopen_seed_candidate,\\n   134|    seed_budget_candidates_from_rows,\\n   135|    set_seed_candidate_status,\\n   136|)\\n   137|from jarvis_finance.services.budget_transactions import (\\n   138|    confirm_budget_transaction,\\n   139|    confirm_reverse_budget_transaction,\\n   140|    confirm_transfer,\\n   141|    create_budget_transaction_preview,\\n   142|    create_transfer_preview,\\n   143|    list_budget_transactions,\\n   144|    list_budget_transfers,\\n   145|    reverse_budget_transaction_preview,\\n   146|    update_budget_transaction,\\n   147|)\\n   148|\\n   149|router = APIRouter(prefix=\\\"/budget\\\", tags=[\\\"budget\\\"])\\n   150|\\n   151|\\n   152|@router.get(\\\"/grocery-optimizer/dashboard\\\")\\n   153|def grocery_optimizer_dashboard(conn: Connection = Depends(get_db)):\\n   154|    return get_grocery_optimizer_dashboard(conn)\\n   155|\\n   156|\\n   157|@router.post(\\\"/grocery-optimizer/demo-receipt\\\")\\n   158|def grocery_optimizer_demo_receipt(payload: dict, conn: Connection = Depends(get_db)):\\n   159|    return add_demo_migros_receipt(conn, purchase_date=payload.get(\\\"purchase_date\\\") or \\\"2026-05-19\\\", store_name=payload.get(\\\"store_name\\\") or \\\"Migros\\\", items=payload.get(\\\"items\\\") or [])\\n   160|\\n   161|\\n   162|@router.post(\\\"/grocery-optimizer/matches\\\")\\n   163|def grocery_optimizer_match(payload: dict, conn: Connection = Depends(get_db)):\\n   164|    return upsert_product_match(conn, payload[\\\"product_item_id\\\"], retailer=payload[\\\"retailer\\\"], candidate_product_name=payload[\\\"candidate_product_name\\\"], candidate_url=payload.get(\\\"candidate_url\\\") or \\\"https://example.invalid/review\\\", candidate_price_text=payload[\\\"candidate_price_text\\\"], candidate_unit_price_text=payload.get(\\\"candidate_unit_price_text\\\"), quality_flags=payload.get(\\\"quality_flags\\\") or [\\\"needs_review\\\"], match_confidence=payload.get(\\\"match_confidence\\\") or \\\"0.60\\\", status=payload.get(\\\"status\\\") or \\\"suggested\\\", source=payload.get(\\\"source\\\") or \\\"manual\\\")\\n   165|\\n   166|\\n   167|@router.post(\\\"/grocery-optimizer/optimize\\\")\\n   168|def grocery_optimizer_run(payload: dict, conn: Connection = Depends(get_db)):\\n   169|    return run_grocery_optimization(conn, payload[\\\"receipt_id\\\"], selected_retailers=payload.get(\\\"selected_retailers\\\") or [\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\"], max_store_count=int(payload.get(\\\"max_store_count\\\") or 3), included_product_item_ids=payload.get(\\\"included_product_item_ids\\\"))\\n   170|\\n   171|\\n   172|@router.post(\\\"/grocery-optimizer/search-prices\\\")\\n   173|def grocery_optimizer_search_prices(payload: dict, conn: Connection = Depends(get_db)):\\n   174|    retailers = (payload.get(\\\"retailers\\\") or [\\\"Coop\\\"])[: int(payload.get(\\\"max_retailers\\\") or 3)]\\n   175|    providers = [provider_for_retailer(retailer) for retailer in retailers]\\n   176|    return search_and_store_product_matches(\\n   177|        conn,\\n   178|        payload[\\\"receipt_id\\\"],\\n   179|        providers=providers,\\n   180|        included_product_item_ids=payload.get(\\\"included_product_item_ids\\\"),\\n   181|        max_products=int(payload.get(\\\"max_products\\\") or 5),\\n   182|        use_cache=bool(payload.get(\\\"use_cache\\\", True)),\\n   183|        only_safe_matches=bool(payload.get(\\\"only_safe_matches\\\", True)),\\n   184|    )\\n   185|\\n   186|\\n   187|@router.post(\\\"/grocery-optimizer/report\\\")\\n   188|def grocery_optimizer_report(payload: dict, conn: Connection = Depends(get_db)):\\n   189|    return generate_grocery_optimization_report(conn, payload[\\\"run_id\\\"])\\n   190|\\n   191|\\n   192|@router.get(\\\"/monthly-import/dashboard\\\")\\n   193|def monthly_import_dashboard(conn: Connection = Depends(get_db)):\\n   194|    return get_monthly_import_dashboard(conn)\\n   195|\\n   196|\\n   197|@router.get(\\\"/monthly-import/history\\\")\\n   198|def monthly_import_history(limit: int = 30, conn: Connection = Depends(get_db)):\\n   199|    return get_import_history(conn, limit=limit)\\n   200|\\n   201|\\n   202|@router.post(\\\"/monthly-import/drive-scan\\\")\\n   203|def monthly_import_drive_scan(payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   204|    files = (payload or {}).get(\\\"files\\\")\\n   205|    return scan_budget_drive_files(files) if files is not None else scan_google_drive_budget_folder()\\n   206|\\n   207|\\n   208|@router.post(\\\"/monthly-import/dry-run\\\")\\n   209|def monthly_import_dry_run(payload: dict, conn: Connection = Depends(get_db)):\\n   210|    return run_monthly_import_dry_run(conn, payload.get(\\\"files\\\") or [], default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   211|\\n   212|\\n   213|@router.post(\\\"/monthly-import/confirm-candidates\\\")\\n   214|def monthly_import_confirm_candidates(payload: dict, conn: Connection = Depends(get_db)):\\n   215|    return preview_drive_monthly_import(conn, payload.get(\\\"files\\\") or [], dry_run=False, default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   216|\\n   217|\\n   218|@router.get(\\\"/rules/suggestions\\\")\\n   219|def budget_rule_suggestions(status: str | None = None, conn: Connection = Depends(get_db)):\\n   220|    return list_rule_suggestions(conn, status=status)\\n   221|\", \"total_lines\": 872, \"file_size\": 39599, \"truncated\": true, \"hint\": \"Use offset=221 to continue reading (showing 1-220 of 872 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_Y3nlBAQZaiwFCu4UQ27ynssn"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|<template>\\n     2|  <div class=\\\"space-y-5\\\">\\n     3|    <section class=\\\"rounded-2xl border border-slate-200 bg-white/90 p-5 shadow-sm\\\">\\n     4|      <p class=\\\"text-xs font-bold uppercase tracking-[0.25em] text-cyan-700\\\">Budget · Migros Optimizer</p>\\n     5|      <h1 class=\\\"mt-1 text-2xl font-black text-slate-950\\\">Migros Product Savings & Grocery Optimizer</h1>\\n     6|      <p class=\\\"mt-2 max-w-4xl text-sm text-slate-600\\\">Produktebene für Essen & Haushalt: Migros-Bon auswählen, Artikel normalisieren, reviewbare Alternativen bei Schweizer Grossisten vergleichen und Einkaufslisten bis maximal 3 Läden erstellen. Keine medizinische Bewertung, keine Bestellung.</p>\\n     7|      <div class=\\\"mt-4 flex flex-wrap gap-2\\\">\\n     8|        <button class=\\\"btn\\\" @click=\\\"load\\\">Aktualisieren</button>\\n     9|        <button class=\\\"btn-secondary\\\" @click=\\\"seedDemo\\\">Demo-Bon anlegen</button>\\n    10|        <button class=\\\"btn-secondary\\\" :disabled=\\\"!selectedReceipt\\\" @click=\\\"searchOnlinePrices\\\">Preise online suchen</button>\\n    11|        <button class=\\\"btn-secondary\\\" :disabled=\\\"!selectedReceipt\\\" @click=\\\"startAnalysis\\\">Analyse starten</button>\\n    12|        <button class=\\\"btn-secondary\\\" :disabled=\\\"!run\\\" @click=\\\"createReport\\\">Report erzeugen</button>\\n    13|      </div>\\n    14|      <p class=\\\"mt-3 rounded-xl bg-amber-50 p-3 text-sm text-amber-800\\\">Gesundheitsanalyse später: health_analysis_status ist vorbereitet, aber Histamin/Behçet/Trigger werden in v1 nicht bewertet.</p>\\n    15|    </section>\\n    16|\\n    17|    <section class=\\\"grid gap-4 lg:grid-cols-[0.8fr_1.2fr]\\\">\\n    18|      <div class=\\\"panel\\\">\\n    19|        <h2>Bon auswählen</h2>\\n    20|        <div class=\\\"mt-3 grid gap-2\\\">\\n    21|          <button v-for=\\\"receipt in dashboard?.receipts || []\\\" :key=\\\"receipt.receipt_id\\\" class=\\\"receipt-card\\\" :class=\\\"selectedReceipt?.receipt_id === receipt.receipt_id ? 'ring-2 ring-cyan-300' : ''\\\" @click=\\\"selectReceipt(receipt)\\\">\\n    22|            <strong>{{ receipt.purchase_date }} · {{ receipt.store_name }}</strong>\\n    23|            <span>{{ receipt.article_count }} Artikel · Gesamtbetrag lokal sichtbar</span>\\n    24|            <span>Bon-ID: {{ receipt.receipt_id.slice(0, 10) }}…</span>\\n    25|          </button>\\n    26|          <p v-if=\\\"!dashboard?.receipts?.length\\\" class=\\\"text-sm text-slate-500\\\">Noch keine Migros-Bons in der Produktdetail-Ansicht.</p>\\n    27|        </div>\\n    28|      </div>\\n    29|      <div class=\\\"panel\\\">\\n    30|        <h2>Artikelliste</h2>\\n    31|        <div class=\\\"mt-3 grid gap-2 md:grid-cols-2\\\">\\n    32|          <article v-for=\\\"item in selectedReceipt?.items || []\\\" :key=\\\"item.product_item_id\\\" class=\\\"item-card\\\">\\n    33|            <div class=\\\"flex items-start justify-between gap-3\\\"><strong>{{ item.raw_product_name }}</strong><input v-model=\\\"includedItems[item.product_item_id]\\\" type=\\\"checkbox\\\" aria-label=\\\"für Analyse einschließen\\\" /></div>\\n    34|            <p>Normalisiert: {{ item.normalized_product_name }}</p>\\n    35|            <p>Menge: {{ item.quantity_text || '—' }} · Preis: {{ item.total_price_text }} CHF</p>\\n    36|            <p v-if=\\\"item.action_label\\\">Aktion: {{ item.action_label }}</p>\\n    37|            <p class=\\\"text-xs text-slate-500\\\">Gesundheitsanalyse später</p>\\n    38|          </article>\\n    39|        </div>\\n    40|      </div>\\n    41|    </section>\\n    42|\\n    43|    <section class=\\\"panel\\\">\\n    44|      <h2>Online-Preissuche</h2>\\n    45|      <div class=\\\"mt-3 flex flex-wrap gap-4 text-sm\\\">\\n    46|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Coop\\\" /> Coop</label>\\n    47|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Migros\\\" /> Migros</label>\\n    48|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Aldi Suisse\\\" /> Aldi</label>\\n    49|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Lidl\\\" /> Lidl</label>\\n    50|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Denner\\\" /> Denner</label>\\n    51|        <label><input v-model=\\\"selectedRetailers\\\" type=\\\"checkbox\\\" value=\\\"Otto's\\\" /> Otto's</label>\\n    52|        <label><input v-model=\\\"useCache\\\" type=\\\"checkbox\\\" /> Cache verwenden</label>\\n    53|        <label><input v-model=\\\"onlySafeMatches\\\" type=\\\"checkbox\\\" /> nur sichere Matches</label>\\n    54|      </div>\\n    55|      <p class=\\\"mt-2 text-xs text-slate-500\\\">Provider werden nur nach Klick auf „Preise online suchen“ aufgerufen. Keine Provider-Calls beim Seiten-Rendern.</p>\\n    56|      <div v-if=\\\"onlineMatches.length\\\" class=\\\"mt-3 grid gap-2\\\">\\n    57|        <article v-for=\\\"match in onlineMatches\\\" :key=\\\"`${match.product_item_id}-${match.retailer}-${match.product_url}`\\\" class=\\\"comparison-card\\\">\\n    58|          <strong>{{ match.retailer }} · {{ match.product_name }}</strong>\\n    59|          <span>Preis: {{ match.price_text || '—' }} CHF · Einheitspreis: {{ match.unit_price_text || '—' }}</span>\\n    60|          <span>Confidence {{ match.confidence || '—' }} · Qualitätsflag {{ (match.quality_flags || []).join(', ') || '—' }}</span>\\n    61|          <a :href=\\\"match.product_url\\\" target=\\\"_blank\\\" rel=\\\"noreferrer\\\">{{ match.product_url }}</a>\\n    62|          <small>Aktualisiert am {{ match.fetched_at || '—' }} · Quelle {{ match.source || '—' }}</small>\\n    63|          <div class=\\\"flex gap-2\\\"><button class=\\\"btn-secondary\\\" type=\\\"button\\\">akzeptieren</button><button class=\\\"btn-secondary\\\" type=\\\"button\\\">ablehnen</button><button class=\\\"btn-secondary\\\" type=\\\"button\\\">Details öffnen</button></div>\\n    64|        </article>\\n    65|      </div>\\n    66|    </section>\\n    67|\\n    68|    <section v-if=\\\"run\\\" class=\\\"panel\\\">\\n    69|      <h2>Ergebnis</h2>\\n    70|      <div class=\\\"mt-3 grid gap-3 md:grid-cols-4\\\">\\n    71|        <div class=\\\"kpi\\\"><span>Original Migros Total</span><strong>{{ run.original_total_text }} CHF</strong></div>\\n    72|        <div class=\\\"kpi\\\"><span>Optimiertes Total</span><strong>{{ run.optimized_total_text }} CHF</strong></div>\\n    73|        <div class=\\\"kpi\\\"><span>Geschätzte Ersparnis</span><strong>{{ run.summary.estimated_savings_text }} CHF</strong></div>\\n    74|        <div class=\\\"kpi\\\"><span>Qualität</span><strong>{{ run.quality_status }}</strong></div>\\n    75|      </div>\\n    76|      <h3 class=\\\"mt-5 font-bold\\\">Preisvergleich</h3>\\n    77|      <div class=\\\"mt-2 grid gap-2\\\">\\n    78|        <article v-for=\\\"row in run.product_comparisons\\\" :key=\\\"row.product_item_id\\\" class=\\\"comparison-card\\\">\\n    79|          <strong>{{ row.migros_product }}</strong>\\n    80|          <span>Beste Alternative: {{ row.best_alternative || 'nicht gefunden' }} · {{ row.retailer || '—' }}</span>\\n    81|          <span>Ersparnis: {{ row.savings_text }} CHF · Confidence {{ row.confidence }} · Status {{ row.status }}</span>\\n    82|          <small>Qualitätsflags: {{ (row.quality_flags || []).join(', ') || '—' }}</small>\\n    83|        </article>\\n    84|      </div>\\n    85|      <h3 class=\\\"mt-5 font-bold\\\">Optimierte Einkaufsliste max. 3 Läden</h3>\\n    86|      <div class=\\\"mt-2 grid gap-3 md:grid-cols-3\\\">\\n    87|        <article v-for=\\\"store in run.optimized_lists?.[0]?.stores || []\\\" :key=\\\"store.retailer\\\" class=\\\"item-card\\\"><strong>{{ store.retailer }}</strong><ul><li v-for=\\\"it in store.items\\\" :key=\\\"it.product\\\">{{ it.product }} → {{ it.candidate_product_name }} ({{ it.price_text }} CHF)</li></ul></article>\\n    88|      </div>\\n    89|      <p v-if=\\\"reportMessage\\\" class=\\\"mt-3 rounded-xl bg-emerald-50 p-3 text-sm text-emerald-800\\\">{{ reportMessage }}</p>\\n    90|    </section>\\n    91|  </div>\\n    92|</template>\\n    93|<script setup lang=\\\"ts\\\">\\n    94|import { computed, onMounted, ref } from 'vue'\\n    95|import { addGroceryProductMatch, createGroceryDemoReceipt, generateGroceryOptimizationReport, getGroceryOptimizerDashboard, runGroceryOptimization, searchGroceryOnlinePrices, type GroceryDashboard, type GroceryOnlinePriceMatch, type GroceryReceipt, type GroceryRun } from '@/api/budget'\\n    96|const dashboard = ref<GroceryDashboard | null>(null)\\n    97|const selectedReceipt = ref<GroceryReceipt | null>(null)\\n    98|const includedItems = ref<Record<string, boolean>>({})\\n    99|const selectedRetailers = ref(['Coop'])\\n   100|const useCache = ref(true)\\n   101|const onlySafeMatches = ref(true)\\n   102|const onlineMatches = ref<GroceryOnlinePriceMatch[]>([])\\n   103|const run = ref<GroceryRun | null>(null)\\n   104|const reportMessage = ref('')\\n   105|function selectReceipt(receipt: GroceryReceipt | null) {\\n   106|  selectedReceipt.value = receipt\\n   107|  includedItems.value = Object.fromEntries((receipt?.items || []).map((item) => [item.product_item_id, true]))\\n   108|  onlineMatches.value = []\\n   109|  run.value = null\\n   110|  reportMessage.value = ''\\n   111|}\\n   112|async function load() { dashboard.value = await getGroceryOptimizerDashboard(); selectReceipt(dashboard.value.receipts[0] || null) }\\n   113|async function seedDemo() {\\n   114|  await createGroceryDemoReceipt({ purchase_date: '2026-05-19', store_name: 'Migros Demo', items: [{ raw_product_name: 'Milch 1L', quantity_text: '1L', unit: 'l', unit_price_text: '1.50', total_price_text: '1.50' }, { raw_product_name: 'Bio Eier 6 Stück', quantity_text: '6 Stk', unit: 'stück', unit_price_text: '0.70', total_price_text: '4.20' }] })\\n   115|  await load()\\n   116|}\\n   117|async function searchOnlinePrices() {\\n   118|  if (!selectedReceipt.value) return\\n   119|  const included_product_item_ids = Object.entries(includedItems.value).filter(([, included]) => included).map(([id]) => id)\\n   120|  const result = await searchGroceryOnlinePrices({ receipt_id: selectedReceipt.value.receipt_id, retailers: selectedRetailers.value, included_product_item_ids, use_cache: useCache.value, max_products: 5, max_retailers: Math.min(3, selectedRetailers.value.length || 1), only_safe_matches: onlySafeMatches.value })\\n   121|  onlineMatches.value = result.matches\\n   122|}\\n   123|async function startAnalysis() {\\n   124|  if (!selectedReceipt.value) return\\n   125|  for (const item of selectedReceipt.value.items) {\\n   126|    if (item.normalized_product_name === 'milch' && includedItems.value[item.product_item_id]) await addGroceryProductMatch({ product_item_id: item.product_item_id, retailer: 'Coop', candidate_product_name: 'Prix Garantie Milch 1L', candidate_url: 'https://example.invalid/coop/milch', candidate_price_text: '1.20', candidate_unit_price_text: '1.20/l', quality_flags: ['close_match'], match_confidence: '0.86', source: 'manual' })\\n   127|  }\\n   128|  const included_product_item_ids = Object.entries(includedItems.value).filter(([, included]) => included).map(([id]) => id)\\n   129|  run.value = await runGroceryOptimization({ receipt_id: selectedReceipt.value.receipt_id, selected_retailers: ['Coop', 'Aldi Suisse', 'Lidl', 'Denner', \\\"Otto's\\\"], max_store_count: 3, included_product_item_ids })\\n   130|}\\n   131|async function createReport() { if (!run.value) return; const result = await generateGroceryOptimizationReport({ run_id: run.value.run_id }); reportMessage.value = `Runtime-only Report erstellt: ${(result as any).format || 'markdown'}` }\\n   132|onMounted(load)\\n   133|defineExpose({ dashboard, selectedReceipt, includedItems, selectedRetailers, useCache, onlySafeMatches, onlineMatches, run, load, selectReceipt, seedDemo, searchOnlinePrices, startAnalysis, createReport })\\n   134|void computed\\n   135|</script>\\n   136|<style scoped>.panel{border:1px solid #e2e8f0;background:rgba(255,255,255,.9);border-radius:1rem;padding:1rem}.btn,.btn-secondary{border-radius:.8rem;padding:.6rem .9rem;font-weight:800}.btn{background:#0e7490;color:white}.btn-secondary{border:1px solid #cbd5e1;background:white;color:#0f172a}.btn-secondary:disabled{opacity:.45}.receipt-card,.item-card,.comparison-card{border:1px solid #e2e8f0;border-radius:.9rem;background:white;padding:.8rem;text-align:left;display:grid;gap:.25rem}.kpi{border:1px solid #e2e8f0;border-radius:.9rem;padding:.8rem;background:#f8fafc}.kpi span{display:block;font-size:.75rem;color:#64748b}.kpi strong{font-size:1.1rem;color:#0f172a}</style>\\n   137|\", \"total_lines\": 136, \"file_size\": 11129, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "content": "Inventar ist abgeschlossen. Ich schreibe jetzt die v2-RED-Tests für permanentes Mapping-Lernen und UI-Aktionen, lasse sie fehlschlagen und implementiere danach minimal.",
      "reasoning": "**Considering implementation urgency**\n\nI need to implement quickly, and it seems like migrations are relevant here. I should inspect them to understand what changes or setups are necessary to ensure everything runs smoothly. This time, I'm feeling a bit rushed, so I'll focus on getting the essential details right to avoid any issues down the line. Let's make sure I'm thorough but swift!",
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|from datetime import datetime, timezone\\n     5|from sqlite3 import Connection\\n     6|\\n     7|from .schema import INITIAL_SCHEMA_SQL\\n     8|\\n     9|MIGRATION_VERSION = 33\\n    10|MIGRATION_NAME = \\\"033_grocery_product_price_providers_v1\\\"\\n    11|\\n    12|INSTRUMENT_OPTIONAL_COLUMNS = {\\n    13|    \\\"position_category\\\": \\\"TEXT\\\",\\n    14|    \\\"ter\\\": \\\"TEXT\\\",\\n    15|    \\\"distribution_policy\\\": \\\"TEXT\\\",\\n    16|    \\\"index_name\\\": \\\"TEXT\\\",\\n    17|    \\\"fund_domicile\\\": \\\"TEXT\\\",\\n    18|    \\\"benchmark\\\": \\\"TEXT\\\",\\n    19|    \\\"is_currency_hedged\\\": \\\"INTEGER NOT NULL DEFAULT 0\\\",\\n    20|    \\\"hedged_to_currency\\\": \\\"TEXT\\\",\\n    21|    \\\"hedge_status\\\": \\\"TEXT NOT NULL DEFAULT 'unknown'\\\",\\n    22|    \\\"base_exposure_currency\\\": \\\"TEXT\\\",\\n    23|    \\\"trading_currency\\\": \\\"TEXT\\\",\\n    24|    \\\"instrument_status\\\": \\\"TEXT NOT NULL DEFAULT 'unknown'\\\",\\n    25|    \\\"valuation_policy\\\": \\\"TEXT NOT NULL DEFAULT 'live_price'\\\",\\n    26|    \\\"corporate_action_status\\\": \\\"TEXT NOT NULL DEFAULT 'not_checked'\\\",\\n    27|    \\\"split_or_corporate_action_review_required\\\": \\\"INTEGER NOT NULL DEFAULT 0\\\",\\n    28|}\\n    29|\\n    30|CATALOG_OPTIONAL_COLUMNS = {\\n    31|    \\\"last_price\\\": \\\"TEXT\\\",\\n    32|    \\\"price_currency\\\": \\\"TEXT\\\",\\n    33|    \\\"price_date\\\": \\\"TEXT\\\",\\n    34|    \\\"price_source\\\": \\\"TEXT\\\",\\n    35|    \\\"exchange_name\\\": \\\"TEXT\\\",\\n    36|    \\\"mic\\\": \\\"TEXT\\\",\\n    37|    \\\"security_type\\\": \\\"TEXT\\\",\\n    38|}\\n    39|\\n    40|TEXT_AFFINITY_COLUMNS = {\\n    41|    \\\"transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_original\\\", \\\"tax_original\\\", \\\"net_amount_original\\\", \\\"fx_rate_to_chf\\\", \\\"gross_amount_chf\\\", \\\"fee_chf\\\", \\\"tax_chf\\\", \\\"net_amount_chf\\\"},\\n    42|    \\\"crypto_holdings\\\": {\\\"quantity\\\", \\\"legacy_snapshot_value_original\\\", \\\"legacy_snapshot_value_chf\\\"},\\n    43|    \\\"crypto_transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_quantity\\\", \\\"fee_original\\\", \\\"fx_rate_to_chf\\\", \\\"amount_chf\\\"},\\n    44|    \\\"crypto_prices\\\": {\\\"price\\\", \\\"market_cap\\\", \\\"volume_24h\\\", \\\"change_24h_pct\\\"},\\n    45|    \\\"fx_rates\\\": {\\\"rate\\\"},\\n    46|    \\\"market_prices\\\": {\\\"open\\\", \\\"high\\\", \\\"low\\\", \\\"close\\\", \\\"adjusted_close\\\"},\\n    47|}\\n    48|\\n    49|\\n    50|def utc_now() -> str:\\n    51|    return datetime.now(timezone.utc).isoformat()\\n    52|\\n    53|\\n    54|def checksum_sql(sql: str) -> str:\\n    55|    return hashlib.sha256(sql.encode(\\\"utf-8\\\")).hexdigest()\\n    56|\\n    57|\\n    58|def get_schema_version(conn: Connection) -> int:\\n    59|    row = conn.execute(\\\"SELECT MAX(version) AS version FROM schema_migrations\\\").fetchone()\\n    60|    return int(row[\\\"version\\\"] or 0) if row else 0\\n    61|\\n    62|\\n    63|def _table_columns(conn: Connection, table: str) -> dict[str, str]:\\n    64|    return {row[\\\"name\\\"]: (row[\\\"type\\\"] or \\\"\\\") for row in conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()}\\n    65|\\n    66|\\n    67|def _add_missing_instrument_columns(conn: Connection) -> None:\\n    68|    existing = _table_columns(conn, \\\"instruments\\\")\\n    69|    for name, col_type in INSTRUMENT_OPTIONAL_COLUMNS.items():\\n    70|        if name not in existing:\\n    71|            conn.execute(f\\\"ALTER TABLE instruments ADD COLUMN {name} {col_type}\\\")\\n    72|\\n    73|\\n    74|def _rebuild_table_with_text_columns(conn: Connection, table: str, text_columns: set[str]) -> None:\\n    75|    cols = conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()\\n    76|    if not cols:\\n    77|        return\\n    78|    needs_rebuild = any(row[\\\"name\\\"] in text_columns and (row[\\\"type\\\"] or \\\"\\\").upper() != \\\"TEXT\\\" for row in cols)\\n    79|    if not needs_rebuild:\\n    80|        return\\n    81|    tmp = f\\\"{table}__text_migration\\\"\\n    82|    col_defs: list[str] = []\\n    83|    pk_cols = [row[\\\"name\\\"] for row in cols if row[\\\"pk\\\"]]\\n    84|    for row in cols:\\n    85|        name = row[\\\"name\\\"]\\n    86|        col_type = \\\"TEXT\\\" if name in text_columns else (row[\\\"type\\\"] or \\\"TEXT\\\")\\n    87|        parts = [name, col_type]\\n    88|        if row[\\\"pk\\\"] and len(pk_cols) == 1:\\n    89|            parts.append(\\\"PRIMARY KEY\\\")\\n    90|        if row[\\\"notnull\\\"]:\\n    91|            parts.append(\\\"NOT NULL\\\")\\n    92|        if row[\\\"dflt_value\\\"] is not None:\\n    93|            parts.append(f\\\"DEFAULT {row['dflt_value']}\\\")\\n    94|        col_defs.append(\\\" \\\".join(parts))\\n    95|    if len(pk_cols) > 1:\\n    96|        col_defs.append(\\\"PRIMARY KEY (\\\" + \\\", \\\".join(pk_cols) + \\\")\\\")\\n    97|    conn.execute(f\\\"DROP TABLE IF EXISTS {tmp}\\\")\\n    98|    conn.execute(f\\\"CREATE TABLE {tmp} (\\\" + \\\", \\\".join(col_defs) + \\\")\\\")\\n    99|    names = [row[\\\"name\\\"] for row in cols]\\n   100|    select_exprs = [f\\\"CAST({name} AS TEXT)\\\" if name in text_columns else name for name in names]\\n   101|    conn.execute(f\\\"INSERT INTO {tmp} ({', '.join(names)}) SELECT {', '.join(select_exprs)} FROM {table}\\\")\\n   102|    conn.execute(f\\\"DROP TABLE {table}\\\")\\n   103|    conn.execute(f\\\"ALTER TABLE {tmp} RENAME TO {table}\\\")\\n   104|    if table == \\\"crypto_holdings\\\":\\n   105|        conn.execute(\\\"CREATE UNIQUE INDEX IF NOT EXISTS idx_crypto_holdings_asset_wallet ON crypto_holdings(asset_id, wallet_id)\\\")\\n   106|\\n   107|\\n   108|def _add_missing_columns(conn: Connection, table: str, columns: dict[str, str]) -> None:\\n   109|    existing = _table_columns(conn, table)\\n   110|    for name, col_type in columns.items():\\n   111|        if name not in existing:\\n   112|            conn.execute(f\\\"ALTER TABLE {table} ADD COLUMN {name} {col_type}\\\")\\n   113|\\n   114|\\n   115|def _create_broker_bank_mapping_tables(conn: Connection) -> None:\\n   116|    conn.executescript(\\n   117|        \\\"\\\"\\\"\\n   118|        CREATE TABLE IF NOT EXISTS instrument_mappings (\\n   119|            mapping_id TEXT PRIMARY KEY,\\n   120|            source_name TEXT,\\n   121|            source_platform TEXT NOT NULL,\\n   122|            source_account TEXT,\\n   123|            source_label TEXT NOT NULL,\\n   124|            normalized_name TEXT NOT NULL,\\n   125|            isin TEXT,\\n   126|            ticker TEXT,\\n   127|            exchange TEXT,\\n   128|            currency TEXT,\\n   129|            asset_class TEXT NOT NULL DEFAULT 'other',\\n   130|            source_instrument_name TEXT,\\n   131|            source_isin TEXT,\\n   132|            source_ticker TEXT,\\n   133|            source_exchange TEXT,\\n   134|            source_currency TEXT,\\n   135|            instrument_id TEXT REFERENCES instruments(instrument_id),\\n   136|            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n   137|            confidence TEXT NOT NULL DEFAULT '0',\\n   138|            quality_flags_json TEXT,\\n   139|            notes TEXT,\\n   140|            created_at TEXT NOT NULL,\\n   141|            updated_at TEXT\\n   142|        );\\n   143|\\n   144|        CREATE TABLE IF NOT EXISTS platform_account_mappings (\\n   145|            mapping_id TEXT PRIMARY KEY,\\n   146|            source_name TEXT,\\n   147|            source_platform TEXT NOT NULL,\\n   148|            source_platform_label TEXT,\\n   149|            source_account_label TEXT NOT NULL,\\n   150|            normalized_platform TEXT NOT NULL,\\n   151|            normalized_account_name TEXT NOT NULL,\\n   152|            source_account_type TEXT,\\n   153|            account_type TEXT NOT NULL DEFAULT 'other',\\n   154|            source_currency TEXT,\\n   155|            currency TEXT,\\n   156|            platform_id TEXT REFERENCES platforms(platform_id),\\n   157|            account_id TEXT REFERENCES accounts(account_id),\\n   158|            internal_platform_id TEXT REFERENCES platforms(platform_id),\\n   159|            internal_account_id TEXT REFERENCES accounts(account_id),\\n   160|            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n   161|            quality_flags_json TEXT,\\n   162|            notes TEXT,\\n   163|            created_at TEXT NOT NULL,\\n   164|            updated_at TEXT\\n   165|        );\\n   166|\\n   167|        CREATE TABLE IF NOT EXISTS broker_import_dry_runs (\\n   168|            dry_run_id TEXT PRIMARY KEY,\\n   169|            source_name TEXT,\\n   170|            source_platform TEXT NOT NULL,\\n   171|            source_file_label TEXT,\\n   172|            source_file_type TEXT NOT NULL,\\n   173|            source_hash TEXT,\\n   174|            source_filename_hash TEXT,\\n   175|            detected_snapshot_date TEXT,\\n   176|            snapshot_date_status TEXT NOT NULL DEFAULT 'missing',\\n   177|            detected_sections_json TEXT NOT NULL,\\n   178|            field_coverage_json TEXT,\\n   179|            rows_total INTEGER NOT NULL DEFAULT 0,\\n   180|            rows_position_candidates INTEGER NOT NULL DEFAULT 0,\\n   181|\", \"total_lines\": 1380, \"file_size\": 65977, \"truncated\": true, \"hint\": \"Use offset=181 to continue reading (showing 1-180 of 1380 lines)\", \"is_binary\": false, \"is_image\": false}",
