{
  "session_id": "20260515_112514_f4f3e6",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-15T11:25:14.993507",
  "last_updated": "2026-05-15T11:26:53.992323",
  "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 11:25 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.",
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              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
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            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
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              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
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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": "**Figuring out database migration**\n\nI need to commit and push, but first, there's a potential migration issue to resolve. The existing database is at version 3, but version 2 is missing. For the existing database with version 2, it applies create and records 3. A fresh database would only have records 1 and 3, which seems odd since the current schema version should be 3. I guess I’ll go ahead with the commit and push, using a token.",
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      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\ngit add docs/fi...` -> exit 0, 1 lines output",
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      "content": "{\"output\": \"REMOTE_BEFORE=1e2ca9b\\nLOCAL_HEAD=41f11d2\\nPUSH=success\\nREMOTE_AFTER=41f11d2\\nGIT_SAFETY_OK\\n## main...origin/main\", \"exit_code\": 0, \"error\": null}",
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    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_tkaTRQ0FB7sm6aRDiabfsFdW"
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    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n## Status Push / Repo\n\n- Remote HEAD: `41f11d2`\n- Branch: `main`\n- Git Status: sauber, `main...origin/main`\n- Force-Push: nein\n- Remote wurde vor Push geprüft; keine neuen Remote-Commits überschrieben.\n\n## Schritt 1–3 abgeschlossen\n\n### 1. Zwei alte lokale Commits gepusht\n\n- `1b5028d` — Crypto Price Refresh Hardening\n- `943c424` — Equity/ETF Management UI\n\nDanach weitergebaut.\n\n### 2. Crypto Alert Lifecycle\n\nImplementiert und gepusht:\n\n- Auto-Resolve für fixed stale/missing price alerts\n- `finance check-data-quality`\n- Optionen:\n  - `--scope crypto`\n  - `--resolve-fixed`\n  - `--dry-run`\n- Tests ergänzt für Alert-Lifecycle/Dedupe\n- Produktiver Recheck aggregiert durchgeführt, ohne Preise/Mengen/Werte im Chat\n\nCommit:\n\n- `75e3a3a` — Alert Lifecycle / Data Quality Recheck\n\n### 3. Minimal Backup / Restore\n\nImplementiert und gepusht:\n\n- `finance backup-runtime-db`\n- `finance restore-runtime-db --from <backup-file> --yes`\n- `finance verify-backup --file <backup-file>`\n- Backup ausschließlich außerhalb Git im Runtime-Backups-Ordner\n- Timestamp-Dateiname\n- SHA256-Checksum\n- Restore nur mit expliziter Bestätigung / `--yes`\n- Git-Safety blockiert Backup-Dateien im Repo\n\nProduktiver Backup-Test:\n\n- Backup erzeugt: ja\n- Backup verifiziert: ja\n- Checksum OK: ja\n- Speicherort: externer Runtime-Ordner, nicht Git\n\nCommit:\n\n- `1e2ca9b` — Runtime DB Backup/Restore\n\nTests:\n\n- `122 passed`\n\nGit-Safety:\n\n- OK\n\n## Schritt 4: Broker-/Bank-Dateien strukturell gemappt\n\nKeine produktive DB-Änderung. Keine echten Werte/Mengen im Chat. Dateien wurden nur im externen Runtime-Bereich analysiert, nicht ins Repo gelegt.\n\nDokument erstellt:\n\n- `docs/broker-bank-mapping-plan.md`\n\nZusätzlich vorbereitet:\n\n- Schema-Fundament für Mapping/Dry-Runs:\n  - `instrument_mappings`\n  - `platform_account_mappings`\n  - `broker_import_dry_runs`\n\nCommit:\n\n- `41f11d2` — Broker/Bank Mapping + Backlog\n\n### PostFinance\n\n- Dateityp: DOCX\n- Struktur:\n  - mehrere Tabellen\n  - Cash-/Account-Zusammenfassungen\n  - Positionstabelle vorhanden\n- Felder strukturell vorhanden:\n  - Produkt/Name\n  - Anzahl/Menge\n  - Währung\n  - Markt-/Totalwert\n  - Einstand-/Kostenfeld als Legacy-/Kontrollinfo\n  - Cash-/Kontobereiche\n- Nicht klar erkannt:\n  - ISIN\n  - Exchange\n  - eindeutige Ticker-Metadaten\n  - Gebühren/Steuern\n  - sauberer Stichtag in Tabellenstruktur\n- Quality Flags:\n  - `missing_isin`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `market_value_legacy`\n  - `needs_manual_review`\n\n### True Wealth\n\n- Dateityp: DOCX\n- Struktur:\n  - eine gemischte Tabelle mit Cash-/Konto- und positionsähnlichen Zeilen\n- Felder strukturell vorhanden:\n  - Cash/Balances\n  - Account-/Portfolio-Kontext\n  - Währung\n  - Mengen-/Anteilsinformationen\n  - datumähnliche Struktur\n- Nicht klar erkannt:\n  - ISIN\n  - Ticker\n  - Cost Basis\n  - Gebühren/Steuern\n  - sauber trennbare Market-Value-Felder\n- Quality Flags:\n  - `missing_isin`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `missing_fx` falls Fremdwährung ohne FX\n  - `needs_manual_review`\n\n### Raiffeisen\n\n- Dateityp: XLSX\n- Struktur:\n  - ein Sheet\n  - kompakte Konto-/Anlagenübersicht\n- Felder strukturell vorhanden:\n  - Konto-/Plattformlabels\n  - Cash-/Account-Zeilen\n  - aggregierte Depot-/Anlagezeilen\n- Nicht klar erkannt:\n  - ISIN\n  - Ticker\n  - Mengen\n  - detaillierte Instrumentpositionen\n  - Cost Basis\n  - Gebühren/Steuern\n- Nutzungsempfehlung:\n  - vorerst Cash-/Account-/Kontrollsnapshot\n  - kein produktiver Instrumentimport aus dieser Datei ohne detaillierteren Export\n\n## Schritt 5: Backlog / UX-Konzept erweitert\n\nAktualisiert:\n\n- `docs/finance-backlog.md`\n\nErgänzt:\n\n- Visual Analytics