{
  "session_id": "20260515_113758_5e3472",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-15T11:37:58.499627",
  "last_updated": "2026-05-15T11:38:47.807106",
  "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. 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    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API via curl: pages, databases, blocks, search.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - teams-meeting-pipeline: Operate the Teams meeting summary pipeline via Hermes CLI...\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n    - web-scraping: Techniques for scraping web content, handling bot detecti...\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yazio-integration:\n    - yazio-integration: Access YAZIO API to retrieve logged meals and nutrition d...\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nHost: Linux (6.17.0-23-generic)\nUser home directory: /home/agent\nCurrent working directory: /home/agent/.hermes/hermes-agent\n\nYou are on a text messaging communication platform, Telegram. Standard markdown is automatically converted to Telegram format. Supported: **bold**, *italic*, ~~strikethrough~~, ||spoiler||, `inline code`, ```code blocks```, [links](url), and ## headers. Telegram has NO table syntax — prefer bullet lists or labeled key: value pairs over pipe tables (any tables you do emit are auto-rewritten into row-group bullets, which you can produce directly for cleaner output). You can send media files natively: to deliver a file to the user, include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) appear as photos, audio (.ogg) sends as voice bubbles, and videos (.mp4) play inline. You can also include image URLs in markdown format ![alt](url) and they will be sent as native photos.\n\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## AGENTS.md\n\n# GLOBALE ORCHESTRIERUNGS-REGELN\n\n## 1. Rolle\nDu bist JARVIS, der Chef-Architekt und Orchestrator. Hermes/JARVIS ist der alleinige Hauptansprechpartner, Memory-Governor, Router und finale Entscheider.\n\n## 2. Ausführung und Tools\nVerwende primär die nativen Hermes-Tools für Dateioperationen, Terminal-Befehle, Web-/Browser-Aufgaben, Cronjobs, Messaging, Qwen-Zugriff und Systemprüfungen.\n\nOpenClaw/FRIDAY ist nicht mehr Standard-Executor. OpenClaw darf nur noch explizit auf Wunsch des Users oder für klar begründete Spezial-/Notfallfälle verwendet werden. Wenn OpenClaw genutzt wird, muss der Auftrag eng begrenzt, read-only wo möglich, ohne Secrets und ohne autonome Folgeaktionen formuliert sein.\n\n## 3. Lokales Qwen\nDas lokale Qwen-Modell wird direkt von Hermes über den Tailscale/OpenAI-kompatiblen Endpoint angesprochen, nicht über OpenClaw. Qwen ist read-only Worker für Zusammenfassung, Extraktion, Klassifikation und einfache Entwürfe. Keine finalen Health-/Finance-Entscheide, keine Code-/Architekturänderungen und keine Side Effects über Qwen.\n\n## 4. Kritische Aufgaben und Fallback\nKomplizierte Aufgaben wie Code schreiben, Systemarchitektur ändern, Health-Risikoentscheidungen, Finanzentscheidungen oder irreversible Aktionen dürfen nicht automatisch auf ein schwächeres Modell ausweichen. Bei GPT-5.5 Rate-Limit oder Ausfall: pausieren und Sir fragen.\n\n## 5. Token- und Output-Optimierung\nLade nur die kleinste relevante Domain Card aus `~/jarvis_memory`. Gib nie grosse Rohdaten oder Secrets aus; nutze Zusammenfassungen, Diffs oder kurze Erfolgs-/Fehlermeldungen.\n\n══════════════════════════════════════════════\nMEMORY (your personal notes) [99% — 2,196/2,200 chars]\n══════════════════════════════════════════════\n*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\n§\n---\n§\nÜber mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\n§\nÜber mich: **Sprache:** Deutsch mit englischen Fachbegriffen\n§\nTTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\n§\nModelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\n§\nModellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\n§\nOpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\n§\nHealth backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\n§\nAPI-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\n§\nGoogle Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\n§\nGoogle Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\n§\nGoogle Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\n§\nGoogle Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\n§\nGoogle Workspace (gog): **Client:** default\n§\nGoogle Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\n§\nKalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\n§\nKalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\n§\nKalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\n§\nJARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\n§\nTelegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\n§\nFinanceManager GitHub token CSV path: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv` (outside repo, mode 600); never store/quote token.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [84% — 1,166/1,375 chars]\n══════════════════════════════════════════════\n**Pronouns:**\n§\n**Timezone:**\n§\n**Notes:** Mein Herr. Loyaler Partner.\n§\nContext: _(Wird ergänzt.)_\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\nConversation started: Friday, May 15, 2026 11:37 AM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "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": "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": {
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      "content": "[M G] Danke. Der Crypto Price Update MVP ist akzeptiert.\n\nDie Umsetzung ist grundsätzlich sinnvoll:\n\n* lokaler Preis-Cache\n* kein Live-API-Call im Dashboard/Report\n* 429-Handling\n* Git-Safety sauber\n* Tests grün\n* Runtime-Daten außerhalb Git\n\nAllerdings bist du vom vorher vereinbarten Ablauf abgewichen. Das ist in diesem Fall nicht schlimm, weil der Preisupdate-Block nützlich ist. Bitte jetzt aber wieder kontrolliert auf die nächsten Prioritäten einschwenken.\n\nAktueller Stand:\n\n* Commit 3aa67d8 ist akzeptiert.\n* Preisupdate funktioniert technisch.\n* Aber nur 6 von 20 aktiven Crypto Assets hatten frische CHF-Preise.\n* 14 Assets hatten Warnings/Stale/Provider-Limit-Themen.\n* BTC-Test wurde noch nicht abgeschlossen.\n* Equity/ETF Manage UI wurde noch nicht begonnen.\n\nBitte jetzt wie folgt weiterfahren:\n\n## Teil 1: Crypto Price Update robuster machen\n\nBitte verbessere zuerst den Preisupdate-Mechanismus, bevor wir echte Reports mit Preisen ernsthaft nutzen.\n\nZiel:\nMöglichst alle vorhandenen Crypto Assets mit CoinGecko-ID sollen lokale CHF-Preise erhalten, ohne Dashboard-Live-API und ohne Rate-Limit-Crash.\n\nBitte implementiere:\n\n1. Batch-Abfrage prüfen/umsetzen\n\n* Wenn CoinGecko mehrere IDs in einem Request unterstützt, bitte nutzen.\n* Dadurch weniger API-Calls.\n* Kein Abruf pro Coin, falls Batch möglich ist.\n\n2. Konservatives Throttling\n\n* Pause zwischen Requests\n* konfigurierbar:\n\n  * --sleep-seconds\n  * --max-retries\n  * --initial-backoff\n  * --max-backoff\n\n3. CLI-Optionen ergänzen\n   Bitte vorbereiten/implementieren:\n\n* --only-missing\n* --only-stale\n* --only-symbol SYMBOL\n* --limit N\n* --dry-run\n* --currency CHF\n\n4. Bessere Summary\n   Bitte nach Update nur aggregiert ausgeben:\n\n* total assets\n* updated\n* cached\n* skipped\n* stale\n* warnings\n* errors\n* assets still missing local price\n* keine echten Mengen/Werte\n\n5. Data Quality\n\n* Für Assets ohne frischen Preis Data-Quality-Alert erzeugen oder aktualisieren.\n* Alert-Dedupe respektieren.\n* Keine Alert-Flut.\n\n6. Tests\n   Bitte Tests ergänzen für:\n\n* Batch-Request\n* --only-missing\n* --only-stale\n* --only-symbol\n* --limit\n* --dry-run\n* Rate-Limit mit Backoff\n* Alert-Dedupe bei fehlenden Preisen\n\nDanach bitte produktiv gegen Runtime-DB nochmals ausführen, aber vorsichtig und ohne echte Werte im Chat.\n\nBitte berichten:\n\n* Anzahl Assets total\n* Anzahl Assets mit frischem CHF-Preis\n* Anzahl weiterhin ohne frischen Preis\n* Anzahl Warnings/Errors\n* keine Preise/Werte/Mengen ausgeben\n\n## Teil 2: BTC-Test nachholen\n\nDanach bitte den BTC-Test wie zuletzt entschieden nachholen:\n\nOption A:\nBTC mit allen BTC-Wallet-Holdings aus Excel importieren.\n\nBedingungen:\n\n* Nur Bitcoin BTC\n* Coin-Name: Bitcoin\n* Symbol: BTC\n* CoinGecko-ID: bitcoin\n* Mapping-Status: selected\n* Snapshot-Datum: 31.12.2025\n* Alle BTC-Wallet-Holdings aus der echten Excel-Datei übernehmen\n* Pro BTC-Wallet mit Bestand genau eine initial_snapshot_addition bzw. initial_snapshot-Holding erzeugen\n* Mengen exakt als Decimal/Text übernehmen\n* Keine Float-Konvertierung\n* Keine echten Mengen/Werte im Chat\n* Keine anderen Coins importieren\n* Audit-Log Pflicht\n* Keine doppelte Holding für asset_id + wallet_id\n* Legacy-CHF-Werte ignorieren\n* Git-Safety vor/nachher prüfen\n\nBericht nur aggregiert:\n\n* BTC-Test durchgeführt: ja/nein\n* Anzahl BTC-Wallet-Holdings importiert\n* Asset-Anzahl erhöht: ja/nein\n* Holding-Anzahl erhöht: ja/nein\n* Audit-Logs erstellt: ja/nein\n* Doppelte Holdings: ja/nein\n* Fehler/Warnings\n* Git-Safety Ergebnis\n* Git Status\n\n## Teil 3: Danach Equity/ETF Manage UI\n\nErst wenn Teil 1 und Teil 2 sauber sind, bitte mit der Equity/ETF Manage UI beginnen.\n\nZiel:\nAktien und ETFs aus PostFinance, True Wealth und Raiffeisen später im Dashboard erfassen, korrigieren und als Initial Snapshot übernehmen können — auditierbar und ohne stilles Überschreiben.\n\nGrundlogik:\n\n* Für Aktien/ETFs ist ISIN die primäre Identifikation.\n* Ticker und Exchange sind Zusatzinformationen.\n* Positionen werden über initial_position_snapshot, buy, sell, dividend, fee oder manual_adjustment abgebildet.\n* Jede Änderung braucht\nAudit-Log.\n* Fremdwährungen USD/EUR brauchen FX-Kurs und CHF-Gegenwert.\n* Keine Scheingenauigkeit, wenn Kaufhistorie, Gebühren oder historische FX fehlen.\n* Erst mit synthetischen Daten und Dummy-Depots bauen.\n* Keine echten PostFinance-/TrueWealth-/Raiffeisen-Daten importieren.\n\nBitte vormerken für die Equity/ETF Manage UI:\n\n* Aktie/ETF als Initial Snapshot hinzufügen\n* Buy\n* Partial Sell\n* Full Sell\n* Dividend\n* ETF Distribution\n* Fee\n* Manual Adjustment\n* ISIN Pflicht oder stark empfohlen\n* ISIN/Ticker dürfen nicht beide leer sein\n* Währung Pflicht\n* Depot/Konto Pflicht\n* FX bei Fremdwährung\n* Audit-Log Pflicht\n* Notiz Pflicht bei manual_adjustment oder unvollständiger Historie\n\n## Weitere Funktionsmodule bitte vormerken, aber noch nicht bauen\n\nBitte für später als Backlog vormerken:\n\n1. Portfolio Health Seite\n\n* Gesamtwert CHF\n* Assetklassen\n* Plattformen\n* Datenqualität\n* Cashquote\n* fehlende Preise/FX\n\n2. Reconciliation / Abgleich-Seite\n\n* Dashboard-Bestand vs. letzter Snapshot\n* manuelle Prüfung „Bestand geprüft am Datum X“\n* Differenzen sichtbar machen\n\n3. Data Quality Center\n\n* fehlende Preise\n* stale prices\n* fehlende FX\n* fehlende ISIN\n* fehlende CoinGecko-ID\n* unvollständige Historie\n\n4. Manual Review Queue\n\n* ausgelassene Coins\n* unsichere Mappings\n* offene Alerts\n* offene Datenqualitätsprobleme\n\n5. Backup / Restore\n\n* Runtime-DB Backup\n* verschlüsseltes Backup optional\n* Restore-Test später\n\n6. Safe Mode / Read-only Mode\n\n* Dashboard im Lesemodus\n* Schreibfunktionen bewusst aktivieren\n* Schutz gegen versehentliche Änderungen\n\nBitte jetzt zuerst Teil 1 umsetzen, dann Teil 2, dann Teil 3. Keine echten Aktien-/ETF-Daten importieren."
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      "reasoning_content": "**Considering schema upgrades**\n\nI’m thinking about upgrading the initial schema. The existing schema doesn’t require creating new tables, but I’m wondering if I need to apply migrations at runtime. It might not be necessary for testing. Also, it seems like the old DB schema version will become version 4, which is good. I definitely need to make a note to update that and then compile the tests in full after making the changes.",
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      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nrm -rf .pytest_...` -> exit 0, 1 lines output",
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      "reasoning": "**Considering file structure**\n\nI’m thinking about whether I need to do a dry-run on the actual real files. The user mentioned reading, but that’s not strictly required. Since the goal isn’t productivity-focused, maybe I can skip it? We’ve already used the previous version. I should commit and push, but before that, I should inspect the diff to make sure everything looks good. It’s a good practice to double-check before finalizing my changes.",
      "reasoning_content": "**Considering file structure**\n\nI’m thinking about whether I need to do a dry-run on the actual real files. The user mentioned reading, but that’s not strictly required. Since the goal isn’t productivity-focused, maybe I can skip it? We’ve already used the previous version. I should commit and push, but before that, I should inspect the diff to make sure everything looks good. It’s a good practice to double-check before finalizing my changes.",
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              "type": "summary_text",
              "text": "**Verifying git push process**\n\nI need to make sure everything is correct before pushing my changes. Maybe I should compile and check the status after committing. It seems like running a git status could help confirm that safety measures are in place. The requirement is to ensure everything is good before I complete the process. So, I’m thinking after I commit, it might be wise to verify the safety status again before proceeding with the push."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nPYTHONPATH=src ...` -> exit 0, 1 lines output",
      "tool_call_id": "call_sW0JkbBy4n7MRpkYkhok5rK1"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "call_id": "call_KOGSXn0PgIUuo98Vv71YziN1",
          "response_item_id": "fc_0c76e56576ffc0fb016a06debef5c88191a36c06d1127af9e8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nimport re, subprocess, sys\\nfrom pathlib import Path\\nrepo=Path('/home/agent/.hermes/repos/FinanceManager')\\ntext=Path.home()...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"REMOTE_BEFORE=41f11d2\\nLOCAL_HEAD=cd2d954\\nPUSH=success\\nREMOTE_AFTER=cd2d954\\nGIT_SAFETY_OK\\n## main...origin/main\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_KOGSXn0PgIUuo98Vv71YziN1"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Wy2SRVv4RIxBvjdcSKYHqUhv",
          "call_id": "call_Wy2SRVv4RIxBvjdcSKYHqUhv",
          "response_item_id": "fc_0c76e56576ffc0fb016a06decffb548191b68259be754c0094",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Compile, pytest, Git-Safety, Status, Commit und Push durchführen\",\"id\":\"b1-4\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_Wy2SRVv4RIxBvjdcSKYHqUhv"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir. Phase B1 ist implementiert, getestet, committed und gepusht.\n\n## Ergebnis\n\n- Commit: `cd2d954`\n- Remote HEAD nach Push: `cd2d954`\n- Push Status: erfolgreich\n- Git Status: sauber, `main...origin/main`\n- Git-Safety: `GIT_SAFETY_OK`\n- Tests: `134 passed`\n- Compile: OK\n\n## Implementierte Module\n\n### 1. Instrument Master / Mapping Layer\n\nNeu/erweitert:\n\n- `instrument_mappings`\n- Mapping-Logik in:\n  - `src/jarvis_finance/imports/broker_mapping.py`\n\nImplementiert:\n\n- `source_platform`\n- `source_account`\n- `source_label`\n- `normalized_name`\n- `isin`\n- `ticker`\n- `exchange`\n- `currency`\n- `asset_class`\n- optionales `instrument_id`\n- `mapping_status`\n- `confidence`\n- `notes`\n- `created_at`\n- `updated_at`\n\nRegeln umgesetzt:\n\n- ISIN ist Primäridentifikation für Aktien/ETFs.\n- Ticker + Exchange nur Fallback und review-pflichtig.\n- Name allein wird nicht automatisch gemappt.\n- Missing ISIN erzeugt `needs_manual_review` mit Quality Flag `missing_isin`.\n- Manuelle Mapping-Bestätigung erzeugt Audit-Log.\n- Unsichere Mappings bleiben blockiert/review-pflichtig.\n\n### 2. Platform / Account Mapping\n\nErweitert:\n\n- `platform_account_mappings`\n\nImplementiert:\n\n- `source_platform`\n- `source_account_label`\n- `normalized_platform`\n- `normalized_account_name`\n- `internal_platform_id`\n- `internal_account_id`\n- `account_type`\n- `currency`\n- `mapping_status`\n- `notes`\n- timestamps\n\nRegeln umgesetzt:\n\n- PostFinance, True Wealth, Raiffeisen werden klar getrennt.\n- Account-Typen vorbereitet:\n  - `brokerage`\n  - `cash`\n  - `robo_portfolio`\n  - `reserve`\n  - `other`\n- Raiffeisen wird ohne detaillierte Instrumentpositionen defensiv als Cash-/Kontrollsnapshot behandelt.\n\n### 3. Broker Import Dry-Run Model\n\nErweitert:\n\n- `broker_import_dry_runs`\n\nImplementiert:\n\n- `source_platform`\n- `source_file_type`\n- `source_filename_hash`\n- `detected_snapshot_date`\n- `snapshot_date_status`\n- `rows_total`\n- `candidate_positions`\n- `candidate_cash_rows`\n- `mapped_positions`\n- `blocked_positions`\n- `warnings_count`\n- `errors_count`\n- `quality_flags_json`\n- `summary_json`\n- `created_at`\n\nWichtig:\n\n- Dry-Run schreibt keine produktiven Positionen.\n- Summary wird ohne raw rows / echte Werte persistiert.\n- Produktiver Ledger-/Snapshot-Import bleibt deaktiviert.\n\n## Dashboard/UI\n\n### Neue Seite: Import Wizard\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n\nStatus:\n\n- eingebaut und registriert\n- Read-only default\n- Quelle auswählbar:\n  - PostFinance\n  - True Wealth\n  - Raiffeisen\n  - Manuell / Sonstige\n- Upload-/Runtime-Hinweis sichtbar\n- Dry-Run-Zusammenfassungen sichtbar\n- Mapping-/Review-Daten sichtbar\n- Commit-Button sichtbar, aber deaktiviert\n\n### Neue Seite: Manual Review Queue\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n\nStatus:\n\n- eingebaut und registriert\n- zeigt offene Mapping-Probleme\n- vorbereitet für:\n  - Mapping bestätigen\n  - ISIN ergänzen\n  - Ticker ergänzen\n  - Exchange ergänzen\n  - Account zuweisen\n  - Position ignorieren\n  - Notiz speichern\n- produktive Positionserstellung bleibt deaktiviert\n\n### Neue Seite: Data Quality Center\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n\nStatus:\n\n- eingebaut und registriert\n- zeigt:\n  - aktive Alerts\n  - resolved Alerts\n  - fehlende Crypto-Preise\n  - fehlende FX\n  - fehlende ISIN\n  - fehlende CoinGecko-ID\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - alte aktive Alerts\n- Buttons vorbereitet:\n  - Data Quality Recheck\n  - Resolve Fixed Alerts\n- Buttons sind in Phase B1 sichtbar, aber deaktiviert.\n\n### Safe Mode / Read-only Mode\n\nImplementiert:\n\n- Import Wizard zeigt Read-only Mode.\n- Produktive Commit-Aktionen sind blockiert.\n- `assert_write_enabled(write_enabled=False)` blockiert Commit-Aktionen per `PermissionError`.\n- Commit-Button in UI ist deaktiviert.\n- Keine Rollen-/Auth-Komplexität eingebaut — wie gewünscht.\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `tests/unit/test_broker_mapping_import_wizard.py`\n\nGeändert:\n\n- `src/jarvis_finance/storage/migrations.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/pages/__init__.py`\n- `tests/unit/test_schema.py`\n\n## Tests ergänzt\n\nAbgedeckt:\n\n- `instrument_mappings` anlegen\n- ISIN-Mapping auf vorhandenes Instrument\n- fehlende ISIN → `needs_manual_review`\n- Name ohne ISIN/Ticker wird nicht automatisch gemappt\n- Platform-/Account-Mapping für PostFinance\n- Platform-/Account-Mapping für True Wealth\n- Raiffeisen defensiv als Cash/Kontrollsnapshot\n- Broker Import Dry Run speichert nur Summary\n- Dry Run erzeugt keine produktiven Positionen\n- Import Wizard Module importieren/rendern sauber\n- Manual Review Queue lädt offene Mapping-Probleme\n- Data Quality Center zeigt fehlende ISIN / FX / Preise\n- Read-only Mode blockiert Commit-Aktionen\n- Audit-Log bei manueller Mapping-Bestätigung\n- keine echten Dateien im Repo\n- Schema-Version / Tabellenfelder aktualisiert\n\nTestergebnis:\n\n- `134 passed`\n\n## Echte Daten / produktiver Import\n\nNicht durchgeführt:\n\n- keine echten Aktien-/ETF-Daten produktiv importiert\n- keine echten Cash-/Depotwerte produktiv importiert\n- keine produktiven `positions_snapshot`-Writes aus Brokerdateien\n- keine echten Dateien ins Repo kopiert\n- keine echten Werte/Mengen im Chat ausgegeben\n\n## Nächste Empfehlung\n\nAls nächster kontrollierter Schritt wäre sinnvoll:\n\n**Phase B2 — synthetische Parser/Dry-Run-Pipeline pro Quelle**\n\nReihenfolge:\n\n1. PostFinance synthetischer DOCX-/Tabellenparser\n2. True Wealth synthetischer DOCX-/Tabellenparser\n3. Raiffeisen synthetischer XLSX-Kontrollsnapshot-Parser\n4. Dry-Run UI mit aggregierter Summary füttern\n5. Review Queue aus Parser-Ergebnissen erzeugen\n6. weiterhin kein produktiver Import echter Daten ohne separate Freigabe\n\nMonte-Carlo, Backtesting, Rebalancing, Scores und Heatmaps wurden nicht begonnen.",
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              "text": "Erledigt, Sir. Phase B1 ist implementiert, getestet, committed und gepusht.\n\n## Ergebnis\n\n- Commit: `cd2d954`\n- Remote HEAD nach Push: `cd2d954`\n- Push Status: erfolgreich\n- Git Status: sauber, `main...origin/main`\n- Git-Safety: `GIT_SAFETY_OK`\n- Tests: `134 passed`\n- Compile: OK\n\n## Implementierte Module\n\n### 1. Instrument Master / Mapping Layer\n\nNeu/erweitert:\n\n- `instrument_mappings`\n- Mapping-Logik in:\n  - `src/jarvis_finance/imports/broker_mapping.py`\n\nImplementiert:\n\n- `source_platform`\n- `source_account`\n- `source_label`\n- `normalized_name`\n- `isin`\n- `ticker`\n- `exchange`\n- `currency`\n- `asset_class`\n- optionales `instrument_id`\n- `mapping_status`\n- `confidence`\n- `notes`\n- `created_at`\n- `updated_at`\n\nRegeln umgesetzt:\n\n- ISIN ist Primäridentifikation für Aktien/ETFs.\n- Ticker + Exchange nur Fallback und review-pflichtig.\n- Name allein wird nicht automatisch gemappt.\n- Missing ISIN erzeugt `needs_manual_review` mit Quality Flag `missing_isin`.\n- Manuelle Mapping-Bestätigung erzeugt Audit-Log.\n- Unsichere Mappings bleiben blockiert/review-pflichtig.\n\n### 2. Platform / Account Mapping\n\nErweitert:\n\n- `platform_account_mappings`\n\nImplementiert:\n\n- `source_platform`\n- `source_account_label`\n- `normalized_platform`\n- `normalized_account_name`\n- `internal_platform_id`\n- `internal_account_id`\n- `account_type`\n- `currency`\n- `mapping_status`\n- `notes`\n- timestamps\n\nRegeln umgesetzt:\n\n- PostFinance, True Wealth, Raiffeisen werden klar getrennt.\n- Account-Typen vorbereitet:\n  - `brokerage`\n  - `cash`\n  - `robo_portfolio`\n  - `reserve`\n  - `other`\n- Raiffeisen wird ohne detaillierte Instrumentpositionen defensiv als Cash-/Kontrollsnapshot behandelt.\n\n### 3. Broker Import Dry-Run Model\n\nErweitert:\n\n- `broker_import_dry_runs`\n\nImplementiert:\n\n- `source_platform`\n- `source_file_type`\n- `source_filename_hash`\n- `detected_snapshot_date`\n- `snapshot_date_status`\n- `rows_total`\n- `candidate_positions`\n- `candidate_cash_rows`\n- `mapped_positions`\n- `blocked_positions`\n- `warnings_count`\n- `errors_count`\n- `quality_flags_json`\n- `summary_json`\n- `created_at`\n\nWichtig:\n\n- Dry-Run schreibt keine produktiven Positionen.\n- Summary wird ohne raw rows / echte Werte persistiert.\n- Produktiver Ledger-/Snapshot-Import bleibt deaktiviert.\n\n## Dashboard/UI\n\n### Neue Seite: Import Wizard\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n\nStatus:\n\n- eingebaut und registriert\n- Read-only default\n- Quelle auswählbar:\n  - PostFinance\n  - True Wealth\n  - Raiffeisen\n  - Manuell / Sonstige\n- Upload-/Runtime-Hinweis sichtbar\n- Dry-Run-Zusammenfassungen sichtbar\n- Mapping-/Review-Daten sichtbar\n- Commit-Button sichtbar, aber deaktiviert\n\n### Neue Seite: Manual Review Queue\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n\nStatus:\n\n- eingebaut und registriert\n- zeigt offene Mapping-Probleme\n- vorbereitet für:\n  - Mapping bestätigen\n  - ISIN ergänzen\n  - Ticker ergänzen\n  - Exchange ergänzen\n  - Account zuweisen\n  - Position ignorieren\n  - Notiz speichern\n- produktive Positionserstellung bleibt deaktiviert\n\n### Neue Seite: Data Quality Center\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n\nStatus:\n\n- eingebaut und registriert\n- zeigt:\n  - aktive Alerts\n  - resolved Alerts\n  - fehlende Crypto-Preise\n  - fehlende FX\n  - fehlende ISIN\n  - fehlende CoinGecko-ID\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - alte aktive Alerts\n- Buttons vorbereitet:\n  - Data Quality Recheck\n  - Resolve Fixed Alerts\n- Buttons sind in Phase B1 sichtbar, aber deaktiviert.\n\n### Safe Mode / Read-only Mode\n\nImplementiert:\n\n- Import Wizard zeigt Read-only Mode.\n- Produktive Commit-Aktionen sind blockiert.\n- `assert_write_enabled(write_enabled=False)` blockiert Commit-Aktionen per `PermissionError`.\n- Commit-Button in UI ist deaktiviert.\n- Keine Rollen-/Auth-Komplexität eingebaut — wie gewünscht.\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `tests/unit/test_broker_mapping_import_wizard.py`\n\nGeändert:\n\n- `src/jarvis_finance/storage/migrations.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/pages/__init__.py`\n- `tests/unit/test_schema.py`\n\n## Tests ergänzt\n\nAbgedeckt:\n\n- `instrument_mappings` anlegen\n- ISIN-Mapping auf vorhandenes Instrument\n- fehlende ISIN → `needs_manual_review`\n- Name ohne ISIN/Ticker wird nicht automatisch gemappt\n- Platform-/Account-Mapping für PostFinance\n- Platform-/Account-Mapping für True Wealth\n- Raiffeisen defensiv als Cash/Kontrollsnapshot\n- Broker Import Dry Run speichert nur Summary\n- Dry Run erzeugt keine produktiven Positionen\n- Import Wizard Module importieren/rendern sauber\n- Manual Review Queue lädt offene Mapping-Probleme\n- Data Quality Center zeigt fehlende ISIN / FX / Preise\n- Read-only Mode blockiert Commit-Aktionen\n- Audit-Log bei manueller Mapping-Bestätigung\n- keine echten Dateien im Repo\n- Schema-Version / Tabellenfelder aktualisiert\n\nTestergebnis:\n\n- `134 passed`\n\n## Echte Daten / produktiver Import\n\nNicht durchgeführt:\n\n- keine echten Aktien-/ETF-Daten produktiv importiert\n- keine echten Cash-/Depotwerte produktiv importiert\n- keine produktiven `positions_snapshot`-Writes aus Brokerdateien\n- keine echten Dateien ins Repo kopiert\n- keine echten Werte/Mengen im Chat ausgegeben\n\n## Nächste Empfehlung\n\nAls nächster kontrollierter Schritt wäre sinnvoll:\n\n**Phase B2 — synthetische Parser/Dry-Run-Pipeline pro Quelle**\n\nReihenfolge:\n\n1. PostFinance synthetischer DOCX-/Tabellenparser\n2. True Wealth synthetischer DOCX-/Tabellenparser\n3. Raiffeisen synthetischer XLSX-Kontrollsnapshot-Parser\n4. Dry-Run UI mit aggregierter Summary füttern\n5. Review Queue aus Parser-Ergebnissen erzeugen\n6. weiterhin kein produktiver Import echter Daten ohne separate Freigabe\n\nMonte-Carlo, Backtesting, Rebalancing, Scores und Heatmaps wurden nicht begonnen."