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        {
          "id": "call_Ku7k52uf9CHkLYYg2w1j0d3X",
          "call_id": "call_Ku7k52uf9CHkLYYg2w1j0d3X",
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_matching_learning_v2.py\",\"content\":\"from __future__ import annotations\\n\\nimport sqlite3\\nfrom pathlib import Path\\n\\nimport pytest\\n\\nfrom jarvis_finance.storage.migrations import apply_migrations, get_schema_version\\nfrom jarvis_finance.services.grocery_optimizer import (\\n    add_demo_migros_receipt,\\n    accept_grocery_product_match,\\n    reject_grocery_product_match,\\n    create_manual_grocery_mapping,\\n    get_grocery_optimizer_dashboard,\\n    run_grocery_optimization,\\n    generate_grocery_optimization_report,\\n)\\nfrom jarvis_finance.services.grocery_price_providers import search_and_store_product_matches, CoopProvider\\n\\n\\ndef db() -> sqlite3.Connection:\\n    conn = sqlite3.connect(':memory:')\\n    conn.row_factory = sqlite3.Row\\n    apply_migrations(conn)\\n    assert get_schema_version(conn) == 34\\n    return conn\\n\\n\\ndef seed_receipt(conn: sqlite3.Connection, raw='Milch 1L', receipt_id='r1') -> dict:\\n    return add_demo_migros_receipt(conn, purchase_date='2026-05-19', store_name='Migros', receipt_id=receipt_id, items=[{'raw_product_name': raw, 'quantity_text': '1L', 'unit': 'l', 'unit_price_text': '1.50/l', 'total_price_text': '1.50'}])\\n\\n\\ndef test_accept_match_creates_preferred_mapping_and_next_receipt_reuses_without_provider_call() -> None:\\n    conn = db()\\n    first = seed_receipt(conn, receipt_id='r1')\\n    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Prix Garantie Milch 1L</a><span class=\\\"price\\\">CHF 1.20</span><span class=\\\"unit-price\\\">1.20/l</span></article>')\\n    found = search_and_store_product_matches(conn, 'r1', providers=[provider], included_product_item_ids=[first['items'][0]['product_item_id']], use_cache=False)\\n    accepted = accept_grocery_product_match(conn, found['matches'][0]['match_id'], user_note='passt')\\n    assert accepted['status'] == 'accepted'\\n    assert accepted['target_retailer'] == 'Coop'\\n\\n    second = seed_receipt(conn, receipt_id='r2')\\n    fail_provider = CoopProvider(fetcher=lambda _url: (_ for _ in ()).throw(AssertionError('provider must not be called')))\\n    reused = search_and_store_product_matches(conn, 'r2', providers=[fail_provider], included_product_item_ids=[second['items'][0]['product_item_id']], prefer_known_mappings=True, use_cache=True)\\n    assert reused['provider_calls'] == 0\\n    assert reused['known_mapping_hits'] == 1\\n    assert reused['matches'][0]['source'] == 'known_mapping'\\n    run = run_grocery_optimization(conn, 'r2', selected_retailers=['Coop'], included_product_item_ids=[second['items'][0]['product_item_id']])\\n    assert run['summary']['replaceable_product_count'] == 1\\n\\n\\ndef test_rejected_match_is_persisted_and_not_recommended_again() -> None:\\n    conn = db()\\n    receipt = seed_receipt(conn)\\n    provider = CoopProvider(fetcher=lambda _url: '<article data-product><a href=\\\"/milch\\\">Coop Milch 1L</a><span class=\\\"price\\\">CHF 1.20</span><span class=\\\"unit-price\\\">1.20/l</span></article>')\\n    found = search_and_store_product_matches(conn, 'r1', providers=[provider], included_product_item_ids=[receipt['items'][0]['product_item_id']], use_cache=False)\\n    rejected = reject_grocery_product_match(conn, found['matches'][0]['match_id'], user_note='falsch')\\n    assert rejected['status'] == 'rejected'\\n\\n    second = seed_receipt(conn, receipt_id='r2')\\n    reused = search_and_store_product_matches(conn, 'r2', providers=[provider], included_product_item_ids=[second['items'][0]['product_item_id']], prefer_known_mappings=True, use_cache=True)\\n    assert all(m.get('status') != 'suggested' for m in reused['matches'])\\n    run = run_grocery_optimization(conn, 'r2', selected_retailers=['Coop'], included_product_item_ids=[second['items'][0]['product_item_id']])\\n    assert run['summary']['replaceable_product_count'] == 0\\n    assert 'Milch 1L' in run['optimized_lists'][0]['rejected_products']\\n\\n\\ndef test_manual_mapping_can_be_saved_and_used_with_optional_source_price() -> None:\\n    conn = db()\\n    receipt = seed_receipt(conn)\\n    mapping = create_manual_grocery_mapping(conn, product_item_id=receipt['items'][0]['product_item_id'], target_retailer='Denner', target_product_name='Denner Milch 1L', target_product_url='https://www.denner.ch/milch', target_brand='Denner', target_package_size='1L', target_unit='l', match_type='manual_match', candidate_price_text='1.10', candidate_unit_price_text='1.10/l', user_note='manuell geprüft')\\n    assert mapping['status'] == 'accepted'\\n    assert mapping['match_type'] == 'manual_match'\\n    run = run_grocery_optimization(conn, 'r1', selected_retailers=['Denner'], included_product_item_ids=[receipt['items'][0]['product_item_id']])\\n    assert run['optimized_total_text'] == '1.10'\\n\\n\\ndef test_dashboard_surfaces_known_mappings_and_cache_status() -> None:\\n    conn = db()\\n    receipt = seed_receipt(conn)\\n    mapping = create_manual_grocery_mapping(conn, product_item_id=receipt['items'][0]['product_item_id'], target_retailer='Coop', target_product_name='Coop Milch 1L', target_product_url='https://coop.example/milch', match_type='manual_match', candidate_price_text='1.20')\\n    dash = get_grocery_optimizer_dashboard(conn)\\n    item = dash['receipts'][0]['items'][0]\\n    assert item['known_mappings'][0]['mapping_id'] == mapping['mapping_id']\\n    assert item['known_mappings'][0]['cache_status'] in {'frisch', 'veraltet', 'fehlt', 'fehler'}\\n\\n\\ndef test_report_contains_known_mappings_sources_and_disclaimer_runtime_only(tmp_path: Path) -> None:\\n    conn = db()\\n    receipt = seed_receipt(conn)\\n    create_manual_grocery_mapping(conn, product_item_id=receipt['items'][0]['product_item_id'], target_retailer='Coop', target_product_name='Coop Milch 1L', target_product_url='https://coop.example/milch', match_type='manual_match', candidate_price_text='1.20')\\n    run = run_grocery_optimization(conn, 'r1', selected_retailers=['Coop'], included_product_item_ids=[receipt['items'][0]['product_item_id']])\\n    report = generate_grocery_optimization_report(conn, run['run_id'], reports_dir=tmp_path / 'runtime-reports', repo_root=tmp_path / 'repo')\\n    text = Path(report['report_path']).read_text()\\n    assert report['runtime_only'] is True\\n    assert 'Bekannte Mappings' in text\\n    assert 'https://coop.example/milch' in text\\n    assert 'keine medizinische Empfehlung' in text\\n\"}"
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            "arguments": "{\"content\":\"import { mount, flushPromises } from '@vue/test-utils'\\nimport { describe, expect, it, vi, beforeEach } from 'vitest'\\nimport BudgetGroceryOptimizerPage from '@/pages/BudgetGroceryOptimizerPage.vue'\\nimport * as budgetApi from '@/api/budget'\\n\\nvi.mock('@/api/budget', async () => {\\n  const actual = await vi.importActual<any>('@/api/budget')\\n  return {\\n    ...actual,\\n    getGroceryOptimizerDashboard: vi.fn(),\\n    createGroceryDemoReceipt: vi.fn(),\\n    searchGroceryOnlinePrices: vi.fn(),\\n    runGroceryOptimization: vi.fn(),\\n    generateGroceryOptimizationReport: vi.fn(),\\n    acceptGroceryProductMatch: vi.fn(),\\n    rejectGroceryProductMatch: vi.fn(),\\n    saveManualGroceryMapping: vi.fn(),\\n    refreshGroceryMappingPrice: vi.fn(),\\n  }\\n})\\n\\nconst dashboard = {\\n  purpose: 'grocery_matching_learning_v2',\\n  supported_retailers: ['Coop', 'Denner'],\\n  health_analysis_status: 'prepared_not_run',\\n  disclaimer: 'Keine medizinische Bewertung; keine automatische Bestellung.',\\n  receipts: [{\\n    receipt_id: 'receipt_1', purchase_date: '2026-05-19', store_name: 'Migros', article_count: 1, total_text: '1.50',\\n    items: [{ product_item_id: 'item_1', raw_product_name: 'Milch 1L', normalized_product_name: 'milch', quantity_text: '1L', total_price_text: '1.50', known_mappings: [{ mapping_id: 'map_1', target_retailer: 'Coop', target_product_name: 'Coop Milch 1L', status: 'accepted', cache_status: 'frisch', last_price_checked_at: '2026-05-19T10:00:00Z' }] }]\\n  }]\\n}\\n\\ndescribe('Grocery Matching Review & Learning v2 UI', () => {\\n  beforeEach(() => {\\n    vi.clearAllMocks()\\n    vi.mocked(budgetApi.getGroceryOptimizerDashboard).mockResolvedValue(dashboard as any)\\n    vi.mocked(budgetApi.searchGroceryOnlinePrices).mockResolvedValue({ matches: [{ match_id: 'match_1', product_item_id: 'item_1', retailer: 'Coop', product_name: 'Coop Milch 1L', product_url: 'https://coop.example/milch', price_text: '1.20', unit_price_text: '1.20/l', source: 'cache', fetched_at: '2026-05-19T10:00:00Z', confidence: '0.90', quality_flags: ['close_match'], status: 'suggested' }] } as any)\\n    vi.mocked(budgetApi.acceptGroceryProductMatch).mockResolvedValue({ status: 'accepted' } as any)\\n    vi.mocked(budgetApi.rejectGroceryProductMatch).mockResolvedValue({ status: 'rejected' } as any)\\n    vi.mocked(budgetApi.saveManualGroceryMapping).mockResolvedValue({ status: 'accepted' } as any)\\n    vi.mocked(budgetApi.refreshGroceryMappingPrice).mockResolvedValue({ cache_status: 'frisch' } as any)\\n  })\\n\\n  it('shows known mappings, cache status and review actions', async () => {\\n    const wrapper = mount(BudgetGroceryOptimizerPage)\\n    await flushPromises()\\n    expect(wrapper.text()).toContain('Bekannte Mappings')\\n    expect(wrapper.text()).toContain('Cache: frisch')\\n    await wrapper.vm.searchOnlinePrices()\\n    await flushPromises()\\n    expect(wrapper.text()).toContain('Später prüfen')\\n    await wrapper.find('[data-testid=\\\"accept-match-match_1\\\"]').trigger('click')\\n    expect(budgetApi.acceptGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1', save_as_preferred: true })\\n    await wrapper.find('[data-testid=\\\"reject-match-match_1\\\"]').trigger('click')\\n    expect(budgetApi.rejectGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1' })\\n  })\\n\\n  it('saves manual mapping and refreshes accepted mapping price only by explicit click', async () => {\\n    const wrapper = mount(BudgetGroceryOptimizerPage)\\n    await flushPromises()\\n    expect(budgetApi.searchGroceryOnlinePrices).not.toHaveBeenCalled()\\n    await wrapper.find('[data-testid=\\\"manual-retailer\\\"]').setValue('Denner')\\n    await wrapper.find('[data-testid=\\\"manual-name\\\"]').setValue('Denner Milch 1L')\\n    await wrapper.find('[data-testid=\\\"manual-url\\\"]').setValue('https://denner.example/milch')\\n    await wrapper.find('[data-testid=\\\"save-manual-mapping\\\"]').trigger('click')\\n    expect(budgetApi.saveManualGroceryMapping).toHaveBeenCalled()\\n    await wrapper.find('[data-testid=\\\"refresh-mapping-map_1\\\"]').trigger('click')\\n    expect(budgetApi.refreshGroceryMappingPrice).toHaveBeenCalledWith({ mapping_id: 'map_1' })\\n  })\\n})\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\"}"
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      "content": "{\"bytes_written\": 4081, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\\\">\\nERROR [3:40] Cannot find module '@/pages/BudgetGroceryOptimizerPage.vue' or its corresponding type declarations. [2307] (typescript)\\nERROR [38:25] Property 'acceptGroceryProductMatch' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. Did you mean 'addGroceryProductMatch'? [2551] (typescript)\\nERROR [39:25] Property 'rejectGroceryProductMatch' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. Did you mean 'addGroceryProductMatch'? [2551] (typescript)\\nERROR [40:25] Property 'saveManualGroceryMapping' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. [2339] (typescript)\\nERROR [41:25] Property 'refreshGroceryMappingPrice' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. [2339] (typescript)\\nERROR [53:22] Property 'acceptGroceryProductMatch' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. Did you mean 'addGroceryProductMatch'? [2551] (typescript)\\nERROR [55:22] Property 'rejectGroceryProductMatch' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. Did you mean 'addGroceryProductMatch'? [2551] (typescript)\\nERROR [66:22] Property 'saveManualGroceryMapping' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. [2339] (typescript)\\nERROR [68:22] Property 'refreshGroceryMappingPrice' does not exist on type 'typeof import(\\\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget\\\")'. [2339] (typescript)\\n</diagnostics>\"}",
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      "content": "{\"output\": \"==================================== ERRORS ====================================\\n_______ ERROR collecting tests/unit/test_grocery_matching_learning_v2.py _______\\nImportError while importing test module '/home/agent/.hermes/repos/FinanceManager/tests/unit/test_grocery_matching_learning_v2.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_grocery_matching_learning_v2.py:9: in <module>\\n    from jarvis_finance.services.grocery_optimizer import (\\nE   ImportError: cannot import name 'accept_grocery_product_match' from 'jarvis_finance.services.grocery_optimizer' (/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py)\\n=========================== short test summary info ============================\\nERROR tests/unit/test_grocery_matching_learning_v2.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.30s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_iV1GofPiM1HkCz4RDUCFPJSZ"
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      "content": "RED bestätigt: Mapping-/Review-Funktionen fehlen. Ich implementiere jetzt Migration 34, Mapping-Service-Funktionen, API-Endpunkte und UI-Anbindung.",
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      "content": "{\"content\": \"  1280|            status TEXT NOT NULL DEFAULT 'suggested'\\n  1281|        );\\n  1282|        CREATE INDEX IF NOT EXISTS idx_grocery_matches_item ON grocery_product_matches(product_item_id, status);\\n  1283|\\n  1284|        CREATE TABLE IF NOT EXISTS grocery_product_details_cache (\\n  1285|            detail_id TEXT PRIMARY KEY,\\n  1286|            retailer TEXT NOT NULL,\\n  1287|            product_url TEXT NOT NULL,\\n  1288|            product_name TEXT,\\n  1289|            price_text TEXT,\\n  1290|            unit_price_text TEXT,\\n  1291|            package_size TEXT,\\n  1292|            ingredients_text TEXT,\\n  1293|            nutrition_json TEXT NOT NULL DEFAULT '{}',\\n  1294|            fetched_at TEXT NOT NULL,\\n  1295|            cache_status TEXT NOT NULL DEFAULT 'cached',\\n  1296|            source_hash TEXT\\n  1297|        );\\n  1298|        CREATE UNIQUE INDEX IF NOT EXISTS idx_grocery_detail_cache_url ON grocery_product_details_cache(retailer, product_url);\\n  1299|\\n  1300|        CREATE TABLE IF NOT EXISTS grocery_optimization_runs (\\n  1301|            run_id TEXT PRIMARY KEY,\\n  1302|            receipt_id TEXT NOT NULL,\\n  1303|            run_date TEXT NOT NULL,\\n  1304|            selected_retailers_json TEXT NOT NULL,\\n  1305|            max_store_count INTEGER NOT NULL DEFAULT 3,\\n  1306|            original_total_text TEXT NOT NULL,\\n  1307|            optimized_total_text TEXT NOT NULL,\\n  1308|            estimated_savings_text TEXT NOT NULL,\\n  1309|            quality_status TEXT NOT NULL,\\n  1310|            summary_json TEXT NOT NULL,\\n  1311|            report_path TEXT,\\n  1312|            created_at TEXT NOT NULL\\n  1313|        );\\n  1314|        CREATE INDEX IF NOT EXISTS idx_grocery_runs_receipt ON grocery_optimization_runs(receipt_id, created_at);\\n  1315|        \\\"\\\"\\\"\\n  1316|    )\\n  1317|\\n  1318|\\n  1319|def _add_grocery_price_provider_v1_columns(conn: Connection) -> None:\\n  1320|    existing = _table_columns(conn, \\\"grocery_product_details_cache\\\")\\n  1321|    columns = {\\n  1322|        \\\"brand\\\": \\\"TEXT\\\",\\n  1323|        \\\"image_url\\\": \\\"TEXT\\\",\\n  1324|        \\\"price_decimal_text\\\": \\\"TEXT\\\",\\n  1325|        \\\"currency\\\": \\\"TEXT NOT NULL DEFAULT 'CHF'\\\",\\n  1326|        \\\"unit\\\": \\\"TEXT\\\",\\n  1327|        \\\"unit_price_decimal_text\\\": \\\"TEXT\\\",\\n  1328|        \\\"availability_status\\\": \\\"TEXT\\\",\\n  1329|        \\\"promotion_text\\\": \\\"TEXT\\\",\\n  1330|        \\\"source\\\": \\\"TEXT NOT NULL DEFAULT 'cache'\\\",\\n  1331|        \\\"confidence\\\": \\\"TEXT NOT NULL DEFAULT '0'\\\",\\n  1332|        \\\"quality_flags_json\\\": \\\"TEXT NOT NULL DEFAULT '[]'\\\",\\n  1333|        \\\"raw_result_json\\\": \\\"TEXT NOT NULL DEFAULT '{}'\\\",\\n  1334|    }\\n  1335|    for name, col_type in columns.items():\\n  1336|        if name not in existing:\\n  1337|            conn.execute(f\\\"ALTER TABLE grocery_product_details_cache ADD COLUMN {name} {col_type}\\\")\\n  1338|\\n  1339|\\n  1340|def _apply_compat_migrations(conn: Connection) -> None:\\n  1341|    _add_missing_instrument_columns(conn)\\n  1342|    for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n  1343|        _rebuild_table_with_text_columns(conn, table, text_columns)\\n  1344|    _create_broker_bank_mapping_tables(conn)\\n  1345|    _create_broker_import_review_items(conn)\\n  1346|    _create_broker_import_execution_plans(conn)\\n  1347|    _add_transaction_void_columns(conn)\\n  1348|    _create_fx_market_data_tables(conn)\\n  1349|    _create_instrument_import_candidates(conn)\\n  1350|    _create_budget_phase1_tables(conn)\\n  1351|    _create_budget_phase11_tables(conn)\\n  1352|    _create_budget_phase14_tables(conn)\\n  1353|    _create_budget_phase15_tables(conn)\\n  1354|    _create_budget_phase18_tables(conn)\\n  1355|    _create_budget_phase19_tables(conn)\\n  1356|    _create_budget_import_production_v1_tables(conn)\\n  1357|    _create_budget_categories_ux_fix_tables(conn)\\n  1358|    _create_budget_planning_forecast_v1_tables(conn)\\n  1359|    _create_budget_fixed_costs_subscriptions_v1_tables(conn)\\n  1360|    _create_budget_monthly_import_rule_learning_v1_tables(conn)\\n  1361|    _create_grocery_optimizer_v1_tables(conn)\\n  1362|    _add_grocery_price_provider_v1_columns(conn)\\n  1363|\\n  1364|\\n  1365|def apply_migrations(conn: Connection) -> None:\\n  1366|    conn.executescript(INITIAL_SCHEMA_SQL)\\n  1367|    existing_initial = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = 1\\\").fetchone()\\n  1368|    if not existing_initial:\\n  1369|        conn.execute(\\n  1370|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n  1371|            (1, \\\"001_initial_schema\\\", utc_now(), checksum_sql(INITIAL_SCHEMA_SQL)),\\n  1372|        )\\n  1373|    _apply_compat_migrations(conn)\\n  1374|    existing = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = ?\\\", (MIGRATION_VERSION,)).fetchone()\\n  1375|    if not existing:\\n  1376|        conn.execute(\\n  1377|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n  1378|            (MIGRATION_VERSION, MIGRATION_NAME, utc_now(), checksum_sql(MIGRATION_NAME)),\\n  1379|        )\\n  1380|    conn.commit()\\n  1381|\", \"total_lines\": 1380, \"file_size\": 65978, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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            "arguments": "{\"mode\":\"replace\",\"old_string\":\"\\n\\ndef _apply_compat_migrations(conn: Connection) -> None:\",\"new_string\":\"\\n\\ndef _create_grocery_matching_learning_v2_tables(conn: Connection) -> None:\\n    conn.executescript(\\n        \\\"\\\"\\\"\\n        CREATE TABLE IF NOT EXISTS grocery_product_mappings (\\n            mapping_id TEXT PRIMARY KEY,\\n            source_product_normalized_name TEXT NOT NULL,\\n            source_product_raw_name TEXT,\\n            source_retailer TEXT NOT NULL DEFAULT 'Migros',\\n            target_retailer TEXT NOT NULL,\\n            target_product_name TEXT NOT NULL,\\n            target_product_url TEXT NOT NULL,\\n            target_brand TEXT,\\n            target_package_size TEXT,\\n            target_unit TEXT,\\n            target_price_text TEXT,\\n            target_unit_price_text TEXT,\\n            price_currency TEXT NOT NULL DEFAULT 'CHF',\\n            match_type TEXT NOT NULL,\\n            status TEXT NOT NULL DEFAULT 'needs_review',\\n            confidence TEXT NOT NULL DEFAULT '0',\\n            user_note TEXT,\\n            source_match_id TEXT,\\n            quality_flags_json TEXT NOT NULL DEFAULT '[]',\\n            health_analysis_status TEXT NOT NULL DEFAULT 'prepared_not_run',\\n            health_flags_json TEXT NOT NULL DEFAULT '{}',\\n            health_notes TEXT,\\n            created_at TEXT NOT NULL,\\n            updated_at TEXT NOT NULL,\\n            last_price_checked_at TEXT\\n        );\\n        CREATE INDEX IF NOT EXISTS idx_grocery_mappings_source ON grocery_product_mappings(source_product_normalized_name, source_retailer, status);\\n        CREATE INDEX IF NOT EXISTS idx_grocery_mappings_target ON grocery_product_mappings(target_retailer, target_product_url, status);\\n        \\\"\\\"\\\"\\n    )\\n\\n\\ndef _apply_compat_migrations(conn: Connection) -> None:\" ,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
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      "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@@ -1337,6 +1337,42 @@\\n             conn.execute(f\\\"ALTER TABLE grocery_product_details_cache ADD COLUMN {name} {col_type}\\\")\\n \\n \\n+def _create_grocery_matching_learning_v2_tables(conn: Connection) -> None:\\n+    conn.executescript(\\n+        \\\"\\\"\\\"\\n+        CREATE TABLE IF NOT EXISTS grocery_product_mappings (\\n+            mapping_id TEXT PRIMARY KEY,\\n+            source_product_normalized_name TEXT NOT NULL,\\n+            source_product_raw_name TEXT,\\n+            source_retailer TEXT NOT NULL DEFAULT 'Migros',\\n+            target_retailer TEXT NOT NULL,\\n+            target_product_name TEXT NOT NULL,\\n+            target_product_url TEXT NOT NULL,\\n+            target_brand TEXT,\\n+            target_package_size TEXT,\\n+            target_unit TEXT,\\n+            target_price_text TEXT,\\n+            target_unit_price_text TEXT,\\n+            price_currency TEXT NOT NULL DEFAULT 'CHF',\\n+            match_type TEXT NOT NULL,\\n+            status TEXT NOT NULL DEFAULT 'needs_review',\\n+            confidence TEXT NOT NULL DEFAULT '0',\\n+            user_note TEXT,\\n+            source_match_id TEXT,\\n+            quality_flags_json TEXT NOT NULL DEFAULT '[]',\\n+            health_analysis_status TEXT NOT NULL DEFAULT 'prepared_not_run',\\n+            health_flags_json TEXT NOT NULL DEFAULT '{}',\\n+            health_notes TEXT,\\n+            created_at TEXT NOT NULL,\\n+            updated_at TEXT NOT NULL,\\n+            last_price_checked_at TEXT\\n+        );\\n+        CREATE INDEX IF NOT EXISTS idx_grocery_mappings_source ON grocery_product_mappings(source_product_normalized_name, source_retailer, status);\\n+        CREATE INDEX IF NOT EXISTS idx_grocery_mappings_target ON grocery_product_mappings(target_retailer, target_product_url, status);\\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\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    _create_grocery_optimizer_v1_tables(conn)\\n    _add_grocery_price_provider_v1_columns(conn)\\n    _create_grocery_matching_learning_v2_tables(conn)\",\"old_string\":\"    _create_grocery_optimizer_v1_tables(conn)\\n    _add_grocery_price_provider_v1_columns(conn)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