Layer\n  - Treemap/Heatmap\n  - Allocation Charts\n  - Contribution Analysis\n  - Currency Exposure\n  - Performance Waterfall\n- Risk & Correlation Tools\n- Benchmark / Backtesting\n- Projection / Monte Carlo als Simulation, nicht Prognose\n- Scenario Stress Tests\n- Watchlist & Decision Journal inkl. Obsidian Export\n- Local LLM Integration — nur Zusammenfassung/Entwurf, keine finale Buchhaltung\n- Schweizer Income-/Tax-Kontrollmodul\n- Command Center UX\n- Safe Mode / Read-only Mode\n- Data Quality Center\n- Manual Review Queue\n- Import Wizard\n- Eye Health / Low-Strain Mode\n\n## Final Verification\n\nNach den letzten Änderungen:\n\n- Compile: OK\n- Tests: `123 passed`\n- Git-Safety: OK\n- Git Status: sauber\n- Remote HEAD: `41f11d2`\n\nKeine echten Aktien-/ETF-Daten importiert. Keine produktive DB-Änderung für Broker/Bank-Daten. Keine echten Werte/Mengen im Chat.",
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              "text": "Erledigt, Sir.\n\n## Status Push / Repo\n\n- Remote HEAD: `41f11d2`\n- Branch: `main`\n- Git Status: sauber, `main...origin/main`\n- Force-Push: nein\n- Remote wurde vor Push geprüft; keine neuen Remote-Commits überschrieben.\n\n## Schritt 1–3 abgeschlossen\n\n### 1. Zwei alte lokale Commits gepusht\n\n- `1b5028d` — Crypto Price Refresh Hardening\n- `943c424` — Equity/ETF Management UI\n\nDanach weitergebaut.\n\n### 2. Crypto Alert Lifecycle\n\nImplementiert und gepusht:\n\n- Auto-Resolve für fixed stale/missing price alerts\n- `finance check-data-quality`\n- Optionen:\n  - `--scope crypto`\n  - `--resolve-fixed`\n  - `--dry-run`\n- Tests ergänzt für Alert-Lifecycle/Dedupe\n- Produktiver Recheck aggregiert durchgeführt, ohne Preise/Mengen/Werte im Chat\n\nCommit:\n\n- `75e3a3a` — Alert Lifecycle / Data Quality Recheck\n\n### 3. Minimal Backup / Restore\n\nImplementiert und gepusht:\n\n- `finance backup-runtime-db`\n- `finance restore-runtime-db --from <backup-file> --yes`\n- `finance verify-backup --file <backup-file>`\n- Backup ausschließlich außerhalb Git im Runtime-Backups-Ordner\n- Timestamp-Dateiname\n- SHA256-Checksum\n- Restore nur mit expliziter Bestätigung / `--yes`\n- Git-Safety blockiert Backup-Dateien im Repo\n\nProduktiver Backup-Test:\n\n- Backup erzeugt: ja\n- Backup verifiziert: ja\n- Checksum OK: ja\n- Speicherort: externer Runtime-Ordner, nicht Git\n\nCommit:\n\n- `1e2ca9b` — Runtime DB Backup/Restore\n\nTests:\n\n- `122 passed`\n\nGit-Safety:\n\n- OK\n\n## Schritt 4: Broker-/Bank-Dateien strukturell gemappt\n\nKeine produktive DB-Änderung. Keine echten Werte/Mengen im Chat. Dateien wurden nur im externen Runtime-Bereich analysiert, nicht ins Repo gelegt.\n\nDokument erstellt:\n\n- `docs/broker-bank-mapping-plan.md`\n\nZusätzlich vorbereitet:\n\n- Schema-Fundament für Mapping/Dry-Runs:\n  - `instrument_mappings`\n  - `platform_account_mappings`\n  - `broker_import_dry_runs`\n\nCommit:\n\n- `41f11d2` — Broker/Bank Mapping + Backlog\n\n### PostFinance\n\n- Dateityp: DOCX\n- Struktur:\n  - mehrere Tabellen\n  - Cash-/Account-Zusammenfassungen\n  - Positionstabelle vorhanden\n- Felder strukturell vorhanden:\n  - Produkt/Name\n  - Anzahl/Menge\n  - Währung\n  - Markt-/Totalwert\n  - Einstand-/Kostenfeld als Legacy-/Kontrollinfo\n  - Cash-/Kontobereiche\n- Nicht klar erkannt:\n  - ISIN\n  - Exchange\n  - eindeutige Ticker-Metadaten\n  - Gebühren/Steuern\n  - sauberer Stichtag in Tabellenstruktur\n- Quality Flags:\n  - `missing_isin`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `market_value_legacy`\n  - `needs_manual_review`\n\n### True Wealth\n\n- Dateityp: DOCX\n- Struktur:\n  - eine gemischte Tabelle mit Cash-/Konto- und positionsähnlichen Zeilen\n- Felder strukturell vorhanden:\n  - Cash/Balances\n  - Account-/Portfolio-Kontext\n  - Währung\n  - Mengen-/Anteilsinformationen\n  - datumähnliche Struktur\n- Nicht klar erkannt:\n  - ISIN\n  - Ticker\n  - Cost Basis\n  - Gebühren/Steuern\n  - sauber trennbare Market-Value-Felder\n- Quality Flags:\n  - `missing_isin`\n  - `snapshot_only`\n  - `cost_basis_uncertain`\n  - `missing_fx` falls Fremdwährung ohne FX\n  - `needs_manual_review`\n\n### Raiffeisen\n\n- Dateityp: XLSX\n- Struktur:\n  - ein Sheet\n  - kompakte Konto-/Anlagenübersicht\n- Felder strukturell vorhanden:\n  - Konto-/Plattformlabels\n  - Cash-/Account-Zeilen\n  - aggregierte Depot-/Anlagezeilen\n- Nicht klar erkannt:\n  - ISIN\n  - Ticker\n  - Mengen\n  - detaillierte Instrumentpositionen\n  - Cost Basis\n  - Gebühren/Steuern\n- Nutzungsempfehlung:\n  - vorerst Cash-/Account-/Kontrollsnapshot\n  - kein produktiver Instrumentimport aus dieser Datei ohne detaillierteren Export\n\n## Schritt 5: Backlog / UX-Konzept erweitert\n\nAktualisiert:\n\n- `docs/finance-backlog.md`\n\nErgänzt:\n\n- Visual Analytics Layer\n  - Treemap/Heatmap\n  - Allocation Charts\n  - Contribution Analysis\n  - Currency Exposure\n  - Performance Waterfall\n- Risk & Correlation Tools\n- Benchmark / Backtesting\n- Projection / Monte Carlo als Simulation, nicht Prognose\n- Scenario Stress Tests\n- Watchlist & Decision Journal inkl. Obsidian Export\n- Local LLM Integration — nur Zusammenfassung/Entwurf, keine finale Buchhaltung\n- Schweizer Income-/Tax-Kontrollmodul\n- Command Center UX\n- Safe Mode / Read-only Mode\n- Data Quality Center\n- Manual Review Queue\n- Import Wizard\n- Eye Health / Low-Strain Mode\n\n## Final Verification\n\nNach den letzten Änderungen:\n\n- Compile: OK\n- Tests: `123 passed`\n- Git-Safety: OK\n- Git Status: sauber\n- Remote HEAD: `41f11d2`\n\nKeine echten Aktien-/ETF-Daten importiert. Keine produktive DB-Änderung für Broker/Bank-Daten. Keine echten Werte/Mengen im Chat."