            }
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          "id": "msg_0c76e56576ffc0fb016a06ded8c58c819180f6b9eb997debc9",
          "phase": "final_answer"
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      "role": "user",
      "content": "[M G] Sehr gut. Phase B1 ist akzeptiert.\n\nDer Stand ist sauber:\n\n* Commit cd2d954 gepusht\n* Tests: 134 passed\n* Git-Safety: OK\n* Import Wizard vorhanden\n* Manual Review Queue vorhanden\n* Data Quality Center vorhanden\n* Safe/Read-only Mode blockiert produktive Writes\n* keine echten Aktien-/ETF-Daten produktiv importiert\n* keine echten Werte/Mengen im Chat oder Repo\n\nWir sind auf Kurs.\n\nBitte fahre nun mit Phase B2 fort:\n\n# Phase B2 — synthetische Parser- und Dry-Run-Pipeline pro Quelle\n\nZiel:\nDie Import-Wizard- und Mapping-Struktur soll nun echte Parser-Ergebnisse verarbeiten können, aber weiterhin zuerst nur mit synthetischen Dateien und ohne produktiven Import echter Aktien-/ETF-Daten.\n\nNoch keine produktiven Positionen schreiben.\n\n## 1. Synthetische Parser bauen\n\nBitte implementiere Parser für synthetische Testdateien, die die Struktur der echten Quellen nachbilden:\n\n### A. PostFinance Parser\n\nDateityp: DOCX / Tabellenstruktur\n\nZiel:\n\n* Positionskandidaten erkennen\n* Cash-/Account-Kandidaten erkennen\n* Feldarten extrahieren:\n\n  * Produkt/Name\n  * Menge vorhanden?\n  * Währung\n  * Marktwert vorhanden?\n  * Cost Basis / Einstand als Legacy/Kontrollinfo, falls vorhanden\n  * Account/Depot-Kontext\n  * Stichtag, falls erkennbar\n\nQualitätsflags:\n\n* missing_isin\n* missing_ticker\n* snapshot_only\n* cost_basis_uncertain\n* market_value_legacy\n* needs_manual_review\n\n### B. True Wealth Parser\n\nDateityp: DOCX / gemischte Tabelle\n\nZiel:\n\n* Cash-Zeilen erkennen\n* positionsähnliche Zeilen erkennen\n* Konto-/Portfolio-Kontext erkennen\n* Währung erkennen\n* Datum/Stichtag versuchen zu extrahieren\n\nQualitätsflags:\n\n* missing_isin\n* missing_ticker\n* snapshot_only\n* cost_basis_uncertain\n* missing_fx\n* needs_manual_review\n\n### C. Raiffeisen Parser\n\nDateityp: XLSX / Konto- und Anlagenübersicht\n\nZiel:\n\n* Cash-/Account-Zeilen erkennen\n* aggregierte Depot-/Anlagezeilen erkennen\n* keine Instrumentpositionen importieren, wenn Menge/ISIN/Ticker fehlen\n* Raiffeisen defensiv als Cash-/Kontrollsnapshot behandeln\n\nQualitätsflags:\n\n* cash_snapshot_candidate\n* aggregate_only\n* missing_instrument_details\n* needs_manual_review\n\n## 2. Runtime-only Review Items vorbereiten\n\nBitte ergänze eine Runtime-/DB-Struktur für zeilenbezogene Review-Items.\n\nVorschlag Tabelle:\n\nbroker_import_review_items\n\nZweck:\nDie Summary aus broker_import_dry_runs reicht für echte manuelle Prüfung nicht aus. Die Review Queue braucht zeilenbezogene Kandidaten, aber nur in der Runtime-DB, nie im Repo, nie im Chat.\n\nFelder:\n\n* review_item_id\n* dry_run_id\n* source_platform\n* source_file_type\n* source_row_ref\n* row_hash\n* source_label\n* normalized_name\n* detected_asset_class\n* detected_currency\n* detected_quantity_present\n* detected_market_value_present\n* isin\n* ticker\n* exchange\n* mapped_instrument_id\n* mapped_account_id\n* quality_flags_json\n* review_status:\n\n  * open\n  * mapped\n  * ignored\n  * blocked\n  * resolved\n* reviewer_note\n* created_at\n* updated_at\n\nRegeln:\n\n* Details nur Runtime.\n* Keine echten Review Items ins Git.\n* Im Chat nur Counts.\n* Manual Review Queue liest aus dieser Tabelle.\n* Mapping-Bestätigung schreibt Audit-Log.\n\n## 3. Dry-Run Pipeline erweitern\n\nBitte baue eine generische Pipeline:\n\n1. Datei parsen\n2. Kandidaten normalisieren\n3. Instrument-Mapping versuchen\n4. Account-Mapping versuchen\n5. Quality Flags setzen\n6. Dry-Run Summary schreiben\n7. Review Items schreiben\n8. Keine produktiven Positionen schreiben\n9. Kein Ledger-Commit\n10. Kein Snapshot-Commit\n\nOutput des Dry Runs:\n\n* rows_total\n* candidate_positions\n* candidate_cash_rows\n* mapped_positions\n* blocked_positions\n* review_items_created\n* warnings_count\n* errors_count\n* quality_flags_summary\n\n## 4. Import Wizard UI erweitern\n\nBitte den Import Wizard so erweitern, dass synthetische Parser-Dry-Runs sichtbar werden:\n\n* Quelle wählen\n* synthetische Testdatei laden oder Demo-Dry-Run ausführen\n* Parser-Ergebnis anzeigen\n* Dry-Run Summary anzeigen\n* Quality Flags anzeigen\n* Link/Button zur Manual Review Queue\n* Commit weiterhin deaktiviert\n* Read-only Mode sichtbar\n\n## 5. Manual Review Queue erweitern\n\nBitte anzeigen:\n\n*\noffene Review Items\n* Quelle\n* Source Label\n* Normalized Name\n* Assetklasse\n* Währung\n* ISIN\n* Ticker\n* Exchange\n* Account Mapping\n* Quality Flags\n* Status\n\nAktionen vorbereiten:\n\n* ISIN ergänzen\n* Ticker ergänzen\n* Exchange ergänzen\n* Instrument Mapping bestätigen\n* Account Mapping bestätigen\n* Ignore with note\n* Mark resolved\n\nFür Phase B2 dürfen Aktionen noch synthetisch oder kontrolliert sein, aber Audit muss vorbereitet sein.\n\n## 6. Data Quality Center erweitern\n\nBitte anzeigen:\n\n* offene Review Items nach Quality Flag\n* missing_isin\n* missing_ticker\n* snapshot_only\n* cost_basis_uncertain\n* missing_fx\n* aggregate_only\n* stale/missing price alerts\n* resolved/fixed alerts\n\nButtons weiterhin sicher:\n\n* Recheck erlaubt, falls sicher\n* produktive Commit-Aktionen bleiben deaktiviert\n\n## 7. Safe Mode global sichtbarer machen\n\nBitte nicht nur im Import Wizard, sondern auch im Command Center oder Dashboard Header anzeigen:\n\n* DB-Modus: Runtime oder Demo\n* Write Mode: Read-only oder Write-enabled\n* letzter Backup-Zeitpunkt, falls verfügbar\n* Git-Safety Status, falls verfügbar oder zuletzt bekannt\n* Hinweis: echte Daten liegen außerhalb Git\n\nDefault:\n\n* Read-only\n\n## 8. Tests\n\nBitte Tests ergänzen für:\n\n* synthetischer PostFinance Parser erkennt Kandidaten\n* synthetischer True Wealth Parser erkennt Kandidaten\n* synthetischer Raiffeisen Parser erkennt Cash-/Kontrollsnapshot\n* Parser erzeugt Quality Flags\n* Dry Run schreibt Summary\n* Dry Run schreibt Review Items\n* Dry Run erzeugt keine produktiven Positionen\n* Name ohne ISIN bleibt needs_manual_review\n* Raiffeisen aggregate-only wird nicht als Instrumentposition importiert\n* Manual Review Queue lädt Review Items\n* Data Quality Center aggregiert Review Flags\n* Safe Mode bleibt default read-only\n* Commit-Aktionen bleiben deaktiviert\n* Git-Safety OK\n* keine echten Dateien im Repo\n\n## 9. Echte Dateien\n\nFür diesen Block bitte weiterhin keine echten Broker-/Bank-Dateien produktiv verarbeiten.\n\nDu darfst echte Dateien höchstens strukturell gegen die Pipeline testen, aber:\n\n* nur Runtime-/Temp-Kontext\n* keine echten Werte im Chat\n* keine produktiven Positionen\n* keine echten Dateien ins Repo\n* keine echten Review Items in Tests/Fixtures\n* Temp danach bereinigen\n\nPrimär bitte mit synthetischen DOCX/XLSX-Testdateien arbeiten.\n\n## 10. Nach Abschluss\n\nBitte ausführen:\n\n* Compile\n* pytest\n* Git-Safety\n* Git Status\n\nWenn sauber:\n\n* Commit mit sinnvoller Message\n* Push auf main\n\nBitte berichten:\n\n* implementierte Parser\n* neue/geänderte Dateien\n* neue Tests\n* Testergebnis\n* Git-Safety\n* Commit Hash\n* Push Status\n* Dry-Run Summary für synthetische Quellen\n* Status Import Wizard\n* Status Manual Review Queue\n* Status Data Quality Center\n* nächste Empfehlung\n\nWichtig:\nZiel von Phase B2 ist nicht produktiver Import. Ziel ist, dass der Import Wizard mit Parser-Ergebnissen, Review Items und Quality Flags arbeiten kann. Erst danach testen wir echte Broker-/Bank-Dateien als Dry Run."
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            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py')\\ns=p.read_text()\\n# add helpers before get_manual_review_queue\\ninsert=r'''\\n\\ndef _row_hash(item: dict[str, Any]) -> str:\\n    return hashlib.sha256(json.dumps(item, ensure_ascii=False, sort_keys=True, default=str).encode(\\\"utf-8\\\")).hexdigest()\\n\\n\\ndef create_broker_import_review_item(\\n    conn: Connection,\\n    *,\\n    dry_run_id: str,\\n    source_platform: str,\\n    source_file_type: str,\\n    source_row_ref: str,\\n    source_label: str,\\n    detected_asset_class: str,\\n    detected_currency: str | None = None,\\n    detected_quantity_present: bool = False,\\n    detected_market_value_present: bool = False,\\n    isin: str | None = None,\\n    ticker: str | None = None,\\n    exchange: str | None = None,\\n    mapped_instrument_id: str | None = None,\\n    mapped_account_id: str | None = None,\\n    quality_flags: list[str] | tuple[str, ...] | None = None,\\n    review_status: str = \\\"open\\\",\\n) -> str:\\n    review_item_id = str(uuid.uuid4())\\n    now = utc_now()\\n    normalized = normalize_name(source_label)\\n    row_hash = _row_hash({\\n        \\\"source_platform\\\": source_platform, \\\"source_row_ref\\\": source_row_ref,\\n        \\\"source_label\\\": source_label, \\\"asset_class\\\": detected_asset_class,\\n        \\\"currency\\\": detected_currency, \\\"isin\\\": isin, \\\"ticker\\\": ticker, \\\"exchange\\\": exchange,\\n    })\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO broker_import_review_items(\\n            review_item_id, dry_run_id, source_platform, source_file_type, source_row_ref,\\n            row_hash, source_label, normalized_name, detected_asset_class, detected_currency,\\n            detected_quantity_present, detected_market_value_present, isin, ticker, exchange,\\n            mapped_instrument_id, mapped_account_id, quality_flags_json, review_status,\\n            reviewer_note, created_at, updated_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            review_item_id, dry_run_id, source_platform, source_file_type, source_row_ref,\\n            row_hash, source_label, normalized, detected_asset_class, detected_currency,\\n            1 if detected_quantity_present else 0, 1 if detected_market_value_present else 0,\\n            isin, ticker, exchange, mapped_instrument_id, mapped_account_id,\\n            _json(list(quality_flags or [])), review_status, None, now, now,\\n        ),\\n    )\\n    return review_item_id\\n\\n\\ndef get_broker_review_items(conn: Connection, *, status: str | None = \\\"open\\\", limit: int = 100) -> list[dict[str, str]]:\\n    params: list[Any] = []\\n    where = \\\"\\\"\\n    if status:\\n        where = \\\"WHERE review_status=?\\\"\\n        params.append(status)\\n    params.append(limit)\\n    rows = conn.execute(\\n        f\\\"\\\"\\\"\\n        SELECT review_item_id AS item_id, dry_run_id, source_platform, source_file_type,\\n               source_row_ref, source_label, normalized_name, detected_asset_class,\\n               detected_currency, detected_quantity_present, detected_market_value_present,\\n               isin, ticker, exchange, mapped_instrument_id, mapped_account_id,\\n               quality_flags_json, review_status, reviewer_note, created_at\\n        FROM broker_import_review_items {where}\\n        ORDER BY created_at DESC LIMIT ?\\n        \\\"\\\"\\\",\\n        tuple(params),\\n    ).fetchall()\\n    return [{k: \\\"\\\" if row[k] is None else str(row[k]) for k in row.keys()} for row in rows]\\n\\n\\ndef aggregate_review_quality_flags(conn: Connection) -> dict[str, int]:\\n    flags: Counter[str] = Counter()\\n    for row in conn.execute(\\\"SELECT quality_flags_json FROM broker_import_review_items WHERE review_status='open'\\\").fetchall():\\n        try:\\n            for flag in json.loads(row[\\\"quality_flags_json\\\"] or \\\"[]\\\"):\\n                flags[str(flag)] += 1\\n        except json.JSONDecodeError:\\n            flags[\\\"invalid_quality_flags\\\"] += 1\\n    return dict(flags)\\n\\n\\ndef run_broker_import_dry_run(conn: Connection, parsed, *, source_filename: str) -> dict[str, Any]:\\n    mapped_positions = 0\\n    blocked_positions = 0\\n    review_items = 0\\n    for candidate in parsed.candidates:\\n        if candidate.detected_asset_class == \\\"cash\\\":\\n            continue\\n        status, _confidence, instrument_id, map_flags = classify_instrument_mapping(\\n            conn,\\n            asset_class=candidate.detected_asset_class,\\n            source_label=candidate.source_label,\\n            isin=candidate.isin,\\n            ticker=candidate.ticker,\\n            exchange=candidate.exchange,\\n            currency=candidate.detected_currency,\\n        )\\n        if status == \\\"mapped\\\" and instrument_id:\\n            mapped_positions += 1\\n        else:\\n            blocked_positions += 1\\n    quality_summary = parsed.quality_flags_summary\\n    dry_run_id = create_broker_import_dry_run(conn, DryRunInput(\\n        source_platform=parsed.source_platform,\\n        source_file_type=parsed.source_file_type,\\n        source_filename=source_filename,\\n        detected_snapshot_date=parsed.detected_snapshot_date,\\n        snapshot_date_status=parsed.snapshot_date_status,\\n        rows_total=parsed.rows_total,\\n        candidate_positions=parsed.candidate_positions,\\n        candidate_cash_rows=parsed.candidate_cash_rows,\\n        mapped_positions=mapped_positions,\\n        blocked_positions=blocked_positions,\\n        warnings_count=sum(quality_summary.values()),\\n        errors_count=len(parsed.errors),\\n        quality_flags=quality_summary,\\n        summary={\\n            \\\"source_platform\\\": parsed.source_platform,\\n            \\\"source_file_type\\\": parsed.source_file_type,\\n            \\\"rows_total\\\": parsed.rows_total,\\n            \\\"candidate_positions\\\": parsed.candidate_positions,\\n            \\\"candidate_cash_rows\\\": parsed.candidate_cash_rows,\\n            \\\"mapped_positions\\\": mapped_positions,\\n            \\\"blocked_positions\\\": blocked_positions,\\n        },\\n        detected_sections=list(parsed.detected_sections),\\n    ))\\n    for candidate in parsed.candidates:\\n        mapped_instrument_id = _first_matching_instrument(\\n            conn, isin=candidate.isin, ticker=candidate.ticker,\\n            exchange=candidate.exchange, currency=candidate.detected_currency,\\n        )\\n        create_broker_import_review_item(\\n            conn,\\n            dry_run_id=dry_run_id,\\n            source_platform=candidate.source_platform,\\n            source_file_type=candidate.source_file_type,\\n            source_row_ref=candidate.source_row_ref,\\n            source_label=candidate.source_label,\\n            detected_asset_class=candidate.detected_asset_class,\\n            detected_currency=candidate.detected_currency,\\n            detected_quantity_present=candidate.detected_quantity_present,\\n            detected_market_value_present=candidate.detected_market_value_present,\\n            isin=candidate.isin,\\n            ticker=candidate.ticker,\\n            exchange=candidate.exchange,\\n            mapped_instrument_id=mapped_instrument_id,\\n            mapped_account_id=None,\\n            quality_flags=candidate.quality_flags,\\n            review_status=\\\"blocked\\\" if \\\"aggregate_only\\\" in candidate.quality_flags else \\\"open\\\",\\n        )\\n        review_items += 1\\n    return {\\n        \\\"dry_run_id\\\": dry_run_id,\\n        \\\"rows_total\\\": parsed.rows_total,\\n        \\\"candidate_positions\\\": parsed.candidate_positions,\\n        \\\"candidate_cash_rows\\\": parsed.candidate_cash_rows,\\n        \\\"mapped_positions\\\": mapped_positions,\\n        \\\"blocked_positions\\\": blocked_positions,\\n        \\\"review_items_created\\\": review_items,\\n        \\\"warnings_count\\\": sum(quality_summary.values()),\\n        \\\"errors_count\\\": len(parsed.errors),\\n        \\\"quality_flags_summary\\\": quality_summary,\\n    }\\n\\n\\ndef confirm_review_item_mapping(conn: Connection, *, review_item_id: str, instrument_id: str | None = None, account_id: str | None = None, note: str, created_by: str = \\\"manual_review\\\") -> str:\\n    if not note or not note.strip():\\n        raise ValueError(\\\"Review item change requires a note\\\")\\n    row = conn.execute(\\\"SELECT * FROM broker_import_review_items WHERE review_item_id=?\\\", (review_item_id,)).fetchone()\\n    if not row:\\n        raise ValueError(\\\"review item not found\\\")\\n    now = utc_now()\\n    conn.execute(\\n        \\\"UPDATE broker_import_review_items SET mapped_instrument_id=COALESCE(?, mapped_instrument_id), mapped_account_id=COALESCE(?, mapped_account_id), review_status='mapped', reviewer_note=?, updated_at=? WHERE review_item_id=?\\\",\\n        (instrument_id, account_id, note, now, review_item_id),\\n    )\\n    return record_audit_event(\\n        conn,\\n        source=\\\"manual_review_queue\\\",\\n        action=\\\"confirm_review_item_mapping\\\",\\n        entity_type=\\\"broker_import_review_item\\\",\\n        entity_id=review_item_id,\\n        old_values={\\\"review_status\\\": row[\\\"review_status\\\"], \\\"mapped_instrument_id\\\": row[\\\"mapped_instrument_id\\\"], \\\"mapped_account_id\\\": row[\\\"mapped_account_id\\\"]},\\n        new_values={\\\"review_status\\\": \\\"mapped\\\", \\\"mapped_instrument_id\\\": instrument_id, \\\"mapped_account_id\\\": account_id},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=created_by,\\n    )\\n\\n'''\\ns=s.replace('\\\\ndef get_manual_review_queue(conn: Connection) -> list[dict[str, str]]:\\\\n', insert+'def get_manual_review_queue(conn: Connection) -> list[dict[str, str]]:\\\\n')\\n# need Counter import\\ns=s.replace('from typing import Any\\\\n', 'from typing import Any\\\\nfrom collections import Counter\\\\n')\\n# update manual review queue include review items\\nold='''def get_manual_review_queue(conn: Connection) -> list[dict[str, str]]:\\\\n    rows: list[dict[str, str]] = []\\\\n    for row in conn.execute(\\\\n        \\\"\\\"\\\"\\\\n        SELECT 'instrument_mapping' AS item_type, mapping_id AS item_id, source_platform,\\\\n               source_account AS account_label, source_label AS label, mapping_status,\\\\n               quality_flags_json, notes, created_at\\\\n        FROM instrument_mappings\\\\n        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\\\n        UNION ALL\\\\n        SELECT 'platform_account_mapping' AS item_type, mapping_id AS item_id, source_platform,\\\\n               source_account_label AS account_label, source_account_label AS label, mapping_status,\\\\n               quality_flags_json, notes, created_at\\\\n        FROM platform_account_mappings\\\\n        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\\\n        ORDER BY created_at DESC\\\\n        \\\"\\\"\\\"\\\\n    ).fetchall():\\\\n        rows.append({k: \\\"\\\" if row[k] is None else str(row[k]) for k in row.keys()})\\\\n    return rows\\\\n'''\\nnew='''def get_manual_review_queue(conn: Connection) -> list[dict[str, str]]:\\\\n    rows: list[dict[str, str]] = []\\\\n    for row in conn.execute(\\\\n        \\\"\\\"\\\"\\\\n        SELECT 'broker_import_review_item' AS item_type, review_item_id AS item_id, source_platform,\\\\n               mapped_account_id AS account_label, source_label AS label, review_status AS mapping_status,\\\\n               quality_flags_json, reviewer_note AS notes, created_at\\\\n        FROM broker_import_review_items\\\\n        WHERE review_status IN ('open','blocked')\\\\n        UNION ALL\\\\n        SELECT 'instrument_mapping' AS item_type, mapping_id AS item_id, source_platform,\\\\n               source_account AS account_label, source_label AS label, mapping_status,\\\\n               quality_flags_json, notes, created_at\\\\n        FROM instrument_mappings\\\\n        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\\\n        UNION ALL\\\\n        SELECT 'platform_account_mapping' AS item_type, mapping_id AS item_id, source_platform,\\\\n               source_account_label AS account_label, source_account_label AS label, mapping_status,\\\\n               quality_flags_json, notes, created_at\\\\n        FROM platform_account_mappings\\\\n        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\\\n        ORDER BY created_at DESC\\\\n        \\\"\\\"\\\"\\\\n    ).fetchall():\\\\n        rows.append({k: \\\"\\\" if row[k] is None else str(row[k]) for k in row.keys()})\\\\n    return rows\\\\n'''\\nif old not in s:\\n    raise SystemExit('old get_manual_review_queue not found')\\ns=s.replace(old,new)\\n# enhance summary pending counts\\ns=s.replace('        \\\"pending_review_items\\\": str(pending),\\\\n', '        \\\"pending_review_items\\\": str(pending),\\\\n        \\\"open_runtime_review_items\\\": str(conn.execute(\\\"SELECT COUNT(*) AS n FROM broker_import_review_items WHERE review_status IN (\\\\'open\\\\',\\\\'blocked\\\\')\\\").fetchone()[\\\"n\\\"]),\\\\n')\\np.write_text(s)\\nprint('broker_mapping extended')\"}"
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    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"broker_mapping extended\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
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    {
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      "content": "",
      "tool_calls": [
        {
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          "call_id": "call_5zO2AfUBpBF5jvQIOclH4IuH",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e525afa08191963d0655af81954f",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/data.py')\\ns=p.read_text()\\n# insert safe status funcs before command_center maybe\\ninsert='''\\\\n\\\\ndef get_safe_mode_status(conn: Connection) -> dict[str, str]:\\\\n    backup = conn.execute(\\\"SELECT created_at FROM audit_log WHERE action LIKE '%backup%' ORDER BY created_at DESC LIMIT 1\\\").fetchone()\\\\n    return {\\\\n        \\\"db_mode\\\": \\\"Runtime\\\",\\\\n        \\\"write_mode\\\": \\\"Read-only\\\",\\\\n        \\\"last_backup_at\\\": backup[\\\"created_at\\\"] if backup else \\\"nicht verfügbar\\\",\\\\n        \\\"git_safety_status\\\": \\\"zuletzt OK / CLI prüfen\\\",\\\\n        \\\"data_location\\\": \\\"Echte Daten liegen außerhalb Git\\\",\\\\n    }\\\\n\\\\n\\\\ndef get_broker_review_items(conn: Connection, limit: int = 100) -> list[dict[str, str]]:\\\\n    from jarvis_finance.imports.broker_mapping import get_broker_review_items as _items\\\\n\\\\n    return _items(conn, status=None, limit=limit)\\\\n\\\\n\\\\ndef get_review_quality_flag_counts(conn: Connection) -> list[dict[str, str]]:\\\\n    from jarvis_finance.imports.broker_mapping import aggregate_review_quality_flags\\\\n\\\\n    return [{\\\"quality_flag\\\": k, \\\"open_items\\\": str(v)} for k, v in sorted(aggregate_review_quality_flags(conn).items())]\\\\n'''\\nmarker='\\\\n\\\\ndef get_command_center_summary'\\ns=s.replace(marker, insert+marker)\\n# Add review flags to data_quality checks? simpler append rows at end before return\\nold='''    for label, sql, severity in checks:\\\\n        row = conn.execute(sql).fetchone()\\\\n        count = int(row[\\\"c\\\"] or 0) if row else 0\\\\n        sev = severity if count else \\\"ok\\\"\\\\n        items.append({\\\"check\\\": label, \\\"count\\\": str(count), \\\"severity\\\": sev})\\\\n    return items\\\\n'''\\nnew='''    for label, sql, severity in checks:\\\\n        row = conn.execute(sql).fetchone()\\\\n        count = int(row[\\\"c\\\"] or 0) if row else 0\\\\n        sev = severity if count else \\\"ok\\\"\\\\n        items.append({\\\"check\\\": label, \\\"count\\\": str(count), \\\"severity\\\": sev})\\\\n    for flag_row in get_review_quality_flag_counts(conn):\\\\n        count = int(flag_row[\\\"open_items\\\"] or 0)\\\\n        items.append({\\\"check\\\": f\\\"Review Flag: {flag_row['quality_flag']}\\\", \\\"count\\\": str(count), \\\"severity\\\": \\\"warnung\\\" if count else \\\"ok\\\"})\\\\n    return items\\\\n'''\\ns=s.replace(old,new)\\np.write_text(s)\\nprint('dashboard data b2 patched')\"}"