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            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def _matches(conn: Connection, product_item_id: str) -> list[dict[str, Any]]:\\n    return [row_to_dict(r) for r in conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE product_item_id=? ORDER BY CAST(match_confidence AS REAL) DESC\\\", (product_item_id,)).fetchall()]\\n\\n\\ndef _cache_status_for_url(conn: Connection, retailer: str, url: str) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND product_url=? ORDER BY fetched_at DESC LIMIT 1\\\", (retailer, url)).fetchone()\\n    if not row:\\n        return {\\\"cache_status\\\": \\\"fehlt\\\", \\\"last_price_checked_at\\\": None}\\n    data = row_to_dict(row)\\n    try:\\n        fetched = datetime.fromisoformat(str(data.get(\\\"fetched_at\\\")))\\n        if fetched.tzinfo is None:\\n            fetched = fetched.replace(tzinfo=timezone.utc)\\n        age = (datetime.now(timezone.utc) - fetched).total_seconds()\\n        status = \\\"frisch\\\" if age <= 86400 else \\\"veraltet\\\"\\n    except Exception:\\n        status = \\\"fehler\\\"\\n    return {\\\"cache_status\\\": status, \\\"last_price_checked_at\\\": data.get(\\\"fetched_at\\\"), \\\"price_text\\\": data.get(\\\"price_text\\\"), \\\"unit_price_text\\\": data.get(\\\"unit_price_text\\\")}\\n\\n\\ndef known_mappings_for_item(conn: Connection, item: dict[str, Any], include_rejected: bool = False) -> list[dict[str, Any]]:\\n    statuses = (\\\"accepted\\\", \\\"needs_review\\\", \\\"rejected\\\") if include_rejected else (\\\"accepted\\\", \\\"needs_review\\\")\\n    rows = conn.execute(\\n        f\\\"SELECT * FROM grocery_product_mappings WHERE source_retailer='Migros' AND source_product_normalized_name=? AND status IN ({','.join('?' for _ in statuses)}) ORDER BY status='accepted' DESC, CAST(confidence AS REAL) DESC, updated_at DESC\\\",\\n        (item.get(\\\"normalized_product_name\\\"), *statuses),\\n    ).fetchall()\\n    mappings = []\\n    for row in rows:\\n        d = row_to_dict(row)\\n        d.update(_cache_status_for_url(conn, d[\\\"target_retailer\\\"], d[\\\"target_product_url\\\"]))\\n        mappings.append(d)\\n    return mappings\\n\\n\\ndef _insert_mapping(conn: Connection, *, item: dict[str, Any], target_retailer: str, target_product_name: str, target_product_url: str, match_type: str, status: str, confidence: str = \\\"0.80\\\", user_note: str | None = None, source_match_id: str | None = None, target_brand: str | None = None, target_package_size: str | None = None, target_unit: str | None = None, target_price_text: str | None = None, target_unit_price_text: str | None = None, quality_flags: list[str] | None = None, last_price_checked_at: str | None = None) -> dict[str, Any]:\\n    now = _now()\\n    mapping_id = new_id(\\\"gmap\\\")\\n    conn.execute(\\n        \\\"\\\"\\\"INSERT INTO grocery_product_mappings(mapping_id,source_product_normalized_name,source_product_raw_name,source_retailer,target_retailer,target_product_name,target_product_url,target_brand,target_package_size,target_unit,target_price_text,target_unit_price_text,price_currency,match_type,status,confidence,user_note,source_match_id,quality_flags_json,health_analysis_status,health_flags_json,health_notes,created_at,updated_at,last_price_checked_at)\\n           VALUES (?, ?, ?, 'Migros', ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, ?, ?, ?, ?, ?, 'prepared_not_run', '{}', ?, ?, ?, ?)\\\"\\\"\\\",\\n        (mapping_id, item.get(\\\"normalized_product_name\\\"), item.get(\\\"raw_product_name\\\"), target_retailer, target_product_name, target_product_url, target_brand, target_package_size, target_unit, _fmt(target_price_text) if target_price_text else None, target_unit_price_text, match_type, status, confidence, user_note, source_match_id, json.dumps(quality_flags or [match_type]), \\\"Gesundheitsanalyse später\\\", now, now, last_price_checked_at),\\n    )\\n    conn.commit()\\n    return row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone())\\n\\n\\ndef accept_grocery_product_match(conn: Connection, match_id: str, *, user_note: str | None = None, save_as_preferred: bool = True) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (match_id,)).fetchone()\\n    if not row:\\n        raise ValueError(\\\"match_not_found\\\")\\n    match = row_to_dict(row)\\n    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n    conn.execute(\\\"UPDATE grocery_product_matches SET status='accepted' WHERE match_id=?\\\", (match_id,))\\n    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=(json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\") or [\\\"manual_match\\\"])[0], status=\\\"accepted\\\" if save_as_preferred else \\\"needs_review\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.80\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n    return mapping\\n\\n\\ndef reject_grocery_product_match(conn: Connection, match_id: str, *, user_note: str | None = None) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (match_id,)).fetchone()\\n    if not row:\\n        raise ValueError(\\\"match_not_found\\\")\\n    match = row_to_dict(row)\\n    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n    conn.execute(\\\"UPDATE grocery_product_matches SET status='rejected' WHERE match_id=?\\\", (match_id,))\\n    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=\\\"close_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n    return mapping\\n\\n\\ndef create_manual_grocery_mapping(conn: Connection, *, product_item_id: str, target_retailer: str, target_product_name: str, target_product_url: str, match_type: str = \\\"manual_match\\\", candidate_price_text: str | None = None, candidate_unit_price_text: str | None = None, target_brand: str | None = None, target_package_size: str | None = None, target_unit: str | None = None, user_note: str | None = None, confidence: str = \\\"0.95\\\") -> dict[str, Any]:\\n    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (product_item_id,)).fetchone())\\n    mapping = _insert_mapping(conn, item=item, target_retailer=target_retailer, target_product_name=target_product_name, target_product_url=target_product_url, target_brand=target_brand, target_package_size=target_package_size, target_unit=target_unit, target_price_text=candidate_price_text, target_unit_price_text=candidate_unit_price_text, match_type=match_type, status=\\\"accepted\\\", confidence=confidence, user_note=user_note, quality_flags=[match_type], last_price_checked_at=_now() if candidate_price_text else None)\\n    if candidate_price_text:\\n        upsert_product_match(conn, product_item_id, retailer=target_retailer, candidate_product_name=target_product_name, candidate_url=target_product_url, candidate_price_text=candidate_price_text, candidate_unit_price_text=candidate_unit_price_text, quality_flags=[match_type], match_confidence=confidence, status=\\\"accepted\\\", source=\\\"manual_mapping\\\", candidate_brand=target_brand, candidate_package_size=target_package_size, candidate_unit=target_unit)\\n    return mapping\\n\\n\\ndef refresh_grocery_mapping_price(conn: Connection, mapping_id: str) -> dict[str, Any]:\\n    row = conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone()\\n    if not row:\\n        raise ValueError(\\\"mapping_not_found\\\")\\n    mapping = row_to_dict(row)\\n    now = _now()\\n    conn.execute(\\\"UPDATE grocery_product_mappings SET last_price_checked_at=?, updated_at=? WHERE mapping_id=?\\\", (now, now, mapping_id))\\n    conn.commit()\\n    mapping.update({\\\"last_price_checked_at\\\": now, \\\"cache_status\\\": _cache_status_for_url(conn, mapping[\\\"target_retailer\\\"], mapping[\\\"target_product_url\\\"])[\\\"cache_status\\\"]})\\n    return mapping\\n\",\"old_string\":\"def _matches(conn: Connection, product_item_id: str) -> list[dict[str, Any]]:\\n    return [row_to_dict(r) for r in conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE product_item_id=? ORDER BY CAST(match_confidence AS REAL) DESC\\\", (product_item_id,)).fetchall()]\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -103,6 +103,90 @@\\n \\n def _matches(conn: Connection, product_item_id: str) -> list[dict[str, Any]]:\\n     return [row_to_dict(r) for r in conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE product_item_id=? ORDER BY CAST(match_confidence AS REAL) DESC\\\", (product_item_id,)).fetchall()]\\n+\\n+\\n+def _cache_status_for_url(conn: Connection, retailer: str, url: str) -> dict[str, Any]:\\n+    row = conn.execute(\\\"SELECT * FROM grocery_product_details_cache WHERE retailer=? AND product_url=? ORDER BY fetched_at DESC LIMIT 1\\\", (retailer, url)).fetchone()\\n+    if not row:\\n+        return {\\\"cache_status\\\": \\\"fehlt\\\", \\\"last_price_checked_at\\\": None}\\n+    data = row_to_dict(row)\\n+    try:\\n+        fetched = datetime.fromisoformat(str(data.get(\\\"fetched_at\\\")))\\n+        if fetched.tzinfo is None:\\n+            fetched = fetched.replace(tzinfo=timezone.utc)\\n+        age = (datetime.now(timezone.utc) - fetched).total_seconds()\\n+        status = \\\"frisch\\\" if age <= 86400 else \\\"veraltet\\\"\\n+    except Exception:\\n+        status = \\\"fehler\\\"\\n+    return {\\\"cache_status\\\": status, \\\"last_price_checked_at\\\": data.get(\\\"fetched_at\\\"), \\\"price_text\\\": data.get(\\\"price_text\\\"), \\\"unit_price_text\\\": data.get(\\\"unit_price_text\\\")}\\n+\\n+\\n+def known_mappings_for_item(conn: Connection, item: dict[str, Any], include_rejected: bool = False) -> list[dict[str, Any]]:\\n+    statuses = (\\\"accepted\\\", \\\"needs_review\\\", \\\"rejected\\\") if include_rejected else (\\\"accepted\\\", \\\"needs_review\\\")\\n+    rows = conn.execute(\\n+        f\\\"SELECT * FROM grocery_product_mappings WHERE source_retailer='Migros' AND source_product_normalized_name=? AND status IN ({','.join('?' for _ in statuses)}) ORDER BY status='accepted' DESC, CAST(confidence AS REAL) DESC, updated_at DESC\\\",\\n+        (item.get(\\\"normalized_product_name\\\"), *statuses),\\n+    ).fetchall()\\n+    mappings = []\\n+    for row in rows:\\n+        d = row_to_dict(row)\\n+        d.update(_cache_status_for_url(conn, d[\\\"target_retailer\\\"], d[\\\"target_product_url\\\"]))\\n+        mappings.append(d)\\n+    return mappings\\n+\\n+\\n+def _insert_mapping(conn: Connection, *, item: dict[str, Any], target_retailer: str, target_product_name: str, target_product_url: str, match_type: str, status: str, confidence: str = \\\"0.80\\\", user_note: str | None = None, source_match_id: str | None = None, target_brand: str | None = None, target_package_size: str | None = None, target_unit: str | None = None, target_price_text: str | None = None, target_unit_price_text: str | None = None, quality_flags: list[str] | None = None, last_price_checked_at: str | None = None) -> dict[str, Any]:\\n+    now = _now()\\n+    mapping_id = new_id(\\\"gmap\\\")\\n+    conn.execute(\\n+        \\\"\\\"\\\"INSERT INTO grocery_product_mappings(mapping_id,source_product_normalized_name,source_product_raw_name,source_retailer,target_retailer,target_product_name,target_product_url,target_brand,target_package_size,target_unit,target_price_text,target_unit_price_text,price_currency,match_type,status,confidence,user_note,source_match_id,quality_flags_json,health_analysis_status,health_flags_json,health_notes,created_at,updated_at,last_price_checked_at)\\n+           VALUES (?, ?, ?, 'Migros', ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, ?, ?, ?, ?, ?, 'prepared_not_run', '{}', ?, ?, ?, ?)\\\"\\\"\\\",\\n+        (mapping_id, item.get(\\\"normalized_product_name\\\"), item.get(\\\"raw_product_name\\\"), target_retailer, target_product_name, target_product_url, target_brand, target_package_size, target_unit, _fmt(target_price_text) if target_price_text else None, target_unit_price_text, match_type, status, confidence, user_note, source_match_id, json.dumps(quality_flags or [match_type]), \\\"Gesundheitsanalyse später\\\", now, now, last_price_checked_at),\\n+    )\\n+    conn.commit()\\n+    return row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone())\\n+\\n+\\n+def accept_grocery_product_match(conn: Connection, match_id: str, *, user_note: str | None = None, save_as_preferred: bool = True) -> dict[str, Any]:\\n+    row = conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (match_id,)).fetchone()\\n+    if not row:\\n+        raise ValueError(\\\"match_not_found\\\")\\n+    match = row_to_dict(row)\\n+    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n+    conn.execute(\\\"UPDATE grocery_product_matches SET status='accepted' WHERE match_id=?\\\", (match_id,))\\n+    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=(json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\") or [\\\"manual_match\\\"])[0], status=\\\"accepted\\\" if save_as_preferred else \\\"needs_review\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.80\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n+    return mapping\\n+\\n+\\n+def reject_grocery_product_match(conn: Connection, match_id: str, *, user_note: str | None = None) -> dict[str, Any]:\\n+    row = conn.execute(\\\"SELECT * FROM grocery_product_matches WHERE match_id=?\\\", (match_id,)).fetchone()\\n+    if not row:\\n+        raise ValueError(\\\"match_not_found\\\")\\n+    match = row_to_dict(row)\\n+    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n+    conn.execute(\\\"UPDATE grocery_product_matches SET status='rejected' WHERE match_id=?\\\", (match_id,))\\n+    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=\\\"close_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n+    return mapping\\n+\\n+\\n+def create_manual_grocery_mapping(conn: Connection, *, product_item_id: str, target_retailer: str, target_product_name: str, target_product_url: str, match_type: str = \\\"manual_match\\\", candidate_price_text: str | None = None, candidate_unit_price_text: str | None = None, target_brand: str | None = None, target_package_size: str | None = None, target_unit: str | None = None, user_note: str | None = None, confidence: str = \\\"0.95\\\") -> dict[str, Any]:\\n+    item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (product_item_id,)).fetchone())\\n+    mapping = _insert_mapping(conn, item=item, target_retailer=target_retailer, target_product_name=target_product_name, target_product_url=target_product_url, target_brand=target_brand, target_package_size=target_package_size, target_unit=target_unit, target_price_text=candidate_price_text, target_unit_price_text=candidate_unit_price_text, match_type=match_type, status=\\\"accepted\\\", confidence=confidence, user_note=user_note, quality_flags=[match_type], last_price_checked_at=_now() if candidate_price_text else None)\\n+    if candidate_price_text:\\n+        upsert_product_match(conn, product_item_id, retailer=target_retailer, candidate_product_name=target_product_name, candidate_url=target_product_url, candidate_price_text=candidate_price_text, candidate_unit_price_text=candidate_unit_price_text, quality_flags=[match_type], match_confidence=confidence, status=\\\"accepted\\\", source=\\\"manual_mapping\\\", candidate_brand=target_brand, candidate_package_size=target_package_size, candidate_unit=target_unit)\\n+    return mapping\\n+\\n+\\n+def refresh_grocery_mapping_price(conn: Connection, mapping_id: str) -> dict[str, Any]:\\n+    row = conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone()\\n+    if not row:\\n+        raise ValueError(\\\"mapping_not_found\\\")\\n+    mapping = row_to_dict(row)\\n+    now = _now()\\n+    conn.execute(\\\"UPDATE grocery_product_mappings SET last_price_checked_at=?, updated_at=? WHERE mapping_id=?\\\", (now, now, mapping_id))\\n+    conn.commit()\\n+    mapping.update({\\\"last_price_checked_at\\\": now, \\\"cache_status\\\": _cache_status_for_url(conn, mapping[\\\"target_retailer\\\"], mapping[\\\"target_product_url\\\"])[\\\"cache_status\\\"]})\\n+    return mapping\\n \\n \\n def _safe_match(match: dict[str, Any]) -> bool:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_WlWQrj5pFS8fON8PsnvWrP1h"
    },
    {
      "role": "assistant",
      "content": "Need dashboard include mappings, run uses mappings/rejected. search_and_store returns match_id. Need patch provider.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need dashboard include mappings, run uses mappings/rejected. search_and_store returns match_id. Need patch provider."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5ea4e70c81919c4037cf318ebf38",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_BTEYiOogU3kGnQL4GQNdXruj",
          "call_id": "call_BTEYiOogU3kGnQL4GQNdXruj",
          "response_item_id": "fc_08efd988e539badb016a0c5ea5a604819183518b594123fa8b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        for item in items:\\n            item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n        receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\",\"old_string\":\"        items = _items_for_receipt(conn, r[\\\"receipt_id\\\"])\\n        receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -74,7 +74,8 @@\\n     rows = conn.execute(\\\"\\\"\\\"SELECT receipt_id, purchase_date, store_name, COUNT(*) AS article_count, COALESCE(SUM(CAST(total_price_text AS REAL)),0) AS total_value FROM grocery_product_items GROUP BY receipt_id,purchase_date,store_name ORDER BY purchase_date DESC, receipt_id DESC\\\"\\\"\\\").fetchall()\\n     receipts = []\\n     for r in rows:\\n-        items = _items_for_receipt(conn, r[\\\"receipt_id\\\"])\\n+        for item in items:\\n+            item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n         receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\\n     return {\\\"purpose\\\": \\\"migros_product_savings_grocery_optimizer_v1\\\", \\\"receipts\\\": receipts, \\\"supported_retailers\\\": sorted(SAFE_RETAILERS - {\\\"Migros\\\"}), \\\"health_analysis_status\\\": \\\"prepared_not_run\\\", \\\"disclaimer\\\": \\\"Keine medizinische Bewertung; keine automatische Bestellung.\\\"}\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\\">\\nERROR [77:21] \\\"items\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [79:219] \\\"items\\\" is not defined [reportUndefinedVariable] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_BTEYiOogU3kGnQL4GQNdXruj"
    },
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            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        items = _items_for_receipt(conn, r[\\\"receipt_id\\\"])\\n        for item in items:\\n            item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n        receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\",\"old_string\":\"        for item in items:\\n            item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n        receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -74,6 +74,7 @@\\n     rows = conn.execute(\\\"\\\"\\\"SELECT receipt_id, purchase_date, store_name, COUNT(*) AS article_count, COALESCE(SUM(CAST(total_price_text AS REAL)),0) AS total_value FROM grocery_product_items GROUP BY receipt_id,purchase_date,store_name ORDER BY purchase_date DESC, receipt_id DESC\\\"\\\"\\\").fetchall()\\n     receipts = []\\n     for r in rows:\\n+        items = _items_for_receipt(conn, r[\\\"receipt_id\\\"])\\n         for item in items:\\n             item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n         receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_Gr0hnAeIZkbOVmY04Jf6J2KD"
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      "reasoning": null,
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      "tool_calls": [
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          "call_id": "call_1ckqjdlPRMl21MeYLifNFoW8",
          "response_item_id": "fc_08efd988e539badb016a0c5eb811188191bd858ead218d0d91",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        candidates = [m for m in _matches(conn, item[\\\"product_item_id\\\"]) if m[\\\"retailer\\\"] in selected]\\n        for mapping in known_mappings_for_item(conn, item, include_rejected=False):\\n            if mapping[\\\"status\\\"] == \\\"accepted\\\" and mapping[\\\"target_retailer\\\"] in selected and mapping.get(\\\"target_price_text\\\"):\\n                candidates.append({\\\"match_id\\\": mapping[\\\"mapping_id\\\"], \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": mapping[\\\"target_retailer\\\"], \\\"candidate_product_name\\\": mapping[\\\"target_product_name\\\"], \\\"candidate_url\\\": mapping[\\\"target_product_url\\\"], \\\"candidate_brand\\\": mapping.get(\\\"target_brand\\\"), \\\"candidate_package_size\\\": mapping.get(\\\"target_package_size\\\"), \\\"candidate_unit\\\": mapping.get(\\\"target_unit\\\"), \\\"candidate_price_text\\\": mapping.get(\\\"target_price_text\\\"), \\\"candidate_unit_price_text\\\": mapping.get(\\\"target_unit_price_text\\\"), \\\"match_confidence\\\": mapping.get(\\\"confidence\\\") or \\\"0.95\\\", \\\"quality_flags_json\\\": mapping.get(\\\"quality_flags_json\\\") or json.dumps([mapping.get(\\\"match_type\\\") or \\\"manual_match\\\"]), \\\"status\\\": \\\"accepted\\\", \\\"source\\\": \\\"known_mapping\\\"})\\n        rejected_mappings = [m for m in conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE source_product_normalized_name=? AND status='rejected'\\\", (item.get(\\\"normalized_product_name\\\"),)).fetchall()]\",\"old_string\":\"        candidates = [m for m in _matches(conn, item[\\\"product_item_id\\\"]) if m[\\\"retailer\\\"] in selected]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -214,6 +214,10 @@\\n     for item in items:\\n         item_price = _money(item[\\\"total_price_text\\\"])\\n         candidates = [m for m in _matches(conn, item[\\\"product_item_id\\\"]) if m[\\\"retailer\\\"] in selected]\\n+        for mapping in known_mappings_for_item(conn, item, include_rejected=False):\\n+            if mapping[\\\"status\\\"] == \\\"accepted\\\" and mapping[\\\"target_retailer\\\"] in selected and mapping.get(\\\"target_price_text\\\"):\\n+                candidates.append({\\\"match_id\\\": mapping[\\\"mapping_id\\\"], \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": mapping[\\\"target_retailer\\\"], \\\"candidate_product_name\\\": mapping[\\\"target_product_name\\\"], \\\"candidate_url\\\": mapping[\\\"target_product_url\\\"], \\\"candidate_brand\\\": mapping.get(\\\"target_brand\\\"), \\\"candidate_package_size\\\": mapping.get(\\\"target_package_size\\\"), \\\"candidate_unit\\\": mapping.get(\\\"target_unit\\\"), \\\"candidate_price_text\\\": mapping.get(\\\"target_price_text\\\"), \\\"candidate_unit_price_text\\\": mapping.get(\\\"target_unit_price_text\\\"), \\\"match_confidence\\\": mapping.get(\\\"confidence\\\") or \\\"0.95\\\", \\\"quality_flags_json\\\": mapping.get(\\\"quality_flags_json\\\") or json.dumps([mapping.get(\\\"match_type\\\") or \\\"manual_match\\\"]), \\\"status\\\": \\\"accepted\\\", \\\"source\\\": \\\"known_mapping\\\"})\\n+        rejected_mappings = [m for m in conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE source_product_normalized_name=? AND status='rejected'\\\", (item.get(\\\"normalized_product_name\\\"),)).fetchall()]\\n         safe = [m for m in candidates if _safe_match(m)]\\n         best = min(safe, key=lambda m: _money(m[\\\"candidate_price_text\\\"]), default=None)\\n         if best:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_1ckqjdlPRMl21MeYLifNFoW8"
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        {
          "id": "call_jFyAO46q9dQIEKooZhtPmasO",
          "call_id": "call_jFyAO46q9dQIEKooZhtPmasO",
          "response_item_id": "fc_08efd988e539badb016a0c5ec43080819198c85266d1d507c9",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        item_options.append({\\\"item\\\": item, \\\"item_price\\\": item_price, \\\"candidates\\\": candidates, \\\"safe\\\": safe, \\\"best\\\": best, \\\"has_rejected\\\": bool(rejected_mappings)})\",\"old_string\":\"        item_options.append({\\\"item\\\": item, \\\"item_price\\\": item_price, \\\"candidates\\\": candidates, \\\"safe\\\": safe, \\\"best\\\": best})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -224,7 +224,7 @@\\n             retailer_savings[best[\\\"retailer\\\"]] += max(Decimal(\\\"0.00\\\"), item_price - _money(best[\\\"candidate_price_text\\\"]))\\n         elif candidates:\\n             uncertain += 1\\n-        item_options.append({\\\"item\\\": item, \\\"item_price\\\": item_price, \\\"candidates\\\": candidates, \\\"safe\\\": safe, \\\"best\\\": best})\\n+        item_options.append({\\\"item\\\": item, \\\"item_price\\\": item_price, \\\"candidates\\\": candidates, \\\"safe\\\": safe, \\\"best\\\": best, \\\"has_rejected\\\": bool(rejected_mappings)})\\n \\n     allowed_retailers = set(r for r, _saving in sorted(retailer_savings.items(), key=lambda kv: kv[1], reverse=True)[:max_store_count])\\n     comparisons = []\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_jFyAO46q9dQIEKooZhtPmasO"
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    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
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          "call_id": "call_gUutjQrmJXOksJ9dRwOWu2NE",
          "response_item_id": "fc_08efd988e539badb016a0c5ecb36cc8191a826b48f596a797e",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"            elif option.get(\\\"has_rejected\\\"):\\n                status = \\\"rejected\\\"\\n            elif option[\\\"candidates\\\"]:\",\"old_string\":\"            elif option[\\\"candidates\\\"]:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -252,6 +252,8 @@\\n             if original_best and original_best.get(\\\"retailer\\\") not in allowed_retailers:\\n                 status = \\\"not_selected_due_to_store_limit\\\"\\n                 flags = json.loads(original_best.get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n+            elif option.get(\\\"has_rejected\\\"):\\n+                status = \\\"rejected\\\"\\n             elif option[\\\"candidates\\\"]:\\n                 status = \\\"needs_review\\\"\\n                 flags = json.loads(option[\\\"candidates\\\"][0].get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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    {
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      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
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          "call_id": "call_0pk335TJstPP7NB5NzlKeoWQ",
          "response_item_id": "fc_08efd988e539badb016a0c5ed1d8ac8191a16b73826d4cf195",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    optimized_lists = [{\\\"variant\\\": \\\"max_3_stores\\\", \\\"store_count\\\": len(stores), \\\"stores\\\": [{\\\"retailer\\\": retailer, \\\"items\\\": rows} for retailer, rows in stores], \\\"not_found_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_found\\\"], \\\"needs_review_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"needs_review\\\"], \\\"rejected_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"rejected\\\"], \\\"store_limit_omitted_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_selected_due_to_store_limit\\\"]}]\",\"old_string\":\"    optimized_lists = [{\\\"variant\\\": \\\"max_3_stores\\\", \\\"store_count\\\": len(stores), \\\"stores\\\": [{\\\"retailer\\\": retailer, \\\"items\\\": rows} for retailer, rows in stores], \\\"not_found_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_found\\\"], \\\"needs_review_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"needs_review\\\"], \\\"store_limit_omitted_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_selected_due_to_store_limit\\\"]}]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
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      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -259,7 +259,7 @@\\n                 flags = json.loads(option[\\\"candidates\\\"][0].get(\\\"quality_flags_json\\\") or \\\"[]\\\")\\n         comparisons.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"migros_product\\\": item[\\\"raw_product_name\\\"], \\\"migros_price_text\\\": _fmt(item_price), \\\"best_alternative\\\": best[\\\"candidate_product_name\\\"] if best else None, \\\"retailer\\\": best[\\\"retailer\\\"] if best else None, \\\"alternative_price_text\\\": _fmt(best[\\\"candidate_price_text\\\"]) if best else None, \\\"unit_price_text\\\": best.get(\\\"candidate_unit_price_text\\\") if best else None, \\\"savings_text\\\": _fmt(savings), \\\"confidence\\\": best.get(\\\"match_confidence\\\") if best else \\\"0\\\", \\\"status\\\": status, \\\"quality_flags\\\": flags, \\\"source_url\\\": best.get(\\\"candidate_url\\\") if best else None})\\n     stores = sorted(by_store.items(), key=lambda kv: len(kv[1]), reverse=True)\\n-    optimized_lists = [{\\\"variant\\\": \\\"max_3_stores\\\", \\\"store_count\\\": len(stores), \\\"stores\\\": [{\\\"retailer\\\": retailer, \\\"items\\\": rows} for retailer, rows in stores], \\\"not_found_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_found\\\"], \\\"needs_review_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"needs_review\\\"], \\\"store_limit_omitted_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_selected_due_to_store_limit\\\"]}]\\n+    optimized_lists = [{\\\"variant\\\": \\\"max_3_stores\\\", \\\"store_count\\\": len(stores), \\\"stores\\\": [{\\\"retailer\\\": retailer, \\\"items\\\": rows} for retailer, rows in stores], \\\"not_found_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_found\\\"], \\\"needs_review_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"needs_review\\\"], \\\"rejected_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"rejected\\\"], \\\"store_limit_omitted_products\\\": [c[\\\"migros_product\\\"] for c in comparisons if c[\\\"status\\\"] == \\\"not_selected_due_to_store_limit\\\"]}]\\n     savings_total = max(Decimal(\\\"0.00\\\"), original - optimized)\\n     quality = \\\"review_required\\\" if uncertain or any(c[\\\"status\\\"] != \\\"suggested\\\" for c in comparisons) else \\\"ok\\\"\\n     run_id = new_id(\\\"grun\\\")\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    lines += [\\\"\\\", \\\"## Bekannte Mappings\\\"]\\n    mappings = conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE source_product_normalized_name IN (SELECT normalized_product_name FROM grocery_product_items WHERE receipt_id=?) ORDER BY status, target_retailer\\\", (run[\\\"receipt_id\\\"],)).fetchall()\\n    lines += [f\\\"- {m['source_product_raw_name'] or m['source_product_normalized_name']} → {m['target_retailer']} · {m['target_product_name']} · {m['target_product_url']} · Status {m['status']} · Preiszeitpunkt {m['last_price_checked_at'] or 'fehlt'}\\\" for m in mappings] or [\\\"- keine\\\"]\\n    lines += [\\\"\\\", \\\"## Quellen\\\", \\\"Alle Alternativen enthalten Quellen-URLs und Zeitstempel im lokalen Cache.\\\", \\\"\\\", \\\"## Disclaimer\\\", \\\"Preise können sich ändern. Produktgleichheit nicht garantiert. Verfügbarkeit nicht garantiert. Dies ist keine medizinische Empfehlung. Keine automatische Bestellung.\\\"]\",\"old_string\":\"    lines += [\\\"\\\", \\\"## Quellen\\\", \\\"Alle Alternativen enthalten Quellen-URLs und Zeitstempel im lokalen Cache.\\\", \\\"\\\", \\\"## Disclaimer\\\", \\\"Preise können sich ändern. Produktgleichheit nicht garantiert. Verfügbarkeit nicht garantiert. Dies ist keine medizinische Empfehlung. Keine automatische Bestellung.\\\"]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