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      "content": "[M G] Sehr gut. Der aktuelle Stand ist akzeptiert.\n\nDie abgeschlossenen Schritte sind bestätigt:\n\n* alte lokale Commits gepusht\n* Alert-Lifecycle behoben\n* Backup/Restore implementiert\n* Broker-/Bank-Dateien strukturell analysiert\n* Backlog/UX-Konzept erweitert\n* Tests: 123 passed\n* Git-Safety: OK\n* Remote HEAD: 41f11d2\n* keine echten Aktien-/ETF-Daten produktiv importiert\n\nBitte jetzt nicht mit Monte-Carlo, Backtesting, Rebalancing, Scores oder Heatmaps beginnen. Diese Module kommen später.\n\nDer nächste sinnvolle Schritt ist:\n\n## Phase B1 — Equity/ETF Import Wizard und Instrument Mapping\n\nZiel:\nWir brauchen einen sicheren Import-/Review-Prozess für PostFinance, True Wealth und Raiffeisen, bevor echte Aktien-/ETF-/Cash-Daten produktiv übernommen werden.\n\nDie strukturelle Analyse zeigt, dass die vorhandenen Dateien nicht direkt sauber genug für einen automatischen Import sind. Vor allem fehlen oder sind unklar:\n\n* ISIN\n* Ticker\n* Exchange\n* eindeutige Instrument-Metadaten\n* Stichtag\n* Cost Basis\n* Gebühren/Steuern\n* detaillierte Instrumentpositionen bei Raiffeisen\n\nDeshalb bitte jetzt einen Import Wizard und Mapping-Layer bauen, aber weiterhin keinen produktiven Import echter Aktien-/ETF-Daten durchführen.\n\n## 1. Instrument Master / Mapping Layer\n\nBitte implementiere oder erweitere:\n\n### Tabelle / Modell: instrument_mappings\n\nZweck:\nQuellbezeichnungen aus Broker-/Bank-Dateien werden auf interne Instrumente gemappt.\n\nFelder:\n\n* mapping_id\n* source_name\n* source_platform: PostFinance, True Wealth, Raiffeisen\n* source_account\n* source_label\n* normalized_name\n* isin\n* ticker\n* exchange\n* currency\n* asset_class: equity, etf, cash, other\n* instrument_id optional\n* mapping_status:\n\n  * mapped\n  * needs_manual_review\n  * missing_isin\n  * missing_ticker\n  * ambiguous\n  * ignored\n* confidence\n* notes\n* created_at\n* updated_at\n\nRegeln:\n\n* ISIN ist für Aktien/ETFs primäre Identifikation.\n* Ticker + Exchange ist Fallback.\n* Name allein reicht nicht für automatisches Mapping.\n* Unsichere Mappings dürfen nicht produktiv importiert werden.\n* Manuelle Bestätigung muss Audit-Log erzeugen.\n\n## 2. Platform / Account Mapping\n\nBitte implementiere oder erweitere:\n\n### Tabelle / Modell: platform_account_mappings\n\nZweck:\nQuellkonten aus Broker-/Bank-Auszügen werden auf interne platforms/accounts gemappt.\n\nFelder:\n\n* mapping_id\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\n  * brokerage\n  * cash\n  * robo_portfolio\n  * reserve\n  * other\n* currency\n* mapping_status\n* notes\n* created_at\n* updated_at\n\nRegeln:\n\n* PostFinance, True Wealth und Raiffeisen müssen eindeutig trennbar sein.\n* Cash-Konten und Depot-Konten dürfen nicht vermischt werden.\n* Raiffeisen soll vorerst primär als Cash-/Kontrollsnapshot behandelt werden, falls keine detaillierten Instrumentpositionen vorhanden sind.\n\n## 3. Broker Import Dry-Run Model\n\nBitte implementiere oder erweitere:\n\n### Tabelle / Modell: broker_import_dry_runs\n\nZweck:\nSpeichert Ergebnisse von Import-Dry-Runs, ohne produktiv ins Ledger zu schreiben.\n\nFelder:\n\n* dry_run_id\n* source_platform\n* source_file_type: docx, xlsx, csv, pdf, unknown\n* source_filename_hash\n* detected_snapshot_date\n* snapshot_date_status:\n\n  * clear\n  * inferred\n  * missing\n  * conflict\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:\nKeine echten Werte oder Mengen in Git oder Docs. Dry-Run-Details mit echten Daten nur Runtime.\n\n## 4. Import Wizard UI\n\nBitte baue im Dashboard eine neue Seite:\n\n### Import Wizard\n\nZiel:\nEin Nutzer soll echte Broker-/Bankdateien kontrolliert prüfen können, bevor sie importiert werden.\n\nWorkflow:\n\n1. Quelle wählen\n\n* PostFinance\n* True Wealth\n* Raiffeisen\n* Manuell / Sonstige\n\n2. Datei auswählen\n\n* Nur Runtime-/Upload-Kontext\n* Keine Datei ins Repo\n* Dateityp anzeigen\n\n3. Struktur erkennen\n\n* Tabellen/Abschnitte anzeigen\n* erkannte Spalten/Feldarten\n* erkannte\nKandidatenpositionen\n* erkannte Cash-Zeilen\n* erkannte Stichtage\n\n4. Mapping prüfen\n\n* Instrumente mit ISIN direkt mappen\n* Instrumente ohne ISIN als needs_manual_review\n* Account-/Depot-Mapping prüfen\n* Currency prüfen\n* Assetklasse prüfen\n\n5. Dry Run anzeigen\n   Nur aggregiert oder mit maskierbaren Details:\n\n* Anzahl Zeilen\n* Anzahl Kandidatenpositionen\n* Anzahl Cash-Zeilen\n* Anzahl sicher gemappt\n* Anzahl manuell zu prüfen\n* Anzahl blockiert\n* Quality Flags\n\n6. Review Queue erzeugen\n   Unsichere Positionen sollen in eine Manual Review Queue:\n\n* missing_isin\n* missing_ticker\n* ambiguous_name\n* missing_fx\n* cost_basis_uncertain\n* snapshot_only\n* market_value_legacy\n\n7. Commit noch nicht produktiv\n   Für diesen Block noch kein produktiver Import echter Aktien-/ETF-Daten.\n   Nur Dry Run, Mapping und Review.\n\n## 5. Manual Review Queue\n\nBitte baue oder vorbereite eine Seite:\n\n### Manual Review Queue\n\nSie soll zeigen:\n\n* unsichere Instrument-Mappings\n* fehlende ISIN\n* fehlende Ticker\n* unklare Accounts\n* unklare Stichtage\n* blockierte Import-Zeilen\n* fehlende FX\n* cost_basis_uncertain\n* snapshot_only\n\nAktionen:\n\n* Mapping bestätigen\n* ISIN ergänzen\n* Ticker ergänzen\n* Exchange ergänzen\n* Account zuweisen\n* Position ignorieren\n* Notiz speichern\n\nAlle Änderungen:\n\n* Audit-Log Pflicht\n* Keine produktive Positionserstellung in diesem Block\n\n## 6. Data Quality Center vorbereiten\n\nBitte erweitere die Data-Quality-Seite oder baue eine erste MVP-Version.\n\nSie soll anzeigen:\n\n* aktive Alerts\n* resolved Alerts\n* fehlende Preise\n* stale prices\n* fehlende FX\n* fehlende ISIN\n* fehlende CoinGecko-ID\n* snapshot_only Positionen\n* cost_basis_uncertain\n* alte Alerts, die resolved werden könnten\n* Button: Data Quality Recheck\n* Button: Resolve Fixed Alerts\n\n## 7. Safe Mode / Read-only Mode vorbereiten\n\nBitte implementiere mindestens eine sichtbare UI-Anzeige:\n\n* aktuelle DB: Runtime oder Demo\n* Modus: Read-only oder Write-enabled\n* Warnung vor produktiven Writes\n* Import Commit Buttons nur aktiv, wenn Write-enabled\n* Default: Read-only für Import Wizard\n\nNoch keine komplexe Rollen-/Auth-Logik nötig.\n\n## 8. Tests\n\nBitte ergänze Tests für:\n\n* instrument_mappings anlegen\n* missing ISIN erzeugt 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* platform_account_mapping für Raiffeisen Cash\n* broker_import_dry_run speichert nur Summary, nicht produktive Positionen\n* Import Wizard Module importieren 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* Git-Safety bleibt OK\n\n## 9. Echte Dateien\n\nDu darfst die vorhandenen echten Dateien aus Google Drive für strukturelle Dry-Run-Tests lesen, aber:\n\n* nicht ins Repo kopieren\n* keine echten Werte/Mengen im Chat ausgeben\n* keine produktive DB-Veränderung\n* nur Runtime-/Temp-Kontext\n* nach Analyse Temp-Dateien entfernen\n* Git-Safety vor/nachher prüfen\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 Module\n* neue/geänderte Dateien\n* Tests\n* Testergebnis\n* Git-Safety\n* Commit Hash\n* Push Status\n* Status der Import Wizard UI\n* welche Daten weiterhin nicht produktiv importiert wurden\n* nächste Empfehlung\n\nWichtig:\nZiel dieses Blocks ist nicht, PostFinance/True Wealth/Raiffeisen bereits produktiv zu importieren. Ziel ist, den sicheren Review- und Mapping-Prozess zu schaffen, damit der spätere produktive Initial Snapshot sauber, nachvollziehbar und auditierbar erfolgen kann."