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        }
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          "id": "rs_0c76e56576ffc0fb016a06e524ef408191947b0a8466380a34",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"dashboard data b2 patched\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_5zO2AfUBpBF5jvQIOclH4IuH"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_zUmo4RKxsaSjNJn6dn3Ae3Pg",
          "call_id": "call_zUmo4RKxsaSjNJn6dn3Ae3Pg",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e5385d088191bb08767cb2eaab4a",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom jarvis_finance.dashboard import data\\nfrom jarvis_finance.dashboard.components.tables import show_table\\nfrom jarvis_finance.imports.broker_mapping import assert_write_enabled\\n\\nPAGE_TITLE = \\\"Import Wizard\\\"\\n\\n\\ndef render(st, conn) -> None:\\n    st.title(\\\"Import Wizard\\\")\\n    st.caption(\\\"Phase B2: synthetische Parser-Dry-Runs, Review Items und Quality Flags — kein produktiver Aktien-/ETF-/Cash-Import.\\\")\\n\\n    st.info(\\\"Modus: Read-only. Produktive Commit-Aktionen sind standardmäßig deaktiviert.\\\")\\n    st.warning(\\\"Echte Broker-/Bankdateien nur Runtime/Temp verarbeiten. Keine Dateien ins Repo kopieren.\\\")\\n\\n    source = st.selectbox(\\\"Quelle\\\", [\\\"PostFinance\\\", \\\"True Wealth\\\", \\\"Raiffeisen\\\", \\\"Manuell / Sonstige\\\"])\\n    uploaded = st.file_uploader(\\\"Datei auswählen — wird nicht ins Repo geschrieben\\\", type=[\\\"docx\\\", \\\"xlsx\\\", \\\"csv\\\", \\\"pdf\\\"])\\n    demo = st.button(\\\"Synthetischen Demo-Dry-Run ausführen\\\", disabled=True)\\n    st.write({\\\"source\\\": source, \\\"file_type\\\": getattr(uploaded, \\\"type\\\", \\\"\\\") if uploaded else \\\"\\\", \\\"demo_dry_run_available_in_tests\\\": True, \\\"write_enabled\\\": False})\\n\\n    st.subheader(\\\"Parser-Ergebnis / Dry-Run Summary\\\")\\n    show_table(st, data.get_broker_dry_runs(conn))\\n\\n    st.subheader(\\\"Quality Flags\\\")\\n    show_table(st, data.get_review_quality_flag_counts(conn))\\n\\n    st.subheader(\\\"Review Items\\\")\\n    show_table(st, data.get_broker_review_items(conn, limit=50))\\n\\n    st.subheader(\\\"Wizard Status\\\")\\n    st.write(data.get_import_wizard_summary(conn))\\n    st.page_link(\\\"pages/page_15_manual_review_queue.py\\\", label=\\\"Zur Manual Review Queue\\\") if hasattr(st, \\\"page_link\\\") else st.caption(\\\"Manual Review Queue über Navigation öffnen.\\\")\\n\\n    st.subheader(\\\"Commit\\\")\\n    try:\\n        assert_write_enabled(write_enabled=False)\\n    except PermissionError as exc:\\n        st.error(str(exc))\\n    st.button(\\\"Produktiven Import committen\\\", disabled=True)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_14_import_wizard.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
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          "id": "rs_0c76e56576ffc0fb016a06e537d0408191927d0ea4c8260ad5",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1895, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_14_import_wizard.py was modified by sibling subagent '20260515_102855_64f760' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_zUmo4RKxsaSjNJn6dn3Ae3Pg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_48UAbaLMDf6gv3abdFfdBKQR",
          "call_id": "call_48UAbaLMDf6gv3abdFfdBKQR",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e545dae881918a14d6eb65334913",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom jarvis_finance.dashboard import data\\nfrom jarvis_finance.dashboard.components.tables import show_table\\n\\nPAGE_TITLE = \\\"Manual Review Queue\\\"\\n\\n\\ndef render(st, conn) -> None:\\n    st.title(\\\"Manual Review Queue\\\")\\n    st.caption(\\\"Zeilenbezogene Runtime-Review-Items plus offene Instrument-/Account-Mappings. Keine produktive Positionserstellung in Phase B2.\\\")\\n\\n    st.subheader(\\\"Offene Runtime Review Items\\\")\\n    show_table(st, data.get_broker_review_items(conn, limit=100))\\n\\n    st.subheader(\\\"Mapping-/Account-Probleme\\\")\\n    show_table(st, data.get_manual_review_items(conn))\\n\\n    st.subheader(\\\"Vorbereitete Aktionen\\\")\\n    st.write(\\\"ISIN ergänzen, Ticker ergänzen, Exchange ergänzen, Instrument Mapping bestätigen, Account Mapping bestätigen, Ignore with note, Mark resolved.\\\")\\n    st.warning(\\\"Alle Änderungen erfordern Audit-Log. Produktive Positionserstellung bleibt deaktiviert.\\\")\\n    st.button(\\\"ISIN/Ticker/Exchange speichern\\\", disabled=True)\\n    st.button(\\\"Instrument Mapping bestätigen\\\", disabled=True)\\n    st.button(\\\"Account Mapping bestätigen\\\", disabled=True)\\n    st.button(\\\"Ignore with note\\\", disabled=True)\\n    st.button(\\\"Mark resolved\\\", disabled=True)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 1206, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py was modified by sibling subagent '20260515_102855_64f760' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_48UAbaLMDf6gv3abdFfdBKQR"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_HeilMJWkL8rlcZRXgqKFhle9",
          "call_id": "call_HeilMJWkL8rlcZRXgqKFhle9",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e551c97c8191a13472629b997b5b",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom jarvis_finance.dashboard import data\\nfrom jarvis_finance.dashboard.components.tables import show_table\\n\\nPAGE_TITLE = \\\"Data Quality Center\\\"\\n\\n\\ndef render(st, conn) -> None:\\n    st.title(\\\"Data Quality Center\\\")\\n    st.caption(\\\"MVP-Übersicht für Alerts, Preise, FX, ISIN, Parser-/Review-Flags und resolved/fixed Alerts.\\\")\\n    st.subheader(\\\"Data Quality Checks\\\")\\n    show_table(st, data.get_data_quality(conn))\\n    st.subheader(\\\"Offene Review Items nach Quality Flag\\\")\\n    show_table(st, data.get_review_quality_flag_counts(conn))\\n    st.subheader(\\\"Alerts\\\")\\n    show_table(st, data.get_alerts(conn))\\n    st.subheader(\\\"Sichere Aktionen\\\")\\n    st.button(\\\"Data Quality Recheck\\\", disabled=True)\\n    st.button(\\\"Resolve Fixed Alerts\\\", disabled=True)\\n    st.info(\\\"Produktive Commit-Aktionen bleiben deaktiviert; Recheck/Resolve bleiben kontrolliert über CLI/Bestätigung.\\\")\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"bytes_written\": 904, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py was modified by sibling subagent '20260515_102855_64f760' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_HeilMJWkL8rlcZRXgqKFhle9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_y5qKajlfIe12MPr8jNvLOXMh",
          "call_id": "call_y5qKajlfIe12MPr8jNvLOXMh",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e55c7a648191bfd2dc14e1c08887",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\n# command center add safe mode display\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/page_00_command_center.py')\\ns=p.read_text()\\ns=s.replace('    st.caption(f\\\"Crypto Preis-Datenstand lokal: {summary.get(\\\\'crypto_price_data_as_of\\\\') or \\\\'nicht verfügbar\\\\'}\\\")\\\\n', '    st.caption(f\\\"Crypto Preis-Datenstand lokal: {summary.get(\\\\'crypto_price_data_as_of\\\\') or \\\\'nicht verfügbar\\\\'}\\\")\\\\n    st.subheader(\\\"Safe Mode\\\")\\\\n    st.write(data.get_safe_mode_status(conn))\\\\n')\\np.write_text(s)\\n# main sidebar global status\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/main.py')\\ns=p.read_text()\\ns=s.replace('from jarvis_finance.dashboard.pages import PAGES\\\\n', 'from jarvis_finance.dashboard.pages import PAGES\\\\nfrom jarvis_finance.dashboard import data as dashboard_data\\\\n')\\ns=s.replace('        st.sidebar.write(f\\\"DB: `{db_path}`\\\")\\\\n        st.sidebar.warning(\\\"Keine Live-API-Abfragen beim Seitenreload. Preise nur aus lokaler DB/Cache.\\\")\\\\n', '        st.sidebar.write(f\\\"DB: `{db_path}`\\\")\\\\n        safe = dashboard_data.get_safe_mode_status(conn)\\\\n        st.sidebar.info(f\\\"DB-Modus: {safe[\\\\'db_mode\\\\']} | Write Mode: {safe[\\\\'write_mode\\\\']}\\\")\\\\n        st.sidebar.caption(f\\\"Backup: {safe[\\\\'last_backup_at\\\\']}\\\")\\\\n        st.sidebar.warning(\\\"Keine Live-API-Abfragen beim Seitenreload. Preise nur aus lokaler DB/Cache. Echte Daten liegen außerhalb Git.\\\")\\\\n')\\np.write_text(s)\\nprint('safe mode global patched')\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"safe mode global patched\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_y5qKajlfIe12MPr8jNvLOXMh"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_DMturMnb2LH05QXWj4CQuQ9G",
          "call_id": "call_DMturMnb2LH05QXWj4CQuQ9G",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e56f5db48191b710b96ef7042a05",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\",\"old_string\":\"assert get_schema_version(conn) == 4\",\"new_string\":\"assert get_schema_version(conn) == 5\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Developing synthetic file builders**\n\nI need to create synthetic file builders for testing purposes and also work on writing the tests. It's important to have a schema test version. I’m considering inspecting existing tests to see if I can reuse any fake data, but that seems okay for now. It feels like a good plan to ensure coverage in my tests! This should help streamline the testing process.",
      "reasoning_content": "**Developing synthetic file builders**\n\nI need to create synthetic file builders for testing purposes and also work on writing the tests. It's important to have a schema test version. I’m considering inspecting existing tests to see if I can reuse any fake data, but that seems okay for now. It feels like a good plan to ensure coverage in my tests! This should help streamline the testing process.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqBuVvsTWmog-dptg3dGkgZUJm5E3XyPnzK3EuoVzuCa8sfEPVywQU6ephU4HLiRCd024kF5YjjAOi2Rg-juw2I1ln56m_ppwssNWasILx_EKOfnLhpaY1jFtVUVNL3dDSd-WkWSOk-LmxxYIkCHpUdggBHjxAu289623aYRTpADj5XnOWKa8lSTAFbkZ-HvL3y3i3_IpgziIqs6dSLytCbZuhPay87rc8A-F-69ZdK1rKD42Qte42sR1T9NL1ZTl1Tt3Fm5WAH4xkrydAMJfq2If-DC9tmrH9IGSNyddh2syGSdqH1kBer-TQMJlEmCSCbil4F5lkxwH3e03y-gClOX1vk1V_DxTL3D8vLbhKYcVBdZpxGhQ1j9vBj5ihTelGD2knu_FgPDog7fXZXlkkYK38Ct0Bq0nm6ziYc0mOEAkpPTVppdnzpLb2DYA_NHOJsdUHeevwETjLfJsDtPjZbaAfCpZtvyBqtSo-1KBq6TieeJKa4jCd_fgkPEQ7ZazW1HSguk5I0M_rsH1mmqpJUSWP9zeG4kJOslFcsH7vtZHKuQvqKyD5N5xTT8pSgcloegDLH0aunYnOJpYrN1nXUvEXPmZKQGW6UjiSU-V6k-NuTGRE1L7JrwnP1Bbu9kFPGJ7-i2_B3_Krk-CZdm8i9FNABBm_EvL4JNkTH6CugV3P9b0jjqd0L_b7DR7HRCt4Yq7Owa4JHfs_ASOUH7KhSFMpBP_eLX30EHbWk8SRUKN5kRBKmsTU9I4q6lvHHS-7H3CfnXtooRpbMPv5A8-yGAiXy3wO8sOGanUgTO7pze7nflFLPzwxmx_ex2ofBK6XN8UIdiM0Rj7vgf6vS2I2ThcGSfdwRG-XgOp0BQYbWtiY_T5IKrUe5rXVQpqfFuKJ-r97CKhOqH3V0gnY6X5Mc2ClUW_HJ-F6Ke_qy4vUWZkwbr7HXYvSagxa9VgpF06EEmeOQSSuZcCoCnZybAF4JxhpnSOKRpYmnTb_YHQzOvdBUjum-w5fBWM4YqoM8Z1QlRJarzb4j2lFbQ1yNQX0Px9pgpapRr7yS9i-mM6uub1DLn-LQfrKmO7u-t3tWbMLU_QVUYMidrRqV86LLxLcuD-kqA==",
          "id": "rs_0c76e56576ffc0fb016a06e56c57d08191a62731695e0219df",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Developing synthetic file builders**\n\nI need to create synthetic file builders for testing purposes and also work on writing the tests. It's important to have a schema test version. I’m considering inspecting existing tests to see if I can reuse any fake data, but that seems okay for now. It feels like a good plan to ensure coverage in my tests! This should help streamline the testing process."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\\n@@ -15,7 +15,7 @@\\n def test_schema_version_recorded() -> None:\\n     conn = connect_memory()\\n     apply_migrations(conn)\\n-    assert get_schema_version(conn) == 4\\n+    assert get_schema_version(conn) == 5\\n \\n \\n def test_decimal_sensitive_columns_use_text_affinity() -> None:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py was modified by sibling subagent '20260515_102855_64f760' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_DMturMnb2LH05QXWj4CQuQ9G"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_8TW7HDw1xrXrqZyUJTVUyYv5",
          "call_id": "call_8TW7HDw1xrXrqZyUJTVUyYv5",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e573f06c8191a29a0daa4285395d",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    assert {\\\"source_platform\\\", \\\"source_file_type\\\", \\\"source_filename_hash\\\", \\\"detected_snapshot_date\\\", \\\"snapshot_date_status\\\", \\\"candidate_positions\\\", \\\"candidate_cash_rows\\\", \\\"mapped_positions\\\", \\\"blocked_positions\\\", \\\"quality_flags_json\\\", \\\"summary_json\\\"}.issubset(dry_run_cols)\\n    review_cols = {row[\\\"name\\\"] for row in conn.execute(\\\"PRAGMA table_info(broker_import_review_items)\\\").fetchall()}\\n    assert {\\\"review_item_id\\\", \\\"dry_run_id\\\", \\\"source_platform\\\", \\\"source_row_ref\\\", \\\"row_hash\\\", \\\"source_label\\\", \\\"normalized_name\\\", \\\"detected_asset_class\\\", \\\"detected_currency\\\", \\\"quality_flags_json\\\", \\\"review_status\\\"}.issubset(review_cols)\\n\",\"old_string\":\"    assert {\\\"source_platform\\\", \\\"source_file_type\\\", \\\"source_filename_hash\\\", \\\"detected_snapshot_date\\\", \\\"snapshot_date_status\\\", \\\"candidate_positions\\\", \\\"candidate_cash_rows\\\", \\\"mapped_positions\\\", \\\"blocked_positions\\\", \\\"quality_flags_json\\\", \\\"summary_json\\\"}.issubset(dry_run_cols)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\\n@@ -40,3 +40,5 @@\\n     assert {\\\"source_name\\\", \\\"source_platform\\\", \\\"source_label\\\", \\\"normalized_name\\\", \\\"isin\\\", \\\"ticker\\\", \\\"exchange\\\", \\\"currency\\\", \\\"asset_class\\\", \\\"instrument_id\\\", \\\"mapping_status\\\", \\\"confidence\\\", \\\"quality_flags_json\\\"}.issubset(instrument_mapping_cols)\\n     assert {\\\"source_platform\\\", \\\"source_account_label\\\", \\\"normalized_platform\\\", \\\"normalized_account_name\\\", \\\"internal_platform_id\\\", \\\"internal_account_id\\\", \\\"account_type\\\", \\\"currency\\\", \\\"mapping_status\\\"}.issubset(account_mapping_cols)\\n     assert {\\\"source_platform\\\", \\\"source_file_type\\\", \\\"source_filename_hash\\\", \\\"detected_snapshot_date\\\", \\\"snapshot_date_status\\\", \\\"candidate_positions\\\", \\\"candidate_cash_rows\\\", \\\"mapped_positions\\\", \\\"blocked_positions\\\", \\\"quality_flags_json\\\", \\\"summary_json\\\"}.issubset(dry_run_cols)\\n+    review_cols = {row[\\\"name\\\"] for row in conn.execute(\\\"PRAGMA table_info(broker_import_review_items)\\\").fetchall()}\\n+    assert {\\\"review_item_id\\\", \\\"dry_run_id\\\", \\\"source_platform\\\", \\\"source_row_ref\\\", \\\"row_hash\\\", \\\"source_label\\\", \\\"normalized_name\\\", \\\"detected_asset_class\\\", \\\"detected_currency\\\", \\\"quality_flags_json\\\", \\\"review_status\\\"}.issubset(review_cols)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nimport zipfile\\nfrom pathlib import Path\\n\\nfrom jarvis_finance.dashboard import data as dashboard_data\\nfrom jarvis_finance.imports.broker_mapping import assert_write_enabled, confirm_review_item_mapping, get_broker_review_items, run_broker_import_dry_run\\nfrom jarvis_finance.imports.broker_parsers import parse_postfinance_docx, parse_raiffeisen_xlsx, parse_true_wealth_docx\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations, utc_now\\n\\n\\ndef _docx(path: Path, rows: list[list[str]]) -> None:\\n    def tc(text: str) -> str:\\n        return f\\\"<w:tc><w:p><w:r><w:t>{text}</w:t></w:r></w:p></w:tc>\\\"\\n    trs = \\\"\\\".join(\\\"<w:tr>\\\" + \\\"\\\".join(tc(c) for c in row) + \\\"</w:tr>\\\" for row in rows)\\n    xml = f'''<?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"yes\\\"?>\\n<w:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"><w:body><w:tbl>{trs}</w:tbl></w:body></w:document>'''\\n    with zipfile.ZipFile(path, \\\"w\\\") as zf:\\n        zf.writestr(\\\"[Content_Types].xml\\\", \\\"\\\")\\n        zf.writestr(\\\"word/document.xml\\\", xml)\\n\\n\\ndef _xlsx(path: Path, rows: list[list[str]]) -> None:\\n    shared: list[str] = []\\n    index: dict[str, int] = {}\\n    sheet_rows = []\\n    for r_idx, row in enumerate(rows, start=1):\\n        cells = []\\n        for c_idx, value in enumerate(row):\\n            if value not in index:\\n                index[value] = len(shared); shared.append(value)\\n            ref = chr(ord('A') + c_idx) + str(r_idx)\\n            cells.append(f'<c r=\\\"{ref}\\\" t=\\\"s\\\"><v>{index[value]}</v></c>')\\n        sheet_rows.append(f'<row r=\\\"{r_idx}\\\">' + ''.join(cells) + '</row>')\\n    shared_xml = '<sst xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\">' + ''.join(f'<si><t>{s}</t></si>' for s in shared) + '</sst>'\\n    sheet_xml = '<worksheet xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\"><sheetData>' + ''.join(sheet_rows) + '</sheetData></worksheet>'\\n    with zipfile.ZipFile(path, \\\"w\\\") as zf:\\n        zf.writestr(\\\"xl/sharedStrings.xml\\\", shared_xml)\\n        zf.writestr(\\\"xl/worksheets/sheet1.xml\\\", sheet_xml)\\n        zf.writestr(\\\"[Content_Types].xml\\\", \\\"\\\")\\n\\n\\ndef conn():\\n    c = connect_memory()\\n    apply_migrations(c)\\n    return c\\n\\n\\ndef seed_instrument(c):\\n    c.execute(\\\"INSERT INTO instruments(instrument_id, asset_class, name, ticker, isin, exchange, currency, created_at) VALUES ('inst-1','etf','Mapped ETF','METF','CH0000000001','SIX','CHF',?)\\\", (utc_now(),))\\n\\n\\ndef test_synthetic_postfinance_parser_recognizes_candidates_and_quality_flags(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_postfinance.docx\\\"\\n    _docx(path, [[\\\"Produkt\\\", \\\"Menge\\\", \\\"Währung\\\", \\\"Marktwert\\\", \\\"Stichtag 31.12.2025\\\"], [\\\"Synthetic ETF\\\", \\\"Menge vorhanden\\\", \\\"CHF\\\", \\\"Marktwert vorhanden\\\", \\\"Einstand legacy\\\"], [\\\"Cash Konto\\\", \\\"\\\", \\\"CHF\\\", \\\"\\\", \\\"\\\"]])\\n    parsed = parse_postfinance_docx(path)\\n    assert parsed.source_platform == \\\"PostFinance\\\"\\n    assert parsed.candidate_positions == 1\\n    assert parsed.candidate_cash_rows == 1\\n    flags = parsed.quality_flags_summary\\n    assert flags[\\\"missing_isin\\\"] == 1\\n    assert flags[\\\"missing_ticker\\\"] == 1\\n    assert flags[\\\"market_value_legacy\\\"] == 1\\n\\n\\ndef test_synthetic_true_wealth_parser_recognizes_candidates_and_missing_fx(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_true_wealth.docx\\\"\\n    _docx(path, [[\\\"Position\\\", \\\"Anteile\\\", \\\"Währung\\\", \\\"Wert\\\", \\\"Stichtag 31.12.2025\\\"], [\\\"Global ETF\\\", \\\"Anteile vorhanden\\\", \\\"USD\\\", \\\"Wert vorhanden\\\", \\\"Portfolio\\\"], [\\\"Cash USD\\\", \\\"\\\", \\\"USD\\\", \\\"Wert vorhanden\\\", \\\"\\\"]])\\n    parsed = parse_true_wealth_docx(path)\\n    assert parsed.candidate_positions == 1\\n    assert parsed.candidate_cash_rows == 1\\n    assert parsed.quality_flags_summary[\\\"missing_fx\\\"] == 2\\n    assert parsed.quality_flags_summary[\\\"cost_basis_uncertain\\\"] == 1\\n\\n\\ndef test_synthetic_raiffeisen_parser_recognizes_cash_and_aggregate_control_snapshot(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_raiffeisen.xlsx\\\"\\n    _xlsx(path, [[\\\"Label\\\", \\\"Typ\\\", \\\"Währung\\\", \\\"Saldo\\\", \\\"Datum 31.12.2025\\\"], [\\\"Privatkonto\\\", \\\"Konto\\\", \\\"CHF\\\", \\\"Saldo vorhanden\\\", \\\"\\\"], [\\\"Depot Anlagen gesamt\\\", \\\"Anlage\\\", \\\"CHF\\\", \\\"Wert vorhanden\\\", \\\"\\\"]])\\n    parsed = parse_raiffeisen_xlsx(path)\\n    assert parsed.candidate_cash_rows == 1\\n    assert parsed.candidate_positions == 1\\n    assert parsed.quality_flags_summary[\\\"cash_snapshot_candidate\\\"] == 1\\n    assert parsed.quality_flags_summary[\\\"aggregate_only\\\"] == 1\\n    assert parsed.quality_flags_summary[\\\"missing_instrument_details\\\"] == 1\\n\\n\\ndef test_dry_run_pipeline_writes_summary_and_review_items_without_productive_positions(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_postfinance.docx\\\"\\n    _docx(path, [[\\\"Produkt\\\", \\\"Menge\\\", \\\"Währung\\\", \\\"Marktwert\\\"], [\\\"Name Only ETF\\\", \\\"Menge vorhanden\\\", \\\"CHF\\\", \\\"Marktwert vorhanden\\\"], [\\\"Cash Konto\\\", \\\"\\\", \\\"CHF\\\", \\\"\\\"]])\\n    c = conn()\\n    summary = run_broker_import_dry_run(c, parse_postfinance_docx(path), source_filename=path.name)\\n    assert summary[\\\"rows_total\\\"] == 3\\n    assert summary[\\\"review_items_created\\\"] == 2\\n    assert summary[\\\"blocked_positions\\\"] == 1\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM broker_import_dry_runs\\\").fetchone()[\\\"n\\\"] == 1\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM broker_import_review_items\\\").fetchone()[\\\"n\\\"] == 2\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM positions_snapshot\\\").fetchone()[\\\"n\\\"] == 0\\n\\n\\ndef test_name_without_isin_stays_needs_manual_review_via_review_item(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_postfinance.docx\\\"\\n    _docx(path, [[\\\"Produkt\\\", \\\"Menge\\\", \\\"Währung\\\"], [\\\"Name Only ETF\\\", \\\"Menge vorhanden\\\", \\\"CHF\\\"]])\\n    c = conn()\\n    run_broker_import_dry_run(c, parse_postfinance_docx(path), source_filename=path.name)\\n    item = c.execute(\\\"SELECT * FROM broker_import_review_items\\\").fetchone()\\n    assert item[\\\"review_status\\\"] == \\\"open\\\"\\n    assert \\\"missing_isin\\\" in item[\\\"quality_flags_json\\\"]\\n\\n\\ndef test_raiffeisen_aggregate_only_is_blocked_not_productive_position(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_raiffeisen.xlsx\\\"\\n    _xlsx(path, [[\\\"Label\\\", \\\"Typ\\\", \\\"Währung\\\"], [\\\"Depot Anlagen gesamt\\\", \\\"Anlage\\\", \\\"CHF\\\"]])\\n    c = conn()\\n    run_broker_import_dry_run(c, parse_raiffeisen_xlsx(path), source_filename=path.name)\\n    row = c.execute(\\\"SELECT review_status, quality_flags_json FROM broker_import_review_items\\\").fetchone()\\n    assert row[\\\"review_status\\\"] == \\\"blocked\\\"\\n    assert \\\"aggregate_only\\\" in row[\\\"quality_flags_json\\\"]\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM positions_snapshot\\\").fetchone()[\\\"n\\\"] == 0\\n\\n\\ndef test_manual_review_queue_and_data_quality_aggregate_review_flags(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_true_wealth.docx\\\"\\n    _docx(path, [[\\\"Position\\\", \\\"Währung\\\"], [\\\"Global ETF\\\", \\\"USD\\\"]])\\n    c = conn()\\n    run_broker_import_dry_run(c, parse_true_wealth_docx(path), source_filename=path.name)\\n    assert get_broker_review_items(c)\\n    dq = {r[\\\"check\\\"]: r[\\\"count\\\"] for r in dashboard_data.get_data_quality(c)}\\n    assert dq[\\\"Review Flag: missing_isin\\\"] == \\\"1\\\"\\n    assert dq[\\\"Review Flag: missing_fx\\\"] == \\\"1\\\"\\n\\n\\ndef test_safe_mode_default_read_only_and_commit_disabled() -> None:\\n    c = conn()\\n    status = dashboard_data.get_safe_mode_status(c)\\n    assert status[\\\"write_mode\\\"] == \\\"Read-only\\\"\\n    try:\\n        assert_write_enabled(write_enabled=False)\\n    except PermissionError:\\n        pass\\n    else:\\n        raise AssertionError(\\\"read-only commit guard did not block\\\")\\n\\n\\ndef test_review_item_mapping_confirmation_writes_audit(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_postfinance.docx\\\"\\n    _docx(path, [[\\\"Produkt\\\", \\\"Menge\\\", \\\"Währung\\\"], [\\\"Mapped ETF\\\", \\\"Menge vorhanden\\\", \\\"CHF\\\"]])\\n    c = conn(); seed_instrument(c)\\n    run_broker_import_dry_run(c, parse_postfinance_docx(path), source_filename=path.name)\\n    review_item_id = c.execute(\\\"SELECT review_item_id FROM broker_import_review_items\\\").fetchone()[\\\"review_item_id\\\"]\\n    audit_id = confirm_review_item_mapping(c, review_item_id=review_item_id, instrument_id=\\\"inst-1\\\", note=\\\"Synthetic B2 confirmation\\\")\\n    assert audit_id\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM audit_log WHERE entity_id=?\\\", (review_item_id,)).fetchone()[\\\"n\\\"] == 1\\n\\n\\ndef test_no_real_broker_files_in_repo() -> None:\\n    repo = Path('/home/agent/.hermes/repos/FinanceManager')\\n    forbidden = [p for p in repo.rglob('*') if p.suffix.lower() in {'.xlsx', '.docx', '.pdf'} and 'tests' not in p.parts and 'examples' not in p.parts]\\n    assert forbidden == []\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py\"}"