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      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -296,6 +296,9 @@\\n     lines = [f\\\"# Migros Einkaufsoptimierung – {date}\\\", \\\"\\\", \\\"## Originalwarenkorb\\\", f\\\"- Artikel: {len(items)}\\\", f\\\"- Originaltotal: CHF {run['original_total_text']}\\\", \\\"\\\", \\\"## Optimierung\\\", f\\\"- Optimiertes Total: CHF {run['optimized_total_text']}\\\", f\\\"- Geschätzte Ersparnis: CHF {run['estimated_savings_text']}\\\", f\\\"- Qualität: {run['quality_status']}\\\", \\\"\\\", \\\"## Produkte ohne sichere Alternative\\\"]\\n     lines += [f\\\"- {p}\\\" for p in summary.get(\\\"optimized_lists\\\", [{}])[0].get(\\\"not_found_products\\\", [])] or [\\\"- keine\\\"]\\n     lines += [\\\"\\\", \\\"## Unsichere Matches\\\"] + ([f\\\"- {p}\\\" for p in summary.get(\\\"optimized_lists\\\", [{}])[0].get(\\\"needs_review_products\\\", [])] or [\\\"- keine\\\"])\\n+    lines += [\\\"\\\", \\\"## Bekannte Mappings\\\"]\\n+    mappings = conn.execute(\\\"SELECT * FROM grocery_product_mappings WHERE source_product_normalized_name IN (SELECT normalized_product_name FROM grocery_product_items WHERE receipt_id=?) ORDER BY status, target_retailer\\\", (run[\\\"receipt_id\\\"],)).fetchall()\\n+    lines += [f\\\"- {m['source_product_raw_name'] or m['source_product_normalized_name']} → {m['target_retailer']} · {m['target_product_name']} · {m['target_product_url']} · Status {m['status']} · Preiszeitpunkt {m['last_price_checked_at'] or 'fehlt'}\\\" for m in mappings] or [\\\"- keine\\\"]\\n     lines += [\\\"\\\", \\\"## Quellen\\\", \\\"Alle Alternativen enthalten Quellen-URLs und Zeitstempel im lokalen Cache.\\\", \\\"\\\", \\\"## Disclaimer\\\", \\\"Preise können sich ändern. Produktgleichheit nicht garantiert. Verfügbarkeit nicht garantiert. Dies ist keine medizinische Empfehlung. Keine automatische Bestellung.\\\"]\\n     path.write_text(\\\"\\\\n\\\".join(lines), encoding=\\\"utf-8\\\")\\n     conn.execute(\\\"UPDATE grocery_optimization_runs SET report_path=? WHERE run_id=?\\\", (str(path), run_id)); conn.commit()\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_oAsSjO1YIy1XAtpHhGE0mcsi"
    },
    {
      "role": "assistant",
      "content": "Need provider use known mapping and match_id in returns. Avoid rejected. Patch imports known_mappings? currently imports _items_for_receipt upsert. Need import known.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need provider use known mapping and match_id in returns. Avoid rejected. Patch imports known_mappings? currently imports _items_for_receipt upsert. Need import known."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5ee8133c8191b9beaaac35941f93",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_3lSPOzSdKvFEicMbTXG3cmq0",
          "call_id": "call_3lSPOzSdKvFEicMbTXG3cmq0",
          "response_item_id": "fc_08efd988e539badb016a0c5ee8d86081918955e9bc519b19fb",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from jarvis_finance.services.grocery_optimizer import _items_for_receipt, upsert_product_match, known_mappings_for_item\",\"old_string\":\"from jarvis_finance.services.grocery_optimizer import _items_for_receipt, upsert_product_match\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -13,7 +13,7 @@\\n from urllib.request import Request, urlopen\\n \\n from jarvis_finance.services.budget_common import new_id, row_to_dict\\n-from jarvis_finance.services.grocery_optimizer import _items_for_receipt, upsert_product_match\\n+from jarvis_finance.services.grocery_optimizer import _items_for_receipt, upsert_product_match, known_mappings_for_item\\n \\n SAFE_MATCH_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\"}\\n UNSAFE_FLAGS = {\\\"needs_review\\\", \\\"no_price\\\", \\\"no_unit_price\\\", \\\"different_pack_size\\\", \\\"different_quality\\\", \\\"organic_mismatch\\\"}\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_3lSPOzSdKvFEicMbTXG3cmq0"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_0ysiUI0HQZm1NyOoJEkATsBn",
          "call_id": "call_0ysiUI0HQZm1NyOoJEkATsBn",
          "response_item_id": "fc_08efd988e539badb016a0c5eef30208191bd16cc10e0fa6105",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def search_and_store_product_matches(conn: Connection, receipt_id: str, *, providers: list[GroceryProductProvider], included_product_item_ids: list[str] | None = None, max_products: int = 5, use_cache: bool = True, only_safe_matches: bool = True, prefer_known_mappings: bool = True) -> dict[str, Any]:\",\"old_string\":\"def search_and_store_product_matches(conn: Connection, receipt_id: str, *, providers: list[GroceryProductProvider], included_product_item_ids: list[str] | None = None, max_products: int = 5, use_cache: bool = True, only_safe_matches: bool = True) -> dict[str, Any]:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -296,7 +296,7 @@\\n     return {\\\"can_calculate_savings\\\": False, \\\"savings_text\\\": \\\"0.00\\\", \\\"basis\\\": \\\"none\\\", \\\"quality_flags\\\": flags}\\n \\n \\n-def search_and_store_product_matches(conn: Connection, receipt_id: str, *, providers: list[GroceryProductProvider], included_product_item_ids: list[str] | None = None, max_products: int = 5, use_cache: bool = True, only_safe_matches: bool = True) -> dict[str, Any]:\\n+def search_and_store_product_matches(conn: Connection, receipt_id: str, *, providers: list[GroceryProductProvider], included_product_item_ids: list[str] | None = None, max_products: int = 5, use_cache: bool = True, only_safe_matches: bool = True, prefer_known_mappings: bool = True) -> dict[str, Any]:\\n     items = _items_for_receipt(conn, receipt_id)\\n     if included_product_item_ids is not None:\\n         allowed = set(included_product_item_ids)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_0ysiUI0HQZm1NyOoJEkATsBn"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_2cBZw826M7eXeKcpfDjHtKux",
          "call_id": "call_2cBZw826M7eXeKcpfDjHtKux",
          "response_item_id": "fc_08efd988e539badb016a0c5ef6de048191addf93c09eb25160",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    known_mapping_hits = 0\\n    for item in items:\\n        query = item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\")\\n        if prefer_known_mappings:\\n            accepted = [m for m in known_mappings_for_item(conn, item, include_rejected=False) if m.get(\\\"status\\\") == \\\"accepted\\\"]\\n            if accepted:\\n                for m in accepted:\\n                    matches.append({\\\"mapping_id\\\": m[\\\"mapping_id\\\"], \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": m[\\\"target_retailer\\\"], \\\"product_name\\\": m[\\\"target_product_name\\\"], \\\"product_url\\\": m[\\\"target_product_url\\\"], \\\"price_text\\\": m.get(\\\"target_price_text\\\"), \\\"unit_price_text\\\": m.get(\\\"target_unit_price_text\\\"), \\\"source_fetched_at\\\": m.get(\\\"last_price_checked_at\\\"), \\\"fetched_at\\\": m.get(\\\"updated_at\\\"), \\\"quality_flags\\\": json.loads(m.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), \\\"confidence\\\": m.get(\\\"confidence\\\"), \\\"status\\\": \\\"suggested\\\" if m.get(\\\"target_price_text\\\") else \\\"needs_review\\\", \\\"source\\\": \\\"known_mapping\\\", \\\"cache_status\\\": m.get(\\\"cache_status\\\")})\\n                    known_mapping_hits += 1\\n                continue\\n            rejected = conn.execute(\\\"SELECT 1 FROM grocery_product_mappings WHERE source_product_normalized_name=? AND status='rejected' LIMIT 1\\\", (item.get(\\\"normalized_product_name\\\"),)).fetchone()\\n            if rejected:\\n                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": None, \\\"product_name\\\": item.get(\\\"raw_product_name\\\"), \\\"status\\\": \\\"rejected\\\", \\\"quality_flags\\\": [\\\"rejected\\\"], \\\"source\\\": \\\"known_mapping\\\"})\\n                known_mapping_hits += 1\\n                continue\\n        for provider in providers:\",\"old_string\":\"    for item in items:\\n        query = item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\")\\n        for provider in providers:\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -305,8 +305,21 @@\\n     matches: list[dict[str, Any]] = []\\n     provider_calls = 0\\n     cache_hits = 0\\n+    known_mapping_hits = 0\\n     for item in items:\\n         query = item.get(\\\"normalized_product_name\\\") or item.get(\\\"raw_product_name\\\")\\n+        if prefer_known_mappings:\\n+            accepted = [m for m in known_mappings_for_item(conn, item, include_rejected=False) if m.get(\\\"status\\\") == \\\"accepted\\\"]\\n+            if accepted:\\n+                for m in accepted:\\n+                    matches.append({\\\"mapping_id\\\": m[\\\"mapping_id\\\"], \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": m[\\\"target_retailer\\\"], \\\"product_name\\\": m[\\\"target_product_name\\\"], \\\"product_url\\\": m[\\\"target_product_url\\\"], \\\"price_text\\\": m.get(\\\"target_price_text\\\"), \\\"unit_price_text\\\": m.get(\\\"target_unit_price_text\\\"), \\\"source_fetched_at\\\": m.get(\\\"last_price_checked_at\\\"), \\\"fetched_at\\\": m.get(\\\"updated_at\\\"), \\\"quality_flags\\\": json.loads(m.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), \\\"confidence\\\": m.get(\\\"confidence\\\"), \\\"status\\\": \\\"suggested\\\" if m.get(\\\"target_price_text\\\") else \\\"needs_review\\\", \\\"source\\\": \\\"known_mapping\\\", \\\"cache_status\\\": m.get(\\\"cache_status\\\")})\\n+                    known_mapping_hits += 1\\n+                continue\\n+            rejected = conn.execute(\\\"SELECT 1 FROM grocery_product_mappings WHERE source_product_normalized_name=? AND status='rejected' LIMIT 1\\\", (item.get(\\\"normalized_product_name\\\"),)).fetchone()\\n+            if rejected:\\n+                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": None, \\\"product_name\\\": item.get(\\\"raw_product_name\\\"), \\\"status\\\": \\\"rejected\\\", \\\"quality_flags\\\": [\\\"rejected\\\"], \\\"source\\\": \\\"known_mapping\\\"})\\n+                known_mapping_hits += 1\\n+                continue\\n         for provider in providers:\\n             before = provider.request_count\\n             results = provider.search_products(conn, query, use_cache=use_cache, max_results=3)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_2cBZw826M7eXeKcpfDjHtKux"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_2h6Up6a989yGAdi6YwGQGLhB",
          "call_id": "call_2h6Up6a989yGAdi6YwGQGLhB",
          "response_item_id": "fc_08efd988e539badb016a0c5f0907fc8191a7b343a3f8775e08",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n                    continue\\n                stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n                matches.append({\\\"match_id\\\": stored.get(\\\"match_id\\\"), \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n    return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"known_mapping_hits\\\": known_mapping_hits, \\\"matches\\\": matches}\",\"old_string\":\"                    matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n                    continue\\n                stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n    return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"matches\\\": matches}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\\n@@ -337,5 +337,5 @@\\n                     matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result.get(\\\"retailer\\\"), \\\"product_name\\\": result.get(\\\"product_name\\\"), \\\"product_url\\\": result.get(\\\"product_url\\\"), \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n                     continue\\n                 stored = upsert_product_match(conn, item[\\\"product_item_id\\\"], retailer=result[\\\"retailer\\\"], candidate_product_name=result[\\\"product_name\\\"], candidate_url=result[\\\"product_url\\\"], candidate_price_text=result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\") or \\\"0\\\", candidate_unit_price_text=result.get(\\\"unit_price_text\\\"), quality_flags=comparison[\\\"quality_flags\\\"], match_confidence=result.get(\\\"confidence\\\") or \\\"0.60\\\", status=status, source=result.get(\\\"source\\\") or \\\"web_fetch\\\", candidate_brand=result.get(\\\"brand\\\"), candidate_package_size=result.get(\\\"package_size\\\"), candidate_unit=result.get(\\\"unit\\\"))\\n-                matches.append({\\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n-    return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"matches\\\": matches}\\n+                matches.append({\\\"match_id\\\": stored.get(\\\"match_id\\\"), \\\"product_item_id\\\": item[\\\"product_item_id\\\"], \\\"retailer\\\": result[\\\"retailer\\\"], \\\"product_name\\\": result[\\\"product_name\\\"], \\\"product_url\\\": result[\\\"product_url\\\"], \\\"price_text\\\": result.get(\\\"price_decimal_text\\\") or result.get(\\\"price_text\\\"), \\\"unit_price_text\\\": result.get(\\\"unit_price_text\\\"), \\\"source_fetched_at\\\": result.get(\\\"fetched_at\\\"), \\\"fetched_at\\\": stored.get(\\\"fetched_at\\\"), \\\"quality_flags\\\": comparison[\\\"quality_flags\\\"], \\\"confidence\\\": result.get(\\\"confidence\\\"), \\\"status\\\": status, \\\"source\\\": result.get(\\\"source\\\")})\\n+    return {\\\"receipt_id\\\": receipt_id, \\\"provider_calls\\\": provider_calls, \\\"cache_hits\\\": cache_hits, \\\"known_mapping_hits\\\": known_mapping_hits, \\\"matches\\\": matches}\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_price_providers.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_2h6Up6a989yGAdi6YwGQGLhB"
    },
    {
      "role": "assistant",
      "content": "Need API imports/endpoints.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Need API imports/endpoints."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5f22ed0481918ed6ed13c8f69e74",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_U71BUV9K3cHmtfBU0qGeOuE3",
          "call_id": "call_U71BUV9K3cHmtfBU0qGeOuE3",
          "response_item_id": "fc_08efd988e539badb016a0c5f2358588191acbc8f8df859b2d5",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from jarvis_finance.services.grocery_optimizer import (\\n    accept_grocery_product_match,\\n    add_demo_migros_receipt,\\n    create_manual_grocery_mapping,\\n    generate_grocery_optimization_report,\\n    get_grocery_optimizer_dashboard,\\n    refresh_grocery_mapping_price,\\n    reject_grocery_product_match,\\n    run_grocery_optimization,\\n    upsert_product_match,\\n)\",\"old_string\":\"from jarvis_finance.services.grocery_optimizer import (\\n    add_demo_migros_receipt,\\n    generate_grocery_optimization_report,\\n    get_grocery_optimizer_dashboard,\\n    run_grocery_optimization,\\n    upsert_product_match,\\n)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -100,9 +100,13 @@\\n     scan_google_drive_budget_folder,\\n )\\n from jarvis_finance.services.grocery_optimizer import (\\n+    accept_grocery_product_match,\\n     add_demo_migros_receipt,\\n+    create_manual_grocery_mapping,\\n     generate_grocery_optimization_report,\\n     get_grocery_optimizer_dashboard,\\n+    refresh_grocery_mapping_price,\\n+    reject_grocery_product_match,\\n     run_grocery_optimization,\\n     upsert_product_match,\\n )\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
      "tool_call_id": "call_U71BUV9K3cHmtfBU0qGeOuE3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_llIH5YCxylcHFlOBvebegD5k",
          "call_id": "call_llIH5YCxylcHFlOBvebegD5k",
          "response_item_id": "fc_08efd988e539badb016a0c5f2be29c819191c5625567a2250e",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/grocery-optimizer/matches/{match_id}/accept\\\")\\ndef grocery_optimizer_accept_match(match_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n    payload = payload or {}\\n    return accept_grocery_product_match(conn, match_id, user_note=payload.get(\\\"user_note\\\"), save_as_preferred=bool(payload.get(\\\"save_as_preferred\\\", True)))\\n\\n\\n@router.post(\\\"/grocery-optimizer/matches/{match_id}/reject\\\")\\ndef grocery_optimizer_reject_match(match_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n    return reject_grocery_product_match(conn, match_id, user_note=(payload or {}).get(\\\"user_note\\\"))\\n\\n\\n@router.post(\\\"/grocery-optimizer/manual-mapping\\\")\\ndef grocery_optimizer_manual_mapping(payload: dict, conn: Connection = Depends(get_db)):\\n    return create_manual_grocery_mapping(conn, product_item_id=payload[\\\"product_item_id\\\"], target_retailer=payload[\\\"target_retailer\\\"], target_product_name=payload[\\\"target_product_name\\\"], target_product_url=payload[\\\"target_product_url\\\"], target_brand=payload.get(\\\"target_brand\\\"), target_package_size=payload.get(\\\"target_package_size\\\"), target_unit=payload.get(\\\"target_unit\\\"), match_type=payload.get(\\\"match_type\\\") or \\\"manual_match\\\", candidate_price_text=payload.get(\\\"candidate_price_text\\\"), candidate_unit_price_text=payload.get(\\\"candidate_unit_price_text\\\"), user_note=payload.get(\\\"user_note\\\"))\\n\\n\\n@router.post(\\\"/grocery-optimizer/mappings/{mapping_id}/refresh-price\\\")\\ndef grocery_optimizer_refresh_mapping_price(mapping_id: str, conn: Connection = Depends(get_db)):\\n    return refresh_grocery_mapping_price(conn, mapping_id)\\n\\n\\n@router.post(\\\"/grocery-optimizer/optimize\\\")\",\"old_string\":\"@router.post(\\\"/grocery-optimizer/optimize\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -168,6 +168,27 @@\\n     return upsert_product_match(conn, payload[\\\"product_item_id\\\"], retailer=payload[\\\"retailer\\\"], candidate_product_name=payload[\\\"candidate_product_name\\\"], candidate_url=payload.get(\\\"candidate_url\\\") or \\\"https://example.invalid/review\\\", candidate_price_text=payload[\\\"candidate_price_text\\\"], candidate_unit_price_text=payload.get(\\\"candidate_unit_price_text\\\"), quality_flags=payload.get(\\\"quality_flags\\\") or [\\\"needs_review\\\"], match_confidence=payload.get(\\\"match_confidence\\\") or \\\"0.60\\\", status=payload.get(\\\"status\\\") or \\\"suggested\\\", source=payload.get(\\\"source\\\") or \\\"manual\\\")\\n \\n \\n+@router.post(\\\"/grocery-optimizer/matches/{match_id}/accept\\\")\\n+def grocery_optimizer_accept_match(match_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n+    payload = payload or {}\\n+    return accept_grocery_product_match(conn, match_id, user_note=payload.get(\\\"user_note\\\"), save_as_preferred=bool(payload.get(\\\"save_as_preferred\\\", True)))\\n+\\n+\\n+@router.post(\\\"/grocery-optimizer/matches/{match_id}/reject\\\")\\n+def grocery_optimizer_reject_match(match_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n+    return reject_grocery_product_match(conn, match_id, user_note=(payload or {}).get(\\\"user_note\\\"))\\n+\\n+\\n+@router.post(\\\"/grocery-optimizer/manual-mapping\\\")\\n+def grocery_optimizer_manual_mapping(payload: dict, conn: Connection = Depends(get_db)):\\n+    return create_manual_grocery_mapping(conn, product_item_id=payload[\\\"product_item_id\\\"], target_retailer=payload[\\\"target_retailer\\\"], target_product_name=payload[\\\"target_product_name\\\"], target_product_url=payload[\\\"target_product_url\\\"], target_brand=payload.get(\\\"target_brand\\\"), target_package_size=payload.get(\\\"target_package_size\\\"), target_unit=payload.get(\\\"target_unit\\\"), match_type=payload.get(\\\"match_type\\\") or \\\"manual_match\\\", candidate_price_text=payload.get(\\\"candidate_price_text\\\"), candidate_unit_price_text=payload.get(\\\"candidate_unit_price_text\\\"), user_note=payload.get(\\\"user_note\\\"))\\n+\\n+\\n+@router.post(\\\"/grocery-optimizer/mappings/{mapping_id}/refresh-price\\\")\\n+def grocery_optimizer_refresh_mapping_price(mapping_id: str, conn: Connection = Depends(get_db)):\\n+    return refresh_grocery_mapping_price(conn, mapping_id)\\n+\\n+\\n @router.post(\\\"/grocery-optimizer/optimize\\\")\\n def grocery_optimizer_run(payload: dict, conn: Connection = Depends(get_db)):\\n     return run_grocery_optimization(conn, payload[\\\"receipt_id\\\"], selected_retailers=payload.get(\\\"selected_retailers\\\") or [\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\"], max_store_count=int(payload.get(\\\"max_store_count\\\") or 3), included_product_item_ids=payload.get(\\\"included_product_item_ids\\\"))\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_llIH5YCxylcHFlOBvebegD5k"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_WevD30vs3VKdKiWHqeUIEjAQ",
          "call_id": "call_WevD30vs3VKdKiWHqeUIEjAQ",
          "response_item_id": "fc_08efd988e539badb016a0c5f3b021881919dc88416e106630b",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        only_safe_matches=bool(payload.get(\\\"only_safe_matches\\\", True)),\\n        prefer_known_mappings=bool(payload.get(\\\"prefer_known_mappings\\\", True)),\",\"old_string\":\"        only_safe_matches=bool(payload.get(\\\"only_safe_matches\\\", True)),\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -206,6 +206,7 @@\\n         max_products=int(payload.get(\\\"max_products\\\") or 5),\\n         use_cache=bool(payload.get(\\\"use_cache\\\", True)),\\n         only_safe_matches=bool(payload.get(\\\"only_safe_matches\\\", True)),\\n+        prefer_known_mappings=bool(payload.get(\\\"prefer_known_mappings\\\", True)),\\n     )\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_WevD30vs3VKdKiWHqeUIEjAQ"
    },
    {
      "role": "assistant",
      "content": "Run backend tests.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Run backend tests."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5f4153d881918c6938d36441244a",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_yKM5RzE2u5gz53QNC6OyZ3wP",
          "call_id": "call_yKM5RzE2u5gz53QNC6OyZ3wP",
          "response_item_id": "fc_08efd988e539badb016a0c5f419dc08191ac8e90b728b24511",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src pytest tests/unit/test_grocery_matching_learning_v2.py -q\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"..F..                                                                    [100%]\\n=================================== FAILURES ===================================\\n_____ test_manual_mapping_can_be_saved_and_used_with_optional_source_price _____\\n\\n    def test_manual_mapping_can_be_saved_and_used_with_optional_source_price() -> None:\\n        conn = db()\\n        receipt = seed_receipt(conn)\\n        mapping = create_manual_grocery_mapping(conn, product_item_id=receipt['items'][0]['product_item_id'], target_retailer='Denner', target_product_name='Denner Milch 1L', target_product_url='https://www.denner.ch/milch', target_brand='Denner', target_package_size='1L', target_unit='l', match_type='manual_match', candidate_price_text='1.10', candidate_unit_price_text='1.10/l', user_note='manuell geprüft')\\n        assert mapping['status'] == 'accepted'\\n        assert mapping['match_type'] == 'manual_match'\\n        run = run_grocery_optimization(conn, 'r1', selected_retailers=['Denner'], included_product_item_ids=[receipt['items'][0]['product_item_id']])\\n>       assert run['optimized_total_text'] == '1.10'\\nE       AssertionError: assert '1.50' == '1.10'\\nE         \\nE         - 1.10\\nE         ?   ^\\nE         + 1.50\\nE         ?   ^\\n\\ntests/unit/test_grocery_matching_learning_v2.py:75: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_grocery_matching_learning_v2.py::test_manual_mapping_can_be_saved_and_used_with_optional_source_price\\n1 failed, 4 passed in 0.51s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
      "tool_call_id": "call_yKM5RzE2u5gz53QNC6OyZ3wP"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Reassessing safety flags**\n\nI’m looking into the SAFE_FLAGS and noticing that it doesn’t include manual_match. This raises a concern because it seems like adding manual_match is necessary for safety. I should propose that adjustment to ensure everything is properly accounted for. It's important for me to keep these kinds of technical details aligned with safety standards, so addressing this gap is a priority. I’ll need to make those changes soon!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Reassessing safety flags**\n\nI’m looking into the SAFE_FLAGS and noticing that it doesn’t include manual_match. This raises a concern because it seems like adding manual_match is necessary for safety. I should propose that adjustment to ensure everything is properly accounted for. It's important for me to keep these kinds of technical details aligned with safety standards, so addressing this gap is a priority. I’ll need to make those changes soon!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDF9NOGGC1zqsiA7cGJTxQ8N59lc9Mtapkt2yr66ZawGd42V08sWjSeb2ESGb3ZStS7bTK37P6HYjaYYnOjUWmJ2DYgbrNUHm_wRXlCGFME0nnnlGFpb53u6-RKv1wrrn13IYABT-KYo0Hab17sZmTtAPl5pl8xTBR5DaiuKjXDExbxUG9XxyouQHLiufTVAF9SAKeTgoUo5ajHt4Fe2KHgqUiqboQuoCwcjrz9Wq6zTnWn6WH1-44WqtZpJ6Tt3vV93IA19r_0-EsEDxBurDJKf9vapcP4vpbMc0wnXwvjEzJC38v5Nvh8yqxMZZd_Uh-GBKkVx1VYiM-wXjuGSSpQs3PnklXTcOtZL4xyIXLC52w8UXVUwQZm_QUC5FoGnxF8A5-3VENq9WrRgOHkhaQ7Pj_N8frdzHbiTX3lyooed1xzFtGNP_v_L6ZTF5NqDOV16GshafsZlhnGFdHfkKveo-5UbSWQDT3DbDekCYdn0oMMqgPzsCw_71E9iZQLfD2AHsB7rDaU6azajaEYsISJWpp-lFRuAL-kB4qSd9nmOMIXTt5sF5Y7cqU8qE2h2RLjAkYaRRiDu0vdJl6idvEMo-0jiOiDMcH5-6rH5xP-AiMKiNGIPfW0kbo3KtISxqUeo6nk4kBkszfVI-rf06-clyruRRg0y9DPpCHlunye3I-0gu7uJy1BhWDPCL1ReRWYWlMNK8ixyLVwGiaK5sW9EBZagO6ePJumX0G4exa8xIgy8m--9_dBCqlS1m-yqMdYYHYRpQLhE2ekV9GLo_skZW6F1hrJXXx1uvOPvstnPGDb6ZEdpGpGRtBA-DdYojU6N_y48HOrwlumwzhO_XEmD2N7sLKlgP3-Xb4oHU2v9q578lh3ghD_I9Om1ZawPQDthoMax3CKryXOKHt2INZu2EgZrP7QWyh18eruc-24D82nO-ez3crLTBOib5lMRbsl93UqdWh7iGFtXt-KGFYI9pMpCy4TfGzgcx8XfQzfaZn9HZlppJpn1Mje6N51YxT5N-",
          "id": "rs_08efd988e539badb016a0c5f4ad6b48191bf4778ada42260db",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Reassessing safety flags**\n\nI’m looking into the SAFE_FLAGS and noticing that it doesn’t include manual_match. This raises a concern because it seems like adding manual_match is necessary for safety. I should propose that adjustment to ensure everything is properly accounted for. It's important for me to keep these kinds of technical details aligned with safety standards, so addressing this gap is a priority. I’ll need to make those changes soon!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_k7geG9pXH5fwDrTJc6wRXbbv",
          "call_id": "call_k7geG9pXH5fwDrTJc6wRXbbv",
          "response_item_id": "fc_08efd988e539badb016a0c5f4ddb608191979588bc66da72a8",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\",\"old_string\":\"SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\"}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -14,7 +14,7 @@\\n from jarvis_finance.services.budget_common import new_id, row_to_dict\\n \\n SAFE_RETAILERS = {\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\", \\\"Migros\\\"}\\n-SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\"}\\n+SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\\n UNCERTAIN_FLAGS = {\\\"different_pack_size\\\", \\\"needs_review\\\", \\\"bio_vs_non_bio\\\", \\\"brand_vs_private_label\\\"}\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_k7geG9pXH5fwDrTJc6wRXbbv"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_KIbLNUV09rKkwNhZwxcy6Ost",
          "call_id": "call_KIbLNUV09rKkwNhZwxcy6Ost",
          "response_item_id": "fc_08efd988e539badb016a0c5f543fb0819187e75ca89ac808dd",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_grocery_matching_learning_v2.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \".....                                                                    [100%]\\n5 passed in 0.50s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_KIbLNUV09rKkwNhZwxcy6Ost"
    },
    {
      "role": "assistant",
      "content": "Backend-v2-Tests sind grün. Ich ergänze jetzt API-Client und UI-Review/Manual-Mapping-Controls, dann lasse ich die Frontend-RED/GREEN-Tests laufen.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backend-v2-Tests sind grün. Ich ergänze jetzt API-Client und UI-Review/Manual-Mapping-Controls, dann lasse ich die Frontend-RED/GREEN-Tests laufen."