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              "text": "**Fixing import issues**\n\nI need to ensure that I'm importing smoke properly. The REQUIRED_TABLES schema doesn't need any special patches, which is a relief. I should set the migration version to 4 and provide a name for it. To patch everything smoothly, I think I might find that using execute_code is a better approach. It could simplify the process, making it easier for me to keep everything on track. I'll stay focused on making this work!"
            }
          ]
        }
      ]
    },
    {
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      "content": "{\"status\": \"success\", \"output\": \"patched migrations\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_mapping.py\",\"content\":\"from __future__ import annotations\\n\\nimport hashlib\\nimport json\\nimport re\\nimport uuid\\nfrom dataclasses import dataclass\\nfrom datetime import datetime, timezone\\nfrom pathlib import Path\\nfrom sqlite3 import Connection\\nfrom typing import Any\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\n\\nSOURCE_PLATFORMS = {\\\"PostFinance\\\", \\\"True Wealth\\\", \\\"Raiffeisen\\\", \\\"Manuell / Sonstige\\\"}\\nACCOUNT_TYPES = {\\\"brokerage\\\", \\\"cash\\\", \\\"robo_portfolio\\\", \\\"reserve\\\", \\\"other\\\"}\\nASSET_CLASSES = {\\\"equity\\\", \\\"etf\\\", \\\"cash\\\", \\\"other\\\"}\\nREVIEW_STATUSES = {\\\"needs_manual_review\\\", \\\"missing_isin\\\", \\\"missing_ticker\\\", \\\"ambiguous\\\"}\\n\\n\\ndef utc_now() -> str:\\n    return datetime.now(timezone.utc).isoformat()\\n\\n\\ndef normalize_name(value: str | None) -> str:\\n    text = (value or \\\"\\\").strip().lower()\\n    text = re.sub(r\\\"[^a-z0-9äöüéèàç]+\\\", \\\" \\\", text, flags=re.IGNORECASE)\\n    return re.sub(r\\\"\\\\s+\\\", \\\" \\\", text).strip()\\n\\n\\ndef _json(data: dict[str, Any] | list[Any] | None) -> str:\\n    return json.dumps(data or {}, ensure_ascii=False, sort_keys=True)\\n\\n\\ndef _hash_label(value: str | bytes | Path) -> str:\\n    if isinstance(value, Path):\\n        return hashlib.sha256(value.read_bytes()).hexdigest()\\n    if isinstance(value, bytes):\\n        return hashlib.sha256(value).hexdigest()\\n    return hashlib.sha256(str(value).encode(\\\"utf-8\\\")).hexdigest()\\n\\n\\ndef _first_matching_instrument(conn: Connection, *, isin: str | None, ticker: str | None, exchange: str | None, currency: str | None) -> str | None:\\n    if isin:\\n        row = conn.execute(\\\"SELECT instrument_id FROM instruments WHERE upper(isin)=upper(?) AND is_active=1 ORDER BY created_at LIMIT 1\\\", (isin,)).fetchone()\\n        if row:\\n            return row[\\\"instrument_id\\\"]\\n    if ticker and exchange:\\n        row = conn.execute(\\n            \\\"\\\"\\\"\\n            SELECT instrument_id FROM instruments\\n            WHERE upper(ticker)=upper(?) AND upper(COALESCE(exchange,''))=upper(?)\\n              AND (? IS NULL OR upper(currency)=upper(?)) AND is_active=1\\n            ORDER BY created_at LIMIT 1\\n            \\\"\\\"\\\",\\n            (ticker, exchange, currency, currency),\\n        ).fetchone()\\n        if row:\\n            return row[\\\"instrument_id\\\"]\\n    return None\\n\\n\\ndef classify_instrument_mapping(\\n    conn: Connection,\\n    *,\\n    asset_class: str,\\n    source_label: str,\\n    isin: str | None = None,\\n    ticker: str | None = None,\\n    exchange: str | None = None,\\n    currency: str | None = None,\\n) -> tuple[str, str, str | None, list[str]]:\\n    flags: list[str] = []\\n    asset = asset_class if asset_class in ASSET_CLASSES else \\\"other\\\"\\n    instrument_id = _first_matching_instrument(conn, isin=isin, ticker=ticker, exchange=exchange, currency=currency)\\n    if asset == \\\"cash\\\":\\n        return \\\"mapped\\\", \\\"0.90\\\", instrument_id, flags\\n    if asset in {\\\"equity\\\", \\\"etf\\\"}:\\n        if isin and instrument_id:\\n            return \\\"mapped\\\", \\\"0.98\\\", instrument_id, flags\\n        if isin and not instrument_id:\\n            flags.append(\\\"needs_manual_review\\\")\\n            return \\\"needs_manual_review\\\", \\\"0.60\\\", None, flags\\n        flags.append(\\\"missing_isin\\\")\\n        if ticker and exchange and instrument_id:\\n            flags.append(\\\"ticker_exchange_fallback_requires_review\\\")\\n            return \\\"needs_manual_review\\\", \\\"0.75\\\", instrument_id, flags\\n        if not ticker:\\n            flags.append(\\\"missing_ticker\\\")\\n        if source_label and not ticker:\\n            flags.append(\\\"name_only_not_auto_mapped\\\")\\n        return \\\"needs_manual_review\\\", \\\"0.20\\\", None, flags\\n    if not isin and not ticker:\\n        flags.append(\\\"name_only_not_auto_mapped\\\")\\n        return \\\"needs_manual_review\\\", \\\"0.10\\\", None, flags\\n    return \\\"needs_manual_review\\\", \\\"0.40\\\", instrument_id, flags\\n\\n\\ndef create_instrument_mapping(\\n    conn: Connection,\\n    *,\\n    source_platform: str,\\n    source_label: str,\\n    asset_class: str = \\\"other\\\",\\n    source_account: str | None = None,\\n    isin: str | None = None,\\n    ticker: str | None = None,\\n    exchange: str | None = None,\\n    currency: str | None = None,\\n    notes: str | None = None,\\n) -> dict[str, Any]:\\n    normalized = normalize_name(source_label)\\n    status, confidence, instrument_id, flags = classify_instrument_mapping(\\n        conn,\\n        asset_class=asset_class,\\n        source_label=source_label,\\n        isin=isin,\\n        ticker=ticker,\\n        exchange=exchange,\\n        currency=currency,\\n    )\\n    mapping_id = str(uuid.uuid4())\\n    now = utc_now()\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO instrument_mappings(\\n            mapping_id, source_name, source_platform, source_account, source_label, normalized_name,\\n            isin, ticker, exchange, currency, asset_class, source_instrument_name,\\n            source_isin, source_ticker, source_exchange, source_currency, instrument_id,\\n            mapping_status, confidence, quality_flags_json, notes, created_at, updated_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            mapping_id, source_platform, source_platform, source_account, source_label, normalized,\\n            isin, ticker, exchange, currency, asset_class, source_label,\\n            