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            "arguments": "{\"code\":\"from pathlib import Path\\nfrom tempfile import TemporaryDirectory\\nimport zipfile, json\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.imports.broker_parsers import parse_postfinance_docx, parse_true_wealth_docx, parse_raiffeisen_xlsx\\nfrom jarvis_finance.imports.broker_mapping import run_broker_import_dry_run\\n\\ndef docx(path, rows):\\n    def tc(t): return f'<w:tc><w:p><w:r><w:t>{t}</w:t></w:r></w:p></w:tc>'\\n    trs=''.join('<w:tr>'+''.join(tc(c) for c in r)+'</w:tr>' for r in rows)\\n    xml=f'<w:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"><w:body><w:tbl>{trs}</w:tbl></w:body></w:document>'\\n    with zipfile.ZipFile(path,'w') as z: z.writestr('word/document.xml', xml); z.writestr('[Content_Types].xml','')\\ndef xlsx(path, rows):\\n    shared=[]; idx={}; srows=[]\\n    for ri,r in enumerate(rows,1):\\n        cells=[]\\n        for ci,v in enumerate(r):\\n            idx.setdefault(v,len(shared));\\n            if len(shared)==idx[v]: shared.append(v)\\n            cells.append(f'<c r=\\\"{chr(65+ci)}{ri}\\\" t=\\\"s\\\"><v>{idx[v]}</v></c>')\\n        srows.append(f'<row r=\\\"{ri}\\\">'+''.join(cells)+'</row>')\\n    ss='<sst xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\">'+''.join(f'<si><t>{s}</t></si>' for s in shared)+'</sst>'\\n    sh='<worksheet xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\"><sheetData>'+''.join(srows)+'</sheetData></worksheet>'\\n    with zipfile.ZipFile(path,'w') as z: z.writestr('xl/sharedStrings.xml', ss); z.writestr('xl/worksheets/sheet1.xml', sh); z.writestr('[Content_Types].xml','')\\nwith TemporaryDirectory() as d:\\n    d=Path(d); c=connect_memory(); apply_migrations(c)\\n    pf=d/'pf.docx'; tw=d/'tw.docx'; rf=d/'rf.xlsx'\\n    docx(pf, [['Produkt','Menge','Währung','Marktwert'],['Synthetic ETF','Menge vorhanden','CHF','Marktwert vorhanden'],['Cash Konto','','CHF','']])\\n    docx(tw, [['Position','Anteile','Währung','Wert'],['Global ETF','Anteile vorhanden','USD','Wert vorhanden'],['Cash USD','','USD','Wert vorhanden']])\\n    xlsx(rf, [['Label','Typ','Währung'],['Privatkonto','Konto','CHF'],['Depot Anlagen gesamt','Anlage','CHF']])\\n    out=[]\\n    for parsed,path in [(parse_postfinance_docx(pf),pf),(parse_true_wealth_docx(tw),tw),(parse_raiffeisen_xlsx(rf),rf)]:\\n        s=run_broker_import_dry_run(c, parsed, source_filename=path.name)\\n        out.append({k:s[k] for k in ['rows_total','candidate_positions','candidate_cash_rows','mapped_positions','blocked_positions','review_items_created','warnings_count','errors_count'] } | {'source':parsed.source_platform,'quality_flags_summary':s['quality_flags_summary']})\\n    print(json.dumps(out, ensure_ascii=False, sort_keys=True))\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering dry run summary**\n\nI think I need to create a sample dry run summary for my report. I should do a synthetic summary and maybe use a temporary setup to run tests. After that, it could be helpful to execute the code and gather the output for aggregation. I’m also wondering if I need to avoid committing changes that aren't really related to siblings—just warnings. Maybe a git diff would help clarify things?",
      "reasoning_content": "**Considering dry run summary**\n\nI think I need to create a sample dry run summary for my report. I should do a synthetic summary and maybe use a temporary setup to run tests. After that, it could be helpful to execute the code and gather the output for aggregation. I’m also wondering if I need to avoid committing changes that aren't really related to siblings—just warnings. Maybe a git diff would help clarify things?",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqBuXbvUC_yaqyDCm4Ruqf4g_-_iiQUR1Uh8dkmix1snARpkA92C_g5xKMACDxf-tqt6W_r_qxe7pS-S1-iDFtdI8p5hlnpn9G72dkJfYHyu1UZKnpwl78RCOLcIJZ2uiH95mxhbAPB832h23xTrU3rpCwyREs--IHZBQfZ3miPgkC7cfSMWZV1n2KzkxynfmZ_FIS2HmyTi3QXIbjhof_x5KEp2Ao0UWxK8d7IvfZxmstb4F4Mw6OeDl9l0RJZitssKE2vnfW_dba7HUWePuPWE7ofwxlHbZQx6u2eqin7t-LipoNCDtO9sgDNR-U5ImQ4fTozgEiYwJHi9_Qh-RXatNRZEA7X_cvrg7ySEnSNXRjU3-WGcJMJZLsASBWoZJ0qMF5O81h0WBrRP9IpVsx4KqJIj9YaCEUQWQtYPHavJ4B5IQ_IZHRnR0xllp4CsosvDr0ThY6_hsFaV16oLYocZI_uezlZE617RIl29bS86tPsxskwmtV_K5GX7BuFTya2E30tHgZQUKxKsqhv9xk4nwa14XQPHHrYFyrBZiLlMIyV6eYkyySRPP2ZVZXVGtwn4WSS2XZgaRL9Yiqa-gK2iGnphoxwAp_xVjdRBmHazygt0tQ3q7MFaOK3O4IgwcPhLsUe9r7lKJm2h8r0CySTT9NhyfsvJscSOH29lx4UnuZ4gIvA-_Mic4O5eIbFUCAsbUSlW6j3iMFbqZRWwVpp4s83kvj3VwjbwLUFifRadwTxU0QIHDuA4gDRJXtjxZxIUHNkbG4lP-caUuCE06GZ0AsgMwUWK6JN9J9SAO-ae3q5EqR1el8UGdzVSCEWTfqmMEcAfOLmftH6DLHb9wQU1b9_X2Lxt9OqqPJruKSqZ6XyNHbwLuXApnfTuPZgbA5w14Q3GBcGgqHC7ZknaNKpNEaB0xjcaHO3htBXGxgyW89O639SgyzrpLzzon-F1k8CPSHZ3EC0D-w2lJncT2l3nfffOjNON-wio2aJAVlQtFDFEutDW6cgDfz5p_rlrJdqGYt-_lOzeSQAa58MbaPL_bT5U3DyYpT9T7w70gdjREZ4sFDxbDt_cPnfpS-qypino6WPwm_MNYUfAtIfdtOC1cDKE9V3Tvk1BtZcQ8EtCfr5lNsidqH59KVMmmziXPi3aBXvlK0ssr_cSyVQ33C4IxcsFe2szl8a2UAxgoksZLhlmGxJ7AbohREE3cTd-olJs8KBaP5AnGMg83eIVKDdLsjOuytgppNQplUzzAiN4zDHf4=",
          "id": "rs_0c76e56576ffc0fb016a06e5d7b4dc8191987e02e0a61b35a4",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering dry run summary**\n\nI think I need to create a sample dry run summary for my report. I should do a synthetic summary and maybe use a temporary setup to run tests. After that, it could be helpful to execute the code and gather the output for aggregation. I’m also wondering if I need to avoid committing changes that aren't really related to siblings—just warnings. Maybe a git diff would help clarify things?"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"status\": \"error\", \"output\": \"\\n--- stderr ---\\nTraceback (most recent call last):\\n  File \\\"/tmp/hermes_sandbox_hl8ijyl2/script.py\\\", line 4, in <module>\\n    from jarvis_finance.storage.database import connect_memory\\nModuleNotFoundError: No module named 'jarvis_finance'\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22, \"error\": \"Traceback (most recent call last):\\n  File \\\"/tmp/hermes_sandbox_hl8ijyl2/script.py\\\", line 4, in <module>\\n    from jarvis_finance.storage.database import connect_memory\\nModuleNotFoundError: No module named 'jarvis_finance'\\n\"}",
      "tool_call_id": "call_FGufhVl98Z3yqNYlqK3C6thA"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1PzUyl1Pr78QUEKjjjnywP9M",
          "call_id": "call_1PzUyl1Pr78QUEKjjjnywP9M",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e5ff5fb881919526d763d9b234bb",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python - <<'PY'\\nfrom pathlib import Path\\nfrom tempfile import TemporaryDirectory\\nimport zipfile, json\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.imports.broker_parsers import parse_postfinance_docx, parse_true_wealth_docx, parse_raiffeisen_xlsx\\nfrom jarvis_finance.imports.broker_mapping import run_broker_import_dry_run\\n\\ndef docx(path, rows):\\n    def tc(t): return f'<w:tc><w:p><w:r><w:t>{t}</w:t></w:r></w:p></w:tc>'\\n    trs=''.join('<w:tr>'+''.join(tc(c) for c in r)+'</w:tr>' for r in rows)\\n    xml=f'<w:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"><w:body><w:tbl>{trs}</w:tbl></w:body></w:document>'\\n    with zipfile.ZipFile(path,'w') as z: z.writestr('word/document.xml', xml); z.writestr('[Content_Types].xml','')\\ndef xlsx(path, rows):\\n    shared=[]; idx={}; srows=[]\\n    for ri,r in enumerate(rows,1):\\n        cells=[]\\n        for ci,v in enumerate(r):\\n            if v not in idx:\\n                idx[v]=len(shared); shared.append(v)\\n            cells.append(f'<c r=\\\"{chr(65+ci)}{ri}\\\" t=\\\"s\\\"><v>{idx[v]}</v></c>')\\n        srows.append(f'<row r=\\\"{ri}\\\">'+''.join(cells)+'</row>')\\n    ss='<sst xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\">'+''.join(f'<si><t>{s}</t></si>' for s in shared)+'</sst>'\\n    sh='<worksheet xmlns=\\\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\\\"><sheetData>'+''.join(srows)+'</sheetData></worksheet>'\\n    with zipfile.ZipFile(path,'w') as z: z.writestr('xl/sharedStrings.xml', ss); z.writestr('xl/worksheets/sheet1.xml', sh); z.writestr('[Content_Types].xml','')\\nwith TemporaryDirectory() as tmp:\\n    d=Path(tmp); c=connect_memory(); apply_migrations(c)\\n    pf=d/'pf.docx'; tw=d/'tw.docx'; rf=d/'rf.xlsx'\\n    docx(pf, [['Produkt','Menge','Währung','Marktwert'],['Synthetic ETF','Menge vorhanden','CHF','Marktwert vorhanden'],['Cash Konto','','CHF','']])\\n    docx(tw, [['Position','Anteile','Währung','Wert'],['Global ETF','Anteile vorhanden','USD','Wert vorhanden'],['Cash USD','','USD','Wert vorhanden']])\\n    xlsx(rf, [['Label','Typ','Währung'],['Privatkonto','Konto','CHF'],['Depot Anlagen gesamt','Anlage','CHF']])\\n    out=[]\\n    for parsed,path in [(parse_postfinance_docx(pf),pf),(parse_true_wealth_docx(tw),tw),(parse_raiffeisen_xlsx(rf),rf)]:\\n        s=run_broker_import_dry_run(c, parsed, source_filename=path.name)\\n        out.append({'source':parsed.source_platform, **{k:s[k] for k in ['rows_total','candidate_positions','candidate_cash_rows','mapped_positions','blocked_positions','review_items_created','warnings_count','errors_count']}, 'quality_flags_summary':s['quality_flags_summary']})\\n    print(json.dumps(out, ensure_ascii=False, sort_keys=True))\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
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          "id": "rs_0c76e56576ffc0fb016a06e5fe9d7c81919496baf13fe6042d",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[{\\\"blocked_positions\\\": 1, \\\"candidate_cash_rows\\\": 1, \\\"candidate_positions\\\": 1, \\\"errors_count\\\": 0, \\\"mapped_positions\\\": 0, \\\"quality_flags_summary\\\": {\\\"cost_basis_uncertain\\\": 1, \\\"market_value_legacy\\\": 1, \\\"missing_isin\\\": 1, \\\"missing_ticker\\\": 1, \\\"needs_manual_review\\\": 2, \\\"snapshot_only\\\": 2}, \\\"review_items_created\\\": 2, \\\"rows_total\\\": 3, \\\"source\\\": \\\"PostFinance\\\", \\\"warnings_count\\\": 8}, {\\\"blocked_positions\\\": 1, \\\"candidate_cash_rows\\\": 1, \\\"candidate_positions\\\": 1, \\\"errors_count\\\": 0, \\\"mapped_positions\\\": 0, \\\"quality_flags_summary\\\": {\\\"cost_basis_uncertain\\\": 1, \\\"missing_fx\\\": 2, \\\"missing_isin\\\": 1, \\\"missing_ticker\\\": 1, \\\"needs_manual_review\\\": 2, \\\"snapshot_only\\\": 2}, \\\"review_items_created\\\": 2, \\\"rows_total\\\": 3, \\\"source\\\": \\\"True Wealth\\\", \\\"warnings_count\\\": 9}, {\\\"blocked_positions\\\": 1, \\\"candidate_cash_rows\\\": 1, \\\"candidate_positions\\\": 1, \\\"errors_count\\\": 0, \\\"mapped_positions\\\": 0, \\\"quality_flags_summary\\\": {\\\"aggregate_only\\\": 1, \\\"cash_snapshot_candidate\\\": 1, \\\"missing_instrument_details\\\": 1, \\\"needs_manual_review\\\": 2}, \\\"review_items_created\\\": 2, \\\"rows_total\\\": 3, \\\"source\\\": \\\"Raiffeisen\\\", \\\"warnings_count\\\": 5}]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_1PzUyl1Pr78QUEKjjjnywP9M"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "call_id": "call_ngx6cgsyvqVTHV7ifXeczihq",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e61999b48191bf35b7667687ffa0",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\nrm -rf .pytest_cache src/jarvis_finance/**/__pycache__ tests/**/__pycache__\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short --branch\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Verifying and pushing changes**\n\nI want to make sure I've double-checked everything after dealing with the pycache files. It's always good to be thorough, you know? Then, I'll go ahead and commit the changes and push them to the repository. I can’t help but feel that it’s important to keep everything organized, so nothing gets lost later on. Let's get this done!",
      "reasoning_content": "**Verifying and pushing changes**\n\nI want to make sure I've double-checked everything after dealing with the pycache files. It's always good to be thorough, you know? Then, I'll go ahead and commit the changes and push them to the repository. I can’t help but feel that it’s important to keep everything organized, so nothing gets lost later on. Let's get this done!",
      "codex_reasoning_items": [
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          "encrypted_content": "gAAAAABqBuYZNPY_OYF6Z-KO1e9IRfrzljfmIbXpXPNagx6Vn40GOGU1EHA3BhU6tX1zSZwgGlNxOz8ZbDpHYNXPoOqcUg0GEQyo50DDeMXQoW-oBHXR-dNnrxX6OG4R3sPSZLywefMTvjPyMPCc15_PAmntBovrnE7o7xAto9T9TKIwyQZM9ixF3qKFFI40L2lSYEjBzEQlHCvcJvqBw5jRwF5okWRFme_Oq0o8NyqgdPBmTVUnHIu37s_iNKB2CQyWrxztxXP4TbfaM7LgYFReJEmbbaMJikZHlQ7ymExvMMm7fgUsOC_JF5WNHpfkzyig9xreW0YKvwh2xSTT8x1BJThxV3pCUvEoOn4ZrGgiiFTsc0SL9vkGcZJqgsUW8WEk4EawHzB6QQRqrIT2vOxKkspdgFgJCjISJFKZ1Dn-rDZPa_aI_3Ld9WxpBKJTB6m5jUQCJVKwgWuaO0tGbpbojYv5D6JaO9duX3VacS6t_akZmaX2rwkAf6_A_Vjp2U_NPaFzTfkLGQAEn3ho8X6ONp6xGjV__sU4RqyHcwRKEST7O_kFekl1WbhAtkVX6fbCbStEhTvfA6ahMl_5Vq5L8q5BZOAqDndB33VQwNtx6Mbjrs0uc4SMyiJ29iGZQphOUaIZ9R-q66jzf4ZhrmNmSImCMKUc-uwR2BXlWXw_ycP2mIYtw9u4vb47i302zIRIXYcJX6o064snKjmq8m4lV7thb9mMgpBam-yA0NgM-8iLaPyFbQpXXZqTQlUQfY89xYav5dsKGpAINQaL-sO6LhEOeU7XGCeOhy7uyEh0acKfY6vUlP4gOC-HLE6VKWrtxKXaABIKGpymcXDtgJ_a10ON06NzAKSdMW1DyBFHQ54G5HXjD-sjMWEugUmeVAOrhPVHvlyEcCu1lRe9XmieCS_9dVEt1OdqzjrEsaL_KEdRrR8h9MFyKYomh4QL3AwCTOta0SPxeLkaGrpJgoajJ_wbDe2s0NqLHtI0jTshmkbMjGUX2S4=",
          "id": "rs_0c76e56576ffc0fb016a06e616796881918f9ccec4e26be1b2",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Verifying and pushing changes**\n\nI want to make sure I've double-checked everything after dealing with the pycache files. It's always good to be thorough, you know? Then, I'll go ahead and commit the changes and push them to the repository. I can’t help but feel that it’s important to keep everything organized, so nothing gets lost later on. Let's get this done!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 50%]\\n........................................................................ [100%]\\n144 passed in 3.87s\\nGIT_SAFETY_OK\\n## main...origin/main\\n M src/jarvis_finance/dashboard/data.py\\n M src/jarvis_finance/dashboard/main.py\\n M src/jarvis_finance/dashboard/pages/page_00_command_center.py\\n M src/jarvis_finance/dashboard/pages/page_14_import_wizard.py\\n M src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py\\n M src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py\\n M src/jarvis_finance/imports/broker_mapping.py\\n M src/jarvis_finance/storage/migrations.py\\n M tests/unit/test_schema.py\\n?? src/jarvis_finance/imports/broker_parsers.py\\n?? tests/unit/test_broker_parser_dry_run_pipeline.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_ngx6cgsyvqVTHV7ifXeczihq"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_APUKcQtLkEh9PDuJYo1rpRWy",
          "call_id": "call_APUKcQtLkEh9PDuJYo1rpRWy",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e62815d08191865533c342e3e04f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\ngit add src/jarvis_finance/storage/migrations.py src/jarvis_finance/imports/broker_mapping.py src/jarvis_finance/imports/broker_parsers.py src/jarvis_finance/dashboard/data.py src/jarvis_finance/dashboard/main.py src/jarvis_finance/dashboard/pages/page_00_command_center.py src/jarvis_finance/dashboard/pages/page_14_import_wizard.py src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py tests/unit/test_schema.py tests/unit/test_broker_parser_dry_run_pipeline.py\\ngit commit -m \\\"feat: add broker parser dry run pipeline\\\"\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"[main fa254a9] feat: add broker parser dry run pipeline\\n 11 files changed, 676 insertions(+), 28 deletions(-)\\n create mode 100644 src/jarvis_finance/imports/broker_parsers.py\\n create mode 100644 tests/unit/test_broker_parser_dry_run_pipeline.py\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_APUKcQtLkEh9PDuJYo1rpRWy"
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python -m compileall -q src tests\\nPYTHONPATH=src pytest -q\\nrm -rf .pytest_cache src/jarvis_finance/**/__pycache__ tests/**/__pycache__\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short --branch\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 50%]\\n........................................................................ [100%]\\n144 passed in 3.86s\\nGIT_SAFETY_OK\\n## main...origin/main [voraus 1]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_8YPi7yyAni0RYenUSsQYl19k"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_e92JbkkpE5nZlsnDSgzpHPWQ",
          "call_id": "call_e92JbkkpE5nZlsnDSgzpHPWQ",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e63bece8819183b28dcdd1922254",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nimport re, subprocess, sys\\nfrom pathlib import Path\\nrepo=Path('/home/agent/.hermes/repos/FinanceManager')\\ntext=Path.home().joinpath('jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv').read_text()\\nm=re.search(r'(github_pat_[A-Za-z0-9_]+|ghp_[A-Za-z0-9_]+|gho_[A-Za-z0-9_]+)', text)\\nif not m:\\n    print('TOKEN_PARSE=failed'); sys.exit(12)\\ntoken=m.group(1); auth_url=f'https://{token}@github.com/Gamexgit/FinanceManager.git'\\ndef run(args, check=True): return subprocess.run(args, cwd=repo, text=True, capture_output=True, check=check)\\ntry:\\n    run(['git','fetch',auth_url,'main:refs/remotes/origin/main','--quiet'])\\n    local=run(['git','rev-parse','HEAD']).stdout.strip(); origin=run(['git','rev-parse','origin/main']).stdout.strip(); base=run(['git','merge-base','HEAD','origin/main']).stdout.strip()\\n    print('REMOTE_BEFORE='+origin[:7]); print('LOCAL_HEAD='+local[:7])\\n    if origin != base:\\n        print('REMOTE_HAS_NEW_COMMITS=yes'); sys.exit(3)\\n    push=run(['git','push',auth_url,'main:main'], check=False)\\n    if push.returncode:\\n        print('PUSH=failed'); print((push.stderr or push.stdout).replace(token,'[REDACTED]')[-1000:]); sys.exit(push.returncode)\\n    run(['git','fetch',auth_url,'main:refs/remotes/origin/main','--quiet'])\\n    print('PUSH=success'); print('REMOTE_AFTER='+run(['git','rev-parse','--short','origin/main']).stdout.strip())\\nfinally:\\n    token=None; auth_url=None\\nPY\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short --branch\",\"timeout\":180,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"REMOTE_BEFORE=cd2d954\\nLOCAL_HEAD=fa254a9\\nPUSH=success\\nREMOTE_AFTER=fa254a9\\nGIT_SAFETY_OK\\n## main...origin/main\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_e92JbkkpE5nZlsnDSgzpHPWQ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_qlYemye5ItY7rBWMk42q7hAT",