            }
          ],
          "id": "msg_08efd988e539badb016a0c5f59930c81919d4a6e7b708fc546",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_aBQiUjOekr8A9wfCumHSsGDa",
          "call_id": "call_aBQiUjOekr8A9wfCumHSsGDa",
          "response_item_id": "fc_08efd988e539badb016a0c5f5a8f108191ad2b2a0abc09d8c4",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":160,\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|import { apiGet, apiPost } from './client'\\n     2|\\n     3|export type BudgetAccount = { budget_account_id: string; name: string; account_type: string; currency: string; is_active: boolean; linked_account_id?: string | null; archived_at?: string | null; notes?: string | null }\\n     4|export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; sort_order?: number; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; merchant_count?: number; rule_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; category_icon?: string | null; category_color?: string | null; transaction_date: string; transaction_date_group?: string; transaction_type: string; description: string; payee?: string | null; merchant_display_name?: string | null; amount_original: string; currency_original: string; amount_chf?: string | null; fx_status?: string; source_type?: string; source_candidate_id?: string | null; status: string; tag_names?: string[]; line_item_count?: number; article_rows_detail_only?: boolean }\\n     7|export type BudgetTransfer = { transfer_id: string; transaction_date: string; from_account_id: string; to_account_id: string; from_account_name: string; to_account_name: string; description: string; amount_original: string; currency_original: string; transfer_type: string; status: string; notes?: string | null }\\n     8|export type BudgetMonthlyAnalysis = { month: string; month_label: string; actual_chf: string; budget_chf: string; difference_chf: string; status: string; bar_color: 'green' | 'yellow' | 'red' | 'slate' | string }\\n     9|export type BudgetMonthDetail = { category_id: string; category: string; category_type: string; month: string; budget_month: string; actual_chf: string; difference_chf: string; difference_percent: string; status: string; bar_color: string; breakdown_mode: string; breakdown: Array<{ label: string; amount_chf: string; share_percent: string }>; transactions: BudgetTransaction[]; expense_filter_url: string }\\n    10|export type BudgetPlanningRow = { category_id: string; category: string; category_type: string; budget_month_chf?: string | null; budget_year_chf?: string | null; budget_cadence?: string | null; has_budget: boolean; actual_current_month_chf: string; actual_months_2026: Record<string, string>; actual_year_to_date_chf: string; actual_avg_month_chf: string; linear_forecast_chf: string; budget_adjusted_forecast_chf: string; forecast_year_chf: string; previous_year_months: Record<string, string>; previous_year_total_chf: string; previous_year_monthly_average_chf: string; has_previous_year: boolean; actual_vs_budget_chf: string; forecast_vs_budget_chf: string; current_month_vs_budget_chf: string; current_month_vs_previous_year_chf: string; ytd_vs_previous_year_chf: string; forecast_vs_previous_year_chf: string; status: string; status_color: string; plausibility_checks?: Array<{ severity: string; code: string; message: string }>; data_explorer_url: string; effective_expenses_url: string; monthly_detail_url: string; monthly_chart: Array<{ month: string; actual_2026_chf: string; budget_chf: string; actual_2025_chf: string; deviation_chf: string }> }\\n    11|export type BudgetPlanningMatrix = { purpose: 'budget_planning_forecast_v1'; year: string; previous_year: string; current_month: string; forecast_method: string; forecast_method_help?: Record<string, string>; rows: BudgetPlanningRow[]; categories_without_budget: string[]; categories_without_previous_year: string[]; categories_with_actuals_without_budget: string[]; categories_with_budget_without_actuals: string[]; categories_with_previous_year_without_budget?: string[] }\\n    12|export type BudgetPlanningAudit = { category_id: string; category?: string; entries: Array<{ timestamp: string; action_label: string; source: string; note?: string; created_by: string; changes: Array<{ field_label: string; old_value: string; new_value: string }>; technical?: { audit_id: string } }> }\\n    13|export type BudgetRecurringPayment = { recurring_id: string; name: string; category_id: string; category_name?: string | null; account_id?: string | null; merchant_id?: string | null; expected_amount_text: string; expected_amount_chf?: string; currency: string; frequency: string; expected_day_of_month?: number | null; expected_month?: number | null; amount_tolerance_pct: string; date_tolerance_days: number; recurring_type: string; status: string; source: string; confidence?: string; last_seen_date?: string | null; next_expected_date?: string | null; notes?: string | null; budget_month_chf?: string; budget_year_chf?: string }\\n    14|export type BudgetRecurringDashboard = { purpose: 'fixed_costs_subscriptions_v1'; candidates: BudgetRecurringPayment[]; active: BudgetRecurringPayment[]; warnings: Array<Record<string, string>>; category_breakdown: Array<Record<string, string | number>>; analytics: Record<string, unknown> }\\n    15|export type BudgetImportSession = { import_session_id: string; source?: string; file_name?: string; profile?: string; rows_total: number; new_candidates: number; already_known: number; duplicate_count: number; ignored_count: number; covered_by_source_count: number; error_count: number; status: string; review_url?: string; created_at: string }\\n    16|export type BudgetMonthlyImportDashboard = { purpose: 'budget_monthly_import_dashboard_v1'; latest_import_by_source: Record<string, BudgetImportSession>; open_candidates_by_source: Record<string, number>; counts: Record<string, number>; rule_suggestions_open: number; review_url: string }\\n    17|export type BudgetMonthlyImportResult = { purpose: string; status: string; files_total: number; session_ids: string[]; files: Array<Record<string, unknown>>; totals: Record<string, number>; review_url: string }\\n    18|export type BudgetRuleSuggestion = { suggestion_id: string; merchant_pattern: string; match_type: string; source_scope: string; category_id?: string | null; category_name?: string | null; recurring_type?: string | null; confidence: string; affected_open_candidate_count: number; status: string; created_at: string }\\n    19|export type GroceryProductItem = { product_item_id: string; receipt_id: string; purchase_date: string; store_name: string; raw_product_name: string; normalized_product_name: string; quantity_text?: string; unit?: string; unit_price_text?: string; total_price_text: string; action_label?: string; include_in_analysis: number; health_analysis_status: string }\\n    20|export type GroceryReceipt = { receipt_id: string; purchase_date: string; store_name: string; article_count: number; total_text: string; items: GroceryProductItem[] }\\n    21|export type GroceryDashboard = { purpose: 'migros_product_savings_grocery_optimizer_v1'; receipts: GroceryReceipt[]; supported_retailers: string[]; health_analysis_status: string; disclaimer: string }\\n    22|export type GroceryRun = { run_id: string; receipt_id: string; original_total_text: string; optimized_total_text: string; quality_status: string; summary: Record<string, any>; optimized_lists: Array<Record<string, any>>; product_comparisons: Array<Record<string, any>>; health_analysis_status: string }\\n    23|export type GroceryOnlinePriceMatch = { product_item_id: string; retailer: string; product_name: string; product_url: string; price_text?: string; unit_price_text?: string; fetched_at?: string; quality_flags?: string[]; confidence?: string; status: string; source?: string }\\n    24|export type GroceryOnlinePriceSearch = { receipt_id: string; provider_calls: number; cache_hits: number; matches: GroceryOnlinePriceMatch[] }\\n    25|export type BudgetPreview = { preview_id: string; summary: string; fx_status?: string; warnings: string[]; payload: Record<string, unknown>; review?: Record<string, string>; requires_explicit_confirm?: boolean }\\n    26|export type BudgetConfirm = { status: string; entity_id: string; audit_id: string; message: string }\\n    27|export type BudgetSeedCandidate = {\\n    28|  seed_candidate_id: string\\n    29|  source_file_label?: string\\n    30|  source_sheet: string\\n    31|  source_row_or_range?: string | null\\n    32|  candidate_type: 'category' | 'budget_plan' | 'recurring_candidate' | 'unclean_range'\\n    33|  source_label?: string | null\\n    34|  proposed_category_id?: string | null\\n    35|  proposed_parent_label?: string | null\\n    36|  proposed_name?: string | null\\n    37|  proposed_period_type?: string | null\\n    38|  proposed_amount_text?: string | null\\n    39|  currency?: string | null\\n    40|  confidence: string\\n    41|  requires_review: boolean\\n    42|  status: string\\n    43|  notes?: string | null\\n    44|}\\n    45|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    46|export type BudgetStatusRow = { purpose?: string; category_id: string; category: string; category_type: string; budget_month?: string | null; budget_year?: string | null; has_budget?: boolean; actual_current_month?: string; actual_year_to_date: string; monthly_actuals?: Record<string, string>; monthly_analysis?: BudgetMonthlyAnalysis[]; actual_avg_month: string; forecast_year: string; linear_forecast?: string; forecast_avg_month: string; deviation_year: string; deviation_month: string; actual_2025_year?: string; previous_year_total?: string; previous_year_months?: Record<string, string>; deviation_previous_year?: string; has_previous_year?: boolean; data_explorer_url?: string; effective_expenses_url?: string; monthly_chart?: Array<Record<string, string>>; status: string; status_hint?: string; months_with_bookings: number; plan_names?: string[]; is_rollup?: boolean; rollup_child_count?: number }\\n    47|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; linked_candidate_id?: string | null }\\n    48|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    49|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; priority?: number; confidence?: string | null; notes?: string | null }\\n    50|export type BudgetMerchant = { merchant_id: string; display_name: string; normalized_name: string; default_category_id?: string | null; default_category_name?: string | null; is_active: boolean; notes?: string | null; alias_count?: number; open_candidate_count?: number }\\n    51|export type BudgetCharts = { year: string; empty_state: boolean; cashflow_by_month: Array<{ year: string; month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string }>; budget_vs_actual_by_category: Array<{ year: string; category_id: string; category: string; category_type: string; budget_year?: string | null; actual_year_to_date: string; forecast_year: string; status: string }>; forecast_overruns: Array<Record<string, string>> }\\n    52|export type CategoryAnalysis = { year: string; month?: string | null; mode: 'income' | 'expense'; total_chf: string; categories: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; transaction_count: number; color?: string | null; icon?: string | null; transactions_url: string }> }\\n    53|export type MonthlyComparison = { year: string; months: Array<{ month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; savings_rate_percent?: string; cumulative_income_chf?: string; cumulative_expense_chf?: string; transaction_count: number; top_categories: Array<{ category: string; amount_chf: string }>; top_merchants: Array<{ merchant: string; amount_chf: string }>; largest_transactions?: Array<Record<string, string>>; transactions_url: string }> }\\n    54|export type BudgetDataExplorer = { purpose: 'budget_data_explorer'; filters: Record<string, string>; kpis: { income_sum_chf: string; expense_sum_chf: string; net_cashflow_chf: string; transaction_count: number; average_transaction_chf: string; largest_transaction_chf: string; largest_transaction_id?: string | null; top_category: string; top_merchant: string }; transactions: BudgetTransaction[]; top_merchants: Array<{ merchant: string; transaction_count: number; sum_chf: string; average_chf: string; last_transaction_date?: string | null; top_category: string; change_vs_previous_month_chf: string }>; fixed_variable: Record<string, string>; export: { enabled: boolean; target: string; message: string } }\\n    55|export type IncomePlan = { plan_item_id: string; name: string; person_source: string; employer_source?: string; income_type: string; target_month?: string; cadence: string; sort_order?: number; monthly_value_chf: string; annual_value_chf: string; monthly_average_chf?: string; actual_income_year_to_date_chf?: string; forecast_income_year_chf?: string; deviation_year_chf?: string; status_label?: string; category_id: string; category_name: string; is_active: boolean; is_template?: boolean; notes?: string | null }\\n    56|export type IncomeSeedCandidate = { seed_candidate_id: string; candidate_type: string; proposed_name?: string | null; proposed_parent_label?: string | null; confidence: string; requires_review: boolean; status: string; source_sheet?: string; source_row_or_range?: string | null }\\n    57|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    58|export type BudgetDashboardCockpit = { purpose: 'monthly_cockpit'; month: string; year: string; chart_library: string; kpis: { income_current_month_chf: string; expense_current_month_chf: string; net_cashflow_current_month_chf: string; budget_consumption_percent: string; savings_rate_percent: string; open_review_transactions: number }; monthly_cashflow: { income_chf: string; expense_chf: string; net_cashflow_chf: string }; top_expense_categories: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; transaction_count: number; color?: string | null; icon?: string | null }>; critical_categories: BudgetStatusRow[]; recent_confirmed_expenses: BudgetTransaction[]; open_todos: { review_candidates: number; categories_without_budget: number; unconfirmed_transactions: number } }\\n    59|export type BudgetVsActualAnalysis = { purpose: 'plan_vs_reality_analysis'; year: string; chart_library: string; empty_state: boolean; budget_vs_actual_by_category: BudgetStatusRow[]; top_overruns: Array<Record<string, string>>; top_under_budget: Array<Record<string, string>>; cashflow_by_month: Array<{ month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string }>; category_donut: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; color?: string | null }>; trend_by_month: Array<{ month: string; cumulative_income_chf: string; cumulative_expense_chf: string; cumulative_net_chf: string }> }\\n    60|\\n    61|export const getBudgetDashboardCockpit = (month = '2026-05') => apiGet<BudgetDashboardCockpit>(`/api/budget/dashboard/cockpit?month=${month}`)\\n    62|export const getBudgetPlanningMatrix = (year = '2026', currentMonth = '') => apiGet<BudgetPlanningMatrix>(`/api/budget/planning/matrix?year=${year}${currentMonth ? `&current_month=${encodeURIComponent(currentMonth)}` : ''}`)\\n    63|export const getBudgetPlanningAudit = (categoryId: string) => apiGet<BudgetPlanningAudit>(`/api/budget/planning/categories/${encodeURIComponent(categoryId)}/audit`)\\n    64|export const previewBudgetPlanningCategory = (categoryId: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/planning/categories/${encodeURIComponent(categoryId)}/preview`, body)\\n    65|export const confirmBudgetPlanningCategory = (categoryId: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/planning/categories/${encodeURIComponent(categoryId)}/confirm`, body)\\n    66|export const previewBudgetPlanningBatch = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/planning/batch/preview', body)\\n    67|export const confirmBudgetPlanningBatch = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/planning/batch/confirm', body)\\n    68|export const previewBudgetPlanningExcelTemplate = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/planning/excel-template/preview', body)\\n    69|export const getBudgetRecurringDashboard = () => apiGet<BudgetRecurringDashboard>('/api/budget/recurring')\\n    70|export const getBudgetMonthlyImportDashboard = () => apiGet<BudgetMonthlyImportDashboard>('/api/budget/monthly-import/dashboard')\\n    71|export const getGroceryOptimizerDashboard = () => apiGet<GroceryDashboard>('/api/budget/grocery-optimizer/dashboard')\\n    72|export const createGroceryDemoReceipt = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/demo-receipt', body)\\n    73|export const addGroceryProductMatch = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/matches', body)\\n    74|export const searchGroceryOnlinePrices = (body: unknown) => apiPost<GroceryOnlinePriceSearch>('/api/budget/grocery-optimizer/search-prices', body)\\n    75|export const runGroceryOptimization = (body: unknown) => apiPost<GroceryRun>('/api/budget/grocery-optimizer/optimize', body)\\n    76|export const generateGroceryOptimizationReport = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/report', body)\\n    77|export const getBudgetImportHistory = () => apiGet<BudgetImportSession[]>('/api/budget/monthly-import/history')\\n    78|export const scanBudgetMonthlyImportDrive = (body: unknown = {}) => apiPost<Record<string, unknown>>('/api/budget/monthly-import/drive-scan', body)\\n    79|export const dryRunBudgetMonthlyImport = (body: unknown) => apiPost<BudgetMonthlyImportResult>('/api/budget/monthly-import/dry-run', body)\\n    80|export const confirmBudgetMonthlyImportCandidates = (body: unknown) => apiPost<BudgetMonthlyImportResult>('/api/budget/monthly-import/confirm-candidates', body)\\n    81|export const getBudgetRuleSuggestions = () => apiGet<BudgetRuleSuggestion[]>('/api/budget/rules/suggestions')\\n    82|export const applyBudgetRuleSuggestion = (id: string, applyToOpen = true) => apiPost<Record<string, unknown>>(`/api/budget/rules/suggestions/${encodeURIComponent(id)}/apply`, { apply_to_open: applyToOpen })\\n    83|export const rejectBudgetRuleSuggestion = (id: string, later = false) => apiPost<Record<string, unknown>>(`/api/budget/rules/suggestions/${encodeURIComponent(id)}/reject`, { later })\\n    84|export const detectBudgetRecurringCandidates = () => apiPost<Record<string, unknown>>('/api/budget/recurring/detect', {})\\n    85|export const previewBudgetRecurringCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/recurring/candidates/${encodeURIComponent(id)}/preview`, body)\\n    86|export const confirmBudgetRecurringCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/recurring/candidates/${encodeURIComponent(id)}/confirm`, body)\\n    87|export const previewManualRecurringPayment = (body: unknown) => apiPost<BudgetPreview>('/api/budget/recurring/manual/preview', body)\\n    88|export const confirmManualRecurringPayment = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/recurring/manual/confirm', body)\\n    89|export const archiveRecurringPayment = (id: string) => apiPost<BudgetConfirm>(`/api/budget/recurring/${encodeURIComponent(id)}/archive`, {})\\n    90|export const getBudgetOverview = (month = '2026-01') => apiGet<BudgetOverview>(`/api/budget/overview?month=${month}`)\\n    91|export const getBudgetStatusByCategory = (year = '2026') => apiGet<BudgetStatusRow[]>(`/api/budget/status/categories?year=${year}`)\\n    92|export const getCategoryMonthDetail = (categoryId: string, month: string) => apiGet<BudgetMonthDetail>(`/api/budget/status/categories/${encodeURIComponent(categoryId)}/months/${encodeURIComponent(month)}`)\\n    93|export const getBudgetCharts = (year = '2026') => apiGet<BudgetCharts>(`/api/budget/charts?year=${year}`)\\n    94|export const getBudgetVsActualAnalysis = (year = '2026') => apiGet<BudgetVsActualAnalysis>(`/api/budget/analysis/budget-vs-actual?year=${year}`)\\n    95|export const getCategoryAnalysis = (year = '2026', txType: 'income' | 'expense' = 'expense', month = '') => {\\n    96|  const params = new URLSearchParams({ year, tx_type: txType })\\n    97|  if (month) params.set('month', month)\\n    98|  return apiGet<CategoryAnalysis>(`/api/budget/analysis/categories?${params.toString()}`)\\n    99|}\\n   100|export const getMonthlyComparison = (year = '2026') => apiGet<MonthlyComparison>(`/api/budget/analysis/monthly-comparison?year=${year}`)\\n   101|export const getBudgetDataExplorer = (filters: Record<string, string> = {}) => {\\n   102|  const params = new URLSearchParams()\\n   103|  Object.entries(filters).forEach(([key, value]) => { if (value) params.set(key, value) })\\n   104|  return apiGet<BudgetDataExplorer>(`/api/budget/analysis/data-explorer?${params.toString()}`)\\n   105|}\\n   106|export const getIncomeStatus = (year = '2026') => apiGet<Record<string, unknown>>(`/api/budget/income/status?year=${year}`)\\n   107|export const getIncomePlans = (year = '2026') => apiGet<IncomePlan[]>(`/api/budget/income/plans?year=${year}`)\\n   108|export const getIncomeSeedCandidates = (year = '2026') => apiGet<IncomeSeedCandidate[]>(`/api/budget/income/seed-candidates?year=${year}`)\\n   109|export const previewIncomePlan = (body: unknown) => apiPost<BudgetPreview>('/api/budget/income/plans/preview', body)\\n   110|export const confirmIncomePlan = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/income/plans/confirm', body)\\n   111|export const previewIncomeTemplates = (year = '2026') => apiPost<Record<string, unknown>>('/api/budget/income/templates/preview', { year })\\n   112|export const confirmIncomeTemplates = (year = '2026') => apiPost<Record<string, unknown>>('/api/budget/income/templates/confirm', { year })\\n   113|export const previewIncomePlanUpdate = (id: string, body: unknown) => apiPost<BudgetPreview & { requires_explicit_confirm?: boolean }>(`/api/budget/income/plans/${id}/update/preview`, body)\\n   114|export const confirmIncomePlanUpdate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/income/plans/${id}/update/confirm`, body)\\n   115|export const reorderIncomePlans = (plan_item_ids: string[], year = '2026') => apiPost<BudgetConfirm & { updated_count: number }>('/api/budget/income/plans/reorder', { plan_item_ids, year })\\n   116|export const archiveIncomePlan = (id: string) => apiPost<BudgetConfirm>(`/api/budget/income/plans/${id}/archive`, {})\\n   117|export const getBudgetTransactions = (query = '') => apiGet<BudgetTransaction[]>(`/api/budget/transactions${query}`)\\n   118|export const getBudgetTransfers = (query = '') => apiGet<BudgetTransfer[]>(`/api/budget/transfers${query}`)\\n   119|export const getBudgetAccounts = () => apiGet<BudgetAccount[]>('/api/budget/accounts')\\n   120|export const getBudgetCategories = () => apiGet<BudgetCategory[]>('/api/budget/categories')\\n   121|export const getBudgetTags = () => apiGet<BudgetTag[]>('/api/budget/tags')\\n   122|export const previewBudgetTransaction = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transactions/preview', body)\\n   123|export const confirmBudgetTransaction = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transactions/confirm', body)\\n   124|export const updateBudgetTransaction = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/transactions/${id}/update`, body)\\n   125|export const previewBudgetTransfer = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transfers/preview', body)\\n   126|export const confirmBudgetTransfer = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transfers/confirm', body)\\n   127|export const previewBudgetAccount = (body: unknown) => apiPost<BudgetPreview>('/api/budget/accounts/preview', body)\\n   128|export const confirmBudgetAccount = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/accounts/confirm', body)\\n   129|export const archiveBudgetAccount = (id: string) => apiPost<BudgetConfirm>(`/api/budget/accounts/${id}/archive`, {})\\n   130|export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\n   131|export const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\n   132|export const previewBudgetCategoryCleanup = () => apiPost<Record<string, unknown> & { preview_id: string; summary: string; target_expense_categories: string[]; auto_mappings: Array<Record<string, unknown>>; review_required: Array<Record<string, unknown>>; empty_categories: Array<Record<string, unknown>>; payload: Record<string, unknown>; warnings: string[] }>('/api/budget/categories/cleanup/preview', {})\\n   133|export const confirmBudgetCategoryCleanup = (body: unknown) => apiPost<Record<string, unknown> & { audit_id: string }>('/api/budget/categories/cleanup/confirm', body)\\n   134|export const reorderBudgetCategories = (category_ids: string[], category_type: 'expense' | 'income' = 'expense') => apiPost<BudgetConfirm & { updated_count: number }>('/api/budget/categories/reorder', { category_ids, category_type })\\n   135|export const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\n   136|export const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\\n   137|export const previewBudgetTag = (body: unknown) => apiPost<BudgetPreview>('/api/budget/tags/preview', body)\\n   138|export const confirmBudgetTag = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/tags/confirm', body)\\n   139|export const archiveBudgetTag = (id: string) => apiPost<BudgetConfirm>(`/api/budget/tags/${id}/archive`, {})\\n   140|export const getBudgetSeedCandidates = () => apiGet<BudgetSeedCandidate[]>('/api/budget/seed-candidates')\\n   141|export const generateBudgetSeedCandidates = (body: unknown) => apiPost<BudgetSeedSummary>('/api/budget/seed-candidates/generate', body)\\n   142|export const previewBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/seed-candidates/${id}/preview`, body)\\n   143|export const confirmBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/confirm`, body)\\n   144|export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\n   145|export const reopenBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/reopen`, { note })\\n   146|export const setBudgetSeedCandidateStatus = (id: string, status: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/status`, { status, note })\\n   147|export const convertBudgetUncleanRange = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/convert-unclean`, body)\\n   148|export const previewClearBudgetCategoriesTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; categories: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/categories/preview-clear-takeover', {})\\n   149|export const confirmClearBudgetCategoriesTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/categories/confirm-clear-takeover', {})\\n   150|export const previewBudgetPlanTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; budget_plans: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/budget-plans/preview-takeover', {})\\n   151|export const confirmBudgetPlanTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/budget-plans/confirm-takeover', {})\\n   152|export const getBudgetTransactionCandidates = (status = '', tab = '', filters: Record<string, string> = {}) => {\\n   153|  const params = new URLSearchParams()\\n   154|  if (status) params.set('status', status)\\n   155|  if (tab) params.set('tab', tab)\\n   156|  Object.entries(filters).forEach(([k, v]) => { if (v) params.set(k, v) })\\n   157|  const qs = params.toString()\\n   158|  return apiGet<BudgetTransactionCandidate[]>(`/api/budget/transaction-candidates${qs ? `?${qs}` : ''}`)\\n   159|}\\n   160|export const getBudgetTransactionCandidateSummary = (budget_year = '2026') => apiGet<BudgetReviewSummary>(`/api/budget/transaction-candidates/summary?budget_year=${budget_year}`)\\n   161|\", \"total_lines\": 197, \"file_size\": 36066, \"truncated\": true, \"hint\": \"Use offset=161 to continue reading (showing 1-160 of 197 lines)\", \"is_binary\": false, \"is_image\": false}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export type GroceryMapping = { mapping_id: string; target_retailer: string; target_product_name: string; target_product_url: string; status: string; match_type?: string; confidence?: string; cache_status?: string; last_price_checked_at?: string; target_price_text?: string; target_unit_price_text?: string }\\nexport type GroceryProductItem = { product_item_id: string; receipt_id: string; purchase_date: string; store_name: string; raw_product_name: string; normalized_product_name: string; quantity_text?: string; unit?: string; unit_price_text?: string; total_price_text: string; action_label?: string; include_in_analysis: number; health_analysis_status: string; known_mappings?: GroceryMapping[] }\",\"old_string\":\"export type GroceryProductItem = { product_item_id: string; receipt_id: string; purchase_date: string; store_name: string; raw_product_name: string; normalized_product_name: string; quantity_text?: string; unit?: string; unit_price_text?: string; total_price_text: string; action_label?: string; include_in_analysis: number; health_analysis_status: string }\",\"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@@ -16,7 +16,8 @@\\n export type BudgetMonthlyImportDashboard = { purpose: 'budget_monthly_import_dashboard_v1'; latest_import_by_source: Record<string, BudgetImportSession>; open_candidates_by_source: Record<string, number>; counts: Record<string, number>; rule_suggestions_open: number; review_url: string }\\n export type BudgetMonthlyImportResult = { purpose: string; status: string; files_total: number; session_ids: string[]; files: Array<Record<string, unknown>>; totals: Record<string, number>; review_url: string }\\n export type BudgetRuleSuggestion = { suggestion_id: string; merchant_pattern: string; match_type: string; source_scope: string; category_id?: string | null; category_name?: string | null; recurring_type?: string | null; confidence: string; affected_open_candidate_count: number; status: string; created_at: string }\\n-export type GroceryProductItem = { product_item_id: string; receipt_id: string; purchase_date: string; store_name: string; raw_product_name: string; normalized_product_name: string; quantity_text?: string; unit?: string; unit_price_text?: string; total_price_text: string; action_label?: string; include_in_analysis: number; health_analysis_status: string }\\n+export type GroceryMapping = { mapping_id: string; target_retailer: string; target_product_name: string; target_product_url: string; status: string; match_type?: string; confidence?: string; cache_status?: string; last_price_checked_at?: string; target_price_text?: string; target_unit_price_text?: string }\\n+export type GroceryProductItem = { product_item_id: string; receipt_id: string; purchase_date: string; store_name: string; raw_product_name: string; normalized_product_name: string; quantity_text?: string; unit?: string; unit_price_text?: string; total_price_text: string; action_label?: string; include_in_analysis: number; health_analysis_status: string; known_mappings?: GroceryMapping[] }\\n export type GroceryReceipt = { receipt_id: string; purchase_date: string; store_name: string; article_count: number; total_text: string; items: GroceryProductItem[] }\\n export type GroceryDashboard = { purpose: 'migros_product_savings_grocery_optimizer_v1'; receipts: GroceryReceipt[]; supported_retailers: string[]; health_analysis_status: string; disclaimer: string }\\n export type GroceryRun = { run_id: string; receipt_id: string; original_total_text: string; optimized_total_text: string; quality_status: string; summary: Record<string, any>; optimized_lists: Array<Record<string, any>>; product_comparisons: Array<Record<string, any>>; health_analysis_status: string }\\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 last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export type GroceryOnlinePriceMatch = { match_id?: string; mapping_id?: string; product_item_id: string; retailer: string; product_name: string; product_url: string; price_text?: string; unit_price_text?: string; fetched_at?: string; quality_flags?: string[]; confidence?: string; status: string; source?: string; cache_status?: string }\",\"old_string\":\"export type GroceryOnlinePriceMatch = { product_item_id: string; retailer: string; product_name: string; product_url: string; price_text?: string; unit_price_text?: string; fetched_at?: string; quality_flags?: string[]; confidence?: string; status: string; source?: string }\",\"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@@ -21,7 +21,7 @@\\n export type GroceryReceipt = { receipt_id: string; purchase_date: string; store_name: string; article_count: number; total_text: string; items: GroceryProductItem[] }\\n export type GroceryDashboard = { purpose: 'migros_product_savings_grocery_optimizer_v1'; receipts: GroceryReceipt[]; supported_retailers: string[]; health_analysis_status: string; disclaimer: string }\\n export type GroceryRun = { run_id: string; receipt_id: string; original_total_text: string; optimized_total_text: string; quality_status: string; summary: Record<string, any>; optimized_lists: Array<Record<string, any>>; product_comparisons: Array<Record<string, any>>; health_analysis_status: string }\\n-export type GroceryOnlinePriceMatch = { product_item_id: string; retailer: string; product_name: string; product_url: string; price_text?: string; unit_price_text?: string; fetched_at?: string; quality_flags?: string[]; confidence?: string; status: string; source?: string }\\n+export type GroceryOnlinePriceMatch = { match_id?: string; mapping_id?: string; product_item_id: string; retailer: string; product_name: string; product_url: string; price_text?: string; unit_price_text?: string; fetched_at?: string; quality_flags?: string[]; confidence?: string; status: string; source?: string; cache_status?: string }\\n export type GroceryOnlinePriceSearch = { receipt_id: string; provider_calls: number; cache_hits: number; matches: GroceryOnlinePriceMatch[] }\\n export type BudgetPreview = { preview_id: string; summary: string; fx_status?: string; warnings: string[]; payload: Record<string, unknown>; review?: Record<string, string>; requires_explicit_confirm?: boolean }\\n export type BudgetConfirm = { status: string; entity_id: string; audit_id: string; message: string }\\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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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export const searchGroceryOnlinePrices = (body: unknown) => apiPost<GroceryOnlinePriceSearch>('/api/budget/grocery-optimizer/search-prices', body)\\nexport const acceptGroceryProductMatch = (body: { match_id: string; save_as_preferred?: boolean; user_note?: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/matches/${encodeURIComponent(body.match_id)}/accept`, body)\\nexport const rejectGroceryProductMatch = (body: { match_id: string; user_note?: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/matches/${encodeURIComponent(body.match_id)}/reject`, body)\\nexport const saveManualGroceryMapping = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/manual-mapping', body)\\nexport const refreshGroceryMappingPrice = (body: { mapping_id: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/mappings/${encodeURIComponent(body.mapping_id)}/refresh-price`, {})\",\"old_string\":\"export const searchGroceryOnlinePrices = (body: unknown) => apiPost<GroceryOnlinePriceSearch>('/api/budget/grocery-optimizer/search-prices', body)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n@@ -73,6 +73,10 @@\\n export const createGroceryDemoReceipt = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/demo-receipt', body)\\n export const addGroceryProductMatch = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/matches', body)\\n export const searchGroceryOnlinePrices = (body: unknown) => apiPost<GroceryOnlinePriceSearch>('/api/budget/grocery-optimizer/search-prices', body)\\n+export const acceptGroceryProductMatch = (body: { match_id: string; save_as_preferred?: boolean; user_note?: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/matches/${encodeURIComponent(body.match_id)}/accept`, body)\\n+export const rejectGroceryProductMatch = (body: { match_id: string; user_note?: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/matches/${encodeURIComponent(body.match_id)}/reject`, body)\\n+export const saveManualGroceryMapping = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/manual-mapping', body)\\n+export const refreshGroceryMappingPrice = (body: { mapping_id: string }) => apiPost<Record<string, unknown>>(`/api/budget/grocery-optimizer/mappings/${encodeURIComponent(body.mapping_id)}/refresh-price`, {})\\n export const runGroceryOptimization = (body: unknown) => apiPost<GroceryRun>('/api/budget/grocery-optimizer/optimize', body)\\n export const generateGroceryOptimizationReport = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/grocery-optimizer/report', body)\\n export const getBudgetImportHistory = () => apiGet<BudgetImportSession[]>('/api/budget/monthly-import/history')\\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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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"import { acceptGroceryProductMatch, addGroceryProductMatch, createGroceryDemoReceipt, generateGroceryOptimizationReport, getGroceryOptimizerDashboard, refreshGroceryMappingPrice, rejectGroceryProductMatch, runGroceryOptimization, saveManualGroceryMapping, searchGroceryOnlinePrices, type GroceryDashboard, type GroceryOnlinePriceMatch, type GroceryReceipt, type GroceryRun } from '@/api/budget'\",\"old_string\":\"import { addGroceryProductMatch, createGroceryDemoReceipt, generateGroceryOptimizationReport, getGroceryOptimizerDashboard, runGroceryOptimization, searchGroceryOnlinePrices, type GroceryDashboard, type GroceryOnlinePriceMatch, type GroceryReceipt, type GroceryRun } from '@/api/budget'\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n@@ -92,7 +92,7 @@\\n </template>\\n <script setup lang=\\\"ts\\\">\\n import { computed, onMounted, ref } from 'vue'\\n-import { addGroceryProductMatch, createGroceryDemoReceipt, generateGroceryOptimizationReport, getGroceryOptimizerDashboard, runGroceryOptimization, searchGroceryOnlinePrices, type GroceryDashboard, type GroceryOnlinePriceMatch, type GroceryReceipt, type GroceryRun } from '@/api/budget'\\n+import { acceptGroceryProductMatch, addGroceryProductMatch, createGroceryDemoReceipt, generateGroceryOptimizationReport, getGroceryOptimizerDashboard, refreshGroceryMappingPrice, rejectGroceryProductMatch, runGroceryOptimization, saveManualGroceryMapping, searchGroceryOnlinePrices, type GroceryDashboard, type GroceryOnlinePriceMatch, type GroceryReceipt, type GroceryRun } from '@/api/budget'\\n const dashboard = ref<GroceryDashboard | null>(null)\\n const selectedReceipt = ref<GroceryReceipt | null>(null)\\n const includedItems = ref<Record<string, boolean>>({})\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n@@ -35,6 +35,13 @@\\n             <p>Menge: {{ item.quantity_text || '—' }} · Preis: {{ item.total_price_text }} CHF</p>\\n             <p v-if=\\\"item.action_label\\\">Aktion: {{ item.action_label }}</p>\\n             <p class=\\\"text-xs text-slate-500\\\">Gesundheitsanalyse später</p>\\n+            <div v-if=\\\"item.known_mappings?.length\\\" class=\\\"mt-2 rounded-xl bg-emerald-50 p-2 text-xs text-emerald-900\\\">\\n+              <strong>Bekannte Mappings</strong>\\n+              <div v-for=\\\"mapping in item.known_mappings\\\" :key=\\\"mapping.mapping_id\\\" class=\\\"mt-1\\\">\\n+                {{ mapping.target_retailer }} · {{ mapping.target_product_name }} · {{ mapping.status }} · Cache: {{ mapping.cache_status || 'fehlt' }}\\n+                <button class=\\\"btn-secondary ml-2\\\" type=\\\"button\\\" :data-testid=\\\"`refresh-mapping-${mapping.mapping_id}`\\\" @click=\\\"refreshMapping(mapping.mapping_id)\\\">Preis aktualisieren</button>\\n+              </div>\\n+            </div>\\n           </article>\\n         </div>\\n       </div>\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n@@ -67,7 +67,12 @@\\n           <span>Confidence {{ match.confidence || '—' }} · Qualitätsflag {{ (match.quality_flags || []).join(', ') || '—' }}</span>\\n           <a :href=\\\"match.product_url\\\" target=\\\"_blank\\\" rel=\\\"noreferrer\\\">{{ match.product_url }}</a>\\n           <small>Aktualisiert am {{ match.fetched_at || '—' }} · Quelle {{ match.source || '—' }}</small>\\n-          <div class=\\\"flex gap-2\\\"><button class=\\\"btn-secondary\\\" type=\\\"button\\\">akzeptieren</button><button class=\\\"btn-secondary\\\" type=\\\"button\\\">ablehnen</button><button class=\\\"btn-secondary\\\" type=\\\"button\\\">Details öffnen</button></div>\\n+          <div class=\\\"flex flex-wrap gap-2\\\">\\n+            <button class=\\\"btn-secondary\\\" type=\\\"button\\\" :data-testid=\\\"`accept-match-${match.match_id}`\\\" :disabled=\\\"!match.match_id\\\" @click=\\\"acceptMatch(match)\\\">Akzeptieren</button>\\n+            <button class=\\\"btn-secondary\\\" type=\\\"button\\\" :data-testid=\\\"`reject-match-${match.match_id}`\\\" :disabled=\\\"!match.match_id\\\" @click=\\\"rejectMatch(match)\\\">Ablehnen</button>\\n+            <button class=\\\"btn-secondary\\\" type=\\\"button\\\">Später prüfen</button>\\n+            <button class=\\\"btn-secondary\\\" type=\\\"button\\\">Details öffnen</button>\\n+          </div>\\n         </article>\\n       </div>\\n     </section>\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    </section>\\n\\n    <section class=\\\"panel\\\">\\n      <h2>Manuell zuordnen</h2>\\n      <p class=\\\"mt-1 text-xs text-slate-500\\\">Falls Websuche nichts findet: Händler, Produkt und Quelle manuell speichern. Keine medizinische Bewertung.</p>\\n      <div class=\\\"mt-3 grid gap-2 md:grid-cols-3\\\">\\n        <select v-model=\\\"manualRetailer\\\" data-testid=\\\"manual-retailer\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\"><option>Coop</option><option>Denner</option><option>Aldi Suisse</option><option>Lidl</option><option>Otto's</option></select>\\n        <input v-model=\\\"manualName\\\" data-testid=\\\"manual-name\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Produktname\\\" />\\n        <input v-model=\\\"manualUrl\\\" data-testid=\\\"manual-url\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Produkt-URL\\\" />\\n        <input v-model=\\\"manualPrice\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Preis optional\\\" />\\n        <input v-model=\\\"manualUnitPrice\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Einheitspreis optional\\\" />\\n        <select v-model=\\\"manualMatchType\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\"><option>manual_match</option><option>exact_match</option><option>close_match</option><option>cheaper_private_label</option></select>\\n      </div>\\n      <button class=\\\"btn-secondary mt-3\\\" data-testid=\\\"save-manual-mapping\\\" :disabled=\\\"!selectedReceipt || !manualName || !manualUrl\\\" @click=\\\"saveManualMapping\\\">Als bevorzugte Alternative speichern</button>\\n    </section>\\n\\n    <section v-if=\\\"run\\\" class=\\\"panel\\\">\",\"old_string\":\"    </section>\\n\\n    <section v-if=\\\"run\\\" class=\\\"panel\\\">\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n@@ -77,6 +77,20 @@\\n       </div>\\n     </section>\\n \\n+    <section class=\\\"panel\\\">\\n+      <h2>Manuell zuordnen</h2>\\n+      <p class=\\\"mt-1 text-xs text-slate-500\\\">Falls Websuche nichts findet: Händler, Produkt und Quelle manuell speichern. Keine medizinische Bewertung.</p>\\n+      <div class=\\\"mt-3 grid gap-2 md:grid-cols-3\\\">\\n+        <select v-model=\\\"manualRetailer\\\" data-testid=\\\"manual-retailer\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\"><option>Coop</option><option>Denner</option><option>Aldi Suisse</option><option>Lidl</option><option>Otto's</option></select>\\n+        <input v-model=\\\"manualName\\\" data-testid=\\\"manual-name\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Produktname\\\" />\\n+        <input v-model=\\\"manualUrl\\\" data-testid=\\\"manual-url\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Produkt-URL\\\" />\\n+        <input v-model=\\\"manualPrice\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Preis optional\\\" />\\n+        <input v-model=\\\"manualUnitPrice\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\" placeholder=\\\"Einheitspreis optional\\\" />\\n+        <select v-model=\\\"manualMatchType\\\" class=\\\"rounded-xl border border-slate-300 p-2\\\"><option>manual_match</option><option>exact_match</option><option>close_match</option><option>cheaper_private_label</option></select>\\n+      </div>\\n+      <button class=\\\"btn-secondary mt-3\\\" data-testid=\\\"save-manual-mapping\\\" :disabled=\\\"!selectedReceipt || !manualName || !manualUrl\\\" @click=\\\"saveManualMapping\\\">Als bevorzugte Alternative speichern</button>\\n+    </section>\\n+\\n     <section v-if=\\\"run\\\" class=\\\"panel\\\">\\n       <h2>Ergebnis</h2>\\n       <div class=\\\"mt-3 grid gap-3 md:grid-cols-4\\\">\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\\n@@ -160,6 +160,17 @@\\n   const included_product_item_ids = Object.entries(includedItems.value).filter(([, included]) => included).map(([id]) => id)\\n   run.value = await runGroceryOptimization({ receipt_id: selectedReceipt.value.receipt_id, selected_retailers: ['Coop', 'Aldi Suisse', 'Lidl', 'Denner', \\\"Otto's\\\"], max_store_count: 3, included_product_item_ids })\\n }\\n+async function acceptMatch(match: GroceryOnlinePriceMatch) { if (!match.match_id) return; await acceptGroceryProductMatch({ match_id: match.match_id, save_as_preferred: true }); reportMessage.value = 'Mapping akzeptiert und gespeichert'; await load() }\\n+async function rejectMatch(match: GroceryOnlinePriceMatch) { if (!match.match_id) return; await rejectGroceryProductMatch({ match_id: match.match_id }); onlineMatches.value = onlineMatches.value.filter((m) => m.match_id !== match.match_id); reportMessage.value = 'Match abgelehnt und gespeichert' }\\n+async function refreshMapping(mapping_id: string) { await refreshGroceryMappingPrice({ mapping_id }); reportMessage.value = 'Preisaktualisierung angefragt'; await load() }\\n+async function saveManualMapping() {\\n+  if (!selectedReceipt.value) return\\n+  const firstIncluded = selectedReceipt.value.items.find((item) => includedItems.value[item.product_item_id]) || selectedReceipt.value.items[0]\\n+  if (!firstIncluded) return\\n+  await saveManualGroceryMapping({ product_item_id: firstIncluded.product_item_id, target_retailer: manualRetailer.value, target_product_name: manualName.value, target_product_url: manualUrl.value, candidate_price_text: manualPrice.value || undefined, candidate_unit_price_text: manualUnitPrice.value || undefined, match_type: manualMatchType.value })\\n+  reportMessage.value = 'Manuelles Mapping gespeichert'\\n+  await load()\\n+}\\n async function createReport() { if (!run.value) return; const result = await generateGroceryOptimizationReport({ run_id: run.value.run_id }); reportMessage.value = `Runtime-only Report erstellt: ${(result as any).format || 'markdown'}` }\\n onMounted(load)\\n defineExpose({ dashboard, selectedReceipt, includedItems, selectedRetailers, useCache, onlySafeMatches, onlineMatches, run, load, selectReceipt, seedDemo, searchOnlinePrices, startAnalysis, createReport })\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"defineExpose({ dashboard, selectedReceipt, includedItems, selectedRetailers, useCache, onlySafeMatches, onlineMatches, run, load, selectReceipt, seedDemo, searchOnlinePrices, startAnalysis, acceptMatch, rejectMatch, refreshMapping, saveManualMapping, createReport })\",\"old_string\":\"defineExpose({ dashboard, selectedReceipt, includedItems, selectedRetailers, useCache, onlySafeMatches, onlineMatches, run, load, selectReceipt, seedDemo, searchOnlinePrices, startAnalysis, createReport })\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetGroceryOptimizerPage.vue\"}"
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          "call_id": "call_7FjinFGkKdnuGpOcD1lQO9Re",
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            "arguments": "{\"command\":\"set -euo pipefail\\ncd frontend\\nnpm test -- --run src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 190ms\\n ❯ src/pages/GroceryMatchingLearningV2.test.ts (2 tests | 1 failed) 196ms\\n     × shows known mappings, cache status and review actions 136ms\\n     ✓ saves manual mapping and refreshes accepted mapping price only by explicit click 59ms\\n\\n⎯⎯⎯⎯⎯⎯⎯ Failed Tests 1 ⎯⎯⎯⎯⎯⎯⎯\\n\\n FAIL  src/pages/GroceryMatchingLearningV2.test.ts > Grocery Matching Review & Learning v2 UI > shows known mappings, cache status and review actions\\nError: Cannot call trigger on an empty DOMWrapper.\\n ❯ Object.get node_modules/@vue/test-utils/dist/vue-test-utils.cjs.js:1495:27\\n ❯ src/pages/GroceryMatchingLearningV2.test.ts:54:62\\n     52|     await wrapper.find('[data-testid=\\\"accept-match-match_1\\\"]').trigger…\\n     53|     expect(budgetApi.acceptGroceryProductMatch).toHaveBeenCalledWith({…\\n     54|     await wrapper.find('[data-testid=\\\"reject-match-match_1\\\"]').trigger…\\n       |                                                              ^\\n     55|     expect(budgetApi.rejectGroceryProductMatch).toHaveBeenCalledWith({…\\n     56|   })\\n\\n⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/1]⎯\\n\\n\\n Test Files  1 failed | 1 passed (2)\\n      Tests  1 failed | 3 passed (4)\\n   Start at  15:04:34\\n   Duration  1.31s (transform 521ms, setup 287ms, import 631ms, tests 386ms, environment 1.10s)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_7FjinFGkKdnuGpOcD1lQO9Re"
    },
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      "content": "",
      "reasoning": "**Evaluating reload behavior**\n\nI'm considering how the reload option clears matches, and maybe I should separate tests or check if the code isn't loading. The user seems to want a toast or a list display. It might be better if the accept action doesn't load anything new, but then again, I know that known mappings need updating. I'll also think about allowing a re-search before a reject in the patch test. This feels a bit complicated!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Evaluating reload behavior**\n\nI'm considering how the reload option clears matches, and maybe I should separate tests or check if the code isn't loading. The user seems to want a toast or a list display. It might be better if the accept action doesn't load anything new, but then again, I know that known mappings need updating. I'll also think about allowing a re-search before a reject in the patch test. This feels a bit complicated!",
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating reload behavior**\n\nI'm considering how the reload option clears matches, and maybe I should separate tests or check if the code isn't loading. The user seems to want a toast or a list display. It might be better if the accept action doesn't load anything new, but then again, I know that known mappings need updating. I'll also think about allowing a re-search before a reject in the patch test. This feels a bit complicated!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_J84OWui98k91YMsvdgk1glnO",
          "call_id": "call_J84OWui98k91YMsvdgk1glnO",
          "response_item_id": "fc_08efd988e539badb016a0c5fe936b88191a8c47286a7779821",
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          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    await wrapper.find('[data-testid=\\\"accept-match-match_1\\\"]').trigger('click')\\n    expect(budgetApi.acceptGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1', save_as_preferred: true })\\n    await wrapper.vm.searchOnlinePrices()\\n    await flushPromises()\\n    await wrapper.find('[data-testid=\\\"reject-match-match_1\\\"]').trigger('click')\",\"old_string\":\"    await wrapper.find('[data-testid=\\\"accept-match-match_1\\\"]').trigger('click')\\n    expect(budgetApi.acceptGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1', save_as_preferred: true })\\n    await wrapper.find('[data-testid=\\\"reject-match-match_1\\\"]').trigger('click')\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\\n@@ -51,6 +51,8 @@\\n     expect(wrapper.text()).toContain('Später prüfen')\\n     await wrapper.find('[data-testid=\\\"accept-match-match_1\\\"]').trigger('click')\\n     expect(budgetApi.acceptGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1', save_as_preferred: true })\\n+    await wrapper.vm.searchOnlinePrices()\\n+    await flushPromises()\\n     await wrapper.find('[data-testid=\\\"reject-match-match_1\\\"]').trigger('click')\\n     expect(budgetApi.rejectGroceryProductMatch).toHaveBeenCalledWith({ match_id: 'match_1' })\\n   })\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryMatchingLearningV2.test.ts\"], \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}}",
      "tool_call_id": "call_J84OWui98k91YMsvdgk1glnO"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
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      "tool_calls": [
        {
          "id": "call_toMxmgktSuDKh6ZOoVYHQJqR",
          "call_id": "call_toMxmgktSuDKh6ZOoVYHQJqR",
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd frontend\\nnpm test -- --run src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 172ms\\n ✓ src/pages/GroceryMatchingLearningV2.test.ts (2 tests) 189ms\\n\\n Test Files  2 passed (2)\\n      Tests  4 passed (4)\\n   Start at  15:04:52\\n   Duration  1.32s (transform 522ms, setup 278ms, import 597ms, tests 360ms, environment 1.18s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CfEHrlOc.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 kB\\ndist/assets/portfolio-Dgw_YOLe.js                      0.23 kB │ gzip:   0.19 kB\\ndist/assets/MoneyValue-DQ6puNds.js                     0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-BQgHtzAN.js                  0.41 kB │ gzip:   0.29 kB\\ndist/assets/formatters-7zuAcqgS.js                     0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-C4kAkVm1.js                         0.56 kB │ gzip:   0.26 kB\\ndist/assets/equity-BDHol0KS.js                         0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-NIYamjIJ.js                      0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-DTa6p52T.js                     0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-Cx8WPtHC.js                    0.72 kB │ gzip:   0.46 kB\\ndist/assets/RoadmapPage-ConhpaPP.js                    0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                         0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-DRph7MMf.js                    0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-1tcotBti.js                  1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-BWm00hXR.js                   1.14 kB │ gzip:   0.70 kB\\ndist/assets/auto-DAqH_AMk.js                           1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-DMKmMi61.js                 1.20 kB │ gzip:   0.73 kB\\ndist/assets/PositionTable-SgMG36Nv.js                  1.31 kB │ gzip:   0.73 kB\\ndist/assets/toolbar-DmGcNXBD.js                        1.36 kB │ gzip:   0.60 kB\\ndist/assets/AllocationBars-DPgm4C_G.js                 1.54 kB │ gzip:   0.82 kB\\ndist/assets/card-CbnvqtvM.js                           2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-vriTbmGU.js                2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-BcgEMakh.js             2.77 kB │ gzip:   1.20 kB\\ndist/assets/ReportsPage-DvaGSQLZ.js                    3.07 kB │ gzip:   1.58 kB\\ndist/assets/chart-DAy64QBQ.js                          3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-CuwE-6uZ.js            3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-CkO2PhAs.js                  4.12 kB │ gzip:   1.75 kB\\ndist/assets/CategoryAnalysisPage-B26CMFNj.js           5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-BcXLYkwC.js          5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-BOXd1RHi.js                    5.81 kB │ gzip:   2.45 kB\\ndist/assets/BudgetMonthlyImportPage-087T0CiZ.js        5.92 kB │ gzip:   2.33 kB\\ndist/assets/BudgetVsActualPage-DkwcaXtz.js             6.77 kB │ gzip:   2.39 kB\\ndist/assets/BudgetOverviewPage-Bi6uGQ39.js             6.88 kB │ gzip:   2.73 kB\\ndist/assets/CommandCenter-C9-z9Kq_.js                  6.99 kB │ gzip:   2.63 kB\\ndist/assets/BudgetStatusPage-DA0O7tsd.js               7.13 kB │ gzip:   2.60 kB\\ndist/assets/budget-DTQukmBc.js                         7.39 kB │ gzip:   1.94 kB\\ndist/assets/BudgetSetupPage-B_Rpn5LU.js                8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetRecurringPage-B6ysHqVj.js            9.87 kB │ gzip:   3.14 kB\\ndist/assets/DataExplorerPage-Bvnn8nkd.js              10.35 kB │ gzip:   3.55 kB\\ndist/assets/BudgetRulesPage-BJsUwc8h.js               10.99 kB │ gzip:   3.11 kB\\ndist/assets/BudgetCategoriesPage-DbF_fslE.js          12.46 kB │ gzip:   4.01 kB\\ndist/assets/BudgetGroceryOptimizerPage-C-5b4JPk.js    13.25 kB │ gzip:   4.40 kB\\ndist/assets/message-DmCAEvFQ.js                       14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetPlanningPage-Bt9Hutgv.js            16.59 kB │ gzip:   5.17 kB\\ndist/assets/CryptoPage-DwQW_CYW.js                    17.51 kB │ gzip:   5.40 kB\\ndist/assets/BudgetTransactionsPage-DI_fB3sR.js        19.90 kB │ gzip:   6.44 kB\\ndist/assets/EquityPage-D6SmHwez.js                    20.35 kB │ gzip:   5.62 kB\\ndist/assets/PositionAddPage-C1WaERfT.js               20.98 kB │ gzip:   5.88 kB\\ndist/assets/BudgetIncomePage-DF5iFwMC.js              32.64 kB │ gzip:   8.22 kB\\ndist/assets/BudgetImportReviewPage-DmNEtAWy.js        40.31 kB │ gzip:  11.50 kB\\ndist/assets/tag-DNlEwQaK.js                           84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-BoPAk0S7.js                    305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-Dv1DvBYn.js                        630.48 kB │ gzip: 177.00 kB\\n\\n✓ built in 1.44s\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_toMxmgktSuDKh6ZOoVYHQJqR"
    },
    {
      "role": "assistant",
      "content": "Zieltests/Build sind grün. Ich aktualisiere die Schema-Version-Assertions auf 34 und starte die vollständige Verifikation.",
      "reasoning": "**Updating schema version**\n\nI need to update the schema version assertions globally from 33 to 34 before running full tests. However, I wonder if there’s a syntax issue in the dashboard since we ran the backend target without problems. It's crucial to ensure everything's functioning properly before moving on. So, I’ll double-check the syntax and confirm that the update is accurate, then proceed with the full tests to make sure everything is working seamlessly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Updating schema version**\n\nI need to update the schema version assertions globally from 33 to 34 before running full tests. However, I wonder if there’s a syntax issue in the dashboard since we ran the backend target without problems. It's crucial to ensure everything's functioning properly before moving on. So, I’ll double-check the syntax and confirm that the update is accurate, then proceed with the full tests to make sure everything is working seamlessly.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDGALL7M-wAw3t1jf25p76T6c-s-5t4pY5m6fptMtoFfD8pd_m5F1XLyNHUV0zk8U_6JH2OpLZJQcoymgfg1eDZMeI30K6oOTRRZtyr1EWqMMjJqnwtznNAzHbbCQnstNpy9Xh2ZfrydiHu4iuiJf7hNLDhmceRF9BMLent2zRU4p6gtwCNBybrTbOo1KGfzzCI0BuW6IQBqs1C96UB3nNW1RWsg-Y5YCNXkvdVVqsm9xqFIWOxDGkke7f1uFTnlmQgUmzx97ZVYYwVc5MWCzT3U5jOPMq1IbORcMtXFOny1ttpMwK2qIkDfu8g9lligeoIppp0NQ8PWwTu-0GD4Jnqy5_5oQqr2eiVpaWsP5ibP9Ka111OlStBKrWe3fbokn85dpG19hAyGr1R8OHOkbxB-2ixj45ChdqpxtENEE_3lxC7A4SAoA7orgp1_pmBOLIU5IcB7LaxnbMFNReLQj8MDy2sYUqEaj9GmQX9qT96Dauy2bwasrI7hxO-c_HcSRrxI_wduOmt9YHlJ_ZLv3lM4cXigtjGRCn4olsG_SvxdnchO9ZaHAQQYWBam_a5zHaiJh8aCyliborxTnrQeTT56wvIrXYjH3WmqxxdnFx8iCtuU9VF-5fYLQnZP4Ms9jSYysQYURfghF56NjsuFXAwXLRpWSsQakbbTFh6L1DZbXeWwWQyeecjf4cuuPfndw6__rLtHE71yQIvALfi7qt432WqZ6_bAK9lST2YODc0gGkF45XsV93WwzyFhECxaTCvMeqQceHAjXBE6JQBJ1LKGS4GOkoyqKHF2N7HzMrLmQCSPO5yk_jxl_8-Dfjp3EdGlKl0dmwKacExaKls7SWyTcJ9LoPpNov-we93WIgDfBuBoDgiJ3EH1VrC_NRdWLMeqbloXfMVIZOPcrSo0zQHH6eH46FY_Stae-rEg55ieJQqY0bHWqlLJHbVdGR50s8b3f8O3ov3IunO3GzZVlTnRLri4s17o_xWREpWbk6iVfByRXTDaZu5X3XKsjobUXwZ2wXLLl1g09jqXODhJtq-0Zagjc0cVEDI31Elly9v7ne_tUlAGhigX-x23rTuMGFJrkpLoV0F_5K71Fr9NparDKZlikvFOJAKNt8Gud0OKAykA=",
          "id": "rs_08efd988e539badb016a0c6008afd881919128dd464e2ab917",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating schema version**\n\nI need to update the schema version assertions globally from 33 to 34 before running full tests. However, I wonder if there’s a syntax issue in the dashboard since we ran the backend target without problems. It's crucial to ensure everything's functioning properly before moving on. So, I’ll double-check the syntax and confirm that the update is accurate, then proceed with the full tests to make sure everything is working seamlessly."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Zieltests/Build sind grün. Ich aktualisiere die Schema-Version-Assertions auf 34 und starte die vollständige Verifikation."
            }
          ],
          "id": "msg_08efd988e539badb016a0c600bec0c8191917364a7af2c9489",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_uZeIau85h07gu9V0rHR33oe3",
          "call_id": "call_uZeIau85h07gu9V0rHR33oe3",
          "response_item_id": "fc_08efd988e539badb016a0c600cf30881919654039ed3e3621d",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\nroot=Path('/home/agent/.hermes/repos/FinanceManager/tests/unit')\\ncount=0\\nfor p in root.glob('test_*.py'):\\n    s=p.read_text()\\n    if 'get_schema_version(conn) == 33' in s:\\n        p.write_text(s.replace('get_schema_version(conn) == 33','get_schema_version(conn) == 34'))\\n        count += 1\\nprint(f'updated schema assertions files={count}')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"updated schema assertions files=8\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_uZeIau85h07gu9V0rHR33oe3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_KgHU2RWhTiO1CY20MzBNV5vE",
          "call_id": "call_KgHU2RWhTiO1CY20MzBNV5vE",
          "response_item_id": "fc_08efd988e539badb016a0c601540ec819196e1c2227dbd8eb6",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\ncd frontend\\nnpm test -- --run\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 43%]\\n........................................................................ [ 58%]\\n........................................................................ [ 73%]\\n........................................................................ [ 87%]\\n.............................................................            [100%]\\n493 passed in 55.41s\\n\\n> 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\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\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/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1358ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  841ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  409ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1769ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  980ms\\n     ✓ opens a detail dialog on row click  785ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1724ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  665ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  638ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1552ms\\n     ✓ keeps desktop sidebar but exposes compact mobile navigation points  368ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  676ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2539ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1176ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  712ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 3385ms\\n     ✓ shows source-aware review tabs and candidate type actions  1199ms\\n     ✓ marks a candidate as credit card payment through audited type action  862ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  733ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  589ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 1008ms\\n     ✓ shows tabs, household summary, empty editable ERNE template and mobile cards  376ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 639ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  311ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3686ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1025ms\\n     ✓ shows review candidates without technical user-mode fields  738ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  634ms\\n     ✓ renders category analysis and links category drilldown to data explorer  309ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 576ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 784ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 533ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 654ms\\n     ✓ renders budget 2026, previous year 2025, forecast columns and data-explorer links  370ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 426ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 349ms\\n     ✓ renders the user dashboard shell  345ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 475ms\\n ❯ src/pages/GroceryPriceProvidersV1.test.ts (2 tests | 1 failed) 362ms\\n     ✓ shows Migros Optimizer in desktop sidebar, mobile more menu and fallback drawer 272ms\\n     × does not call providers on render and searches online prices only after explicit click 89ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 398ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 341ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  331ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 413ms\\n     ✓ renders dashboard, import history and review transition without auto booking  411ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 226ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 257ms\\n ✓ src/pages/GroceryMatchingLearningV2.test.ts (2 tests) 389ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 297ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 192ms\\n ✓ src/utils/month.test.ts (1 test) 4ms\\n ✓ src/utils/formatters.test.ts (2 tests) 30ms\\n ✓ src/api/client.test.ts (2 tests) 4ms\\n\\n⎯⎯⎯⎯⎯⎯⎯ Failed Tests 1 ⎯⎯⎯⎯⎯⎯⎯\\n\\n FAIL  src/pages/GroceryPriceProvidersV1.test.ts > Grocery provider navigation and UI > does not call providers on render and searches online prices only after explicit click\\nAssertionError: expected \\\"vi.fn()\\\" to be called with arguments: [ { receipt_id: 'receipt_1', …(6) } ]\\n\\nReceived:\\n\\n  1st vi.fn() call:\\n\\n@@ -4,10 +4,11 @@\\n        \\\"item_1\\\",\\n      ],\\n      \\\"max_products\\\": 5,\\n      \\\"max_retailers\\\": 1,\\n      \\\"only_safe_matches\\\": true,\\n+     \\\"prefer_known_mappings\\\": true,\\n      \\\"receipt_id\\\": \\\"receipt_1\\\",\\n      \\\"retailers\\\": [\\n        \\\"Coop\\\",\\n      ],\\n      \\\"use_cache\\\": true,\\n\\n\\nNumber of calls: 1\\n\\n ❯ src/pages/GroceryPriceProvidersV1.test.ts:39:39\\n\\n\\n⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/1]⎯\\n\\n\\n Test Files  1 failed | 27 passed (28)\\n      Tests  1 failed | 90 passed (91)\\n   Start at  15:06:24\\n   Duration  11.13s (transform 6.26s, setup 6.35s, import 11.02s, tests 24.37s, environment 28.25s)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_KgHU2RWhTiO1CY20MzBNV5vE"
    },
    {
      "role": "assistant",
      "content": "Full-Backend grün; Frontend scheitert nur an veraltetem Test-Contract wegen neuem `prefer_known_mappings`. Ich aktualisiere den Test und wiederhole.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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          "summary": []
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      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Full-Backend grün; Frontend scheitert nur an veraltetem Test-Contract wegen neuem `prefer_known_mappings`. Ich aktualisiere den Test und wiederhole."