isin, ticker, exchange, currency, instrument_id,\\n            status, confidence, _json(flags), notes, now, now,\\n        ),\\n    )\\n    return {\\\"mapping_id\\\": mapping_id, \\\"mapping_status\\\": status, \\\"confidence\\\": confidence, \\\"instrument_id\\\": instrument_id, \\\"quality_flags\\\": flags}\\n\\n\\ndef confirm_instrument_mapping(\\n    conn: Connection,\\n    *,\\n    mapping_id: str,\\n    instrument_id: str,\\n    note: str,\\n    created_by: str = \\\"manual_review\\\",\\n) -> str:\\n    if not note or not note.strip():\\n        raise ValueError(\\\"Manual mapping confirmation requires a note\\\")\\n    row = conn.execute(\\\"SELECT * FROM instrument_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone()\\n    if not row:\\n        raise ValueError(\\\"instrument mapping not found\\\")\\n    old = dict(row)\\n    now = utc_now()\\n    conn.execute(\\n        \\\"UPDATE instrument_mappings SET instrument_id=?, mapping_status='mapped', confidence='1.00', notes=?, updated_at=? WHERE mapping_id=?\\\",\\n        (instrument_id, note, now, mapping_id),\\n    )\\n    audit_id = record_audit_event(\\n        conn,\\n        source=\\\"manual_review_queue\\\",\\n        action=\\\"confirm_instrument_mapping\\\",\\n        entity_type=\\\"instrument_mapping\\\",\\n        entity_id=mapping_id,\\n        old_values={\\\"mapping_status\\\": old.get(\\\"mapping_status\\\"), \\\"instrument_id\\\": old.get(\\\"instrument_id\\\")},\\n        new_values={\\\"mapping_status\\\": \\\"mapped\\\", \\\"instrument_id\\\": instrument_id},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=created_by,\\n    )\\n    return audit_id\\n\\n\\ndef create_platform_account_mapping(\\n    conn: Connection,\\n    *,\\n    source_platform: str,\\n    source_account_label: str,\\n    account_type: str = \\\"other\\\",\\n    currency: str | None = None,\\n    internal_platform_id: str | None = None,\\n    internal_account_id: str | None = None,\\n    notes: str | None = None,\\n) -> dict[str, Any]:\\n    if source_platform not in SOURCE_PLATFORMS:\\n        raise ValueError(\\\"unsupported source_platform\\\")\\n    acct_type = account_type if account_type in ACCOUNT_TYPES else \\\"other\\\"\\n    flags: list[str] = []\\n    if source_platform == \\\"Raiffeisen\\\" and acct_type not in {\\\"cash\\\", \\\"reserve\\\", \\\"other\\\"}:\\n        flags.append(\\\"raiffeisen_instrument_detail_missing\\\")\\n        acct_type = \\\"cash\\\"\\n    status = \\\"mapped\\\" if internal_platform_id and internal_account_id else \\\"needs_manual_review\\\"\\n    mapping_id = str(uuid.uuid4())\\n    now = utc_now()\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO platform_account_mappings(\\n            mapping_id, source_name, source_platform, source_platform_label, source_account_label,\\n            normalized_platform, normalized_account_name, source_account_type, account_type,\\n            source_currency, currency, platform_id, account_id, internal_platform_id,\\n            internal_account_id, mapping_status, quality_flags_json, notes, created_at, updated_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            mapping_id, source_platform, source_platform, source_platform, source_account_label,\\n            normalize_name(source_platform), normalize_name(source_account_label), acct_type, acct_type,\\n            currency, currency, internal_platform_id, internal_account_id, internal_platform_id,\\n            internal_account_id, status, _json(flags), notes, now, now,\\n        ),\\n    )\\n    return {\\\"mapping_id\\\": mapping_id, \\\"mapping_status\\\": status, \\\"account_type\\\": acct_type, \\\"quality_flags\\\": flags}\\n\\n\\n@dataclass(frozen=True)\\nclass DryRunInput:\\n    source_platform: str\\n    source_file_type: str\\n    source_filename: str\\n    detected_snapshot_date: str | None = None\\n    snapshot_date_status: str = \\\"missing\\\"\\n    rows_total: int = 0\\n    candidate_positions: int = 0\\n    candidate_cash_rows: int = 0\\n    mapped_positions: int = 0\\n    blocked_positions: int = 0\\n    warnings_count: int = 0\\n    errors_count: int = 0\\n    quality_flags: dict[str, int] | None = None\\n    summary: dict[str, Any] | None = None\\n    detected_sections: list[str] | None = None\\n\\n\\ndef create_broker_import_dry_run(conn: Connection, item: DryRunInput) -> str:\\n    dry_run_id = str(uuid.uuid4())\\n    now = utc_now()\\n    source_hash = _hash_label(item.source_filename)\\n    summary = dict(item.summary or {})\\n    summary.pop(\\\"rows\\\", None)  # explicit guard: no raw rows in persisted summary\\n    summary.pop(\\\"values\\\", None)\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO broker_import_dry_runs(\\n            dry_run_id, source_name, source_platform, source_file_label, source_file_type,\\n            source_hash, source_filename_hash, detected_snapshot_date, snapshot_date_status,\\n            detected_sections_json, field_coverage_json, rows_total, rows_position_candidates,\\n            rows_cash_candidates, candidate_positions, candidate_cash_rows, mapped_positions,\\n            blocked_positions, warnings_count, errors_count, quality_flags_json, summary_json,\\n            created_at, notes\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            dry_run_id, item.source_platform, item.source_platform, \\\"[runtime-file-redacted]\\\", item.source_file_type,\\n            source_hash, source_hash, item.detected_snapshot_date, item.snapshot_date_status,\\n            _json(item.detected_sections or []), _json({}), item.rows_total, item.candidate_positions,\\n            item.candidate_cash_rows, item.candidate_positions, item.candidate_cash_rows, item.mapped_positions,\\n            item.blocked_positions, item.warnings_count, item.errors_count, _json(item.quality_flags or {}),\\n            _json(summary), now, \\\"dry-run summary only; no productive ledger writes\\\",\\n        ),\\n    )\\n    return dry_run_id\\n\\n\\ndef 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\\n\\ndef build_import_wizard_summary(conn: Connection) -> dict[str, str]:\\n    last = conn.execute(\\\"SELECT * FROM broker_import_dry_runs ORDER BY created_at DESC LIMIT 1\\\").fetchone()\\n    pending = len(get_manual_review_queue(conn))\\n    return {\\n        \\\"mode\\\": \\\"read-only\\\",\\n        \\\"productive_import_enabled\\\": \\\"false\\\",\\n        \\\"pending_review_items\\\": str(pending),\\n        \\\"last_dry_run_source\\\": last[\\\"source_platform\\\"] if last else \\\"\\\",\\n        \\\"last_dry_run_status\\\": last[\\\"snapshot_date_status\\\"] if last else \\\"none\\\",\\n    }\\n\\n\\ndef assert_write_enabled(*, write_enabled: bool) -> None:\\n    if not write_enabled:\\n        raise PermissionError(\\\"Import commit is blocked in read-only mode\\\")\\n\"}"