          "call_id": "call_qlYemye5ItY7rBWMk42q7hAT",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e64b71888191af39de1e8672f2be",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Compile, pytest, Git-Safety, Commit und Push durchführen\",\"id\":\"b2-4\",\"status\":\"completed\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"b2-1\", \"content\": \"B2-Schema Review Items und Parser/Dry-Run-Pipeline implementieren\", \"status\": \"completed\"}, {\"id\": \"b2-2\", \"content\": \"Import Wizard, Manual Review Queue, Data Quality Center und globalen Safe-Mode erweitern\", \"status\": \"completed\"}, {\"id\": \"b2-3\", \"content\": \"Synthetische DOCX/XLSX Parser-Tests und Safety-Tests ergänzen\", \"status\": \"completed\"}, {\"id\": \"b2-4\", \"content\": \"Compile, pytest, Git-Safety, Commit und Push durchführen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "tool_call_id": "call_qlYemye5ItY7rBWMk42q7hAT"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir. Phase B2 ist implementiert, getestet, committed und gepusht.\n\n## Status\n\n- Commit: `fa254a9`\n- Push Status: erfolgreich\n- Remote HEAD: `fa254a9`\n- Git Status: sauber, `main...origin/main`\n- Compile: OK\n- Tests: `144 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Produktive Aktien-/ETF-/Cash-Imports: **nein**\n- Echte Broker-/Bank-Dateien ins Repo: **nein**\n- Echte Werte/Mengen im Chat/Repo: **nein**\n\n## Implementierte Parser\n\n### PostFinance Parser\n\nDatei:\n\n- `src/jarvis_finance/imports/broker_parsers.py`\n\nUnterstützt synthetische DOCX-Tabellen.\n\nErkennt:\n\n- Positionskandidaten\n- Cash-/Account-Kandidaten\n- Produkt/Name\n- Menge vorhanden\n- Währung\n- Marktwert vorhanden\n- Account-/Depot-Kontext\n- Stichtag, falls erkennbar\n\nQuality Flags:\n\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `market_value_legacy`\n- `needs_manual_review`\n\n### True Wealth Parser\n\nUnterstützt synthetische DOCX-Tabellen mit gemischter Struktur.\n\nErkennt:\n\n- Cash-Zeilen\n- positionsähnliche Zeilen\n- Konto-/Portfolio-Kontext\n- Währung\n- Stichtag, falls erkennbar\n\nQuality Flags:\n\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `missing_fx`\n- `needs_manual_review`\n\n### Raiffeisen Parser\n\nUnterstützt synthetische XLSX-Konto-/Anlagenübersichten.\n\nErkennt:\n\n- Cash-/Account-Zeilen\n- aggregierte Depot-/Anlagezeilen\n- behandelt Raiffeisen defensiv als Cash-/Kontrollsnapshot\n- importiert Aggregate **nicht** als Instrumentpositionen\n\nQuality Flags:\n\n- `cash_snapshot_candidate`\n- `aggregate_only`\n- `missing_instrument_details`\n- `needs_manual_review`\n\n## Runtime Review Items\n\nNeue Runtime-/DB-Struktur:\n\n- `broker_import_review_items`\n\nFelder implementiert:\n\n- `review_item_id`\n- `dry_run_id`\n- `source_platform`\n- `source_file_type`\n- `source_row_ref`\n- `row_hash`\n- `source_label`\n- `normalized_name`\n- `detected_asset_class`\n- `detected_currency`\n- `detected_quantity_present`\n- `detected_market_value_present`\n- `isin`\n- `ticker`\n- `exchange`\n- `mapped_instrument_id`\n- `mapped_account_id`\n- `quality_flags_json`\n- `review_status`\n- `reviewer_note`\n- `created_at`\n- `updated_at`\n\nRegeln umgesetzt:\n\n- Details bleiben Runtime-DB-only.\n- Keine Review Items in Git.\n- Chat-Ausgabe nur aggregiert.\n- Manual Review Queue liest Review Items.\n- Mapping-Bestätigung für Review Items erzeugt Audit-Log.\n- Produktive Positionen werden nicht geschrieben.\n\n## Dry-Run Pipeline\n\nErweitert in:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n\nPipeline-Schritte:\n\n1. Datei parsen\n2. Kandidaten normalisieren\n3. Instrument-Mapping versuchen\n4. Account-Mapping vorbereitet\n5. Quality Flags setzen\n6. Dry-Run Summary schreiben\n7. Review Items schreiben\n8. keine produktiven Positionen\n9. kein Ledger Commit\n10. kein Snapshot Commit\n\nOutput:\n\n- `rows_total`\n- `candidate_positions`\n- `candidate_cash_rows`\n- `mapped_positions`\n- `blocked_positions`\n- `review_items_created`\n- `warnings_count`\n- `errors_count`\n- `quality_flags_summary`\n\n## Import Wizard\n\nErweitert:\n\n- Parser-/Dry-Run Summary sichtbar\n- Quality Flags sichtbar\n- Review Items sichtbar\n- Link/Hinweis zur Manual Review Queue\n- synthetischer Demo-Dry-Run als UI-Konzept vorbereitet\n- Commit weiterhin deaktiviert\n- Read-only Mode sichtbar\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n\nStatus:\n\n- vorhanden\n- B2-fähig\n- produktive Commit-Aktionen deaktiviert\n\n## Manual Review Queue\n\nErweitert:\n\n- zeigt offene Runtime Review Items\n- zeigt Quelle\n- Source Label\n- Normalized Name\n- Assetklasse\n- Währung\n- ISIN\n- Ticker\n- Exchange\n- Account Mapping\n- Quality Flags\n- Status\n\nAktionen vorbereitet:\n\n- ISIN ergänzen\n- Ticker ergänzen\n- Exchange ergänzen\n- Instrument Mapping bestätigen\n- Account Mapping bestätigen\n- Ignore with note\n- Mark resolved\n\nAlle Buttons bleiben in Phase B2 deaktiviert / kontrolliert vorbereitet.\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n\n## Data Quality Center\n\nErweitert:\n\n- offene Review Items nach Quality Flag\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `missing_fx`\n- `aggregate_only`\n- stale/missing price alerts weiterhin sichtbar\n- resolved/fixed alerts weiterhin sichtbar\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n\n## Globaler Safe Mode\n\nErweitert:\n\n- Command Center zeigt Safe Mode Status.\n- Dashboard Sidebar zeigt:\n  - DB-Modus: Runtime\n  - Write Mode: Read-only\n  - letzter Backup-Zeitpunkt, falls verfügbar\n  - Hinweis: echte Daten liegen außerhalb Git\n\nDateien:\n\n- `src/jarvis_finance/dashboard/main.py`\n- `src/jarvis_finance/dashboard/pages/page_00_command_center.py`\n- `src/jarvis_finance/dashboard/data.py`\n\nDefault:\n\n- `Read-only`\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `src/jarvis_finance/imports/broker_parsers.py`\n- `tests/unit/test_broker_parser_dry_run_pipeline.py`\n\nGeändert:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `src/jarvis_finance/storage/migrations.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/main.py`\n- `src/jarvis_finance/dashboard/pages/page_00_command_center.py`\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `tests/unit/test_schema.py`\n\n## Neue Tests\n\nAbgedeckt:\n\n- synthetischer PostFinance Parser erkennt Kandidaten\n- synthetischer True Wealth Parser erkennt Kandidaten\n- synthetischer Raiffeisen Parser erkennt Cash-/Kontrollsnapshot\n- Parser erzeugen Quality Flags\n- Dry Run schreibt Summary\n- Dry Run schreibt Review Items\n- Dry Run erzeugt keine produktiven Positionen\n- Name ohne ISIN bleibt review-pflichtig\n- Raiffeisen `aggregate_only` wird nicht als Instrumentposition importiert\n- Manual Review Queue lädt Review Items\n- Data Quality Center aggregiert Review Flags\n- Safe Mode bleibt default Read-only\n- Commit-Aktionen bleiben deaktiviert\n- Audit-Log bei Review-Item-Mapping-Bestätigung\n- keine echten Broker-Dateien im Repo\n\nTestergebnis:\n\n- `144 passed`\n\n## Synthetische Dry-Run Summary\n\nAggregierte synthetische Ergebnisse:\n\n### PostFinance\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 8\n- errors_count: 0\n- Quality Flags:\n  - `missing_isin`\n  - `missing_ticker`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `market_value_legacy`\n  - `needs_manual_review`\n\n### True Wealth\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 9\n- errors_count: 0\n- Quality Flags:\n  - `missing_isin`\n  - `missing_ticker`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `missing_fx`\n  - `needs_manual_review`\n\n### Raiffeisen\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 5\n- errors_count: 0\n- Quality Flags:\n  - `cash_snapshot_candidate`\n  - `aggregate_only`\n  - `missing_instrument_details`\n  - `needs_manual_review`\n\n## Nicht durchgeführt\n\n- Kein produktiver Import echter PostFinance-Daten\n- Kein produktiver Import echter True-Wealth-Daten\n- Kein produktiver Import echter Raiffeisen-Daten\n- Keine produktiven `positions_snapshot` Writes\n- Keine Ledger-Commits\n- Keine Snapshot-Commits\n- Keine echten Broker-/Bank-Dateien ins Repo kopiert\n- Keine echten Werte/Mengen im Chat ausgegeben\n- Keine Monte-Carlo-, Backtesting-, Rebalancing-, Score- oder Heatmap-Module begonnen\n\n## Nächste Empfehlung\n\nPhase B3 sollte sein:\n\n**Controlled real-file dry-run, weiterhin ohne produktiven Import.**\n\nReihenfolge:\n\n1. Vorher Runtime-DB Backup erzeugen/verifizieren.\n2. Git-Safety vorab prüfen.\n3. Echte PostFinance-Datei nur aus Runtime/Temp lesen.\n4. Aggregierten Dry Run erzeugen.\n5. Review Items in Runtime-DB schreiben.\n6. Nur Counts/Quality Flags berichten.\n7. Dann True Wealth.\n8. Dann Raiffeisen.\n9. Temp bereinigen.\n10. Git-Safety danach erneut prüfen.\n\nNoch kein produktiver Initial Snapshot, bevor die Review Queue mit echten Dry-Run-Ergebnissen sauber aussieht.",
      "codex_message_items": [
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          "content": [
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              "type": "output_text",
              "text": "Erledigt, Sir. Phase B2 ist implementiert, getestet, committed und gepusht.\n\n## Status\n\n- Commit: `fa254a9`\n- Push Status: erfolgreich\n- Remote HEAD: `fa254a9`\n- Git Status: sauber, `main...origin/main`\n- Compile: OK\n- Tests: `144 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Produktive Aktien-/ETF-/Cash-Imports: **nein**\n- Echte Broker-/Bank-Dateien ins Repo: **nein**\n- Echte Werte/Mengen im Chat/Repo: **nein**\n\n## Implementierte Parser\n\n### PostFinance Parser\n\nDatei:\n\n- `src/jarvis_finance/imports/broker_parsers.py`\n\nUnterstützt synthetische DOCX-Tabellen.\n\nErkennt:\n\n- Positionskandidaten\n- Cash-/Account-Kandidaten\n- Produkt/Name\n- Menge vorhanden\n- Währung\n- Marktwert vorhanden\n- Account-/Depot-Kontext\n- Stichtag, falls erkennbar\n\nQuality Flags:\n\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `market_value_legacy`\n- `needs_manual_review`\n\n### True Wealth Parser\n\nUnterstützt synthetische DOCX-Tabellen mit gemischter Struktur.\n\nErkennt:\n\n- Cash-Zeilen\n- positionsähnliche Zeilen\n- Konto-/Portfolio-Kontext\n- Währung\n- Stichtag, falls erkennbar\n\nQuality Flags:\n\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `missing_fx`\n- `needs_manual_review`\n\n### Raiffeisen Parser\n\nUnterstützt synthetische XLSX-Konto-/Anlagenübersichten.\n\nErkennt:\n\n- Cash-/Account-Zeilen\n- aggregierte Depot-/Anlagezeilen\n- behandelt Raiffeisen defensiv als Cash-/Kontrollsnapshot\n- importiert Aggregate **nicht** als Instrumentpositionen\n\nQuality Flags:\n\n- `cash_snapshot_candidate`\n- `aggregate_only`\n- `missing_instrument_details`\n- `needs_manual_review`\n\n## Runtime Review Items\n\nNeue Runtime-/DB-Struktur:\n\n- `broker_import_review_items`\n\nFelder implementiert:\n\n- `review_item_id`\n- `dry_run_id`\n- `source_platform`\n- `source_file_type`\n- `source_row_ref`\n- `row_hash`\n- `source_label`\n- `normalized_name`\n- `detected_asset_class`\n- `detected_currency`\n- `detected_quantity_present`\n- `detected_market_value_present`\n- `isin`\n- `ticker`\n- `exchange`\n- `mapped_instrument_id`\n- `mapped_account_id`\n- `quality_flags_json`\n- `review_status`\n- `reviewer_note`\n- `created_at`\n- `updated_at`\n\nRegeln umgesetzt:\n\n- Details bleiben Runtime-DB-only.\n- Keine Review Items in Git.\n- Chat-Ausgabe nur aggregiert.\n- Manual Review Queue liest Review Items.\n- Mapping-Bestätigung für Review Items erzeugt Audit-Log.\n- Produktive Positionen werden nicht geschrieben.\n\n## Dry-Run Pipeline\n\nErweitert in:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n\nPipeline-Schritte:\n\n1. Datei parsen\n2. Kandidaten normalisieren\n3. Instrument-Mapping versuchen\n4. Account-Mapping vorbereitet\n5. Quality Flags setzen\n6. Dry-Run Summary schreiben\n7. Review Items schreiben\n8. keine produktiven Positionen\n9. kein Ledger Commit\n10. kein Snapshot Commit\n\nOutput:\n\n- `rows_total`\n- `candidate_positions`\n- `candidate_cash_rows`\n- `mapped_positions`\n- `blocked_positions`\n- `review_items_created`\n- `warnings_count`\n- `errors_count`\n- `quality_flags_summary`\n\n## Import Wizard\n\nErweitert:\n\n- Parser-/Dry-Run Summary sichtbar\n- Quality Flags sichtbar\n- Review Items sichtbar\n- Link/Hinweis zur Manual Review Queue\n- synthetischer Demo-Dry-Run als UI-Konzept vorbereitet\n- Commit weiterhin deaktiviert\n- Read-only Mode sichtbar\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n\nStatus:\n\n- vorhanden\n- B2-fähig\n- produktive Commit-Aktionen deaktiviert\n\n## Manual Review Queue\n\nErweitert:\n\n- zeigt offene Runtime Review Items\n- zeigt Quelle\n- Source Label\n- Normalized Name\n- Assetklasse\n- Währung\n- ISIN\n- Ticker\n- Exchange\n- Account Mapping\n- Quality Flags\n- Status\n\nAktionen vorbereitet:\n\n- ISIN ergänzen\n- Ticker ergänzen\n- Exchange ergänzen\n- Instrument Mapping bestätigen\n- Account Mapping bestätigen\n- Ignore with note\n- Mark resolved\n\nAlle Buttons bleiben in Phase B2 deaktiviert / kontrolliert vorbereitet.\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n\n## Data Quality Center\n\nErweitert:\n\n- offene Review Items nach Quality Flag\n- `missing_isin`\n- `missing_ticker`\n- `snapshot_only`\n- `cost_basis_uncertain`\n- `missing_fx`\n- `aggregate_only`\n- stale/missing price alerts weiterhin sichtbar\n- resolved/fixed alerts weiterhin sichtbar\n\nDatei:\n\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n\n## Globaler Safe Mode\n\nErweitert:\n\n- Command Center zeigt Safe Mode Status.\n- Dashboard Sidebar zeigt:\n  - DB-Modus: Runtime\n  - Write Mode: Read-only\n  - letzter Backup-Zeitpunkt, falls verfügbar\n  - Hinweis: echte Daten liegen außerhalb Git\n\nDateien:\n\n- `src/jarvis_finance/dashboard/main.py`\n- `src/jarvis_finance/dashboard/pages/page_00_command_center.py`\n- `src/jarvis_finance/dashboard/data.py`\n\nDefault:\n\n- `Read-only`\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `src/jarvis_finance/imports/broker_parsers.py`\n- `tests/unit/test_broker_parser_dry_run_pipeline.py`\n\nGeändert:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `src/jarvis_finance/storage/migrations.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/main.py`\n- `src/jarvis_finance/dashboard/pages/page_00_command_center.py`\n- `src/jarvis_finance/dashboard/pages/page_14_import_wizard.py`\n- `src/jarvis_finance/dashboard/pages/page_15_manual_review_queue.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `tests/unit/test_schema.py`\n\n## Neue Tests\n\nAbgedeckt:\n\n- synthetischer PostFinance Parser erkennt Kandidaten\n- synthetischer True Wealth Parser erkennt Kandidaten\n- synthetischer Raiffeisen Parser erkennt Cash-/Kontrollsnapshot\n- Parser erzeugen Quality Flags\n- Dry Run schreibt Summary\n- Dry Run schreibt Review Items\n- Dry Run erzeugt keine produktiven Positionen\n- Name ohne ISIN bleibt review-pflichtig\n- Raiffeisen `aggregate_only` wird nicht als Instrumentposition importiert\n- Manual Review Queue lädt Review Items\n- Data Quality Center aggregiert Review Flags\n- Safe Mode bleibt default Read-only\n- Commit-Aktionen bleiben deaktiviert\n- Audit-Log bei Review-Item-Mapping-Bestätigung\n- keine echten Broker-Dateien im Repo\n\nTestergebnis:\n\n- `144 passed`\n\n## Synthetische Dry-Run Summary\n\nAggregierte synthetische Ergebnisse:\n\n### PostFinance\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 8\n- errors_count: 0\n- Quality Flags:\n  - `missing_isin`\n  - `missing_ticker`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `market_value_legacy`\n  - `needs_manual_review`\n\n### True Wealth\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 9\n- errors_count: 0\n- Quality Flags:\n  - `missing_isin`\n  - `missing_ticker`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `missing_fx`\n  - `needs_manual_review`\n\n### Raiffeisen\n\n- rows_total: 3\n- candidate_positions: 1\n- candidate_cash_rows: 1\n- mapped_positions: 0\n- blocked_positions: 1\n- review_items_created: 2\n- warnings_count: 5\n- errors_count: 0\n- Quality Flags:\n  - `cash_snapshot_candidate`\n  - `aggregate_only`\n  - `missing_instrument_details`\n  - `needs_manual_review`\n\n## Nicht durchgeführt\n\n- Kein produktiver Import echter PostFinance-Daten\n- Kein produktiver Import echter True-Wealth-Daten\n- Kein produktiver Import echter Raiffeisen-Daten\n- Keine produktiven `positions_snapshot` Writes\n- Keine Ledger-Commits\n- Keine Snapshot-Commits\n- Keine echten Broker-/Bank-Dateien ins Repo kopiert\n- Keine echten Werte/Mengen im Chat ausgegeben\n- Keine Monte-Carlo-, Backtesting-, Rebalancing-, Score- oder Heatmap-Module begonnen\n\n## Nächste Empfehlung\n\nPhase B3 sollte sein:\n\n**Controlled real-file dry-run, weiterhin ohne produktiven Import.**\n\nReihenfolge:\n\n1. Vorher Runtime-DB Backup erzeugen/verifizieren.\n2. Git-Safety vorab prüfen.\n3. Echte PostFinance-Datei nur aus Runtime/Temp lesen.\n4. Aggregierten Dry Run erzeugen.\n5. Review Items in Runtime-DB schreiben.\n6. Nur Counts/Quality Flags berichten.\n7. Dann True Wealth.\n8. Dann Raiffeisen.\n9. Temp bereinigen.\n10. Git-Safety danach erneut prüfen.\n\nNoch kein produktiver Initial Snapshot, bevor die Review Queue mit echten Dry-Run-Ergebnissen sauber aussieht."
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      "content": "[M G] Sehr gut. Phase B2 ist akzeptiert.\n\nDer Stand ist sauber:\n\n* Commit fa254a9 gepusht\n* Tests: 144 passed\n* Git-Safety: OK\n* Import Wizard vorhanden\n* Manual Review Queue vorhanden\n* Data Quality Center erweitert\n* Globaler Safe Mode sichtbar\n* Parser-/Dry-Run-Pipeline für synthetische Quellen vorhanden\n* Keine produktiven Aktien-/ETF-/Cash-Imports\n* Keine echten Broker-/Bank-Dateien im Repo\n* Keine echten Werte/Mengen im Chat\n\nBitte fahre jetzt mit Phase B3 fort.\n\n# Phase B3 — Controlled Real-File Dry Run\n\nZiel:\nDie echten PostFinance-, True-Wealth- und Raiffeisen-Dateien sollen kontrolliert durch die neue Dry-Run-Pipeline laufen. Es darf weiterhin kein produktiver Initial Snapshot entstehen.\n\nWichtig:\nDieser Schritt darf Runtime-Review-Items erzeugen, aber keine produktiven Positionen, keine Ledger-Transaktionen und keine finalen Snapshots.\n\n## 1. Reihenfolge\n\nBitte in dieser Reihenfolge arbeiten:\n\n1. Preflight\n2. Runtime-DB Backup erzeugen und verifizieren\n3. Git-Safety prüfen\n4. PostFinance real-file dry run\n5. True Wealth real-file dry run\n6. Raiffeisen real-file dry run\n7. Review Queue / Data Quality Center prüfen\n8. Git-Safety erneut prüfen\n9. Ergebnisbericht ohne echte Werte/Mengen\n\n## 2. Preflight\n\nBitte vorab prüfen:\n\n* Git Status clean\n* Git-Safety OK\n* Runtime-DB liegt außerhalb Repo\n* Backup-/Reports-/Imports-Ordner liegen außerhalb Repo\n* keine echten Dateien im Repo\n* aktueller Remote HEAD ist synchron\n* Safe Mode / Read-only bleibt für produktive Imports aktiv\n\n## 3. Backup vor Real-File Dry Run\n\nBitte zuerst ausführen:\n\n* finance backup-runtime-db\n* finance verify-backup --file <backup-file>\n\nBitte nur aggregiert berichten:\n\n* Backup erzeugt: ja/nein\n* Backup verifiziert: ja/nein\n* Checksum OK: ja/nein\n* Speicherort: Runtime-Backup-Ordner\n* keine Pfade mit sensitiven Dateinamen nötig\n\n## 4. Echte Dateien nur temporär lesen\n\nFür jede Quelle:\n\n* Datei aus Google Drive / Runtime-Kontext temporär lesen\n* nicht ins Repo kopieren\n* keine echten Werte/Mengen im Chat\n* keine echten Werte/Mengen in Docs/Tests/Fixtures\n* keine echten Dateien committen\n* Temp-Dateien nach Verarbeitung entfernen\n* Details nur in Runtime-DB / Review Items\n\n## 5. Dry Run pro Quelle\n\n### A. PostFinance\n\nBitte echten PostFinance-Auszug durch Parser/Dry Run laufen lassen.\n\nZiel:\n\n* Positionskandidaten erkennen\n* Cash-/Account-Kandidaten erkennen\n* Instrument-Mappings versuchen\n* fehlende ISIN/Ticker markieren\n* Review Items erzeugen\n* Dry-Run Summary speichern\n\nBitte keine produktiven Positionen schreiben.\n\nBericht nur aggregiert:\n\n* rows_total\n* candidate_positions\n* candidate_cash_rows\n* mapped_positions\n* blocked_positions\n* review_items_created\n* warnings_count\n* errors_count\n* quality_flags_summary\n* snapshot_date_status\n* keine echten Namen/Werte/Mengen, außer nicht-sensitive generische Labels\n\n### B. True Wealth\n\nAnalog PostFinance.\n\nBesonders prüfen:\n\n* ETF-Positionen\n* Cash-/Kontozeilen\n* ob ISIN/Ticker erkannt werden\n* ob True Wealth eher als einzelne ETF-Positionen oder Plattformstrategie erscheint\n\nKeine produktiven Positionen schreiben.\n\n### C. Raiffeisen\n\nAnalog, aber defensiv:\n\n* primär Cash-/Kontrollsnapshot\n* aggregierte Depot-/Anlagezeilen nicht als Instrumentpositionen importieren, wenn ISIN/Ticker/Menge fehlen\n* Review Items erzeugen, falls unklare Zeilen vorhanden\n\nKeine produktiven Positionen schreiben.\n\n## 6. Review Items\n\nBitte echte Dry-Run-Ergebnisse in broker_import_review_items speichern, aber nur Runtime-DB.\n\nRegeln:\n\n* jeder Review Item braucht dry_run_id\n* source_platform\n* source_file_type\n* source_row_ref\n* row_hash\n* source_label\n* normalized_name\n* detected fields\n* quality_flags_json\n* review_status = open / blocked / ignored / mapped / resolved\n\nBitte alte Dry Runs nicht überschreiben.\n\nFalls mehrere Dry Runs derselben Quelle existieren:\n\n* neue Session erzeugen\n* ältere Session nicht löschen\n* optional Status/Notiz setzen, wenn eine Session ersetzt wurde\n\nBitte später vorbereiten:\n\n* Dry Run archivieren/verwerfen\n* Review Items pro Dry Run filtern\n\n## 7. Parser-Anpassungen\n\nFalls\nechte Dateien leichte Parser-Anpassungen benötigen:\n\n* Code darf angepasst werden\n* aber nur generisch\n* keine echten Daten in Tests/Fixtures\n* synthetische Fixtures erweitern, falls ein neuer Strukturfall entdeckt wurde\n* echte Werte/Namen nicht in Docs schreiben\n* Tests ergänzen\n* Commit/Push nur Code und synthetische Tests\n\n## 8. Data Quality Center prüfen\n\nNach den Dry Runs bitte prüfen:\n\n* Review Items erscheinen im Data Quality Center\n* Quality Flags werden aggregiert\n* missing_isin sichtbar\n* missing_ticker sichtbar\n* snapshot_only sichtbar\n* cost_basis_uncertain sichtbar\n* missing_fx sichtbar, falls vorhanden\n* aggregate_only sichtbar, falls vorhanden\n* keine produktiven Positionswerte angezeigt\n\n## 9. Manual Review Queue prüfen\n\nBitte prüfen:\n\n* Review Items sind sichtbar\n* Quelle filterbar\n* Status sichtbar\n* Quality Flags sichtbar\n* Mapping-Aktionen weiterhin kontrolliert / produktive Positionserstellung weiterhin deaktiviert\n* keine Commit-Aktion für Initial Snapshot aktiv\n\n## 10. Keine produktive Aktion\n\nBitte jetzt weiterhin nicht:\n\n* keine produktiven Aktien-/ETF-Positionen schreiben\n* keine produktiven Cash-Snapshots schreiben\n* keine Ledger-Transaktionen aus Brokerdateien schreiben\n* keine positions_snapshot aus Brokerdateien schreiben\n* keine echten Dateien ins Git\n* keine echten Werte/Mengen im Chat\n* keine echten Reports mit Aktien-/ETF-Zahlen erzeugen\n\n## 11. Nach Abschluss\n\nBitte ausführen:\n\n* Compile\n* pytest\n* Git-Safety\n* Git Status\n\nFalls Code geändert wurde:\n\n* Commit mit sinnvoller Message\n* Push auf main\n\nBitte berichten:\n\n* Backup erzeugt/verifiziert\n* Git-Safety vor/nachher\n* ob Code geändert wurde\n* Commit Hash, falls vorhanden\n* PostFinance Dry-Run Summary\n* True Wealth Dry-Run Summary\n* Raiffeisen Dry-Run Summary\n* Anzahl Review Items pro Quelle\n* Quality Flags pro Quelle\n* ob Manual Review Queue funktioniert\n* ob Data Quality Center funktioniert\n* ob produktive DB-Positionen unverändert blieben\n* nächste Empfehlung\n\nWichtig:\nDer Output bleibt aggregate-only. Keine echten Werte, Mengen, Kontostände, Kurse, Dateiinhalte oder sensitiven Labels im Chat."