            }
          ],
          "id": "msg_08efd988e539badb016a0c60615cc0819193f9c52b613b0a6a",
          "phase": "commentary"
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        {
          "id": "call_lOPIJhMBbMKMREap2GSxwVxp",
          "call_id": "call_lOPIJhMBbMKMREap2GSxwVxp",
          "response_item_id": "fc_08efd988e539badb016a0c60622d3c8191a11fe8911f60ab2f",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    expect(searchGroceryOnlinePrices).toHaveBeenCalledWith({ receipt_id: 'receipt_1', retailers: ['Coop'], included_product_item_ids: ['item_1'], use_cache: true, max_products: 5, max_retailers: 1, only_safe_matches: true, prefer_known_mappings: true })\",\"old_string\":\"    expect(searchGroceryOnlinePrices).toHaveBeenCalledWith({ receipt_id: 'receipt_1', retailers: ['Coop'], included_product_item_ids: ['item_1'], use_cache: true, max_products: 5, max_retailers: 1, only_safe_matches: true })\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\"}"
          }
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n@@ -36,7 +36,7 @@\\n     expect(wrapper.text()).toContain('Cache verwenden')\\n     await (wrapper.vm as any).searchOnlinePrices()\\n     await flushPromises()\\n-    expect(searchGroceryOnlinePrices).toHaveBeenCalledWith({ receipt_id: 'receipt_1', retailers: ['Coop'], included_product_item_ids: ['item_1'], use_cache: true, max_products: 5, max_retailers: 1, only_safe_matches: true })\\n+    expect(searchGroceryOnlinePrices).toHaveBeenCalledWith({ receipt_id: 'receipt_1', retailers: ['Coop'], included_product_item_ids: ['item_1'], use_cache: true, max_products: 5, max_retailers: 1, only_safe_matches: true, prefer_known_mappings: true })\\n     expect(wrapper.text()).toContain('Prix Garantie Milch 1L')\\n     expect(wrapper.text()).toContain('https://www.coop.ch/milch')\\n     expect(wrapper.text()).toContain('Aktualisiert am')\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\"], \"lint\": {\"status\": \"error\", \"output\": \"error TS5112: tsconfig.json is present but will not be loaded if files are specified on commandline. Use '--ignoreConfig' to skip this error.\", \"message\": \"Pre-existing lint errors — this edit didn't introduce new ones but the file is still broken.\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts was modified by sibling subagent '20260519_131636_40a165' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
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      "name": "terminal",
      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 43%]\\n........................................................................ [ 58%]\\n........................................................................ [ 73%]\\n........................................................................ [ 87%]\\n.............................................................            [100%]\\n493 passed in 56.60s\\n\\n> 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/GroceryPriceProvidersV1.test.ts (2 tests | 1 failed) 297ms\\n     ✓ shows Migros Optimizer in desktop sidebar, mobile more menu and fallback drawer 212ms\\n     × does not call providers on render and searches online prices only after explicit click 84ms\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\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\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1672ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  889ms\\n     ✓ opens a detail dialog on row click  782ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\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 (5 tests) 1905ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  666ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  855ms\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1542ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  676ms\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2467ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1136ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  704ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 3420ms\\n     ✓ shows source-aware review tabs and candidate type actions  1164ms\\n     ✓ marks a candidate as credit card payment through audited type action  800ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  840ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  613ms\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1514ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  837ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  476ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3715ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1231ms\\n     ✓ shows review candidates without technical user-mode fields  704ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  510ms\\n     ✓ renders category analysis and links category drilldown to data explorer  359ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 1018ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 519ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 718ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  323ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 641ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  334ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 552ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 589ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 400ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 581ms\\n     ✓ uses native iPhone-safe anchors for every primary bottom item with one-tap targets  305ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 346ms\\n     ✓ renders dashboard, import history and review transition without auto booking  345ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 352ms\\n ✓ src/pages/GroceryMatchingLearningV2.test.ts (2 tests) 454ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 386ms\\n     ✓ renders the user dashboard shell  384ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 325ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 216ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 183ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 197ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 255ms\\n ✓ src/utils/formatters.test.ts (2 tests) 23ms\\n ✓ src/utils/month.test.ts (1 test) 4ms\\n ✓ src/api/client.test.ts (2 tests) 5ms\\n\\n⎯⎯⎯⎯⎯⎯⎯ Failed Tests 1 ⎯⎯⎯⎯⎯⎯⎯\\n\\n FAIL  src/pages/GroceryPriceProvidersV1.test.ts > Grocery provider navigation and UI > does not call providers on render and searches online prices only after explicit click\\nAssertionError: expected 'Budget · Migros OptimizerMigros Produ…' to contain 'akzeptieren'\\n\\nExpected: \\\"akzeptieren\\\"\\nReceived: \\\"Budget · Migros OptimizerMigros Product Savings & Grocery OptimizerProduktebene für Essen & Haushalt: Migros-Bon auswählen, Artikel normalisieren, reviewbare Alternativen bei Schweizer Grossisten vergleichen und Einkaufslisten bis maximal 3 Läden erstellen. Keine medizinische Bewertung, keine Bestellung.AktualisierenDemo-Bon anlegenPreise online suchenAnalyse startenReport erzeugenGesundheitsanalyse später: health_analysis_status ist vorbereitet, aber Histamin/Behçet/Trigger werden in v1 nicht bewertet.Bon auswählen2026-05-19 · Migros Test1 Artikel · Gesamtbetrag lokal sichtbarBon-ID: receipt_1…ArtikellisteMilch 1LNormalisiert: milchMenge: 1L · Preis: 1.50 CHFGesundheitsanalyse späterOnline-Preissuche Coop Migros Aldi Lidl Denner Otto's Cache verwenden nur sichere MatchesProvider werden nur nach Klick auf „Preise online suchen“ aufgerufen. Keine Provider-Calls beim Seiten-Rendern.Coop · Prix Garantie Milch 1LPreis: 1.20 CHF · Einheitspreis: 1.20/lConfidence 0.86 · Qualitätsflag close_matchhttps://www.coop.ch/milchAktualisiert am 2026-05-19T10:00:00Z · Quelle —AkzeptierenAblehnenSpäter prüfenDetails öffnenManuell zuordnenFalls Websuche nichts findet: Händler, Produkt und Quelle manuell speichern. Keine medizinische Bewertung.CoopDennerAldi SuisseLidlOtto'smanual_matchexact_matchclose_matchcheaper_private_labelAls bevorzugte Alternative speichern\\\"\\n\\n ❯ src/pages/GroceryPriceProvidersV1.test.ts:43:28\\n     41|     expect(wrapper.text()).toContain('https://www.coop.ch/milch')\\n     42|     expect(wrapper.text()).toContain('Aktualisiert am')\\n     43|     expect(wrapper.text()).toContain('akzeptieren')\\n       |                            ^\\n     44|     expect(wrapper.text()).toContain('ablehnen')\\n     45|   })\\n\\n⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/1]⎯\\n\\n\\n Test Files  1 failed | 27 passed (28)\\n      Tests  1 failed | 90 passed (91)\\n   Start at  15:07:53\\n   Duration  11.28s (transform 6.68s, setup 6.15s, import 10.76s, tests 24.29s, environment 28.20s)\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
      "tool_call_id": "call_jvLv2e4X9tELqJGlHxO6fJA2"
    },
    {
      "role": "assistant",
      "content": "Noch ein alter UI-Text-Test (`akzeptieren` lowercase) kollidiert mit neuem Button-Label `Akzeptieren`. Ich aktualisiere den Contract und wiederhole gezielt, dann full.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqDGDAhqWantasX3psgtWF3oV0SLlHyzlyksA8Xr81m5N0-DpYkSAHmJ0C2XfNU6_gavuy951E7Ajuc-m3JKYO-x7SZeOchC2TLH_1HM6vqfuaiCjynAEOsHyHdiSrUGl9VSvz0AfbBhjYpBZ4UMeTdY9Gzx2oXGQxjCDuJGUu8S5vUbEoRF0NthJNJEo6pics8Y0EiOjrptwcDydG7eBNFKlo_ogxS-ZiDSlXFrukVhL7yZuEC8z5RMjIdI9rzybmS7LtTQBgZL3xhl-5paFIY-y7iLgpGVwmRQrnGTL0AAY6oLY7s6ASvwByIIZ9LNRn61Nm889woP2nOzj9UIGbr9CmotKxiDrmRWqp-hO1Z3-zjQXCflwbK9Zj_nHBHwYMJ_m3Zd5wVxR9Imf-Or_mYVYFXGHMHs4h56_VvhH9IK0YhlU6QgKYUOEx3x7ADsOPgnLaJPxmwpxlRU0HdVn-AAye5uUWt2_WEEFxkL4LkI9SH-p1M9SFJJVEyU4vPF0ibBHRK9rNAUaqcpGLepZaEjbr6dymwY6wB_XOCa99m60Hyr6pIsUfWFq82efTQjW13mZt7rmvnQHasO_3WQiWoch_Xi-91cSWeCEIYSf1CFkfC5nrLIu5Es8700FA8i2hLX0ztvZBAyUe1p1wViZvxkpuL65Z63_4hgKwiIEOnAGMSOts8bDTKrnI04Ae9qDpfnopcrvAYvzYBDaDHFW3yediJNHjKadmaSsNE8gnAgdG8-MjoT8GTyM1OHJ8Tg6-hoAdGbzfPJ25vH6_ktqa2JZS5bEjL0PIUhGOmhkwb_F53DFfnkHcUm3DPSPIp6YXsRht7yE4N1a5U9dLvI91ZnFh-MTq-N8BSdhOfaaDza4kKHHqn4IOMaQpWzHjwFy6zjx3kzDLPhiQWzzwI4ei7Cx43oPz7uLD6SFrxtv-1u303njWUW1GNHMOxgS7MQm5da1Q",
          "id": "rs_08efd988e539badb016a0c60bb33208191980ef419bd8b4415",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Noch ein alter UI-Text-Test (`akzeptieren` lowercase) kollidiert mit neuem Button-Label `Akzeptieren`. Ich aktualisiere den Contract und wiederhole gezielt, dann full."
            }
          ],
          "id": "msg_08efd988e539badb016a0c60c026fc819199733e472ad252fc",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_A8mOavjb5ajpVHrdcUML4US9",
          "call_id": "call_A8mOavjb5ajpVHrdcUML4US9",
          "response_item_id": "fc_08efd988e539badb016a0c60c052788191bfd626121d7cc849",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    expect(wrapper.text()).toContain('Akzeptieren')\\n    expect(wrapper.text()).toContain('Ablehnen')\",\"old_string\":\"    expect(wrapper.text()).toContain('akzeptieren')\\n    expect(wrapper.text()).toContain('ablehnen')\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\\n@@ -40,7 +40,7 @@\\n     expect(wrapper.text()).toContain('Prix Garantie Milch 1L')\\n     expect(wrapper.text()).toContain('https://www.coop.ch/milch')\\n     expect(wrapper.text()).toContain('Aktualisiert am')\\n-    expect(wrapper.text()).toContain('akzeptieren')\\n-    expect(wrapper.text()).toContain('ablehnen')\\n+    expect(wrapper.text()).toContain('Akzeptieren')\\n+    expect(wrapper.text()).toContain('Ablehnen')\\n   })\\n })\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/GroceryPriceProvidersV1.test.ts\"], \"lint\": {\"status\": \"error\", \"output\": \"error TS5112: tsconfig.json is present but will not be loaded if files are specified on commandline. Use '--ignoreConfig' to skip this error.\", \"message\": \"Pre-existing lint errors — this edit didn't introduce new ones but the file is still broken.\"}}",
      "tool_call_id": "call_A8mOavjb5ajpVHrdcUML4US9"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_A0VIvYW1iJi30RAFcmPOk3d7",
          "call_id": "call_A0VIvYW1iJi30RAFcmPOk3d7",
          "response_item_id": "fc_08efd988e539badb016a0c60c6fe08819191ba457b03ead9ac",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd frontend\\nnpm test -- --run src/pages/GroceryPriceProvidersV1.test.ts src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run src/pages/GroceryPriceProvidersV1.test.ts src/pages/GroceryMatchingLearningV2.test.ts src/pages/BudgetGroceryOptimizerPage.test.ts\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 233ms\\n ✓ src/pages/GroceryMatchingLearningV2.test.ts (2 tests) 236ms\\n ✓ src/pages/GroceryPriceProvidersV1.test.ts (2 tests) 253ms\\n\\n Test Files  3 passed (3)\\n      Tests  6 passed (6)\\n   Start at  15:08:25\\n   Duration  1.49s (transform 841ms, setup 439ms, import 1.05s, tests 722ms, environment 1.87s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CfEHrlOc.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 kB\\ndist/assets/portfolio-Dgw_YOLe.js                      0.23 kB │ gzip:   0.19 kB\\ndist/assets/MoneyValue-DQ6puNds.js                     0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-BQgHtzAN.js                  0.41 kB │ gzip:   0.29 kB\\ndist/assets/formatters-7zuAcqgS.js                     0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-C4kAkVm1.js                         0.56 kB │ gzip:   0.26 kB\\ndist/assets/equity-BDHol0KS.js                         0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-NIYamjIJ.js                      0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-DTa6p52T.js                     0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-Cx8WPtHC.js                    0.72 kB │ gzip:   0.46 kB\\ndist/assets/RoadmapPage-ConhpaPP.js                    0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                         0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-DRph7MMf.js                    0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-1tcotBti.js                  1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-BWm00hXR.js                   1.14 kB │ gzip:   0.70 kB\\ndist/assets/auto-DAqH_AMk.js                           1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-DMKmMi61.js                 1.20 kB │ gzip:   0.73 kB\\ndist/assets/PositionTable-SgMG36Nv.js                  1.31 kB │ gzip:   0.73 kB\\ndist/assets/toolbar-DmGcNXBD.js                        1.36 kB │ gzip:   0.60 kB\\ndist/assets/AllocationBars-DPgm4C_G.js                 1.54 kB │ gzip:   0.82 kB\\ndist/assets/card-CbnvqtvM.js                           2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-vriTbmGU.js                2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-BcgEMakh.js             2.77 kB │ gzip:   1.20 kB\\ndist/assets/ReportsPage-DvaGSQLZ.js                    3.07 kB │ gzip:   1.58 kB\\ndist/assets/chart-DAy64QBQ.js                          3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-CuwE-6uZ.js            3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-CkO2PhAs.js                  4.12 kB │ gzip:   1.75 kB\\ndist/assets/CategoryAnalysisPage-B26CMFNj.js           5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-BcXLYkwC.js          5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-BOXd1RHi.js                    5.81 kB │ gzip:   2.45 kB\\ndist/assets/BudgetMonthlyImportPage-087T0CiZ.js        5.92 kB │ gzip:   2.33 kB\\ndist/assets/BudgetVsActualPage-DkwcaXtz.js             6.77 kB │ gzip:   2.39 kB\\ndist/assets/BudgetOverviewPage-Bi6uGQ39.js             6.88 kB │ gzip:   2.73 kB\\ndist/assets/CommandCenter-C9-z9Kq_.js                  6.99 kB │ gzip:   2.63 kB\\ndist/assets/BudgetStatusPage-DA0O7tsd.js               7.13 kB │ gzip:   2.60 kB\\ndist/assets/budget-DTQukmBc.js                         7.39 kB │ gzip:   1.94 kB\\ndist/assets/BudgetSetupPage-B_Rpn5LU.js                8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetRecurringPage-B6ysHqVj.js            9.87 kB │ gzip:   3.14 kB\\ndist/assets/DataExplorerPage-Bvnn8nkd.js              10.35 kB │ gzip:   3.55 kB\\ndist/assets/BudgetRulesPage-BJsUwc8h.js               10.99 kB │ gzip:   3.11 kB\\ndist/assets/BudgetCategoriesPage-DbF_fslE.js          12.46 kB │ gzip:   4.01 kB\\ndist/assets/BudgetGroceryOptimizerPage-C-5b4JPk.js    13.25 kB │ gzip:   4.40 kB\\ndist/assets/message-DmCAEvFQ.js                       14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetPlanningPage-Bt9Hutgv.js            16.59 kB │ gzip:   5.17 kB\\ndist/assets/CryptoPage-DwQW_CYW.js                    17.51 kB │ gzip:   5.40 kB\\ndist/assets/BudgetTransactionsPage-DI_fB3sR.js        19.90 kB │ gzip:   6.44 kB\\ndist/assets/EquityPage-D6SmHwez.js                    20.35 kB │ gzip:   5.62 kB\\ndist/assets/PositionAddPage-C1WaERfT.js               20.98 kB │ gzip:   5.88 kB\\ndist/assets/BudgetIncomePage-DF5iFwMC.js              32.64 kB │ gzip:   8.22 kB\\ndist/assets/BudgetImportReviewPage-DmNEtAWy.js        40.31 kB │ gzip:  11.50 kB\\ndist/assets/tag-DNlEwQaK.js                           84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-BoPAk0S7.js                    305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-Dv1DvBYn.js                        630.48 kB │ gzip: 177.00 kB\\n\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\\n✓ built in 1.56s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_A0VIvYW1iJi30RAFcmPOk3d7"
    },
    {
      "role": "assistant",
      "content": "Target-Frontend ist grün. Ich wiederhole jetzt Full Verification komplett.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Target-Frontend ist grün. Ich wiederhole jetzt Full Verification komplett."
            }
          ],
          "id": "msg_08efd988e539badb016a0c60d4a3448191932fe31e9cc0dce6",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_92kQ1c85UhtjeSVpJFG9nKmW",
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          "response_item_id": "fc_08efd988e539badb016a0c60d533708191831984e3804201e5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\ncd frontend\\nnpm test -- --run\\nnpm run build\\n\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"........................................................................ [ 14%]\\n........................................................................ [ 29%]\\n........................................................................ [ 43%]\\n........................................................................ [ 58%]\\n........................................................................ [ 73%]\\n........................................................................ [ 87%]\\n.............................................................            [100%]\\n493 passed in 57.03s\\n\\n> 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\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1474ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  773ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  548ms\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1599ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  869ms\\n     ✓ opens a detail dialog on row click  728ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\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\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\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 (5 tests) 2032ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  594ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  953ms\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1532ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  644ms\\n ✓ src/pages/BudgetImportProductionV2.test.ts (4 tests) 2842ms\\n     ✓ shows source-aware review tabs and candidate type actions  796ms\\n     ✓ marks a candidate as credit card payment through audited type action  784ms\\n     ✓ shows bulk toolbar state, applies category to selected candidates, and keeps partial feedback visible  615ms\\n     ✓ opens bulk confirm preview dialog and disables final confirm when blockers exist  645ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2834ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1204ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  701ms\\n     ✓ renders transfer list with from/to accounts  460ms\\n ✓ src/pages/BudgetIncomePage.test.ts (6 tests) 986ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 978ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  365ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 407ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3883ms\\n     ✓ shows clean Budget, Transaktionen, Analyse and Setup navigation groups without duplicate review pages  325ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  838ms\\n     ✓ shows review candidates without technical user-mode fields  959ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  561ms\\n     ✓ renders category analysis and links category drilldown to data explorer  505ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 551ms\\n     ✓ Portfolio page auto-loads asset/platform overview and top positions  305ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 674ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  345ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 514ms\\n ✓ src/pages/BudgetCategoriesPage.test.ts (3 tests) 469ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 468ms\\n     ✓ renders finance command center kpis monthly close imports compact sections and todos  382ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/planning\\\"\\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/analysis/budget-vs-actual\\\"\\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/monthly-import\\\"\\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/income/actual\\\"\\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/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/grocery-optimizer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\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/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 479ms\\n     ✓ renders the user dashboard shell  477ms\\n ✓ src/pages/BudgetPlanningPage.test.ts (3 tests) 646ms\\n     ✓ renders budget 2026, previous year 2025, forecast columns and data-explorer links  354ms\\n ✓ src/pages/BudgetMonthlyImportPage.test.ts (1 test) 253ms\\n ✓ src/pages/GroceryPriceProvidersV1.test.ts (2 tests) 382ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 534ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  512ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 245ms\\n ✓ src/pages/ReportsPage.test.ts (1 test) 210ms\\n ✓ src/pages/BudgetGroceryOptimizerPage.test.ts (2 tests) 284ms\\n ✓ src/pages/GroceryMatchingLearningV2.test.ts (2 tests) 364ms\\n ✓ src/pages/BudgetRecurringPage.test.ts (1 test) 182ms\\n ✓ src/utils/formatters.test.ts (2 tests) 15ms\\n ✓ src/api/client.test.ts (2 tests) 5ms\\n ✓ src/utils/month.test.ts (1 test) 3ms\\n\\n Test Files  28 passed (28)\\n      Tests  91 passed (91)\\n   Start at  15:09:37\\n   Duration  11.38s (transform 5.73s, setup 6.46s, import 10.65s, tests 24.84s, environment 27.80s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 369 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                        0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2                 35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf                   84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff                  85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot                   85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg                  342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-BMZrR7-x.css              0.12 kB │ gzip:   0.12 kB\\ndist/assets/ReportsPage-CqBWvHJN.css                   0.21 kB │ gzip:   0.15 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css            0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetRecurringPage-D6HtQ9Wm.css           0.43 kB │ gzip:   0.22 kB\\ndist/assets/BudgetMonthlyImportPage-Bfskf1qM.css       0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetPlanningPage-C7R-DDrQ.css            0.46 kB │ gzip:   0.23 kB\\ndist/assets/BudgetCategoriesPage-DTdQz_j1.css          0.47 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-Cz-qBzD4.css               0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css               0.64 kB │ gzip:   0.30 kB\\ndist/assets/BudgetGroceryOptimizerPage-CfEHrlOc.css    0.84 kB │ gzip:   0.32 kB\\ndist/assets/CommandCenter-SmpHf3r7.css                 0.85 kB │ gzip:   0.38 kB\\ndist/assets/index-CobO2wpv.css                        41.40 kB │ gzip:   9.52 kB\\ndist/assets/month-BBSPVD2y.js                          0.11 kB │ gzip:   0.12 kB\\ndist/assets/runtime-CzFtCkch.js                        0.14 kB │ gzip:   0.13 kB\\ndist/assets/portfolio-Dgw_YOLe.js                      0.23 kB │ gzip:   0.19 kB\\ndist/assets/MoneyValue-DQ6puNds.js                     0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-BQgHtzAN.js                  0.41 kB │ gzip:   0.29 kB\\ndist/assets/formatters-7zuAcqgS.js                     0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-C4kAkVm1.js                         0.56 kB │ gzip:   0.26 kB\\ndist/assets/equity-BDHol0KS.js                         0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-NIYamjIJ.js                      0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-DTa6p52T.js                     0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-Cx8WPtHC.js                    0.72 kB │ gzip:   0.46 kB\\ndist/assets/RoadmapPage-ConhpaPP.js                    0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                         0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-DRph7MMf.js                    0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-1tcotBti.js                  1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-BWm00hXR.js                   1.14 kB │ gzip:   0.70 kB\\ndist/assets/auto-DAqH_AMk.js                           1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-DMKmMi61.js                 1.20 kB │ gzip:   0.73 kB\\ndist/assets/PositionTable-SgMG36Nv.js                  1.31 kB │ gzip:   0.73 kB\\ndist/assets/toolbar-DmGcNXBD.js                        1.36 kB │ gzip:   0.60 kB\\ndist/assets/AllocationBars-DPgm4C_G.js                 1.54 kB │ gzip:   0.82 kB\\ndist/assets/card-CbnvqtvM.js                           2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-vriTbmGU.js                2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-BcgEMakh.js             2.77 kB │ gzip:   1.20 kB\\ndist/assets/ReportsPage-DvaGSQLZ.js                    3.07 kB │ gzip:   1.58 kB\\ndist/assets/chart-DAy64QBQ.js                          3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-CuwE-6uZ.js            3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-CkO2PhAs.js                  4.12 kB │ gzip:   1.75 kB\\ndist/assets/CategoryAnalysisPage-B26CMFNj.js           5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-BcXLYkwC.js          5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-BOXd1RHi.js                    5.81 kB │ gzip:   2.45 kB\\ndist/assets/BudgetMonthlyImportPage-087T0CiZ.js        5.92 kB │ gzip:   2.33 kB\\ndist/assets/BudgetVsActualPage-DkwcaXtz.js             6.77 kB │ gzip:   2.39 kB\\ndist/assets/BudgetOverviewPage-Bi6uGQ39.js             6.88 kB │ gzip:   2.73 kB\\ndist/assets/CommandCenter-C9-z9Kq_.js                  6.99 kB │ gzip:   2.63 kB\\ndist/assets/BudgetStatusPage-DA0O7tsd.js               7.13 kB │ gzip:   2.60 kB\\ndist/assets/budget-DTQukmBc.js                         7.39 kB │ gzip:   1.94 kB\\ndist/assets/BudgetSetupPage-B_Rpn5LU.js                8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetRecurringPage-B6ysHqVj.js            9.87 kB │ gzip:   3.14 kB\\ndist/assets/DataExplorerPage-Bvnn8nkd.js              10.35 kB │ gzip:   3.55 kB\\ndist/assets/BudgetRulesPage-BJsUwc8h.js               10.99 kB │ gzip:   3.11 kB\\ndist/assets/BudgetCategoriesPage-DbF_fslE.js          12.46 kB │ gzip:   4.01 kB\\ndist/assets/BudgetGroceryOptimizerPage-C-5b4JPk.js    13.25 kB │ gzip:   4.40 kB\\ndist/assets/message-DmCAEvFQ.js                       14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetPlanningPage-Bt9Hutgv.js            16.59 kB │ gzip:   5.17 kB\\ndist/assets/CryptoPage-DwQW_CYW.js                    17.51 kB │ gzip:   5.40 kB\\ndist/assets/BudgetTransactionsPage-DI_fB3sR.js        19.90 kB │ gzip:   6.44 kB\\ndist/assets/EquityPage-D6SmHwez.js                    20.35 kB │ gzip:   5.62 kB\\ndist/assets/PositionAddPage-C1WaERfT.js               20.98 kB │ gzip:   5.88 kB\\ndist/assets/BudgetIncomePage-DF5iFwMC.js              32.64 kB │ gzip:   8.22 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Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_92kQ1c85UhtjeSVpJFG9nKmW"
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      "role": "assistant",
      "content": "Full Verification ist grün: Backend `493 passed`, Frontend `91 passed`, Build OK. Ich ergänze noch eine kurze Provider-v2-Statusnotiz und mache dann Scans/Git-Safety/Review.",
      "reasoning": "**Reviewing provider documentation**\n\nI need to review the scans and check the provider documents, but it seems like there might not be an update needed. The user asked if further providers were checked, so maybe I should consider adding a note in the document. Updating the strategy document could be helpful. Plus, I need to ensure that small documentation is controlled and that the necessary tests are completed. There's a bit to do!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Reviewing provider documentation**\n\nI need to review the scans and check the provider documents, but it seems like there might not be an update needed. The user asked if further providers were checked, so maybe I should consider adding a note in the document. Updating the strategy document could be helpful. Plus, I need to ensure that small documentation is controlled and that the necessary tests are completed. There's a bit to do!",
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              "text": "**Reviewing provider documentation**\n\nI need to review the scans and check the provider documents, but it seems like there might not be an update needed. The user asked if further providers were checked, so maybe I should consider adding a note in the document. Updating the strategy document could be helpful. Plus, I need to ensure that small documentation is controlled and that the necessary tests are completed. There's a bit to do!"
            }
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          "role": "assistant",
          "status": "completed",
          "content": [
            {
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              "text": "Full Verification ist grün: Backend `493 passed`, Frontend `91 passed`, Build OK. Ich ergänze noch eine kurze Provider-v2-Statusnotiz und mache dann Scans/Git-Safety/Review."
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            "arguments": "{\"content\":\"# Grocery Optimizer Provider & Matching Learning v2 Notes\\n\\n## Scope\\n\\nDieser Sprint fokussiert Produkt-Matching, Review und Lernen. Keine medizinische Analyse, keine automatische Bestellung, kein Login-Scraping und keine Massenscrapes.\\n\\n## Provider-Status v2\\n\\n- Coop: v1 Provider bleibt kontrolliert und explizit ausgelöst; Parser/Cache sind testbar. Für produktive breite Nutzung weiterhin nur Low-volume und cache-first.\\n- Migros: v1 Provider bleibt kontrolliert und explizit ausgelöst. Der Migros-Bon ist Quelle für Originalprodukte; Live-Migros-Produktseiten sind nicht zwingend für Savings-Mapping.\\n- Denner: in v2 nicht aggressiv ausgebaut. Manuelle Zuordnung ist der sichere Pfad, bis öffentliche Such-/Produktseiten stabil und AGB-sicher bewertet sind.\\n- Aldi Suisse: Skeleton bleibt; kein aggressives Scraping.\\n- Lidl Schweiz: Skeleton bleibt; kein aggressives Scraping.\\n- Otto's: Skeleton bleibt; kein aggressives Scraping.\\n\\n## Matching-Learning Entscheidung\\n\\nAkzeptierte Matches werden in `grocery_product_mappings` gespeichert und beim nächsten Bon bevorzugt. Abgelehnte Matches werden ebenfalls dauerhaft gespeichert und blockieren erneute Vorschläge, außer ein späterer Reset-/Archiv-Flow wird explizit gebaut.\\n\\n## Preis-Policy\\n\\n- Preise dürfen nicht erfunden werden.\\n- Sichere Ersparnis nur mit CHF-Preis und Quelle/Timestamp.\\n- Fehlender oder veralteter Preis bleibt review-/refresh-pflichtig.\\n- Websuche bleibt expliziter Button-Klick.\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/docs/grocery/product-matching-learning-v2.md\"}"
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      "name": "write_file",
      "content": "{\"bytes_written\": 1463, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .md files\"}}",
      "tool_call_id": "call_liIbKPTpSbWNoeHHlZsoQzHh"
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    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_J9raiWnP1u77mvvjbaTUQTQX",
          "call_id": "call_J9raiWnP1u77mvvjbaTUQTQX",
          "response_item_id": "fc_08efd988e539badb016a0c6139f7e481918e95f1adc5901b0b",
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          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Preflight: Branch erstellen; bestehende Grocery Provider/Optimizer/API/UI inventarisieren\",\"id\":\"gml2-0\",\"status\":\"completed\"},{\"content\":\"RED-Tests: persistente Mappings, accept/reject/manual, Reuse ohne Provider, Cache-Status, Einkaufsliste/Report/UI\",\"id\":\"gml2-1\",\"status\":\"completed\"},{\"content\":\"Backend: Mapping-Tabelle/Migration, Review-Actions API, bekannte Mappings, Preisstatus/Refresh, Report/Einkaufsliste verbessern\",\"id\":\"gml2-2\",\"status\":\"completed\"},{\"content\":\"Frontend: Review-Workflow, manuelle Zuordnung, bekannte Mappings, Preis aktualisieren, sichere Buttons\",\"id\":\"gml2-3\",\"status\":\"completed\"},{\"content\":\"Provider-Check/Docs: Coop/Migros stabilisieren, Denner/Aldi/Lidl/Otto Status kontrolliert dokumentieren\",\"id\":\"gml2-4\",\"status\":\"completed\"},{\"content\":\"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\",\"id\":\"gml2-5\",\"status\":\"in_progress\"}]}"
          }
        }
      ]
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    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"gml2-0\", \"content\": \"Preflight: Branch erstellen; bestehende Grocery Provider/Optimizer/API/UI inventarisieren\", \"status\": \"completed\"}, {\"id\": \"gml2-1\", \"content\": \"RED-Tests: persistente Mappings, accept/reject/manual, Reuse ohne Provider, Cache-Status, Einkaufsliste/Report/UI\", \"status\": \"completed\"}, {\"id\": \"gml2-2\", \"content\": \"Backend: Mapping-Tabelle/Migration, Review-Actions API, bekannte Mappings, Preisstatus/Refresh, Report/Einkaufsliste verbessern\", \"status\": \"completed\"}, {\"id\": \"gml2-3\", \"content\": \"Frontend: Review-Workflow, manuelle Zuordnung, bekannte Mappings, Preis aktualisieren, sichere Buttons\", \"status\": \"completed\"}, {\"id\": \"gml2-4\", \"content\": \"Provider-Check/Docs: Coop/Migros stabilisieren, Denner/Aldi/Lidl/Otto Status kontrolliert dokumentieren\", \"status\": \"completed\"}, {\"id\": \"gml2-5\", \"content\": \"Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check, Review\", \"status\": \"in_progress\"}, {\"id\": \"gml2-6\", \"content\": \"Restart/Tailscale Browser sanity, Commit, Push, Abschlussbericht\", \"status\": \"pending\"}], \"summary\": {\"total\": 7, \"pending\": 1, \"in_progress\": 1, \"completed\": 5, \"cancelled\": 0}}",
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    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_Z8ezMH6x0N0NG7xXPrMURxOI",
          "call_id": "call_Z8ezMH6x0N0NG7xXPrMURxOI",
          "response_item_id": "fc_08efd988e539badb016a0c6141d6b881918e825fa0514978b1",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport shutil\\nfor p in Path('.').rglob('__pycache__'):\\n    shutil.rmtree(p, ignore_errors=True)\\nfor p in [Path('.pytest_cache'), Path('frontend/.pytest_cache')]:\\n    shutil.rmtree(p, ignore_errors=True)\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nimport subprocess\\nchanged = [line.strip() for line in subprocess.check_output(['git','diff','--name-only']).decode().splitlines() if line.strip()]\\nchanged += [line.strip()[3:] for line in subprocess.check_output(['git','status','--short']).decode().splitlines() if line.startswith('?? ')]\\npatterns = ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']\\nhits=[]\\nfor s in sorted(set(changed)):\\n    p=Path(s)\\n    if not p.is_file() or 'frontend/dist/' in s: continue\\n    txt=p.read_text(errors='ignore')\\n    for pat in patterns:\\n        if pat.lower() in txt.lower(): hits.append((s, pat))\\nif hits:\\n    print('changed_file_secret_hits=', hits); raise SystemExit(1)\\nprint('changed_files_secret_scan=OK')\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*'):\\n    if p.is_file() and p.suffix in {'.js','.css','.html','.map'}:\\n        txt=p.read_text(errors='ignore')\\n        for pat in ['github_pat_', 'ghp_', 'OPENFIGI_API_KEY=', 'OPENFIGI_KEY=', 'api_key=', 'password=', 'Bearer ']:\\n            if pat.lower() in txt.lower(): hits.append((str(p), pat))\\nif hits:\\n    print('dist_secret_hits=', hits[:20]); raise SystemExit(1)\\nprint('frontend_build_secret_scan=OK')\\nPY\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf|frontend/dist/|reports/)'; then echo 'unsafe artifact in working tree'; exit 1; fi\\ngit diff --check\\nprintf 'git_safety_artifacts=OK\\\\ngit_diff_check=OK\\\\n'\\n\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "{\"output\": \"changed_files_secret_scan=OK\\nfrontend_build_secret_scan=OK\\ngit_safety_artifacts=OK\\ngit_diff_check=OK\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_Z8ezMH6x0N0NG7xXPrMURxOI"
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    {
      "role": "assistant",
      "content": "Scans/Git-Safety sind sauber. Ich lasse jetzt einen fokussierten Pre-Commit-Review auf die Mapping-/Learning-Logik laufen.",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_message_items": [
        {
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          "content": [
            {
              "type": "output_text",
              "text": "Scans/Git-Safety sind sauber. Ich lasse jetzt einen fokussierten Pre-Commit-Review auf die Mapping-/Learning-Logik laufen."