          }
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        {
          "id": "call_oSwuqozwBqz4kN2ZyTY3qcvR",
          "call_id": "call_oSwuqozwBqz4kN2ZyTY3qcvR",
          "response_item_id": "fc_0c76e56576ffc0fb016a06ddc97f1c81919199869fe97c0591",
          "type": "function",
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            "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()\\ninsert='''\\\\n\\\\ndef get_import_wizard_summary(conn: Connection) -> dict[str, str]:\\\\n    from jarvis_finance.imports.broker_mapping import build_import_wizard_summary\\\\n\\\\n    return build_import_wizard_summary(conn)\\\\n\\\\n\\\\ndef get_manual_review_items(conn: Connection) -> list[dict[str, str]]:\\\\n    from jarvis_finance.imports.broker_mapping import get_manual_review_queue\\\\n\\\\n    return get_manual_review_queue(conn)\\\\n\\\\n\\\\ndef get_broker_dry_runs(conn: Connection, limit: int = 20) -> list[dict[str, str]]:\\\\n    return rowdicts(conn.execute(\\\\n        \\\"\\\"\\\"\\\\n        SELECT source_platform, source_file_type, detected_snapshot_date, snapshot_date_status,\\\\n               rows_total, candidate_positions, candidate_cash_rows, mapped_positions,\\\\n               blocked_positions, warnings_count, errors_count, quality_flags_json, created_at\\\\n        FROM broker_import_dry_runs ORDER BY created_at DESC LIMIT ?\\\\n        \\\"\\\"\\\", (limit,)\\\\n    ).fetchall())\\\\n'''\\nmarker='\\\\n\\\\ndef get_command_center_summary'\\nif marker not in s: raise SystemExit('marker missing')\\ns=s.replace(marker, insert+marker)\\nold='''def get_data_quality(conn: Connection) -> list[dict[str, str]]:\\\\n    items: list[dict[str, str]] = []\\\\n    for row in conn.execute(\\\"SELECT COUNT(*) AS c FROM transactions WHERE fx_status='missing'\\\"):\\\\n        items.append({\\\"check\\\": \\\"fehlende FX\\\", \\\"count\\\": str(row[\\\"c\\\"]), \\\"severity\\\": \\\"kritisch\\\" if row[\\\"c\\\"] else \\\"ok\\\"})\\\\n    for row in conn.execute(\\\"SELECT COUNT(*) AS c FROM crypto_assets WHERE coingecko_id IS NULL OR coingecko_id='' \\\"):\\\\n        items.append({\\\"check\\\": \\\"fehlende CoinGecko-ID\\\", \\\"count\\\": str(row[\\\"c\\\"]), \\\"severity\\\": \\\"warnung\\\" if row[\\\"c\\\"] else \\\"ok\\\"})\\\\n    for row in conn.execute(\\\"SELECT COUNT(*) AS c FROM crypto_assets ca LEFT JOIN crypto_prices cp ON cp.asset_id=ca.asset_id WHERE cp.crypto_price_id IS NULL\\\"):\\\\n        items.append({\\\"check\\\": \\\"fehlende Crypto-Preise\\\", \\\"count\\\": str(row[\\\"c\\\"]), \\\"severity\\\": \\\"warnung\\\" if row[\\\"c\\\"] else \\\"ok\\\"})\\\\n    for row in conn.execute(\\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND priority='kritisch'\\\"):\\\\n        items.append({\\\"check\\\": \\\"aktive kritische Alerts\\\", \\\"count\\\": str(row[\\\"c\\\"]), \\\"severity\\\": \\\"kritisch\\\" if row[\\\"c\\\"] else \\\"ok\\\"})\\\\n    return items\\\\n'''\\nnew='''def get_data_quality(conn: Connection) -> list[dict[str, str]]:\\\\n    items: list[dict[str, str]] = []\\\\n    checks = [\\\\n        (\\\"fehlende FX\\\", \\\"SELECT COUNT(*) AS c FROM transactions WHERE fx_status='missing'\\\", \\\"kritisch\\\"),\\\\n        (\\\"fehlende CoinGecko-ID\\\", \\\"SELECT COUNT(*) AS c FROM crypto_assets WHERE coingecko_id IS NULL OR coingecko_id='' \\\", \\\"warnung\\\"),\\\\n        (\\\"fehlende Crypto-Preise\\\", \\\"SELECT COUNT(*) AS c FROM crypto_assets ca LEFT JOIN crypto_prices cp ON cp.asset_id=ca.asset_id WHERE cp.crypto_price_id IS NULL\\\", \\\"warnung\\\"),\\\\n        (\\\"fehlende ISIN\\\", \\\"SELECT COUNT(*) AS c FROM instrument_mappings WHERE asset_class IN ('equity','etf') AND (isin IS NULL OR isin='') AND mapping_status!='ignored'\\\", \\\"warnung\\\"),\\\\n        (\\\"fehlende FX in Import-Reviews\\\", \\\"SELECT COUNT(*) AS c FROM instrument_mappings WHERE quality_flags_json LIKE '%missing_fx%' AND mapping_status!='ignored'\\\", \\\"warnung\\\"),\\\\n        (\\\"snapshot_only Positionen\\\", \\\"SELECT COUNT(*) AS c FROM instrument_mappings WHERE quality_flags_json LIKE '%snapshot_only%' AND mapping_status!='ignored'\\\", \\\"info\\\"),\\\\n        (\\\"cost_basis_uncertain\\\", \\\"SELECT COUNT(*) AS c FROM instrument_mappings WHERE quality_flags_json LIKE '%cost_basis_uncertain%' AND mapping_status!='ignored'\\\", \\\"warnung\\\"),\\\\n        (\\\"aktive Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active'\\\", \\\"warnung\\\"),\\\\n        (\\\"resolved Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='resolved'\\\", \\\"ok\\\"),\\\\n        (\\\"alte aktive Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND last_seen_at < datetime('now', '-7 days')\\\", \\\"info\\\"),\\\\n    ]\\\\n    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'''\\nif old not in s: raise SystemExit('old dq block missing')\\np.write_text(s.replace(old,new))\\nprint('dashboard data patched')\"}"
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            "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 SOURCE_PLATFORMS, assert_write_enabled\\n\\nPAGE_TITLE = \\\"Import Wizard\\\"\\n\\n\\ndef render(st, conn) -> None:\\n    st.title(\\\"Import Wizard\\\")\\n    st.caption(\\\"Phase B1: Dry Run, Mapping und Review — kein produktiver Aktien-/ETF-/Cash-Import.\\\")\\n\\n    mode = \\\"Read-only\\\"\\n    st.info(f\\\"Modus: {mode}. Produktive Commit-Aktionen sind standardmäßig deaktiviert.\\\")\\n    st.warning(\\\"Echte Broker-/Bankdateien nur im Runtime-/Upload-Kontext verwenden. 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    st.write({\\\"source\\\": source, \\\"file_type\\\": getattr(uploaded, \\\"type\\\", \\\"\\\") if uploaded else \\\"\\\", \\\"write_enabled\\\": False})\\n\\n    st.subheader(\\\"Struktur erkennen\\\")\\n    st.caption(\\\"MVP zeigt gespeicherte Dry-Run-Zusammenfassungen. Parser schreiben nur Runtime-Summary, keine produktiven Ledger-Positionen.\\\")\\n    show_table(st, data.get_broker_dry_runs(conn))\\n\\n    st.subheader(\\\"Mapping prüfen\\\")\\n    show_table(st, data.get_manual_review_items(conn))\\n\\n    st.subheader(\\\"Dry Run Summary\\\")\\n    st.write(data.get_import_wizard_summary(conn))\\n\\n    st.subheader(\\\"Review Queue\\\")\\n    st.caption(\\\"missing_isin, missing_ticker, ambiguous_name, missing_fx, cost_basis_uncertain, snapshot_only, market_value_legacy\\\")\\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\"}"