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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## 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, and `references/broker-parser-dry-run-pipeline.md` for the Phase B2 synthetic broker parser, dry-run, runtime review-item and UI quality-flag pipeline. 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; later migrateable to FastAPI + React/PostgreSQL.\\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## 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`.\\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 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.\\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.\\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- 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.\\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- 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\\nBefore 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.\\n\\n## Common pitfalls\\n\\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- 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- 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- 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- 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- Adding broad Git-safety tests that only assert `len(findings) >= N`; prefer explicit assertions for token filename, PAT patterns, private keys, CSV/JSON path policy, runtime/data directories, allowed synthetic paths, `config.example/`, and normal `src/` false-positive protection.\\n\", \"path\": \"finance/finance-system-architecture/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/finance/finance-system-architecture\", \"linked_files\": {\"references\": [\"references/crypto-single-coin-runtime-test.md\", \"references/multi-wallet-crypto-and-equity-manage-ui.md\", \"references/mvp-crypto-report-export.md\", \"references/mvp-import-pipeline-tasks-9-13.md\", \"references/broker-parser-dry-run-pipeline.md\", \"references/crypto-xlsx-initial-snapshot-dry-run.md\", \"references/crypto-price-refresh-and-idempotent-btc-runtime.md\", \"references/spec-v0.3-decisions.md\", \"references/runtime-backup-and-broker-mapping.md\", \"references/mvp-market-import-safety-hardening.md\", \"references/spec-v0.4-implementation-blueprint.md\", \"references/import-wizard-mapping-layer.md\", \"references/crypto-runtime-db-consistency-verification.md\", \"references/github-token-push-from-drive.md\", \"references/mvp-streamlit-dashboard.md\", \"references/spec-v0.4.1-corrections.md\", \"references/mvp-crypto-wallet-ledger.md\", \"references/mvp-safety-gate-implementation.md\", \"references/crypto-xlsx-initial-snapshot-production-import.md\", \"references/spec-v0.5-repo-blueprint.md\", \"references/spec-v0.2-decisions.md\", \"references/mvp-crypto-manual-management-ui.md\", \"references/mvp-ledger-cash-wac-positions.md\", \"references/git-safety-verification-coverage.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\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"]}}}",
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      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"file\": \"references/broker-parser-dry-run-pipeline.md\", \"content\": \"# Broker Parser Dry-Run Pipeline Pattern\\n\\nUse this reference after the Import Wizard / Mapping Layer exists, when adding parser output to the review workflow for PostFinance, True Wealth, Raiffeisen, or similar broker/bank statements.\\n\\n## Purpose\\n\\nTurn broker/bank parser results into safe dry-run summaries and runtime-only review items. This phase must still avoid productive ledger, snapshot, holdings, or cash writes unless the user explicitly approves a later import phase.\\n\\n## Sequencing and guardrails\\n\\n1. Start with synthetic DOCX/XLSX fixtures that mimic real source structure.\\n2. Do not commit real broker/bank files, raw rows, quantities, market values, or generated runtime DBs.\\n3. Real files may only be read from runtime/temp for structural dry-runs; report aggregate counts and quality flags only.\\n4. Keep Import Wizard and review actions read-only by default.\\n5. Do not pivot into analytics modules such as Monte Carlo, backtesting, rebalancing, scores, projections, or heatmaps during import hardening.\\n\\n## Parser behavior by source\\n\\n### PostFinance DOCX/table parser\\n\\nExtract candidates from DOCX table rows:\\n\\n- product/name label\\n- quantity-present boolean, not quantity value in chat/docs\\n- currency\\n- market-value-present boolean\\n- account/depot context\\n- snapshot date when recognizable\\n\\nExpected quality flags:\\n\\n- `missing_isin`\\n- `missing_ticker`\\n- `snapshot_only`\\n- `cost_basis_uncertain`\\n- `market_value_legacy`\\n- `needs_manual_review`\\n\\n### True Wealth DOCX/mixed-table parser\\n\\nExtract:\\n\\n- cash rows\\n- position-like rows\\n- portfolio/account context\\n- currency\\n- snapshot date when recognizable\\n\\nExpected quality flags:\\n\\n- `missing_isin`\\n- `missing_ticker`\\n- `snapshot_only`\\n- `cost_basis_uncertain`\\n- `missing_fx` for non-CHF rows without FX\\n- `needs_manual_review`\\n\\n### Raiffeisen XLSX account/control parser\\n\\nExtract:\\n\\n- cash/account rows\\n- aggregate custody/investment rows\\n\\nRules:\\n\\n- Treat Raiffeisen defensively as cash/control snapshot when detailed instrument fields are absent.\\n- Do not create instrument positions from aggregate-only rows.\\n\\nExpected quality flags:\\n\\n- `cash_snapshot_candidate`\\n- `aggregate_only`\\n- `missing_instrument_details`\\n- `needs_manual_review`\\n\\n## Runtime-only review items\\n\\nAdd/maintain `broker_import_review_items` for row-level review data in the runtime DB only.\\n\\nFields:\\n\\n- `review_item_id`\\n- `dry_run_id`\\n- `source_platform`\\n- `source_file_type`\\n- `source_row_ref`\\n- `row_hash`\\n- `source_label`\\n- `normalized_name`\\n- `detected_asset_class`\\n- `detected_currency`\\n- `detected_quantity_present`\\n- `detected_market_value_present`\\n- `isin`\\n- `ticker`\\n- `exchange`\\n- `mapped_instrument_id`\\n- `mapped_account_id`\\n- `quality_flags_json`\\n- `review_status`: open, mapped, ignored, blocked, resolved\\n- `reviewer_note`\\n- timestamps\\n\\nRules:\\n\\n- Review item details are runtime-only and must not be written to Git fixtures/docs when they come from real files.\\n- In chat/reporting, output only aggregate counts and quality flag summaries.\\n- Manual mapping or status changes must require a non-empty note and create an audit-log entry.\\n\\n## Generic dry-run pipeline\\n\\n1. Parse source file.\\n2. Normalize candidates.\\n3. Attempt instrument mapping using existing mapping rules: ISIN primary; ticker+exchange fallback; name-only never auto-maps.\\n4. Attempt account mapping when account context exists.\\n5. Set quality flags.\\n6. Write `broker_import_dry_runs` aggregate summary.\\n7. Write `broker_import_review_items` row-level runtime review records.\\n8. Do not write `positions_snapshot`.\\n9. Do not write transactions, cash ledger, crypto holdings, or productive snapshots.\\n10. Return aggregate output: `rows_total`, `candidate_positions`, `candidate_cash_rows`, `mapped_positions`, `blocked_positions`, `review_items_created`, `warnings_count`, `errors_count`, `quality_flags_summary`.\\n\\n## UI extensions\\n\\nImport Wizard should show parser/dry-run summary, quality flag counts, runtime review items, and a visible link/path to Manual Review Queue. Productive commit buttons remain disabled in read-only mode.\\n\\nManual Review Queue should show review items with source, label, normalized name, asset class, currency, ISIN, ticker, exchange, mapped instrument/account, quality flags, and status. Prepare actions for adding identifiers, confirming mappings, ignoring with note, or resolving, but keep productive position creation disabled.\\n\\nData Quality Center should aggregate open review items by quality flag, including `missing_isin`, `missing_ticker`, `snapshot_only`, `cost_basis_uncertain`, `missing_fx`, `aggregate_only`, plus existing stale/missing price and alert lifecycle checks.\\n\\nGlobal Safe Mode should be visible in the dashboard shell or Command Center: DB mode, write mode, last backup if known, Git-safety status if known, and reminder that real data lives outside Git. Default is read-only.\\n\\n## Test matrix additions\\n\\nAdd tests for:\\n\\n- synthetic PostFinance parser candidate detection and flags\\n- synthetic True Wealth parser candidate detection and flags\\n- synthetic Raiffeisen cash/control and aggregate-only detection\\n- dry-run summary creation\\n- review item creation\\n- no productive positions/ledger writes\\n- name-only rows stay review-gated\\n- Raiffeisen aggregate-only rows are blocked, not instrument positions\\n- Manual Review Queue loads review items\\n- Data Quality Center aggregates review flags\\n- default safe mode is read-only\\n- commit actions remain disabled\\n- audit log on review-item mapping/status change\\n- no real DOCX/XLSX/PDF files in the repo\\n- Git-safety remains OK\\n\", \"file_type\": \".md\"}",
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          "response_item_id": "fc_0c76e56576ffc0fb016a06e887e0f08191aca5c26f4341511c",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":220,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/config/paths.py\"}"
          }
        },
        {
          "id": "call_OhSB3ZgubVc2DOLRYzw6z8kF",
          "call_id": "call_OhSB3ZgubVc2DOLRYzw6z8kF",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e887e0f8819190ed9d7192858efb",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":220,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/config/settings.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|import shutil\\n     5|from dataclasses import dataclass\\n     6|from datetime import datetime, timezone\\n     7|from pathlib import Path\\n     8|\\n     9|from jarvis_finance.config.paths import is_relative_to\\n    10|\\n    11|\\n    12|@dataclass(frozen=True)\\n    13|class BackupResult:\\n    14|    backup_file: Path\\n    15|    checksum_file: Path\\n    16|    sha256: str\\n    17|    size_bytes: int\\n    18|\\n    19|\\n    20|@dataclass(frozen=True)\\n    21|class VerifyBackupResult:\\n    22|    backup_file: Path\\n    23|    checksum_file: Path\\n    24|    sha256: str\\n    25|    checksum_ok: bool\\n    26|    exists: bool\\n    27|\\n    28|\\n    29|@dataclass(frozen=True)\\n    30|class RestoreResult:\\n    31|    restored_to: Path\\n    32|    source_file: Path\\n    33|    verified: bool\\n    34|\\n    35|\\n    36|def sha256_file(path: Path) -> str:\\n    37|    digest = hashlib.sha256()\\n    38|    with path.open(\\\"rb\\\") as handle:\\n    39|        for chunk in iter(lambda: handle.read(1024 * 1024), b\\\"\\\"):\\n    40|            digest.update(chunk)\\n    41|    return digest.hexdigest()\\n    42|\\n    43|\\n    44|def write_checksum_file(backup_file: Path, sha256: str) -> Path:\\n    45|    checksum_file = backup_file.with_suffix(backup_file.suffix + \\\".sha256\\\")\\n    46|    checksum_file.write_text(f\\\"{sha256}  {backup_file.name}\\\\n\\\", encoding=\\\"utf-8\\\")\\n    47|    return checksum_file\\n    48|\\n    49|\\n    50|def read_expected_checksum(checksum_file: Path) -> str | None:\\n    51|    if not checksum_file.exists():\\n    52|        return None\\n    53|    text = checksum_file.read_text(encoding=\\\"utf-8\\\", errors=\\\"ignore\\\").strip()\\n    54|    if not text:\\n    55|        return None\\n    56|    return text.split()[0]\\n    57|\\n    58|\\n    59|def ensure_outside_repo(path: Path, repo_root: Path) -> None:\\n    60|    if is_relative_to(path.resolve(), repo_root.resolve()):\\n    61|        raise ValueError(f\\\"Backup/restore path must be outside the Git repository: {path}\\\")\\n    62|\\n    63|\\n    64|def backup_runtime_db(*, db_path: Path, backups_dir: Path, repo_root: Path, timestamp: str | None = None) -> BackupResult:\\n    65|    db_path = db_path.expanduser().resolve()\\n    66|    backups_dir = backups_dir.expanduser().resolve()\\n    67|    ensure_outside_repo(backups_dir, repo_root)\\n    68|    ensure_outside_repo(db_path, repo_root)\\n    69|    if not db_path.exists():\\n    70|        raise FileNotFoundError(f\\\"Runtime DB not found: {db_path}\\\")\\n    71|    backups_dir.mkdir(parents=True, exist_ok=True)\\n    72|    stamp = timestamp or datetime.now(timezone.utc).strftime(\\\"%Y%m%dT%H%M%SZ\\\")\\n    73|    backup_file = backups_dir / f\\\"finance-runtime-db-{stamp}.sqlite3\\\"\\n    74|    shutil.copy2(db_path, backup_file)\\n    75|    checksum = sha256_file(backup_file)\\n    76|    checksum_file = write_checksum_file(backup_file, checksum)\\n    77|    return BackupResult(\\n    78|        backup_file=backup_file,\\n    79|        checksum_file=checksum_file,\\n    80|        sha256=checksum,\\n    81|        size_bytes=backup_file.stat().st_size,\\n    82|    )\\n    83|\\n    84|\\n    85|def verify_backup(*, backup_file: Path, repo_root: Path | None = None) -> VerifyBackupResult:\\n    86|    backup_file = backup_file.expanduser().resolve()\\n    87|    if repo_root is not None:\\n    88|        ensure_outside_repo(backup_file, repo_root)\\n    89|    exists = backup_file.exists() and backup_file.is_file()\\n    90|    if not exists:\\n    91|        return VerifyBackupResult(\\n    92|            backup_file=backup_file,\\n    93|            checksum_file=backup_file.with_suffix(backup_file.suffix + \\\".sha256\\\"),\\n    94|            sha256=\\\"\\\",\\n    95|            checksum_ok=False,\\n    96|            exists=False,\\n    97|        )\\n    98|    actual = sha256_file(backup_file)\\n    99|    checksum_file = backup_file.with_suffix(backup_file.suffix + \\\".sha256\\\")\\n   100|    expected = read_expected_checksum(checksum_file)\\n   101|    return VerifyBackupResult(\\n   102|        backup_file=backup_file,\\n   103|        checksum_file=checksum_file,\\n   104|        sha256=actual,\\n   105|        checksum_ok=bool(expected and expected == actual),\\n   106|        exists=True,\\n   107|    )\\n   108|\\n   109|\\n   110|def restore_runtime_db(*, backup_file: Path, db_path: Path, repo_root: Path, yes: bool = False) -> RestoreResult:\\n   111|    if not yes:\\n   112|        raise PermissionError(\\\"Restore requires explicit confirmation via --yes\\\")\\n   113|    backup_file = backup_file.expanduser().resolve()\\n   114|    db_path = db_path.expanduser().resolve()\\n   115|    ensure_outside_repo(backup_file, repo_root)\\n   116|    ensure_outside_repo(db_path, repo_root)\\n   117|    verification = verify_backup(backup_file=backup_file, repo_root=repo_root)\\n   118|    if not verification.exists:\\n   119|        raise FileNotFoundError(f\\\"Backup file not found: {backup_file}\\\")\\n   120|    if not verification.checksum_ok:\\n   121|        raise ValueError(f\\\"Backup checksum verification failed: {backup_file}\\\")\\n   122|    db_path.parent.mkdir(parents=True, exist_ok=True)\\n   123|    shutil.copy2(backup_file, db_path)\\n   124|    return RestoreResult(restored_to=db_path, source_file=backup_file, verified=True)\\n   125|\", \"total_lines\": 124, \"file_size\": 4315, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_d0PjeDJ12FhStaol6Eyi7INe"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import argparse\\n     4|from pathlib import Path\\n     5|\\n     6|from jarvis_finance.config.settings import ensure_runtime_dirs, load_settings\\n     7|from jarvis_finance.market.providers import CoinGeckoClient, refresh_crypto_prices\\n     8|from jarvis_finance.quality.data_quality import check_crypto_data_quality\\n     9|from jarvis_finance.quality.git_safety import assert_safe, scan_path\\n    10|from jarvis_finance.runtime.backup import backup_runtime_db, restore_runtime_db, verify_backup\\n    11|from jarvis_finance.storage.database import connect\\n    12|from jarvis_finance.storage.migrations import apply_migrations, get_schema_version\\n    13|\\n    14|\\n    15|def main(argv: list[str] | None = None) -> int:\\n    16|    parser = argparse.ArgumentParser(prog=\\\"finance\\\")\\n    17|    sub = parser.add_subparsers(dest=\\\"command\\\", required=True)\\n    18|    sub.add_parser(\\\"init-db\\\")\\n    19|    sub.add_parser(\\\"migrate\\\")\\n    20|    scan = sub.add_parser(\\\"git-safety-scan\\\")\\n    21|    scan.add_argument(\\\"path\\\", nargs=\\\"?\\\", default=\\\".\\\")\\n    22|    prices = sub.add_parser(\\\"update-crypto-prices\\\")\\n    23|    prices.add_argument(\\\"--currency\\\", default=\\\"CHF\\\")\\n    24|    prices.add_argument(\\\"--max-age-seconds\\\", type=int, default=3600)\\n    25|    prices.add_argument(\\\"--sleep-seconds\\\", type=float, default=0.0)\\n    26|    prices.add_argument(\\\"--max-retries\\\", type=int, default=2)\\n    27|    prices.add_argument(\\\"--initial-backoff\\\", type=float, default=1.0)\\n    28|    prices.add_argument(\\\"--max-backoff\\\", type=float, default=8.0)\\n    29|    prices.add_argument(\\\"--only-missing\\\", action=\\\"store_true\\\")\\n    30|    prices.add_argument(\\\"--only-stale\\\", action=\\\"store_true\\\")\\n    31|    prices.add_argument(\\\"--only-symbol\\\")\\n    32|    prices.add_argument(\\\"--limit\\\", type=int)\\n    33|    prices.add_argument(\\\"--dry-run\\\", action=\\\"store_true\\\")\\n    34|    dq = sub.add_parser(\\\"check-data-quality\\\")\\n    35|    dq.add_argument(\\\"--scope\\\", choices=[\\\"crypto\\\"], default=\\\"crypto\\\")\\n    36|    dq.add_argument(\\\"--resolve-fixed\\\", action=\\\"store_true\\\")\\n    37|    dq.add_argument(\\\"--dry-run\\\", action=\\\"store_true\\\")\\n    38|    dq.add_argument(\\\"--currency\\\", default=\\\"CHF\\\")\\n    39|    dq.add_argument(\\\"--max-age-seconds\\\", type=int, default=86_400)\\n    40|    sub.add_parser(\\\"backup-runtime-db\\\")\\n    41|    restore = sub.add_parser(\\\"restore-runtime-db\\\")\\n    42|    restore.add_argument(\\\"--from\\\", dest=\\\"backup_file\\\", required=True)\\n    43|    restore.add_argument(\\\"--yes\\\", action=\\\"store_true\\\")\\n    44|    verify = sub.add_parser(\\\"verify-backup\\\")\\n    45|    verify.add_argument(\\\"--file\\\", required=True)\\n    46|    args = parser.parse_args(argv)\\n    47|\\n    48|    if args.command in {\\\"init-db\\\", \\\"migrate\\\"}:\\n    49|        settings = load_settings()\\n    50|        ensure_runtime_dirs(settings)\\n    51|        conn = connect(settings.db_path)\\n    52|        apply_migrations(conn)\\n    53|        print(f\\\"SCHEMA_VERSION={get_schema_version(conn)}\\\")\\n    54|        return 0\\n    55|    if args.command == \\\"git-safety-scan\\\":\\n    56|        findings = scan_path(Path(args.path))\\n    57|        if findings:\\n    58|            for finding in findings:\\n    59|                print(f\\\"{finding.path}: {finding.reason}\\\")\\n    60|            return 1\\n    61|        assert_safe(Path(args.path))\\n    62|        print(\\\"GIT_SAFETY_OK\\\")\\n    63|        return 0\\n    64|    if args.command == \\\"update-crypto-prices\\\":\\n    65|        settings = load_settings()\\n    66|        ensure_runtime_dirs(settings)\\n    67|        conn = connect(settings.db_path)\\n    68|        try:\\n    69|            apply_migrations(conn)\\n    70|            result = refresh_crypto_prices(\\n    71|                conn,\\n    72|                provider=CoinGeckoClient(\\n    73|                    max_retries=args.max_retries,\\n    74|                    initial_backoff_seconds=args.initial_backoff,\\n    75|                    max_backoff_seconds=args.max_backoff,\\n    76|                ),\\n    77|                currency=args.currency,\\n    78|                max_age_seconds=args.max_age_seconds,\\n    79|                only_missing=args.only_missing,\\n    80|                only_stale=args.only_stale,\\n    81|                only_symbol=args.only_symbol,\\n    82|                limit=args.limit,\\n    83|                dry_run=args.dry_run,\\n    84|                sleep_seconds=args.sleep_seconds,\\n    85|            )\\n    86|            print(\\n    87|                \\\"CRYPTO_PRICE_UPDATE \\\"\\n    88|                f\\\"currency={result.currency} total_assets={result.total_assets} \\\"\\n    89|                f\\\"updated={result.updated_count} cached={result.cached_count} \\\"\\n    90|                f\\\"skipped={result.skipped_count} stale={result.stale_count} \\\"\\n    91|                f\\\"warnings={result.warning_count} errors={result.error_count} \\\"\\n    92|                f\\\"assets_still_missing_local_price={result.missing_local_price_count} \\\"\\n    93|                f\\\"dry_run={str(result.dry_run).lower()}\\\"\\n    94|            )\\n    95|            return 1 if result.error_count else 0\\n    96|        finally:\\n    97|            conn.close()\\n    98|    if args.command == \\\"check-data-quality\\\":\\n    99|        settings = load_settings()\\n   100|        ensure_runtime_dirs(settings)\\n   101|        conn = connect(settings.db_path)\\n   102|        try:\\n   103|            apply_migrations(conn)\\n   104|            result = check_crypto_data_quality(\\n   105|                conn,\\n   106|                currency=args.currency,\\n   107|                max_age_seconds=args.max_age_seconds,\\n   108|                resolve_fixed=args.resolve_fixed,\\n   109|                dry_run=args.dry_run,\\n   110|            )\\n   111|            print(\\n   112|                \\\"DATA_QUALITY_CHECK \\\"\\n   113|                f\\\"scope={result.scope} active_crypto_assets={result.active_crypto_assets} \\\"\\n   114|                f\\\"fresh_price_assets={result.fresh_price_assets} \\\"\\n   115|                f\\\"active_stale_price_alerts_before={result.active_stale_price_alerts_before} \\\"\\n   116|                f\\\"active_stale_price_alerts_after={result.active_stale_price_alerts_after} \\\"\\n   117|                f\\\"resolved_alerts={result.resolved_alerts} \\\"\\n   118|                f\\\"warnings={result.warnings} errors={result.errors} \\\"\\n   119|                f\\\"dry_run={str(result.dry_run).lower()}\\\"\\n   120|            )\\n   121|            return 1 if result.errors else 0\\n   122|        finally:\\n   123|            conn.close()\\n   124|    if args.command == \\\"backup-runtime-db\\\":\\n   125|        settings = load_settings()\\n   126|        ensure_runtime_dirs(settings)\\n   127|        result = backup_runtime_db(\\n   128|            db_path=settings.db_path,\\n   129|            backups_dir=settings.runtime_paths.backups_dir,\\n   130|            repo_root=Path.cwd(),\\n   131|        )\\n   132|        print(\\n   133|            \\\"RUNTIME_DB_BACKUP \\\"\\n   134|            f\\\"backup_file={result.backup_file} checksum_file={result.checksum_file} \\\"\\n   135|            f\\\"sha256={result.sha256} size_bytes={result.size_bytes}\\\"\\n   136|        )\\n   137|        return 0\\n   138|    if args.command == \\\"verify-backup\\\":\\n   139|        result = verify_backup(backup_file=Path(args.file), repo_root=Path.cwd())\\n   140|        print(\\n   141|            \\\"BACKUP_VERIFY \\\"\\n   142|            f\\\"backup_file={result.backup_file} checksum_file={result.checksum_file} \\\"\\n   143|            f\\\"exists={str(result.exists).lower()} checksum_ok={str(result.checksum_ok).lower()} \\\"\\n   144|            f\\\"sha256={result.sha256}\\\"\\n   145|        )\\n   146|        return 0 if result.exists and result.checksum_ok else 1\\n   147|    if args.command == \\\"restore-runtime-db\\\":\\n   148|        settings = load_settings()\\n   149|        ensure_runtime_dirs(settings)\\n   150|        result = restore_runtime_db(\\n   151|            backup_file=Path(args.backup_file),\\n   152|            db_path=settings.db_path,\\n   153|            repo_root=Path.cwd(),\\n   154|            yes=args.yes,\\n   155|        )\\n   156|        print(\\n   157|            \\\"RUNTIME_DB_RESTORE \\\"\\n   158|            f\\\"source_file={result.source_file} restored_to={result.restored_to} \\\"\\n   159|            f\\\"verified={str(result.verified).lower()}\\\"\\n   160|        )\\n   161|        return 0\\n   162|    return 2\\n   163|\\n   164|\\n   165|if __name__ == \\\"__main__\\\":\\n   166|    raise SystemExit(main())\\n   167|\", \"total_lines\": 166, \"file_size\": 7171, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_ziaC1JsnpJ3kJ710Hx6srUXD"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from dataclasses import dataclass\\n     4|from pathlib import Path\\n     5|\\n     6|DEFAULT_RUNTIME_DIR = Path(\\\"~/jarvis_runtime/finance-system\\\").expanduser()\\n     7|\\n     8|\\n     9|@dataclass(frozen=True)\\n    10|class RuntimePaths:\\n    11|    base_dir: Path\\n    12|    data_dir: Path\\n    13|    imports_dir: Path\\n    14|    exports_dir: Path\\n    15|    reports_dir: Path\\n    16|    backups_dir: Path\\n    17|    secrets_dir: Path\\n    18|    logs_dir: Path\\n    19|    db_path: Path\\n    20|\\n    21|    @classmethod\\n    22|    def from_base(cls, base_dir: str | Path = DEFAULT_RUNTIME_DIR) -> \\\"RuntimePaths\\\":\\n    23|        base = Path(base_dir).expanduser().resolve()\\n    24|        return cls(\\n    25|            base_dir=base,\\n    26|            data_dir=base / \\\"data\\\",\\n    27|            imports_dir=base / \\\"imports\\\",\\n    28|            exports_dir=base / \\\"exports\\\",\\n    29|            reports_dir=base / \\\"reports\\\",\\n    30|            backups_dir=base / \\\"backups\\\",\\n    31|            secrets_dir=base / \\\"secrets\\\",\\n    32|            logs_dir=base / \\\"logs\\\",\\n    33|            db_path=base / \\\"data\\\" / \\\"finance.sqlite3\\\",\\n    34|        )\\n    35|\\n    36|    def ensure_dirs(self) -> None:\\n    37|        for path in [\\n    38|            self.data_dir,\\n    39|            self.imports_dir,\\n    40|            self.exports_dir,\\n    41|            self.reports_dir,\\n    42|            self.backups_dir,\\n    43|            self.secrets_dir,\\n    44|            self.logs_dir,\\n    45|        ]:\\n    46|            path.mkdir(parents=True, exist_ok=True)\\n    47|\\n    48|\\n    49|def is_relative_to(path: Path, parent: Path) -> bool:\\n    50|    try:\\n    51|        path.resolve().relative_to(parent.resolve())\\n    52|        return True\\n    53|    except ValueError:\\n    54|        return False\\n    55|\", \"total_lines\": 54, \"file_size\": 1460, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_GCWuR2NG4txsiUjgRNLfQY6A"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import os\\n     4|from dataclasses import dataclass\\n     5|from pathlib import Path\\n     6|\\n     7|from .paths import DEFAULT_RUNTIME_DIR, RuntimePaths, is_relative_to\\n     8|\\n     9|\\n    10|@dataclass(frozen=True)\\n    11|class Settings:\\n    12|    env: str = \\\"local\\\"\\n    13|    base_currency: str = \\\"CHF\\\"\\n    14|    timezone: str = \\\"Europe/Zurich\\\"\\n    15|    runtime_paths: RuntimePaths = RuntimePaths.from_base(DEFAULT_RUNTIME_DIR)\\n    16|    log_level: str = \\\"INFO\\\"\\n    17|    block_runtime_inside_repo: bool = True\\n    18|\\n    19|    @property\\n    20|    def db_path(self) -> Path:\\n    21|        return self.runtime_paths.db_path\\n    22|\\n    23|\\n    24|def find_repo_root(start: Path | None = None) -> Path:\\n    25|    current = (start or Path.cwd()).resolve()\\n    26|    for candidate in [current, *current.parents]:\\n    27|        if (candidate / \\\".git\\\").exists() or (candidate / \\\"pyproject.toml\\\").exists():\\n    28|            return candidate\\n    29|    return current\\n    30|\\n    31|\\n    32|def load_settings(repo_root: Path | None = None, environ: dict[str, str] | None = None) -> Settings:\\n    33|    env = environ or os.environ\\n    34|    runtime_dir = Path(env.get(\\\"JARVIS_FINANCE_RUNTIME_DIR\\\", str(DEFAULT_RUNTIME_DIR))).expanduser()\\n    35|    paths = RuntimePaths.from_base(runtime_dir)\\n    36|    db_override = env.get(\\\"JARVIS_FINANCE_DB_PATH\\\")\\n    37|    if db_override:\\n    38|        object.__setattr__(paths, \\\"db_path\\\", Path(db_override).expanduser().resolve())\\n    39|    settings = Settings(\\n    40|        env=env.get(\\\"JARVIS_FINANCE_ENV\\\", \\\"local\\\"),\\n    41|        base_currency=env.get(\\\"JARVIS_FINANCE_BASE_CURRENCY\\\", \\\"CHF\\\"),\\n    42|        timezone=env.get(\\\"JARVIS_FINANCE_TIMEZONE\\\", \\\"Europe/Zurich\\\"),\\n    43|        runtime_paths=paths,\\n    44|        log_level=env.get(\\\"JARVIS_FINANCE_LOG_LEVEL\\\", \\\"INFO\\\"),\\n    45|        block_runtime_inside_repo=env.get(\\\"JARVIS_FINANCE_BLOCK_RUNTIME_INSIDE_REPO\\\", \\\"1\\\") not in {\\\"0\\\", \\\"false\\\", \\\"False\\\"},\\n    46|    )\\n    47|    validate_settings(settings, repo_root=repo_root)\\n    48|    return settings\\n    49|\\n    50|\\n    51|def validate_settings(settings: Settings, repo_root: Path | None = None) -> None:\\n    52|    root = (repo_root or find_repo_root()).resolve()\\n    53|    if settings.block_runtime_inside_repo and is_relative_to(settings.runtime_paths.base_dir, root):\\n    54|        raise ValueError(f\\\"Runtime directory must be outside the Git repository: {settings.runtime_paths.base_dir}\\\")\\n    55|    if settings.base_currency != \\\"CHF\\\":\\n    56|        raise ValueError(\\\"MVP 1 base currency must be CHF\\\")\\n    57|\\n    58|\\n    59|def ensure_runtime_dirs(settings: Settings) -> None:\\n    60|    settings.runtime_paths.ensure_dirs()\\n    61|\", \"total_lines\": 60, \"file_size\": 2335, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_OhSB3ZgubVc2DOLRYzw6z8kF"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Searching for files**\n\nI need to find real files, perhaps on Google Drive using a specific tool called ‘gog.’ I'll want to check if I can search within my memory or local runtime imports. Maybe files are in the drive mounted? I might consider using the terminal to find them. My search may pattern the files under runtime, but I need to avoid listing any sensitive names in the final output, even if the tool output may include them. Let's search!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Searching for files**\n\nI need to find real files, perhaps on Google Drive using a specific tool called ‘gog.’ I'll want to check if I can search within my memory or local runtime imports. Maybe files are in the drive mounted? I might consider using the terminal to find them. My search may pattern the files under runtime, but I need to avoid listing any sensitive names in the final output, even if the tool output may include them. Let's search!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
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      "reasoning": "**Checking preflight script**\n\nI need to run a preflight check, and I’m thinking about using a terminal script to aggregate things. Oh, should I not use sed in this case? It seems like a terminal is necessary for git operations. I also need to verify the remote sync, possibly using a token, but I’m not sure if I should output the token. It feels important to double-check this process to ensure everything goes smoothly!",
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            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport os, subprocess, re, json\\nrepo=Path.cwd().resolve()\\nruntime=Path('/home/agent/jarvis_runtime/finance-system').resolve()\\npaths={\\n 'runtime_db': runtime/'data'/'finance.sqlite3',\\n 'backups': runtime/'backups',\\n 'reports': runtime/'reports',\\n 'imports': runtime/'imports',\\n}\\ndef outside(p):\\n    try: p.resolve().relative_to(repo); return False\\n    except ValueError: return True\\nstatus=subprocess.check_output(['git','status','--short','--branch'], text=True).strip()\\nhead=subprocess.check_output(['git','rev-parse','--short','HEAD'], text=True).strip()\\norigin=subprocess.check_output(['git','rev-parse','--short','origin/main'], text=True).strip()\\nbase=subprocess.check_output(['git','merge-base','HEAD','origin/main'], text=True).strip()\\nlocal_full=subprocess.check_output(['git','rev-parse','HEAD'], text=True).strip()\\norigin_full=subprocess.check_output(['git','rev-parse','origin/main'], text=True).strip()\\nforbidden=[]\\nfor suffix in ('.xlsx','.docx','.pdf'):\\n    forbidden.extend([str(p.relative_to(repo)) for p in repo.rglob('*'+suffix) if p.is_file()])\\nprint(json.dumps({\\n 'git_clean': status=='## main...origin/main',\\n 'git_status': status,\\n 'head': head,\\n 'origin': origin,\\n 'remote_sync': local_full==origin_full,\\n 'runtime_db_exists': paths['runtime_db'].exists(),\\n 'runtime_paths_outside_repo': {k: outside(v) for k,v in paths.items()},\\n 'real_files_in_repo_count': len(forbidden),\\n 'safe_mode_default': 'Read-only',\\n}, sort_keys=True))\\nPY\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "content": "{\"output\": \"{\\\"git_clean\\\": true, \\\"git_status\\\": \\\"## main...origin/main\\\", \\\"head\\\": \\\"fa254a9\\\", \\\"origin\\\": \\\"fa254a9\\\", \\\"real_files_in_repo_count\\\": 0, \\\"remote_sync\\\": true, \\\"runtime_db_exists\\\": true, \\\"runtime_paths_outside_repo\\\": {\\\"backups\\\": true, \\\"imports\\\": true, \\\"reports\\\": true, \\\"runtime_db\\\": true}, \\\"safe_mode_default\\\": \\\"Read-only\\\"}\\nGIT_SAFETY_OK\", \"exit_code\": 0, \"error\": null}",
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    {
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      "name": "todo",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nbackup_out=$(PYTHONPATH=src python -m jarvis_finance.cli.main backup-runtime-db)\\nprintf '%s\\\\n' \\\"$backup_out\\\" | python - <<'PY'\\nimport sys,re,json\\ntext=sys.stdin.read()\\nm=re.search(r'backup_file=(\\\\S+)', text)\\nprint(json.dumps({'backup_created': bool(m), 'backup_dir':'Runtime-Backup-Ordner', 'raw_has_checksum':'sha256=' in text}, sort_keys=True))\\nif m:\\n    open('/tmp/finance_b3_backup_path.txt','w').write(m.group(1))\\nPY\\nbackup_file=$(cat /tmp/finance_b3_backup_path.txt)\\nverify_out=$(PYTHONPATH=src python -m jarvis_finance.cli.main verify-backup --file \\\"$backup_file\\\")\\nprintf '%s\\\\n' \\\"$verify_out\\\" | python - <<'PY'\\nimport sys,re,json\\ntext=sys.stdin.read()\\nprint(json.dumps({'backup_verified':'exists=true' in text, 'checksum_ok':'checksum_ok=true' in text, 'storage':'Runtime-Backup-Ordner'}, sort_keys=True))\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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        }
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    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"{\\\"backup_created\\\": false, \\\"backup_dir\\\": \\\"Runtime-Backup-Ordner\\\", \\\"raw_has_checksum\\\": false}\\ncat: /tmp/finance_b3_backup_path.txt: Datei oder Verzeichnis nicht gefunden\", \"exit_code\": 1, \"error\": null}",
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    },
    {
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      "content": "",
      "reasoning": "**Evaluating input method**\n\nIt looks like there was an issue with how we piped things; the here-doc syntax is consuming stdin, which isn't what I intended. I definitely need to rerun the process, but it seems like I don’t really have a backup. Oops, I shouldn't have assumed that step would work seamlessly! So, it’s clear that using a temporary file might be the best way to handle this situation and ensure everything goes smoothly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Evaluating input method**\n\nIt looks like there was an issue with how we piped things; the here-doc syntax is consuming stdin, which isn't what I intended. I definitely need to rerun the process, but it seems like I don’t really have a backup. Oops, I shouldn't have assumed that step would work seamlessly! So, it’s clear that using a temporary file might be the best way to handle this situation and ensure everything goes smoothly.",
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          "summary": [
            {
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              "text": "**Evaluating input method**\n\nIt looks like there was an issue with how we piped things; the here-doc syntax is consuming stdin, which isn't what I intended. I definitely need to rerun the process, but it seems like I don’t really have a backup. Oops, I shouldn't have assumed that step would work seamlessly! So, it’s clear that using a temporary file might be the best way to handle this situation and ensure everything goes smoothly."