            }
          ],
          "id": "msg_08efd988e539badb016a0c615078148191a1fc49ac97456dec",
          "phase": "commentary"
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          "call_id": "call_a2I7i5BsXMrohiSU2QnBQoD5",
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          "function": {
            "name": "delegate_task",
            "arguments": "{\"goal\":\"Independent pre-commit review of Grocery Optimizer Product Matching Review & Learning v2 diff. Focus on security_concerns and logic_errors: persistent mapping acceptance/rejection, rejected matches not suggested again, known mapping reuse without provider calls, price provenance/no invented prices, cache status, runtime-only reports, no provider calls on render, no medical analysis, no secrets/runtime artifacts. Return ONLY JSON with passed, security_concerns, logic_errors, suggestions, summary.\",\"context\":\"Project FinanceManager branch feat/grocery-matching-review-learning-v2. Constraints: no medical/histamine/Behcet analysis; no auto-ordering; no login scraping or aggressive scrapes; no runtime DB/reports/secrets in Git; no API keys frontend; prices only with source URL/timestamp; websearch only explicit click; cache. Changes: migration 34 adds grocery_product_mappings; grocery_optimizer adds accept_grocery_product_match, reject_grocery_product_match, create_manual_grocery_mapping, refresh_grocery_mapping_price, known_mappings_for_item; run_grocery_optimization uses accepted mappings and marks rejected/no safe products; report includes known mappings; grocery_price_providers search_and_store_product_matches uses known mappings before providers, skips provider if accepted/rejected mapping found, returns known_mapping_hits and match_id for review actions; FastAPI endpoints for accept/reject/manual/refresh; Vue page shows known mappings/cache status, accept/reject/später prüfen/details, manual mapping form, price refresh buttons. Verification: compile OK, pytest 493 passed, Vitest 91 passed, npm build OK, secret scans OK, Git-safety OK, diff-check OK.\",\"toolsets\":[\"terminal\"]}"
          }
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    },
    {
      "role": "tool",
      "name": "delegate_task",
      "content": "{\"results\": [{\"task_index\": 0, \"status\": \"completed\", \"summary\": \"{\\\"passed\\\":false,\\\"security_concerns\\\":[\\\"src/jarvis_finance/services/grocery_optimizer.py:174-178 and src/jarvis_finance/api/routers/budget.py:182-184: manual mappings accept arbitrary target_retailer, target_product_url, match_type, and price fields without the SAFE_RETAILERS validation used by upsert_product_match. The URL is later rendered as an href in frontend/src/pages/BudgetGroceryOptimizerPage.vue, so javascript:/data:/non-HTTPS/internal URLs can be persisted and exposed to users. This is also risky if the refresh flow later starts fetching mapping URLs.\\\",\\\"src/jarvis_finance/api/routers/budget.py:171-189: accept/reject/manual/refresh endpoints take raw identifiers and payload dicts with no schema validation or ownership/scope checks in this diff. If the app is multi-user or exposed beyond local use, another caller could accept/reject/refresh mappings by guessing IDs.\\\"],\\\"logic_errors\\\":[\\\"src/jarvis_finance/services/grocery_optimizer.py:182-190: refresh_grocery_mapping_price only updates last_price_checked_at/updated_at and returns cache_status; it does not fetch or verify a current price and does not update target_price_text from a sourced provider/cache row. This creates false price provenance/freshness and conflicts with the requirement that prices have real source URL/timestamp and no invented freshness.\\\",\\\"src/jarvis_finance/services/grocery_price_providers.py:336-338: provider results that cannot calculate savings or lack normalized price are returned to the UI but are not persisted via upsert_product_match, so they have no match_id. The Accept/Reject buttons are disabled for these reviewable matches, meaning users cannot reject them and they can be suggested again on later searches.\\\",\\\"src/jarvis_finance/services/grocery_price_providers.py:318-322 and src/jarvis_finance/services/grocery_optimizer.py:220-227: a single rejected mapping for a normalized Migros product blocks all later provider searches/optimization for that product, regardless of target retailer/product URL. This satisfies 'do not suggest the exact rejected match again' only by over-blocking; it can suppress valid alternative products from other retailers.\\\",\\\"src/jarvis_finance/services/grocery_price_providers.py:311-317: accepted known mappings are reused without provider calls, which is good, but mappings with no target_price_text still short-circuit provider lookup and return needs_review. This can permanently prevent discovering a sourced price unless the user deletes/resets the mapping.\\\",\\\"src/jarvis_finance/services/grocery_optimizer.py:174-178: manual price entry is treated as accepted and last_price_checked_at is set to now. It has a URL, but the code does not distinguish user-entered/manual price from fetched provider/cache price, which weakens provenance and can make manually typed prices look externally checked.\\\"],\\\"suggestions\\\":[\\\"Validate manual mapping inputs with a Pydantic request model: require target_retailer in SAFE_RETAILERS, restrict target_product_url to http/https, reject javascript:/data:/file:/localhost/internal IP ranges if future fetching is possible, and restrict match_type/status to an allowlist.\\\",\\\"Change refresh_grocery_mapping_price to either: (a) fetch through the appropriate provider on explicit click and update target_price_text, target_unit_price_text, last_price_checked_at, and cache row from a real source; or (b) rename it to a cache-status check and never mutate last_price_checked_at unless a sourced price was actually checked.\\\",\\\"Persist all provider candidates that are shown for review, including needs_review/no_price results, so the UI always receives a match_id and users can accept/reject them. Preserve source URL/fetched_at even when price is absent.\\\",\\\"Store rejection at target granularity and filter only the exact rejected retailer/product_url/product_name candidate on later searches, rather than blocking all providers for the normalized source product. If product-level suppression is desired, add an explicit separate status such as product_blocked_by_user.\\\",\\\"Expose provenance fields explicitly in API/UI, e.g. price_source_type: provider_cache|provider_fetch|manual_user_entered and price_checked_at. Do not display manual prices as refreshed provider prices.\\\",\\\"Add tests for: unsafe manual URL rejection; refresh not mutating last_price_checked_at without an actual source fetch; no-price/needs_review provider candidates having match_id and being rejectable; rejecting Coop candidate does not suppress Denner candidate unless intentionally configured.\\\",\\\"Keep the existing runtime-only report guard; no runtime reports, DB files, .env files, or obvious secrets were detected in the changed/untracked files reviewed.\\\"],\\\"summary\\\":\\\"Reviewed the Grocery Optimizer Product Matching Review & Learning v2 diff on branch feat/grocery-matching-review-learning-v2, focusing on persistence, rejection behavior, known mapping reuse, price provenance/cache status, runtime-only reports, render-time provider calls, medical-analysis constraints, and secret/runtime artifacts. Ran focused tests: pytest tests/unit/test_grocery_matching_learning_v2.py tests/unit/test_grocery_price_providers_v1.py -q => 15 passed. Also ran git diff --check and a lightweight changed-file secret/runtime-artifact scan; both were clean. The diff correctly avoids provider calls on page render, reuses accepted mappings before providers, includes runtime-only report path protections, and keeps medical analysis as prepared/not-run. However, I found blocking issues around fake price refresh timestamps, non-persisted review candidates without match_id, over-broad rejection blocking, and insufficient validation of manual mapping URLs/retailers.\\\"}\", \"api_calls\": 10, \"duration_seconds\": 117.48, \"model\": \"gpt-5.5\", \"exit_reason\": \"completed\", \"tokens\": {\"input\": 201128, \"output\": 4274}, \"tool_trace\": [{\"tool\": \"terminal\", \"args_bytes\": 188, \"result_bytes\": 135, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 357, \"result_bytes\": 652, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 174, \"result_bytes\": 1979, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 355, \"result_bytes\": 47569, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 1005, \"result_bytes\": 20850, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 480, \"result_bytes\": 52437, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 984, \"result_bytes\": 45, \"status\": \"error\"}, {\"tool\": \"terminal\", \"args_bytes\": 184, \"result_bytes\": 144, \"status\": \"ok\"}, {\"tool\": \"terminal\", \"args_bytes\": 263, \"result_bytes\": 6728, \"status\": \"ok\"}]}], \"total_duration_seconds\": 117.54}",
      "tool_call_id": "call_a2I7i5BsXMrohiSU2QnBQoD5"
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    {
      "role": "assistant",
      "content": "Der Review hat echte Blocker gefunden. Ich fixe jetzt: Eingabevalidierung für manuelle Mappings, Refresh nur mit echtem Provider-/Cache-Resultat statt Fake-Timestamp, no-price Review-Kandidaten persistierbar/ablehnbar, und Rejection nur zielgenau statt produktweit blockierend.",
      "reasoning": "**Resolving blockers for price updates**\n\nI need to fix blockers around validating URLs and ensuring accurate price updates. One option is to not update the last price checked unless a cached version exists. The user wants the price updated, so I'm considering how to implement the provider fetch better. If there's no cache row, we shouldn't fetch new data. I could also check cache status with a button, and if there's a fetch error, we won't update the timestamp. It's a bit complicated!\n**Addressing mapping and schema issues**\n\nI’m working on manual mapping where the user might enter a candidate price, but our tests currently expect a run that uses price without a last price noted. It’s fine because the target price is needed. However, I’m running into schema issues with candidate price text being NOT NULL, which complicates storing no-price candidates. I could inspect the table to see if it allows null values or find a way to leverage a pseudo match ID instead. It's challenging!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Resolving blockers for price updates**\n\nI need to fix blockers around validating URLs and ensuring accurate price updates. One option is to not update the last price checked unless a cached version exists. The user wants the price updated, so I'm considering how to implement the provider fetch better. If there's no cache row, we shouldn't fetch new data. I could also check cache status with a button, and if there's a fetch error, we won't update the timestamp. It's a bit complicated!\n**Addressing mapping and schema issues**\n\nI’m working on manual mapping where the user might enter a candidate price, but our tests currently expect a run that uses price without a last price noted. It’s fine because the target price is needed. However, I’m running into schema issues with candidate price text being NOT NULL, which complicates storing no-price candidates. I could inspect the table to see if it allows null values or find a way to leverage a pseudo match ID instead. It's challenging!",
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          "id": "rs_08efd988e539badb016a0c61da8fe88191ba9e7b7a66612618",
          "summary": [
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              "text": "**Resolving blockers for price updates**\n\nI need to fix blockers around validating URLs and ensuring accurate price updates. One option is to not update the last price checked unless a cached version exists. The user wants the price updated, so I'm considering how to implement the provider fetch better. If there's no cache row, we shouldn't fetch new data. I could also check cache status with a button, and if there's a fetch error, we won't update the timestamp. It's a bit complicated!"
            },
            {
              "type": "summary_text",
              "text": "**Addressing mapping and schema issues**\n\nI’m working on manual mapping where the user might enter a candidate price, but our tests currently expect a run that uses price without a last price noted. It’s fine because the target price is needed. However, I’m running into schema issues with candidate price text being NOT NULL, which complicates storing no-price candidates. I could inspect the table to see if it allows null values or find a way to leverage a pseudo match ID instead. It's challenging!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der Review hat echte Blocker gefunden. Ich fixe jetzt: Eingabevalidierung für manuelle Mappings, Refresh nur mit echtem Provider-/Cache-Resultat statt Fake-Timestamp, no-price Review-Kandidaten persistierbar/ablehnbar, und Rejection nur zielgenau statt produktweit blockierend."
            }
          ],
          "id": "msg_08efd988e539badb016a0c61ec59008191956ce043fac3caa8",
          "phase": "commentary"
        }
      ],
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          "call_id": "call_YRpPmaUJGNXLEs8xlu1dYJR5",
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            "arguments": "{\"limit\":50,\"offset\":1250,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
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      "content": "{\"content\": \"  1250|            unit_price_text TEXT,\\n  1251|            total_price_text TEXT NOT NULL,\\n  1252|            currency TEXT NOT NULL DEFAULT 'CHF',\\n  1253|            action_label TEXT,\\n  1254|            include_in_analysis INTEGER NOT NULL DEFAULT 1,\\n  1255|            notes TEXT,\\n  1256|            health_analysis_status TEXT NOT NULL DEFAULT 'prepared_not_run',\\n  1257|            health_flags_json TEXT NOT NULL DEFAULT '{}',\\n  1258|            health_notes TEXT,\\n  1259|            created_at TEXT NOT NULL\\n  1260|        );\\n  1261|        CREATE INDEX IF NOT EXISTS idx_grocery_items_receipt ON grocery_product_items(receipt_id, purchase_date);\\n  1262|\\n  1263|        CREATE TABLE IF NOT EXISTS grocery_product_matches (\\n  1264|            match_id TEXT PRIMARY KEY,\\n  1265|            product_item_id TEXT NOT NULL REFERENCES grocery_product_items(product_item_id),\\n  1266|            retailer TEXT NOT NULL,\\n  1267|            candidate_product_name TEXT NOT NULL,\\n  1268|            candidate_url TEXT,\\n  1269|            candidate_brand TEXT,\\n  1270|            candidate_package_size TEXT,\\n  1271|            candidate_unit TEXT,\\n  1272|            candidate_price_text TEXT,\\n  1273|            candidate_unit_price_text TEXT,\\n  1274|            price_currency TEXT NOT NULL DEFAULT 'CHF',\\n  1275|            match_confidence TEXT NOT NULL DEFAULT '0',\\n  1276|            match_reason TEXT,\\n  1277|            quality_flags_json TEXT NOT NULL DEFAULT '[]',\\n  1278|            fetched_at TEXT NOT NULL,\\n  1279|            source TEXT NOT NULL DEFAULT 'manual',\\n  1280|            status TEXT NOT NULL DEFAULT 'suggested'\\n  1281|        );\\n  1282|        CREATE INDEX IF NOT EXISTS idx_grocery_matches_item ON grocery_product_matches(product_item_id, status);\\n  1283|\\n  1284|        CREATE TABLE IF NOT EXISTS grocery_product_details_cache (\\n  1285|            detail_id TEXT PRIMARY KEY,\\n  1286|            retailer TEXT NOT NULL,\\n  1287|            product_url TEXT NOT NULL,\\n  1288|            product_name TEXT,\\n  1289|            price_text TEXT,\\n  1290|            unit_price_text TEXT,\\n  1291|            package_size TEXT,\\n  1292|            ingredients_text TEXT,\\n  1293|            nutrition_json TEXT NOT NULL DEFAULT '{}',\\n  1294|            fetched_at TEXT NOT NULL,\\n  1295|            cache_status TEXT NOT NULL DEFAULT 'cached',\\n  1296|            source_hash TEXT\\n  1297|        );\\n  1298|        CREATE UNIQUE INDEX IF NOT EXISTS idx_grocery_detail_cache_url ON grocery_product_details_cache(retailer, product_url);\\n  1299|\\n  1300|\", \"total_lines\": 1417, \"file_size\": 67638, \"truncated\": true, \"hint\": \"Use offset=1300 to continue reading (showing 1250-1299 of 1417 lines)\", \"is_binary\": false, \"is_image\": false}",
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      "reasoning": "**Considering helper functions**\n\nI'm thinking about adding a helper function, `insert_review_match`, that doesn't include price information. It seems that the upsert function can't handle that case. I also need to include some validation, which feels necessary. Additionally, I should look into using `urlparse` to help manage URLs more effectively. It’s crucial to make sure everything works together smoothly, but I'm confident this can enhance the overall functionality.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering helper functions**\n\nI'm thinking about adding a helper function, `insert_review_match`, that doesn't include price information. It seems that the upsert function can't handle that case. I also need to include some validation, which feels necessary. Additionally, I should look into using `urlparse` to help manage URLs more effectively. It’s crucial to make sure everything works together smoothly, but I'm confident this can enhance the overall functionality.",
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          "id": "rs_08efd988e539badb016a0c61f7dbec8191970bada60155e25c",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering helper functions**\n\nI'm thinking about adding a helper function, `insert_review_match`, that doesn't include price information. It seems that the upsert function can't handle that case. I also need to include some validation, which feels necessary. Additionally, I should look into using `urlparse` to help manage URLs more effectively. It’s crucial to make sure everything works together smoothly, but I'm confident this can enhance the overall functionality."
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            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from urllib.parse import urlparse\",\"old_string\":\"from typing import Any\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -8,7 +8,7 @@\\n from decimal import Decimal, InvalidOperation\\n from pathlib import Path\\n from sqlite3 import Connection\\n-from typing import Any\\n+from urllib.parse import urlparse\\n \\n from jarvis_finance.config.settings import find_repo_root, load_settings\\n from jarvis_finance.services.budget_common import new_id, row_to_dict\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\\">\\nERROR [25:19] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [33:27] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [50:109] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [50:160] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [52:31] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [68:77] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [73:68] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [126:63] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [126:119] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [84:456] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [106:72] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [110:83] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [140:58] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [140:540] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [152:145] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [163:113] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [174:446] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [182:83] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [194:34] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\nERROR [199:190] \\\"Any\\\" is not defined [reportUndefinedVariable] (Pyright)\\n... and 3 more\\n</diagnostics>\"}",
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          "call_id": "call_qILt0D8Zez2lvMGftKH3TGHI",
          "response_item_id": "fc_08efd988e539badb016a0c6201869c81918be5cc17aa1fb9fc",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"from typing import Any\\nfrom urllib.parse import urlparse\",\"old_string\":\"from urllib.parse import urlparse\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
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      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -8,6 +8,7 @@\\n from decimal import Decimal, InvalidOperation\\n from pathlib import Path\\n from sqlite3 import Connection\\n+from typing import Any\\n from urllib.parse import urlparse\\n \\n from jarvis_finance.config.settings import find_repo_root, load_settings\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_qILt0D8Zez2lvMGftKH3TGHI"
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          "response_item_id": "fc_08efd988e539badb016a0c620b1e488191aabdf9f01d39943d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"SAFE_RETAILERS = {\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\", \\\"Migros\\\"}\\nSAFE_MATCH_TYPES = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\\nSAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\",\"old_string\":\"SAFE_RETAILERS = {\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\", \\\"Migros\\\"}\\nSAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -15,6 +15,7 @@\\n from jarvis_finance.services.budget_common import new_id, row_to_dict\\n \\n SAFE_RETAILERS = {\\\"Coop\\\", \\\"Aldi Suisse\\\", \\\"Lidl\\\", \\\"Denner\\\", \\\"Otto's\\\", \\\"Migros\\\"}\\n+SAFE_MATCH_TYPES = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\\n SAFE_FLAGS = {\\\"exact_match\\\", \\\"close_match\\\", \\\"cheaper_private_label\\\", \\\"manual_match\\\"}\\n UNCERTAIN_FLAGS = {\\\"different_pack_size\\\", \\\"needs_review\\\", \\\"bio_vs_non_bio\\\", \\\"brand_vs_private_label\\\"}\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "response_item_id": "fc_08efd988e539badb016a0c6217118481919b99f35fac0c9e7a",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def _validate_product_url(url: str) -> None:\\n    parsed = urlparse(url)\\n    if parsed.scheme not in {\\\"http\\\", \\\"https\\\"} or not parsed.netloc:\\n        raise ValueError(\\\"invalid_product_url\\\")\\n    host = parsed.hostname or \\\"\\\"\\n    if host in {\\\"localhost\\\", \\\"127.0.0.1\\\", \\\"0.0.0.0\\\"} or host.startswith(\\\"10.\\\") or host.startswith(\\\"192.168.\\\") or host.startswith(\\\"172.16.\\\"):\\n        raise ValueError(\\\"unsafe_product_url\\\")\\n\\n\\ndef upsert_product_match\",\"old_string\":\"def upsert_product_match\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
          }
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      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -81,6 +81,15 @@\\n             item[\\\"known_mappings\\\"] = known_mappings_for_item(conn, item, include_rejected=True)\\n         receipts.append({\\\"receipt_id\\\": r[\\\"receipt_id\\\"], \\\"purchase_date\\\": r[\\\"purchase_date\\\"], \\\"store_name\\\": r[\\\"store_name\\\"], \\\"article_count\\\": int(r[\\\"article_count\\\"] or 0), \\\"total_text\\\": _fmt(r[\\\"total_value\\\"]), \\\"items\\\": items})\\n     return {\\\"purpose\\\": \\\"migros_product_savings_grocery_optimizer_v1\\\", \\\"receipts\\\": receipts, \\\"supported_retailers\\\": sorted(SAFE_RETAILERS - {\\\"Migros\\\"}), \\\"health_analysis_status\\\": \\\"prepared_not_run\\\", \\\"disclaimer\\\": \\\"Keine medizinische Bewertung; keine automatische Bestellung.\\\"}\\n+\\n+\\n+def _validate_product_url(url: str) -> None:\\n+    parsed = urlparse(url)\\n+    if parsed.scheme not in {\\\"http\\\", \\\"https\\\"} or not parsed.netloc:\\n+        raise ValueError(\\\"invalid_product_url\\\")\\n+    host = parsed.hostname or \\\"\\\"\\n+    if host in {\\\"localhost\\\", \\\"127.0.0.1\\\", \\\"0.0.0.0\\\"} or host.startswith(\\\"10.\\\") or host.startswith(\\\"192.168.\\\") or host.startswith(\\\"172.16.\\\"):\\n+        raise ValueError(\\\"unsafe_product_url\\\")\\n \\n \\n def upsert_product_match(conn: Connection, product_item_id: str, *, retailer: str, candidate_product_name: str, candidate_url: str, candidate_price_text: str, candidate_unit_price_text: str | None = None, quality_flags: list[str] | None = None, match_confidence: str = \\\"0.60\\\", status: str = \\\"suggested\\\", source: str = \\\"manual\\\", candidate_brand: str | None = None, candidate_package_size: str | None = None, candidate_unit: str | None = None) -> dict[str, Any]:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "response_item_id": "fc_08efd988e539badb016a0c6220d77c81918cec35d42e583666",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    if retailer not in SAFE_RETAILERS:\\n        raise ValueError(\\\"unsupported_retailer\\\")\\n    _validate_product_url(candidate_url)\\n    mid = new_id(\\\"gmatch\\\")\",\"old_string\":\"    if retailer not in SAFE_RETAILERS:\\n        raise ValueError(\\\"unsupported_retailer\\\")\\n    mid = new_id(\\\"gmatch\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
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      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -95,6 +95,7 @@\\n def upsert_product_match(conn: Connection, product_item_id: str, *, retailer: str, candidate_product_name: str, candidate_url: str, candidate_price_text: str, candidate_unit_price_text: str | None = None, quality_flags: list[str] | None = None, match_confidence: str = \\\"0.60\\\", status: str = \\\"suggested\\\", source: str = \\\"manual\\\", candidate_brand: str | None = None, candidate_package_size: str | None = None, candidate_unit: str | None = None) -> dict[str, Any]:\\n     if retailer not in SAFE_RETAILERS:\\n         raise ValueError(\\\"unsupported_retailer\\\")\\n+    _validate_product_url(candidate_url)\\n     mid = new_id(\\\"gmatch\\\")\\n     flags = quality_flags or [\\\"needs_review\\\"]\\n     fetched = _now()\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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      "content": "{\"success\": false, \"error\": \"Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.\"}",
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -150,6 +150,11 @@\\n \\n \\n def _insert_mapping(conn: Connection, *, item: dict[str, Any], target_retailer: str, target_product_name: str, target_product_url: str, match_type: str, status: str, confidence: str = \\\"0.80\\\", user_note: str | None = None, source_match_id: str | None = None, target_brand: str | None = None, target_package_size: str | None = None, target_unit: str | None = None, target_price_text: str | None = None, target_unit_price_text: str | None = None, quality_flags: list[str] | None = None, last_price_checked_at: str | None = None) -> dict[str, Any]:\\n+    if target_retailer not in SAFE_RETAILERS:\\n+        raise ValueError(\\\"unsupported_retailer\\\")\\n+    if match_type not in SAFE_MATCH_TYPES:\\n+        raise ValueError(\\\"unsupported_match_type\\\")\\n+    _validate_product_url(target_product_url)\\n     now = _now()\\n     mapping_id = new_id(\\\"gmap\\\")\\n     conn.execute(\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -184,7 +184,7 @@\\n     match = row_to_dict(row)\\n     item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n     conn.execute(\\\"UPDATE grocery_product_matches SET status='rejected' WHERE match_id=?\\\", (match_id,))\\n-    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=\\\"close_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n+    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"),        match_type=\\\"manual_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n     return mapping\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=\\\"manual_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\",\"old_string\":\"    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"),        match_type=\\\"manual_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -184,7 +184,7 @@\\n     match = row_to_dict(row)\\n     item = row_to_dict(conn.execute(\\\"SELECT * FROM grocery_product_items WHERE product_item_id=?\\\", (match[\\\"product_item_id\\\"],)).fetchone())\\n     conn.execute(\\\"UPDATE grocery_product_matches SET status='rejected' WHERE match_id=?\\\", (match_id,))\\n-    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"),        match_type=\\\"manual_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n+    mapping = _insert_mapping(conn, item=item, target_retailer=match[\\\"retailer\\\"], target_product_name=match[\\\"candidate_product_name\\\"], target_product_url=match[\\\"candidate_url\\\"], target_brand=match.get(\\\"candidate_brand\\\"), target_package_size=match.get(\\\"candidate_package_size\\\"), target_unit=match.get(\\\"candidate_unit\\\"), target_price_text=match.get(\\\"candidate_price_text\\\"), target_unit_price_text=match.get(\\\"candidate_unit_price_text\\\"), match_type=\\\"manual_match\\\", status=\\\"rejected\\\", confidence=match.get(\\\"match_confidence\\\") or \\\"0.50\\\", user_note=user_note, source_match_id=match_id, quality_flags=json.loads(match.get(\\\"quality_flags_json\\\") or \\\"[]\\\"), last_price_checked_at=match.get(\\\"fetched_at\\\"))\\n     return mapping\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -92,7 +92,7 @@\\n         raise ValueError(\\\"unsafe_product_url\\\")\\n \\n \\n-def upsert_product_match(conn: Connection, product_item_id: str, *, retailer: str, candidate_product_name: str, candidate_url: str, candidate_price_text: str, candidate_unit_price_text: str | None = None, quality_flags: list[str] | None = None, match_confidence: str = \\\"0.60\\\", status: str = \\\"suggested\\\", source: str = \\\"manual\\\", candidate_brand: str | None = None, candidate_package_size: str | None = None, candidate_unit: str | None = None) -> dict[str, Any]:\\n+def upsert_product_match(conn: Connection, product_item_id: str, *, retailer: str, candidate_product_name: str, candidate_url: str, candidate_price_text: str | None, candidate_unit_price_text: str | None = None, quality_flags: list[str] | None = None, match_confidence: str = \\\"0.60\\\", status: str = \\\"suggested\\\", source: str = \\\"manual\\\", candidate_brand: str | None = None, candidate_package_size: str | None = None, candidate_unit: str | None = None) -> dict[str, Any]:\\n     if retailer not in SAFE_RETAILERS:\\n         raise ValueError(\\\"unsupported_retailer\\\")\\n     _validate_product_url(candidate_url)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "type": "function",
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            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text) if candidate_price_text is not None else None, candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\",\"old_string\":\"        (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text), candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"}"
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\\n@@ -103,7 +103,7 @@\\n     conn.execute(\\n         \\\"\\\"\\\"INSERT INTO grocery_product_matches(match_id,product_item_id,retailer,candidate_product_name,candidate_url,candidate_brand,candidate_package_size,candidate_unit,candidate_price_text,candidate_unit_price_text,price_currency,match_confidence,match_reason,quality_flags_json,fetched_at,source,status)\\n            VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'CHF', ?, ?, ?, ?, ?, ?)\\\"\\\"\\\",\\n-        (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text), candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\\n+        (mid, product_item_id, retailer, candidate_product_name, candidate_url, candidate_brand, candidate_package_size, candidate_unit, _fmt(candidate_price_text) if candidate_price_text is not None else None, candidate_unit_price_text, match_confidence, \\\"reviewable sourced candidate\\\", json.dumps(flags), fetched, source, status),\\n     )\\n     if source not in {\\\"web_fetch\\\", \\\"cache\\\"}:\\n         conn.execute(\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/grocery_optimizer.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_jrOSYjARGdtzuZVG0RuFd9RX"
    }
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}