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            "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(\\\"Review von unsicheren Import- und Mapping-Problemen. Keine produktive Positionserstellung in Phase B1.\\\")\\n    rows = data.get_manual_review_items(conn)\\n    show_table(st, rows)\\n    st.subheader(\\\"Aktionen\\\")\\n    st.write(\\\"Mapping bestätigen, ISIN/Ticker/Exchange ergänzen, Account zuweisen, Position ignorieren, Notiz speichern.\\\")\\n    st.warning(\\\"Alle Änderungen erfordern Audit-Log. Produktive Positionserstellung bleibt deaktiviert.\\\")\\n    st.button(\\\"Mapping bestätigen\\\", disabled=True)\\n    st.button(\\\"Position ignorieren\\\", 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\": 805, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_S032UhCL51N7rts85jIcIN0x"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_iACrs4u919rJj9tXV9rAqiDg",
          "call_id": "call_iACrs4u919rJj9tXV9rAqiDg",
          "response_item_id": "fc_0c76e56576ffc0fb016a06de0442ac81919d05ccd3bd1e8efb",
          "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, Snapshot- und Cost-Basis-Probleme.\\\")\\n    show_table(st, data.get_data_quality(conn))\\n    st.subheader(\\\"Alerts\\\")\\n    show_table(st, data.get_alerts(conn))\\n    st.subheader(\\\"Aktionen\\\")\\n    st.button(\\\"Data Quality Recheck\\\", disabled=True)\\n    st.button(\\\"Resolve Fixed Alerts\\\", disabled=True)\\n    st.info(\\\"Buttons sind in Phase B1 sichtbar vorbereitet; produktive Aktion läuft weiterhin über CLI/gesonderte 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\": 731, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_iACrs4u919rJj9tXV9rAqiDg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_rJl9c6dYMbrhDdn7AgBIrdB3",
          "call_id": "call_rJl9c6dYMbrhDdn7AgBIrdB3",
          "response_item_id": "fc_0c76e56576ffc0fb016a06de0c37108191bb516de9d97300d9",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/pages/__init__.py')\\ns=p.read_text()\\ns=s.replace('from . import page_13_equity_manage\\\\n', 'from . import page_13_equity_manage\\\\nfrom . import page_14_import_wizard\\\\nfrom . import page_15_manual_review_queue\\\\nfrom . import page_16_data_quality_center\\\\n')\\ns=s.replace('    page_13_equity_manage,\\\\n]', '    page_13_equity_manage,\\\\n    page_14_import_wizard,\\\\n    page_15_manual_review_queue,\\\\n    page_16_data_quality_center,\\\\n]')\\np.write_text(s)\\nprint('pages registered')\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"success\", \"output\": \"pages registered\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_rJl9c6dYMbrhDdn7AgBIrdB3"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_j3Ih3opkouA4WbttnIxJyBES",
          "call_id": "call_j3Ih3opkouA4WbttnIxJyBES",
          "response_item_id": "fc_0c76e56576ffc0fb016a06de1972e88191a4fc1ba9727e8cfb",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\",\"old_string\":\"    assert get_schema_version(conn) == 3\\n\",\"new_string\":\"    assert get_schema_version(conn) == 4\\n\",\"mode\":\"replace\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Updating Streamlit Components**\n\nI’m thinking about the need to update the Streamlit fake file uploader. It seems like `getattr` returns a method, but wait—`__getattr__` actually returns a recorder. So if the page calls `st.file_uploader`, it will return None by default. I should consider whether I need some kind of schema required for migration version updates. Testing seems essential here to ensure everything works correctly!",
      "reasoning_content": "**Updating Streamlit Components**\n\nI’m thinking about the need to update the Streamlit fake file uploader. It seems like `getattr` returns a method, but wait—`__getattr__` actually returns a recorder. So if the page calls `st.file_uploader`, it will return None by default. I should consider whether I need some kind of schema required for migration version updates. Testing seems essential here to ensure everything works correctly!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqBt4ZFits6STVIp54OyPmOZ1JdSXmOY3hNNwKT3PbiIhX9D294Fa_1jmTk1BjZx9pYFdPp-jlgjVR2jNQBqlf4XEgiFRvHdxq8BKSSWCP8DbNgTufcGGq3UlWv8yUJJj4VsSh_9gYeeMmO5KJYnpDnc8lFrOR-oIAZrm8l7VsWaqb4jWIys2514Ptuv_WyR9cpyto-VHO0B1_EUD0TnqSPcnmhc_v_8eFRMSCJUBdPYvHBoqfGo7zx_8rWuPk6YRQIKDqpIuFHphSK3dRTsx8Au9e0Fu1WpbdZOLE6q5rVspL2PRioCwcUvCew4XcjYpdH6xMAOzu6UbSA2wHSjhqZdngtw6q0kTCB3N7VKW92T0EM7_dDhBI9ayxyghGVEQIKiGoNfN3V-FWTYh81fMpLt3Au3-WwWkO0W2GOWnh03dWpzzXz_LYjVf4MvQga6GDo_RQTZST7kYQsss8kOmmsIfjA2hPXbSzhLIXCHybbkyNiugTVJMF0X68XG4exLLSKTbFo00JLF5A6R-UsUnng3KjrX_iGb7LGq8maFbVYtwzTtYZBy-autFc7KFXNxWEU_gd9j1hzDmDMPjqtPCvNciCe1b2R59X4GoeLTG4P0zqfhcZ7AFL9jqVG3ACfl8qEFKWHUYDe7XLn7QpEKSBoMJIsluo1zR8PHnLlZfwMUp30cg17q2fm2RP14rIH5vyBvZ8uDB8iyI9TFbW6Znnx7KrT9jCGE7H0uCiaa91_U89IOau2Kv_EnqW8W3FojY7YLhtVehkge1bS7v1PztVl655Uig2ZyEFPGZb1D9JEevI8MCyX5cyUyyy-EMdN9sPV-0Kd_VvdPanGwGcIihx_HufgxKJNkHzjeL7OEdZRhYeTYdwxOFrhZKUi9GByWza_TN0wasPY8HUNny6IZ2RQI4RNDBYXAL9JnYMGfaqJQkQxx_sW6PUXCTHysxDpPMJ4C9votw73PmLKpC0HQLEZQbgIc8bo997U6kwGiUV7siWk229DIjp1gd0tUTSidGMeqkuKONqgyU-Bfh-HLRg3u5P8QgALts_6LFduRdHcKhGqZ_TlM2GHZNrAS0bVrG_1sKPQPIULHBwCnoXzy0UwY3GBTGmS-qlBQTeg077NzA3V3TuWsX8Pq-kXIFywwcWEYsxwKje9kXKLYqiJTkouIxFZzRsU2hMUIArtep7IJg6OL5_VyYIQC8RBDvZnoSzI34mzE3GXh4ZUELnvxFMzJMzMg==",
          "id": "rs_0c76e56576ffc0fb016a06de16f0a481918be3e2f60c49ec1a",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating Streamlit Components**\n\nI’m thinking about the need to update the Streamlit fake file uploader. It seems like `getattr` returns a method, but wait—`__getattr__` actually returns a recorder. So if the page calls `st.file_uploader`, it will return None by default. I should consider whether I need some kind of schema required for migration version updates. Testing seems essential here to ensure everything works correctly!"