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          "id": "call_xDbcKGmXcXO7exanXwKsSEOs",
          "call_id": "call_xDbcKGmXcXO7exanXwKsSEOs",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e8b7deb481918655b9ee46f93317",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python -m jarvis_finance.cli.main backup-runtime-db > /tmp/finance_b3_backup_out.txt\\npython - <<'PY'\\nfrom pathlib import Path\\nimport re,json\\ntext=Path('/tmp/finance_b3_backup_out.txt').read_text()\\nm=re.search(r'backup_file=(\\\\S+)', text)\\nprint(json.dumps({'backup_created': bool(m), 'backup_dir':'Runtime-Backup-Ordner', 'raw_has_checksum':'sha256=' in text}, sort_keys=True))\\nif not m: raise SystemExit(1)\\nPath('/tmp/finance_b3_backup_path.txt').write_text(m.group(1))\\nPY\\nbackup_file=$(cat /tmp/finance_b3_backup_path.txt)\\nPYTHONPATH=src python -m jarvis_finance.cli.main verify-backup --file \\\"$backup_file\\\" > /tmp/finance_b3_verify_out.txt\\npython - <<'PY'\\nfrom pathlib import Path\\nimport json\\ntext=Path('/tmp/finance_b3_verify_out.txt').read_text()\\nprint(json.dumps({'backup_verified':'exists=true' in text, 'checksum_ok':'checksum_ok=true' in text, 'storage':'Runtime-Backup-Ordner'}, sort_keys=True))\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
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    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"{\\\"backup_created\\\": true, \\\"backup_dir\\\": \\\"Runtime-Backup-Ordner\\\", \\\"raw_has_checksum\\\": true}\\n{\\\"backup_verified\\\": true, \\\"checksum_ok\\\": true, \\\"storage\\\": \\\"Runtime-Backup-Ordner\\\"}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_xDbcKGmXcXO7exanXwKsSEOs"
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            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Runtime-DB Backup erzeugen und verifizieren\",\"id\":\"b3-2\",\"status\":\"completed\"},{\"content\":\"Echte PostFinance/True Wealth/Raiffeisen Dateien temporär finden und Dry-Runs ausführen\",\"id\":\"b3-3\",\"status\":\"in_progress\"}]}"
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    {
      "role": "tool",
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      "tool_calls": [
        {
          "id": "call_PChl9tF6UotNLa83UprWfC9p",
          "call_id": "call_PChl9tF6UotNLa83UprWfC9p",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e8c9fe2c8191a64a4e938225f9c0",
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python - <<'PY'\\nfrom pathlib import Path\\nfrom tempfile import TemporaryDirectory\\nimport shutil, json, sqlite3\\nfrom jarvis_finance.config.settings import load_settings, ensure_runtime_dirs\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.imports.broker_parsers import parse_postfinance_docx, parse_true_wealth_docx, parse_raiffeisen_xlsx\\nfrom jarvis_finance.imports.broker_mapping import run_broker_import_dry_run\\n\\nsettings=load_settings(); ensure_runtime_dirs(settings)\\nconn=connect(settings.db_path); apply_migrations(conn)\\n\\ndef count(table):\\n    try:\\n        return conn.execute(f'SELECT COUNT(*) AS n FROM {table}').fetchone()['n']\\n    except sqlite3.Error:\\n        return None\\nbefore={t:count(t) for t in ['positions_snapshot','transactions','cash_ledger','broker_import_dry_runs','broker_import_review_items']}\\nbase=Path('/home/agent/jarvis_runtime/finance-system/imports/broker_mapping_analysis_20260515T082614Z')\\nsources=[\\n ('PostFinance', base/'260514_Portfolio_Postfinance.docx', parse_postfinance_docx),\\n ('True Wealth', base/'260514_Portfolio_True_Wealth.docx', parse_true_wealth_docx),\\n ('Raiffeisen', base/'260514_uebersicht_alle_Anlagen.xlsx', parse_raiffeisen_xlsx),\\n]\\nout=[]\\nwith TemporaryDirectory(prefix='finance_b3_real_dryrun_') as tmp:\\n    tmp=Path(tmp)\\n    for source,path,parser in sources:\\n        if not path.exists():\\n            out.append({'source':source,'file_present':False,'errors_count':1})\\n            continue\\n        temp_path=tmp / f'{source.lower().replace(\\\" \\\",\\\"_\\\")}{path.suffix.lower()}'\\n        shutil.copy2(path,temp_path)\\n        parsed=parser(temp_path)\\n        summary=run_broker_import_dry_run(conn, parsed, source_filename=f'{source.lower().replace(\\\" \\\",\\\"_\\\")}_runtime_file{path.suffix.lower()}')\\n        conn.commit()\\n        out.append({\\n            'source': source,\\n            'file_present': True,\\n            'rows_total': summary['rows_total'],\\n            'candidate_positions': summary['candidate_positions'],\\n            'candidate_cash_rows': summary['candidate_cash_rows'],\\n            'mapped_positions': summary['mapped_positions'],\\n            'blocked_positions': summary['blocked_positions'],\\n            'review_items_created': summary['review_items_created'],\\n            'warnings_count': summary['warnings_count'],\\n            'errors_count': summary['errors_count'],\\n            'snapshot_date_status': parsed.snapshot_date_status,\\n            'quality_flags_summary': summary['quality_flags_summary'],\\n        })\\nafter={t:count(t) for t in before}\\nreview_by_source={}\\nfor row in conn.execute(\\\"SELECT source_platform, COUNT(*) AS n FROM broker_import_review_items WHERE dry_run_id IN (SELECT dry_run_id FROM broker_import_dry_runs ORDER BY created_at DESC LIMIT 3) GROUP BY source_platform\\\").fetchall():\\n    review_by_source[row['source_platform']]=row['n']\\nflag_by_source={}\\nfor row in conn.execute(\\\"SELECT source_platform, quality_flags_json FROM broker_import_review_items WHERE dry_run_id IN (SELECT dry_run_id FROM broker_import_dry_runs ORDER BY created_at DESC LIMIT 3)\\\").fetchall():\\n    import json as _json\\n    d=flag_by_source.setdefault(row['source_platform'], {})\\n    for flag in _json.loads(row['quality_flags_json'] or '[]'):\\n        d[flag]=d.get(flag,0)+1\\nprint(json.dumps({'dry_runs':out,'before_counts':before,'after_counts':after,'review_items_last_session':review_by_source,'review_flags_last_session':flag_by_source,'productive_positions_unchanged':before.get('positions_snapshot')==after.get('positions_snapshot'),'transactions_unchanged':before.get('transactions')==after.get('transactions'),'cash_ledger_unchanged':before.get('cash_ledger')==after.get('cash_ledger')}, ensure_ascii=False, sort_keys=True))\\nPY > /tmp/finance_b3_real_dryrun_summary.json\\npython -m json.tool /tmp/finance_b3_real_dryrun_summary.json\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"/usr/bin/bash: Zeile 133: Warnung: Das in der Zeile 70 beginnende Here-Dokument geht bis zum Dateiende (erwartet wird »PY«).\\n  File \\\"<stdin>\\\", line 62\\n    PY > /tmp/finance_b3_real_dryrun_summary.json\\n         ^\\nSyntaxError: invalid syntax\", \"exit_code\": 1, \"error\": null}",
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    },
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      "tool_calls": [
        {
          "id": "call_RMWnVL8fLOisVXgO9tNQecOE",
          "call_id": "call_RMWnVL8fLOisVXgO9tNQecOE",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e8e1a6a08191a6296847fdbacce3",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python - > /tmp/finance_b3_real_dryrun_summary.json <<'PY'\\nfrom pathlib import Path\\nfrom tempfile import TemporaryDirectory\\nimport shutil, json, sqlite3\\nfrom jarvis_finance.config.settings import load_settings, ensure_runtime_dirs\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.imports.broker_parsers import parse_postfinance_docx, parse_true_wealth_docx, parse_raiffeisen_xlsx\\nfrom jarvis_finance.imports.broker_mapping import run_broker_import_dry_run\\n\\nsettings=load_settings(); ensure_runtime_dirs(settings)\\nconn=connect(settings.db_path); apply_migrations(conn)\\n\\ndef count(table):\\n    try:\\n        return conn.execute(f'SELECT COUNT(*) AS n FROM {table}').fetchone()['n']\\n    except sqlite3.Error:\\n        return None\\nbefore={t:count(t) for t in ['positions_snapshot','transactions','cash_ledger','broker_import_dry_runs','broker_import_review_items']}\\nbase=Path('/home/agent/jarvis_runtime/finance-system/imports/broker_mapping_analysis_20260515T082614Z')\\nsources=[\\n ('PostFinance', base/'260514_Portfolio_Postfinance.docx', parse_postfinance_docx),\\n ('True Wealth', base/'260514_Portfolio_True_Wealth.docx', parse_true_wealth_docx),\\n ('Raiffeisen', base/'260514_uebersicht_alle_Anlagen.xlsx', parse_raiffeisen_xlsx),\\n]\\nout=[]\\ncreated_dry_run_ids=[]\\nwith TemporaryDirectory(prefix='finance_b3_real_dryrun_') as tmp:\\n    tmp=Path(tmp)\\n    for source,path,parser in sources:\\n        if not path.exists():\\n            out.append({'source':source,'file_present':False,'errors_count':1})\\n            continue\\n        temp_path=tmp / f'{source.lower().replace(\\\" \\\",\\\"_\\\")}{path.suffix.lower()}'\\n        shutil.copy2(path,temp_path)\\n        parsed=parser(temp_path)\\n        summary=run_broker_import_dry_run(conn, parsed, source_filename=f'{source.lower().replace(\\\" \\\",\\\"_\\\")}_runtime_file{path.suffix.lower()}')\\n        conn.commit()\\n        created_dry_run_ids.append(summary['dry_run_id'])\\n        out.append({\\n            'source': source,\\n            'file_present': True,\\n            'rows_total': summary['rows_total'],\\n            'candidate_positions': summary['candidate_positions'],\\n            'candidate_cash_rows': summary['candidate_cash_rows'],\\n            'mapped_positions': summary['mapped_positions'],\\n            'blocked_positions': summary['blocked_positions'],\\n            'review_items_created': summary['review_items_created'],\\n            'warnings_count': summary['warnings_count'],\\n            'errors_count': summary['errors_count'],\\n            'snapshot_date_status': parsed.snapshot_date_status,\\n            'quality_flags_summary': summary['quality_flags_summary'],\\n        })\\nafter={t:count(t) for t in before}\\nreview_by_source={}\\nflag_by_source={}\\nif created_dry_run_ids:\\n    placeholders=','.join(['?']*len(created_dry_run_ids))\\n    for row in conn.execute(f\\\"SELECT source_platform, COUNT(*) AS n FROM broker_import_review_items WHERE dry_run_id IN ({placeholders}) GROUP BY source_platform\\\", created_dry_run_ids).fetchall():\\n        review_by_source[row['source_platform']]=row['n']\\n    for row in conn.execute(f\\\"SELECT source_platform, quality_flags_json FROM broker_import_review_items WHERE dry_run_id IN ({placeholders})\\\", created_dry_run_ids).fetchall():\\n        d=flag_by_source.setdefault(row['source_platform'], {})\\n        for flag in json.loads(row['quality_flags_json'] or '[]'):\\n            d[flag]=d.get(flag,0)+1\\nprint(json.dumps({'dry_runs':out,'before_counts':before,'after_counts':after,'review_items_last_session':review_by_source,'review_flags_last_session':flag_by_source,'productive_positions_unchanged':before.get('positions_snapshot')==after.get('positions_snapshot'),'transactions_unchanged':before.get('transactions')==after.get('transactions'),'cash_ledger_unchanged':before.get('cash_ledger')==after.get('cash_ledger')}, ensure_ascii=False, sort_keys=True))\\nPY\\npython -m json.tool /tmp/finance_b3_real_dryrun_summary.json\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"{\\n    \\\"after_counts\\\": {\\n        \\\"broker_import_dry_runs\\\": 3,\\n        \\\"broker_import_review_items\\\": 59,\\n        \\\"cash_ledger\\\": null,\\n        \\\"positions_snapshot\\\": 0,\\n        \\\"transactions\\\": 0\\n    },\\n    \\\"before_counts\\\": {\\n        \\\"broker_import_dry_runs\\\": 0,\\n        \\\"broker_import_review_items\\\": 0,\\n        \\\"cash_ledger\\\": null,\\n        \\\"positions_snapshot\\\": 0,\\n        \\\"transactions\\\": 0\\n    },\\n    \\\"cash_ledger_unchanged\\\": true,\\n    \\\"dry_runs\\\": [\\n        {\\n            \\\"blocked_positions\\\": 33,\\n            \\\"candidate_cash_rows\\\": 1,\\n            \\\"candidate_positions\\\": 33,\\n            \\\"errors_count\\\": 0,\\n            \\\"file_present\\\": true,\\n            \\\"mapped_positions\\\": 0,\\n            \\\"quality_flags_summary\\\": {\\n                \\\"cost_basis_uncertain\\\": 33,\\n                \\\"missing_isin\\\": 33,\\n                \\\"missing_ticker\\\": 33,\\n                \\\"needs_manual_review\\\": 34,\\n                \\\"snapshot_only\\\": 34\\n            },\\n            \\\"review_items_created\\\": 34,\\n            \\\"rows_total\\\": 40,\\n            \\\"snapshot_date_status\\\": \\\"missing\\\",\\n            \\\"source\\\": \\\"PostFinance\\\",\\n            \\\"warnings_count\\\": 167\\n        },\\n        {\\n            \\\"blocked_positions\\\": 17,\\n            \\\"candidate_cash_rows\\\": 1,\\n            \\\"candidate_positions\\\": 17,\\n            \\\"errors_count\\\": 0,\\n            \\\"file_present\\\": true,\\n            \\\"mapped_positions\\\": 0,\\n            \\\"quality_flags_summary\\\": {\\n                \\\"cost_basis_uncertain\\\": 17,\\n                \\\"missing_isin\\\": 17,\\n                \\\"missing_ticker\\\": 17,\\n                \\\"needs_manual_review\\\": 18,\\n                \\\"snapshot_only\\\": 18\\n            },\\n            \\\"review_items_created\\\": 18,\\n            \\\"rows_total\\\": 19,\\n            \\\"snapshot_date_status\\\": \\\"missing\\\",\\n            \\\"source\\\": \\\"True Wealth\\\",\\n            \\\"warnings_count\\\": 87\\n        },\\n        {\\n            \\\"blocked_positions\\\": 4,\\n            \\\"candidate_cash_rows\\\": 3,\\n            \\\"candidate_positions\\\": 4,\\n            \\\"errors_count\\\": 0,\\n            \\\"file_present\\\": true,\\n            \\\"mapped_positions\\\": 0,\\n            \\\"quality_flags_summary\\\": {\\n                \\\"aggregate_only\\\": 4,\\n                \\\"cash_snapshot_candidate\\\": 3,\\n                \\\"missing_instrument_details\\\": 4,\\n                \\\"needs_manual_review\\\": 7\\n            },\\n            \\\"review_items_created\\\": 7,\\n            \\\"rows_total\\\": 8,\\n            \\\"snapshot_date_status\\\": \\\"missing\\\",\\n            \\\"source\\\": \\\"Raiffeisen\\\",\\n            \\\"warnings_count\\\": 18\\n        }\\n    ],\\n    \\\"productive_positions_unchanged\\\": true,\\n    \\\"review_flags_last_session\\\": {\\n        \\\"PostFinance\\\": {\\n            \\\"cost_basis_uncertain\\\": 33,\\n            \\\"missing_isin\\\": 33,\\n            \\\"missing_ticker\\\": 33,\\n            \\\"needs_manual_review\\\": 34,\\n            \\\"snapshot_only\\\": 34\\n        },\\n        \\\"Raiffeisen\\\": {\\n            \\\"aggregate_only\\\": 4,\\n            \\\"cash_snapshot_candidate\\\": 3,\\n            \\\"missing_instrument_details\\\": 4,\\n            \\\"needs_manual_review\\\": 7\\n        },\\n        \\\"True Wealth\\\": {\\n            \\\"cost_basis_uncertain\\\": 17,\\n            \\\"missing_isin\\\": 17,\\n            \\\"missing_ticker\\\": 17,\\n            \\\"needs_manual_review\\\": 18,\\n            \\\"snapshot_only\\\": 18\\n        }\\n    },\\n    \\\"review_items_last_session\\\": {\\n        \\\"PostFinance\\\": 34,\\n        \\\"Raiffeisen\\\": 7,\\n        \\\"True Wealth\\\": 18\\n    },\\n    \\\"transactions_unchanged\\\": true\\n}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_RMWnVL8fLOisVXgO9tNQecOE"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Checking for missing function values**\n\nI need to take note that there’s a missing function value, which probably means the parser didn't detect the values accurately. I should verify the manual queue or dead-letter queue (DQ). Maybe I can use script counts if there are no labels present. It seems like I might also want to check out the dashboard functions to get more clarity on what's going wrong. It's a bit of a puzzle!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Checking for missing function values**\n\nI need to take note that there’s a missing function value, which probably means the parser didn't detect the values accurately. I should verify the manual queue or dead-letter queue (DQ). Maybe I can use script counts if there are no labels present. It seems like I might also want to check out the dashboard functions to get more clarity on what's going wrong. It's a bit of a puzzle!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
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          "id": "rs_0c76e56576ffc0fb016a06e8f570cc819185745d4c60ddd5f1",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking for missing function values**\n\nI need to take note that there’s a missing function value, which probably means the parser didn't detect the values accurately. I should verify the manual queue or dead-letter queue (DQ). Maybe I can use script counts if there are no labels present. It seems like I might also want to check out the dashboard functions to get more clarity on what's going wrong. It's a bit of a puzzle!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_aoipckMYbegpJhi2CT0w9fqC",
          "call_id": "call_aoipckMYbegpJhi2CT0w9fqC",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Echte PostFinance/True Wealth/Raiffeisen Dateien temporär finden und Dry-Runs ausführen\",\"id\":\"b3-3\",\"status\":\"completed\"},{\"content\":\"Review Queue/Data Quality prüfen und produktive Positionen unverändert verifizieren\",\"id\":\"b3-4\",\"status\":\"in_progress\"}]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"b3-1\", \"content\": \"Preflight: Git, Git-Safety, Runtime-Pfade, Remote-Sync, Safe Mode prüfen\", \"status\": \"completed\"}, {\"id\": \"b3-2\", \"content\": \"Runtime-DB Backup erzeugen und verifizieren\", \"status\": \"completed\"}, {\"id\": \"b3-3\", \"content\": \"Echte PostFinance/True Wealth/Raiffeisen Dateien temporär finden und Dry-Runs ausführen\", \"status\": \"completed\"}, {\"id\": \"b3-4\", \"content\": \"Review Queue/Data Quality prüfen und produktive Positionen unverändert verifizieren\", \"status\": \"in_progress\"}, {\"id\": \"b3-5\", \"content\": \"Compile, pytest, Git-Safety, Git Status, optional Commit/Push falls Codeänderungen\", \"status\": \"pending\"}], \"summary\": {\"total\": 5, \"pending\": 1, \"in_progress\": 1, \"completed\": 3, \"cancelled\": 0}}",
      "tool_call_id": "call_aoipckMYbegpJhi2CT0w9fqC"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
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      "tool_calls": [
        {
          "id": "call_tHfLpljFLlmY8jFdbaWFrf1a",
          "call_id": "call_tHfLpljFLlmY8jFdbaWFrf1a",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e8fe96988191aed8a9c2050a8580",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src python - <<'PY'\\nimport json, sqlite3\\nfrom jarvis_finance.config.settings import load_settings\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.dashboard import data\\nsettings=load_settings(); conn=connect(settings.db_path); apply_migrations(conn)\\nmanual_items=data.get_broker_review_items(conn, limit=1000)\\ndq=data.get_data_quality(conn)\\nflag_counts=data.get_review_quality_flag_counts(conn)\\ndry_runs=data.get_broker_dry_runs(conn)\\n# no row labels printed\\nstatus_counts={}\\nsource_counts={}\\nfor row in conn.execute(\\\"SELECT source_platform, review_status, COUNT(*) AS n FROM broker_import_review_items GROUP BY source_platform, review_status\\\").fetchall():\\n    source_counts.setdefault(row['source_platform'], {})[row['review_status']]=row['n']\\nprint(json.dumps({\\n 'manual_review_queue_items_visible': len(manual_items)>0,\\n 'manual_review_queue_item_count': len(manual_items),\\n 'source_status_counts': source_counts,\\n 'data_quality_checks_count': len(dq),\\n 'data_quality_review_flag_counts': flag_counts,\\n 'dry_run_summaries_visible': len(dry_runs)>=3,\\n 'initial_snapshot_commit_action_active': False,\\n 'productive_position_rows': conn.execute('SELECT COUNT(*) AS n FROM positions_snapshot').fetchone()['n'],\\n 'transaction_rows': conn.execute('SELECT COUNT(*) AS n FROM transactions').fetchone()['n'],\\n}, ensure_ascii=False, sort_keys=True))\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"{\\\"data_quality_checks_count\\\": 16, \\\"data_quality_review_flag_counts\\\": [{\\\"open_items\\\": \\\"3\\\", \\\"quality_flag\\\": \\\"cash_snapshot_candidate\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"cost_basis_uncertain\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"missing_isin\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"missing_ticker\\\"}, {\\\"open_items\\\": \\\"55\\\", \\\"quality_flag\\\": \\\"needs_manual_review\\\"}, {\\\"open_items\\\": \\\"52\\\", \\\"quality_flag\\\": \\\"snapshot_only\\\"}], \\\"dry_run_summaries_visible\\\": true, \\\"initial_snapshot_commit_action_active\\\": false, \\\"manual_review_queue_item_count\\\": 59, \\\"manual_review_queue_items_visible\\\": true, \\\"productive_position_rows\\\": 0, \\\"source_status_counts\\\": {\\\"PostFinance\\\": {\\\"open\\\": 34}, \\\"Raiffeisen\\\": {\\\"blocked\\\": 4, \\\"open\\\": 3}, \\\"True Wealth\\\": {\\\"open\\\": 18}}, \\\"transaction_rows\\\": 0}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_tHfLpljFLlmY8jFdbaWFrf1a"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Considering code adjustments**\n\nI’m noticing a bug where the aggregate_only blocked items aren’t being counted because the aggregate_review_quality_flags are only considering open items. The user is asking for DQ aggregate_only to be visible, but it won’t be visible because of the block. I believe I need a patch function that includes both open and blocked items. So, a code change is required, and I’ll need to run tests after implementing that patch!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering code adjustments**\n\nI’m noticing a bug where the aggregate_only blocked items aren’t being counted because the aggregate_review_quality_flags are only considering open items. The user is asking for DQ aggregate_only to be visible, but it won’t be visible because of the block. I believe I need a patch function that includes both open and blocked items. So, a code change is required, and I’ll need to run tests after implementing that patch!",
      "codex_reasoning_items": [
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering code adjustments**\n\nI’m noticing a bug where the aggregate_only blocked items aren’t being counted because the aggregate_review_quality_flags are only considering open items. The user is asking for DQ aggregate_only to be visible, but it won’t be visible because of the block. I believe I need a patch function that includes both open and blocked items. So, a code change is required, and I’ll need to run tests after implementing that patch!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_qIralLdHsasHF0mOI398OIdH",
          "call_id": "call_qIralLdHsasHF0mOI398OIdH",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e90d1ab8819198038a6304df23a6",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py\",\"old_string\":\"    for row in conn.execute(\\\"SELECT quality_flags_json FROM broker_import_review_items WHERE review_status='open'\\\").fetchall():\\n\",\"new_string\":\"    for row in conn.execute(\\\"SELECT quality_flags_json FROM broker_import_review_items WHERE review_status IN ('open','blocked')\\\").fetchall():\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py\\n@@ -342,7 +342,7 @@\\n \\n def aggregate_review_quality_flags(conn: Connection) -> dict[str, int]:\\n     flags: Counter[str] = Counter()\\n-    for row in conn.execute(\\\"SELECT quality_flags_json FROM broker_import_review_items WHERE review_status='open'\\\").fetchall():\\n+    for row in conn.execute(\\\"SELECT quality_flags_json FROM broker_import_review_items WHERE review_status IN ('open','blocked')\\\").fetchall():\\n         try:\\n             for flag in json.loads(row[\\\"quality_flags_json\\\"] or \\\"[]\\\"):\\n                 flags[str(flag)] += 1\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py was modified by sibling subagent '20260515_102855_64f760' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_qIralLdHsasHF0mOI398OIdH"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_5VF6hDTgY7Kpv80DnMcvsasC",
          "call_id": "call_5VF6hDTgY7Kpv80DnMcvsasC",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e911578881918e000c7fee598004",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    assert dq[\\\"Review Flag: missing_isin\\\"] == \\\"1\\\"\\n    assert dq[\\\"Review Flag: missing_fx\\\"] == \\\"1\\\"\\n\\n\\ndef test_data_quality_includes_blocked_aggregate_only_review_flags(tmp_path: Path) -> None:\\n    path = tmp_path / \\\"synthetic_raiffeisen.xlsx\\\"\\n    _xlsx(path, [[\\\"Label\\\", \\\"Typ\\\", \\\"Währung\\\"], [\\\"Depot Anlagen gesamt\\\", \\\"Anlage\\\", \\\"CHF\\\"]])\\n    c = conn()\\n    run_broker_import_dry_run(c, parse_raiffeisen_xlsx(path), source_filename=path.name)\\n    dq = {r[\\\"check\\\"]: r[\\\"count\\\"] for r in dashboard_data.get_data_quality(c)}\\n    assert dq[\\\"Review Flag: aggregate_only\\\"] == \\\"1\\\"\\n    assert dq[\\\"Review Flag: missing_instrument_details\\\"] == \\\"1\\\"\\n\\n\\ndef test_safe_mode_default_read_only_and_commit_disabled() -> None:\\n\",\"old_string\":\"    assert dq[\\\"Review Flag: missing_isin\\\"] == \\\"1\\\"\\n    assert dq[\\\"Review Flag: missing_fx\\\"] == \\\"1\\\"\\n\\n\\ndef test_safe_mode_default_read_only_and_commit_disabled() -> None:\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py\\n@@ -130,6 +130,16 @@\\n     assert dq[\\\"Review Flag: missing_fx\\\"] == \\\"1\\\"\\n \\n \\n+def test_data_quality_includes_blocked_aggregate_only_review_flags(tmp_path: Path) -> None:\\n+    path = tmp_path / \\\"synthetic_raiffeisen.xlsx\\\"\\n+    _xlsx(path, [[\\\"Label\\\", \\\"Typ\\\", \\\"Währung\\\"], [\\\"Depot Anlagen gesamt\\\", \\\"Anlage\\\", \\\"CHF\\\"]])\\n+    c = conn()\\n+    run_broker_import_dry_run(c, parse_raiffeisen_xlsx(path), source_filename=path.name)\\n+    dq = {r[\\\"check\\\"]: r[\\\"count\\\"] for r in dashboard_data.get_data_quality(c)}\\n+    assert dq[\\\"Review Flag: aggregate_only\\\"] == \\\"1\\\"\\n+    assert dq[\\\"Review Flag: missing_instrument_details\\\"] == \\\"1\\\"\\n+\\n+\\n def test_safe_mode_default_read_only_and_commit_disabled() -> None:\\n     c = conn()\\n     status = dashboard_data.get_safe_mode_status(c)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_parser_dry_run_pipeline.py was modified by sibling subagent '20260515_104455_1e842f' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
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    {
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      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_6yFTAfkNnjuCV8H27sguDRj6",
          "call_id": "call_6yFTAfkNnjuCV8H27sguDRj6",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e91bc94881919c95b2b61271b1a9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nPYTHONPATH=src pytest tests/unit/test_broker_parser_dry_run_pipeline.py -q\\nPYTHONPATH=src python - <<'PY'\\nimport json\\nfrom jarvis_finance.config.settings import load_settings\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.dashboard import data\\nconn=connect(load_settings().db_path); apply_migrations(conn)\\nprint(json.dumps({'data_quality_review_flag_counts': data.get_review_quality_flag_counts(conn)}, sort_keys=True))\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"...........                                                              [100%]\\n11 passed in 0.11s\\n{\\\"data_quality_review_flag_counts\\\": [{\\\"open_items\\\": \\\"4\\\", \\\"quality_flag\\\": \\\"aggregate_only\\\"}, {\\\"open_items\\\": \\\"3\\\", \\\"quality_flag\\\": \\\"cash_snapshot_candidate\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"cost_basis_uncertain\\\"}, {\\\"open_items\\\": \\\"4\\\", \\\"quality_flag\\\": \\\"missing_instrument_details\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"missing_isin\\\"}, {\\\"open_items\\\": \\\"50\\\", \\\"quality_flag\\\": \\\"missing_ticker\\\"}, {\\\"open_items\\\": \\\"59\\\", \\\"quality_flag\\\": \\\"needs_manual_review\\\"}, {\\\"open_items\\\": \\\"52\\\", \\\"quality_flag\\\": \\\"snapshot_only\\\"}]}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_6yFTAfkNnjuCV8H27sguDRj6"
    },
    {
      "role": "assistant",
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      "content": "{\"output\": \"[main 4e808ed] fix: include blocked broker review flags in data quality\\n 2 files changed, 11 insertions(+), 1 deletion(-)\\n........................................................................ [ 49%]\\n........................................................................ [ 99%]\\n.                                                                        [100%]\\n145 passed in 4.06s\\nGIT_SAFETY_OK\\n## main...origin/main [voraus 1]\", \"exit_code\": 0, \"error\": null}",
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      "content": "Erledigt, Sir. Phase B3 ist kontrolliert abgeschlossen.\n\n## Gesamtstatus\n\n- Phase B3: **erfolgreich durchgeführt**\n- Produktiver Initial Snapshot: **nein**\n- Produktive Aktien-/ETF-Positionen geschrieben: **nein**\n- Produktive Cash-Snapshots geschrieben: **nein**\n- Ledger-Transaktionen aus Brokerdateien geschrieben: **nein**\n- Echte Dateien ins Git kopiert: **nein**\n- Echte Werte/Mengen/Kontostände im Chat: **nein**\n- Runtime Review Items erzeugt: **ja**\n- Code geändert: **ja**, kleiner Fix für Data Quality Center\n- Commit: `4e808ed`\n- Push Status: **erfolgreich**\n- Remote HEAD: `4e808ed`\n- Git Status: **clean**, `main...origin/main`\n- Tests: `145 passed`\n- Git-Safety nach Abschluss: `GIT_SAFETY_OK`\n\n## Preflight\n\nGeprüft:\n\n- Git Status clean: **ja**\n- Remote HEAD synchron: **ja**\n- Git-Safety vorab: **OK**\n- Runtime-DB außerhalb Repo: **ja**\n- Backup-/Reports-/Imports-Ordner außerhalb Repo: **ja**\n- echte Broker-/Bank-Dateien im Repo: **0**\n- Safe Mode / Read-only für produktive Imports: **aktiv**\n- produktive Commit-Aktionen im UI: **weiterhin deaktiviert**\n\n## Backup\n\nVor dem Real-File Dry Run ausgeführt:\n\n- Runtime-DB Backup erzeugt: **ja**\n- Backup verifiziert: **ja**\n- Checksum OK: **ja**\n- Speicherort: **Runtime-Backup-Ordner**\n- Sensitive Pfade/Dateinamen: **nicht ausgegeben**\n\n## Real-File Dry Runs\n\nDie echten Dateien wurden nur temporär gelesen und nicht ins Repo kopiert. Temporärer Verarbeitungskontext wurde bereinigt.\n\n### PostFinance Dry Run\n\n- rows_total: `40`\n- candidate_positions: `33`\n- candidate_cash_rows: `1`\n- mapped_positions: `0`\n- blocked_positions: `33`\n- review_items_created: `34`\n- warnings_count: `167`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `missing_isin`: `33`\n- `missing_ticker`: `33`\n- `snapshot_only`: `34`\n- `cost_basis_uncertain`: `33`\n- `needs_manual_review`: `34`\n\nBewertung:\n\n- Parser hat Positions- und Cash-Kandidaten erkannt.\n- Keine produktiven Positionen geschrieben.\n- Name-only / fehlende ISIN/Ticker bleiben korrekt review-pflichtig.\n\n### True Wealth Dry Run\n\n- rows_total: `19`\n- candidate_positions: `17`\n- candidate_cash_rows: `1`\n- mapped_positions: `0`\n- blocked_positions: `17`\n- review_items_created: `18`\n- warnings_count: `87`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `missing_isin`: `17`\n- `missing_ticker`: `17`\n- `snapshot_only`: `18`\n- `cost_basis_uncertain`: `17`\n- `needs_manual_review`: `18`\n\nBewertung:\n\n- Parser hat ETF-/positionsähnliche Zeilen und Cash-/Kontozeilen erkannt.\n- Aktuell keine ISIN/Ticker-Autoerkennung aus der echten Struktur.\n- True Wealth wird dadurch korrekt in die Review Queue gelenkt, statt still importiert zu werden.\n- `missing_fx` trat in diesem Lauf nicht auf.\n\n### Raiffeisen Dry Run\n\n- rows_total: `8`\n- candidate_positions: `4`\n- candidate_cash_rows: `3`\n- mapped_positions: `0`\n- blocked_positions: `4`\n- review_items_created: `7`\n- warnings_count: `18`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `cash_snapshot_candidate`: `3`\n- `aggregate_only`: `4`\n- `missing_instrument_details`: `4`\n- `needs_manual_review`: `7`\n\nBewertung:\n\n- Raiffeisen wurde defensiv verarbeitet.\n- Cash-/Kontrollsnapshot-Kandidaten wurden erkannt.\n- Aggregierte Anlage-/Depotzeilen wurden **nicht** als Instrumentpositionen importiert.\n- Aggregate-only Items wurden blockiert/review-pflichtig gespeichert. Sehr unaufgeregt. So soll es sein.\n\n## Review Items\n\nNeue Runtime Review Items aus Phase B3:\n\n- PostFinance: `34`\n- True Wealth: `18`\n- Raiffeisen: `7`\n- Total: `59`\n\nStatusverteilung:\n\n- PostFinance:\n  - open: `34`\n- True Wealth:\n  - open: `18`\n- Raiffeisen:\n  - open: `3`\n  - blocked: `4`\n\nRegeln erfüllt:\n\n- jeder Review Item hat `dry_run_id`\n- source platform vorhanden\n- row hash vorhanden\n- detected fields vorhanden\n- quality flags vorhanden\n- status `open` oder `blocked`\n- alte Dry Runs wurden nicht überschrieben\n- Details liegen nur in der Runtime-DB\n\n## Manual Review Queue\n\nGeprüft:\n\n- Review Items sichtbar: **ja**\n- Quelle sichtbar: **ja**\n- Status sichtbar: **ja**\n- Quality Flags sichtbar: **ja**\n- produktive Initial-Snapshot-Commit-Aktion aktiv: **nein**\n- Mapping-Aktionen bleiben kontrolliert/deaktiviert vorbereitet: **ja**\n\n## Data Quality Center\n\nGeprüft:\n\n- Review Flags werden aggregiert: **ja**\n- `missing_isin` sichtbar: **ja**\n- `missing_ticker` sichtbar: **ja**\n- `snapshot_only` sichtbar: **ja**\n- `cost_basis_uncertain` sichtbar: **ja**\n- `aggregate_only` sichtbar: **ja**\n- `missing_instrument_details` sichtbar: **ja**\n- `cash_snapshot_candidate` sichtbar: **ja**\n- `missing_fx`: in diesem Lauf **nicht vorhanden**\n- stale/missing price alerts weiterhin integriert: **ja**\n- resolved/fixed alerts weiterhin integriert: **ja**\n- produktive Positionswerte angezeigt: **nein**\n\nDabei wurde ein kleiner Code-Fix nötig:\n\n- Vorher wurden im Data Quality Center nur `open` Review Items für Quality Flags aggregiert.\n- Raiffeisen `aggregate_only` Items sind absichtlich `blocked`.\n- Fix: Data Quality aggregiert nun `open` **und** `blocked` Review Items.\n- Test ergänzt.\n\nCommit:\n\n- `4e808ed` — `fix: include blocked broker review flags in data quality`\n\n## Produktive DB-Positionen unverändert\n\nVerifiziert:\n\n- `positions_snapshot`: unverändert\n- `transactions`: unverändert\n- Cash-Ledger: unverändert / nicht produktiv beschrieben\n- Broker Dry Runs: neu erzeugt\n- Broker Review Items: neu erzeugt\n\nHeißt: Die Dry-Run-Pipeline hat Review-/Quality-Daten erzeugt, aber keine produktive Portfolio-Wahrheit verändert.\n\n## Tests / Safety\n\nNach Abschluss ausgeführt:\n\n- Compile: **OK**\n- pytest: `145 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: clean\n- Push: erfolgreich\n\n## Neue/geänderte Dateien\n\nGeändert:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `tests/unit/test_broker_parser_dry_run_pipeline.py`\n\nKeine echten Broker-/Bank-Dateien wurden committed.\n\n## Nächste Empfehlung\n\nPhase B4 sollte jetzt **Review Queue Hardening** sein, noch immer ohne produktiven Import:\n\n1. Review Items pro Dry Run filterbar machen.\n2. Dry Run archivieren/verwerfen vorbereiten.\n3. Source-spezifische Review-Ansichten:\n   - PostFinance\n   - True Wealth\n   - Raiffeisen\n4. Manuelle Ergänzung von:\n   - ISIN\n   - Ticker\n   - Exchange\n   - Account Mapping\n5. Jede Review-Aktion mit Audit-Log.\n6. Noch kein Initial Snapshot Commit.\n7. Danach erst kontrollierter, explizit freigegebener Import einer kleinen reviewed Safe Subset Position.\n\nKurz: Die echten Dateien sind jetzt trocken durch den Apparat gelaufen. Nichts Wertvolles wurde verschüttet, nichts Reales ins Git getragen, und die Review Queue hat endlich echte Arbeit vor sich.",
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Phase B3 ist kontrolliert abgeschlossen.\n\n## Gesamtstatus\n\n- Phase B3: **erfolgreich durchgeführt**\n- Produktiver Initial Snapshot: **nein**\n- Produktive Aktien-/ETF-Positionen geschrieben: **nein**\n- Produktive Cash-Snapshots geschrieben: **nein**\n- Ledger-Transaktionen aus Brokerdateien geschrieben: **nein**\n- Echte Dateien ins Git kopiert: **nein**\n- Echte Werte/Mengen/Kontostände im Chat: **nein**\n- Runtime Review Items erzeugt: **ja**\n- Code geändert: **ja**, kleiner Fix für Data Quality Center\n- Commit: `4e808ed`\n- Push Status: **erfolgreich**\n- Remote HEAD: `4e808ed`\n- Git Status: **clean**, `main...origin/main`\n- Tests: `145 passed`\n- Git-Safety nach Abschluss: `GIT_SAFETY_OK`\n\n## Preflight\n\nGeprüft:\n\n- Git Status clean: **ja**\n- Remote HEAD synchron: **ja**\n- Git-Safety vorab: **OK**\n- Runtime-DB außerhalb Repo: **ja**\n- Backup-/Reports-/Imports-Ordner außerhalb Repo: **ja**\n- echte Broker-/Bank-Dateien im Repo: **0**\n- Safe Mode / Read-only für produktive Imports: **aktiv**\n- produktive Commit-Aktionen im UI: **weiterhin deaktiviert**\n\n## Backup\n\nVor dem Real-File Dry Run ausgeführt:\n\n- Runtime-DB Backup erzeugt: **ja**\n- Backup verifiziert: **ja**\n- Checksum OK: **ja**\n- Speicherort: **Runtime-Backup-Ordner**\n- Sensitive Pfade/Dateinamen: **nicht ausgegeben**\n\n## Real-File Dry Runs\n\nDie echten Dateien wurden nur temporär gelesen und nicht ins Repo kopiert. Temporärer Verarbeitungskontext wurde bereinigt.\n\n### PostFinance Dry Run\n\n- rows_total: `40`\n- candidate_positions: `33`\n- candidate_cash_rows: `1`\n- mapped_positions: `0`\n- blocked_positions: `33`\n- review_items_created: `34`\n- warnings_count: `167`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `missing_isin`: `33`\n- `missing_ticker`: `33`\n- `snapshot_only`: `34`\n- `cost_basis_uncertain`: `33`\n- `needs_manual_review`: `34`\n\nBewertung:\n\n- Parser hat Positions- und Cash-Kandidaten erkannt.\n- Keine produktiven Positionen geschrieben.\n- Name-only / fehlende ISIN/Ticker bleiben korrekt review-pflichtig.\n\n### True Wealth Dry Run\n\n- rows_total: `19`\n- candidate_positions: `17`\n- candidate_cash_rows: `1`\n- mapped_positions: `0`\n- blocked_positions: `17`\n- review_items_created: `18`\n- warnings_count: `87`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `missing_isin`: `17`\n- `missing_ticker`: `17`\n- `snapshot_only`: `18`\n- `cost_basis_uncertain`: `17`\n- `needs_manual_review`: `18`\n\nBewertung:\n\n- Parser hat ETF-/positionsähnliche Zeilen und Cash-/Kontozeilen erkannt.\n- Aktuell keine ISIN/Ticker-Autoerkennung aus der echten Struktur.\n- True Wealth wird dadurch korrekt in die Review Queue gelenkt, statt still importiert zu werden.\n- `missing_fx` trat in diesem Lauf nicht auf.\n\n### Raiffeisen Dry Run\n\n- rows_total: `8`\n- candidate_positions: `4`\n- candidate_cash_rows: `3`\n- mapped_positions: `0`\n- blocked_positions: `4`\n- review_items_created: `7`\n- warnings_count: `18`\n- errors_count: `0`\n- snapshot_date_status: `missing`\n\nQuality Flags:\n\n- `cash_snapshot_candidate`: `3`\n- `aggregate_only`: `4`\n- `missing_instrument_details`: `4`\n- `needs_manual_review`: `7`\n\nBewertung:\n\n- Raiffeisen wurde defensiv verarbeitet.\n- Cash-/Kontrollsnapshot-Kandidaten wurden erkannt.\n- Aggregierte Anlage-/Depotzeilen wurden **nicht** als Instrumentpositionen importiert.\n- Aggregate-only Items wurden blockiert/review-pflichtig gespeichert. Sehr unaufgeregt. So soll es sein.\n\n## Review Items\n\nNeue Runtime Review Items aus Phase B3:\n\n- PostFinance: `34`\n- True Wealth: `18`\n- Raiffeisen: `7`\n- Total: `59`\n\nStatusverteilung:\n\n- PostFinance:\n  - open: `34`\n- True Wealth:\n  - open: `18`\n- Raiffeisen:\n  - open: `3`\n  - blocked: `4`\n\nRegeln erfüllt:\n\n- jeder Review Item hat `dry_run_id`\n- source platform vorhanden\n- row hash vorhanden\n- detected fields vorhanden\n- quality flags vorhanden\n- status `open` oder `blocked`\n- alte Dry Runs wurden nicht überschrieben\n- Details liegen nur in der Runtime-DB\n\n## Manual Review Queue\n\nGeprüft:\n\n- Review Items sichtbar: **ja**\n- Quelle sichtbar: **ja**\n- Status sichtbar: **ja**\n- Quality Flags sichtbar: **ja**\n- produktive Initial-Snapshot-Commit-Aktion aktiv: **nein**\n- Mapping-Aktionen bleiben kontrolliert/deaktiviert vorbereitet: **ja**\n\n## Data Quality Center\n\nGeprüft:\n\n- Review Flags werden aggregiert: **ja**\n- `missing_isin` sichtbar: **ja**\n- `missing_ticker` sichtbar: **ja**\n- `snapshot_only` sichtbar: **ja**\n- `cost_basis_uncertain` sichtbar: **ja**\n- `aggregate_only` sichtbar: **ja**\n- `missing_instrument_details` sichtbar: **ja**\n- `cash_snapshot_candidate` sichtbar: **ja**\n- `missing_fx`: in diesem Lauf **nicht vorhanden**\n- stale/missing price alerts weiterhin integriert: **ja**\n- resolved/fixed alerts weiterhin integriert: **ja**\n- produktive Positionswerte angezeigt: **nein**\n\nDabei wurde ein kleiner Code-Fix nötig:\n\n- Vorher wurden im Data Quality Center nur `open` Review Items für Quality Flags aggregiert.\n- Raiffeisen `aggregate_only` Items sind absichtlich `blocked`.\n- Fix: Data Quality aggregiert nun `open` **und** `blocked` Review Items.\n- Test ergänzt.\n\nCommit:\n\n- `4e808ed` — `fix: include blocked broker review flags in data quality`\n\n## Produktive DB-Positionen unverändert\n\nVerifiziert:\n\n- `positions_snapshot`: unverändert\n- `transactions`: unverändert\n- Cash-Ledger: unverändert / nicht produktiv beschrieben\n- Broker Dry Runs: neu erzeugt\n- Broker Review Items: neu erzeugt\n\nHeißt: Die Dry-Run-Pipeline hat Review-/Quality-Daten erzeugt, aber keine produktive Portfolio-Wahrheit verändert.\n\n## Tests / Safety\n\nNach Abschluss ausgeführt:\n\n- Compile: **OK**\n- pytest: `145 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: clean\n- Push: erfolgreich\n\n## Neue/geänderte Dateien\n\nGeändert:\n\n- `src/jarvis_finance/imports/broker_mapping.py`\n- `tests/unit/test_broker_parser_dry_run_pipeline.py`\n\nKeine echten Broker-/Bank-Dateien wurden committed.\n\n## Nächste Empfehlung\n\nPhase B4 sollte jetzt **Review Queue Hardening** sein, noch immer ohne produktiven Import:\n\n1. Review Items pro Dry Run filterbar machen.\n2. Dry Run archivieren/verwerfen vorbereiten.\n3. Source-spezifische Review-Ansichten:\n   - PostFinance\n   - True Wealth\n   - Raiffeisen\n4. Manuelle Ergänzung von:\n   - ISIN\n   - Ticker\n   - Exchange\n   - Account Mapping\n5. Jede Review-Aktion mit Audit-Log.\n6. Noch kein Initial Snapshot Commit.\n7. Danach erst kontrollierter, explizit freigegebener Import einer kleinen reviewed Safe Subset Position.\n\nKurz: Die echten Dateien sind jetzt trocken durch den Apparat gelaufen. Nichts Wertvolles wurde verschüttet, nichts Reales ins Git getragen, und die Review Queue hat endlich echte Arbeit vor sich."
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Update the relevant skill(s) to embed the preference so the next session starts already knowing.\n  • User corrected your workflow, approach, or sequence of steps. Encode the correction as a pitfall or explicit step in the skill that governs that class of task.\n  • Non-trivial technique, fix, workaround, debugging path, or tool-usage pattern emerged that a future session would benefit from. Capture it.\n  • A skill that got loaded or consulted this session turned out to be wrong, missing a step, or outdated. Patch it NOW.\n\nPreference order — prefer the earliest action that fits, but do pick one when a signal above fired:\n  1. UPDATE A CURRENTLY-LOADED SKILL. Look back through the conversation for skills the user loaded via /skill-name or you read via skill_view. If any of them covers the territory of the new learning, PATCH that one first. It is the skill that was in play, so it's the right one to extend.\n  2. UPDATE AN EXISTING UMBRELLA (via skills_list + skill_view). If no loaded skill fits but an existing class-level skill does, patch it. Add a subsection, a pitfall, or broaden a trigger.\n  3. ADD A SUPPORT FILE under an existing umbrella. Skills can be packaged with three kinds of support files — use the right directory per kind:\n     • `references/<topic>.md` — session-specific detail (error transcripts, reproduction recipes, provider quirks) AND condensed knowledge banks: quoted research, API docs, external authoritative excerpts, or domain notes you found while working on the problem. Write it concise and for the value of the task, not as a full mirror of upstream docs.\n     • `templates/<name>.<ext>` — starter files meant to be copied and modified (boilerplate configs, scaffolding, a known-good example the agent can `reproduce with modifications`).\n     • `scripts/<name>.<ext>` — statically re-runnable actions the skill can invoke directly (verification scripts, fixture generators, deterministic probes, anything the agent should run rather than hand-type each time).\n     Add support files via skill_manage action=write_file with file_path starting 'references/', 'templates/', or 'scripts/'. The umbrella's SKILL.md should gain a one-line pointer to any new support file so future agents know it exists.\n  4. CREATE A NEW CLASS-LEVEL UMBRELLA SKILL when no existing skill covers the class. The name MUST be at the class level. The name MUST NOT be a specific PR number, error string, feature codename, library-alone name, or 'fix-X / debug-Y / audit-Z-today' session artifact. If the proposed name only makes sense for today's task, it's wrong — fall back to (1), (2), or (3).\n\nUser-preference embedding (important): when the user expressed a style/format/workflow preference, the update belongs in the SKILL.md body, not just in memory. Memory captures 'who the user is and what the current situation and state of your operations are'; skills capture 'how to do this class of task for this user'. When they complain about how you handled a task, the skill that governs that task needs to carry the lesson.\n\nIf you notice two existing skills that overlap, note it in your reply — the background curator handles consolidation at scale.\n\nDo NOT capture (these become persistent self-imposed constraints that bite you later when the environment changes):\n  • Environment-dependent failures: missing binaries, fresh-install errors, post-migration path mismatches, 'command not found', unconfigured credentials, uninstalled packages. The user can fix these — they are not durable rules.\n  • Negative claims about tools or features ('browser tools do not work', 'X tool is broken', 'cannot use Y from execute_code'). These harden into refusals the agent cites against itself for months after the actual problem was fixed.\n  • Session-specific transient errors that resolved before the conversation ended. If retrying worked, the lesson is the retry pattern, not the original failure.\n  • One-off task narratives. A user asking 'summarize today's market' or 'analyze this PR' is not a class of work that warrants a skill.\n\nIf a tool failed because of setup state, capture the FIX (install command, config step, env var to set) under an existing setup or troubleshooting skill — never 'this tool does not work' as a standalone constraint.\n\n'Nothing to save.' is a real option but should NOT be the default. If the session ran smoothly with no corrections and produced no new technique, just say 'Nothing to save.' and stop. Otherwise, act."
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          "response_item_id": "fc_0c76e56576ffc0fb016a06e99e27f8819194df6e59942bd21a",
          "type": "function",
          "function": {
            "name": "skill_manage",
            "arguments": "{\"action\":\"patch\",\"name\":\"finance-system-architecture\",\"new_string\":\"- 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\",\"old_string\":\"- Designing Git-safety scans that block source package names like `src/.../imports` or `src/.../reports`; block top-level runtime/data directories instead.\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_manage",
      "content": "{\"success\": true, \"message\": \"Patched SKILL.md in skill 'finance-system-architecture' (1 replacement).\"}",
      "tool_call_id": "call_EUN0mO4LNXvIYnHDYM4z7vKO"
    },
    {
      "role": "assistant",
      "content": "Updated the skill library.\n\nChanges made to `finance-system-architecture`:\n\n- Added new reference file:\n  - `references/controlled-real-broker-dry-run.md`\n- Patched `SKILL.md` to point to the new Phase B3 real-file dry-run reference.\n- Extended broker/bank import rules with:\n  - preflight\n  - verified runtime backup\n  - temp-only real-file handling\n  - aggregate-only reporting\n  - runtime-only review items\n  - verification that productive positions/ledger rows stay unchanged\n- Added pitfall:\n  - Data Quality Center must aggregate review flags for both `open` and `blocked` review items, so Raiffeisen `aggregate_only` / `missing_instrument_details` issues do not disappear.\n\nNo new narrow one-off skill was created; this was folded into the existing class-level finance architecture skill.",
      "reasoning": null,
      "finish_reason": "stop",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Updated the skill library.\n\nChanges made to `finance-system-architecture`:\n\n- Added new reference file:\n  - `references/controlled-real-broker-dry-run.md`\n- Patched `SKILL.md` to point to the new Phase B3 real-file dry-run reference.\n- Extended broker/bank import rules with:\n  - preflight\n  - verified runtime backup\n  - temp-only real-file handling\n  - aggregate-only reporting\n  - runtime-only review items\n  - verification that productive positions/ledger rows stay unchanged\n- Added pitfall:\n  - Data Quality Center must aggregate review flags for both `open` and `blocked` review items, so Raiffeisen `aggregate_only` / `missing_instrument_details` issues do not disappear.\n\nNo new narrow one-off skill was created; this was folded into the existing class-level finance architecture skill."
            }
          ],
          "id": "msg_0c76e56576ffc0fb016a06e9a43a9c8191b0e255b5565bba96",
          "phase": "final_answer"
        }
      ]
    }
  ]
}