            }
          ]
        }
      ]
    },
    {
      "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) == 3\\n+    assert get_schema_version(conn) == 4\\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_094358_9baea0' but this agent never read it. Read the file before writing to avoid overwriting the sibling's changes.\"}",
      "tool_call_id": "call_j3Ih3opkouA4WbttnIxJyBES"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_thF8mn0r3I8qZC89132jdSZB",
          "call_id": "call_thF8mn0r3I8qZC89132jdSZB",
          "response_item_id": "fc_0c76e56576ffc0fb016a06de210d0c81918e70d5ff7fe56541",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    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\",\"old_string\":\"    assert {\\\"source_name\\\", \\\"source_isin\\\", \\\"source_ticker\\\", \\\"instrument_id\\\", \\\"mapping_status\\\", \\\"quality_flags_json\\\"}.issubset(instrument_mapping_cols)\\n    assert {\\\"source_name\\\", \\\"source_platform_label\\\", \\\"source_account_label\\\", \\\"platform_id\\\", \\\"account_id\\\", \\\"mapping_status\\\"}.issubset(account_mapping_cols)\\n    assert {\\\"source_name\\\", \\\"source_file_type\\\", \\\"detected_sections_json\\\", \\\"field_coverage_json\\\", \\\"quality_flags_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@@ -37,6 +37,6 @@\\n     account_mapping_cols = {row[\\\"name\\\"] for row in conn.execute(\\\"PRAGMA table_info(platform_account_mappings)\\\").fetchall()}\\n     dry_run_cols = {row[\\\"name\\\"] for row in conn.execute(\\\"PRAGMA table_info(broker_import_dry_runs)\\\").fetchall()}\\n \\n-    assert {\\\"source_name\\\", \\\"source_isin\\\", \\\"source_ticker\\\", \\\"instrument_id\\\", \\\"mapping_status\\\", \\\"quality_flags_json\\\"}.issubset(instrument_mapping_cols)\\n-    assert {\\\"source_name\\\", \\\"source_platform_label\\\", \\\"source_account_label\\\", \\\"platform_id\\\", \\\"account_id\\\", \\\"mapping_status\\\"}.issubset(account_mapping_cols)\\n-    assert {\\\"source_name\\\", \\\"source_file_type\\\", \\\"detected_sections_json\\\", \\\"field_coverage_json\\\", \\\"quality_flags_json\\\"}.issubset(dry_run_cols)\\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\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_schema.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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      "role": "assistant",
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          "response_item_id": "fc_0c76e56576ffc0fb016a06de2ec30c819186553570f10d15a5",
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          }
        }
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      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating testing needs**\n\nI see that I need to create some tests. Maybe I could develop an instrument or helper based on existing tools? I should inspect the importer tests for instruments and accounts to get a clearer idea of what’s required. This way, I can ensure I’m thorough and systematic in handling any testing needs. Let’s keep this focused and productive!",
      "reasoning_content": "**Evaluating testing needs**\n\nI see that I need to create some tests. Maybe I could develop an instrument or helper based on existing tools? I should inspect the importer tests for instruments and accounts to get a clearer idea of what’s required. This way, I can ensure I’m thorough and systematic in handling any testing needs. Let’s keep this focused and productive!",
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          "id": "rs_0c76e56576ffc0fb016a06de2c548881918b53fedc5bd380ca",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating testing needs**\n\nI see that I need to create some tests. Maybe I could develop an instrument or helper based on existing tools? I should inspect the importer tests for instruments and accounts to get a clearer idea of what’s required. This way, I can ensure I’m thorough and systematic in handling any testing needs. Let’s keep this focused and productive!"
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    },
    {
      "role": "tool",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from pathlib import Path\\n     4|\\n     5|from jarvis_finance.imports.instruments_importer import import_instruments_csv\\n     6|from jarvis_finance.storage.database import connect_memory\\n     7|from jarvis_finance.storage.migrations import apply_migrations\\n     8|\\n     9|\\n    10|def test_instruments_import_commit_and_idempotent(tmp_path: Path) -> None:\\n    11|    path = tmp_path / \\\"instruments.csv\\\"\\n    12|    path.write_text(\\n    13|        \\\"asset_class,name,ticker,isin,exchange,currency,country,sector,data_provider_primary,notes\\\\n\\\"\\n    14|        \\\"equity,Demo Global AG,DGA,CH0000000001,SIX,CHF,CH,Technology,dummy,Synthetic only\\\\n\\\",\\n    15|        encoding=\\\"utf-8\\\",\\n    16|    )\\n    17|    conn = connect_memory()\\n    18|    apply_migrations(conn)\\n    19|\\n    20|    first = import_instruments_csv(conn, path, commit=True, source_filename=\\\"instruments.csv\\\")\\n    21|    second = import_instruments_csv(conn, path, commit=True, source_filename=\\\"instruments.csv\\\")\\n    22|\\n    23|    assert first.rows_new == 1\\n    24|    assert second.rows_existing == 1\\n    25|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM instruments\\\").fetchone()[\\\"n\\\"] == 1\\n    26|\\n    27|\\n    28|def test_instruments_dry_run_does_not_write(tmp_path: Path) -> None:\\n    29|    path = tmp_path / \\\"instruments.csv\\\"\\n    30|    path.write_text(\\n    31|        \\\"asset_class,name,ticker,isin,exchange,currency,country,sector,data_provider_primary,notes\\\\n\\\"\\n    32|        \\\"etf,Demo World ETF,DWLD,CH0000000002,SIX,CHF,CH,Diversified,dummy,Synthetic only\\\\n\\\",\\n    33|        encoding=\\\"utf-8\\\",\\n    34|    )\\n    35|    conn = connect_memory()\\n    36|    apply_migrations(conn)\\n    37|\\n    38|    result = import_instruments_csv(conn, path, commit=False, source_filename=\\\"instruments.csv\\\")\\n    39|\\n    40|    assert result.rows_new == 1\\n    41|    assert result.status == \\\"dry_run_ok\\\"\\n    42|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM instruments\\\").fetchone()[\\\"n\\\"] == 0\\n    43|\\n    44|\\n    45|def test_instruments_import_collects_validation_errors(tmp_path: Path) -> None:\\n    46|    path = tmp_path / \\\"bad_instruments.csv\\\"\\n    47|    path.write_text(\\n    48|        \\\"asset_class,name,ticker,isin,exchange,currency\\\\n\\\"\\n    49|        \\\"equity,,DGA,CH0000000001,SIX,CHF\\\\n\\\",\\n    50|        encoding=\\\"utf-8\\\",\\n    51|    )\\n    52|    conn = connect_memory()\\n    53|    apply_migrations(conn)\\n    54|\\n    55|    result = import_instruments_csv(conn, path, commit=True, source_filename=\\\"bad_instruments.csv\\\")\\n    56|\\n    57|    assert result.rows_failed == 1\\n    58|    assert result.status == \\\"failed\\\"\\n    59|    assert \\\"name\\\" in result.errors[0]\\n    60|\", \"total_lines\": 59, \"file_size\": 2256, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_lD2wqAG6Cai17GcSaoh0Kig8"
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      "content": "",
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          "response_item_id": "fc_0c76e56576ffc0fb016a06de32d1d88191bfe484de39e1e75e",
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            "arguments": "{\"limit\":180,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/instruments_importer.py\"}"
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    {
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from pathlib import Path\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from .common import ImportResult, clean, create_import_session, require_text, source_hash, stable_id, utc_now\\n     7|from .dry_run import read_csv_rows\\n     8|\\n     9|REQUIRED_COLUMNS = {\\\"asset_class\\\", \\\"name\\\", \\\"currency\\\"}\\n    10|\\n    11|\\n    12|def _instrument_key(row: dict[str, str]) -> tuple[str, str, str]:\\n    13|    isin = clean(row.get(\\\"isin\\\")).upper()\\n    14|    ticker = clean(row.get(\\\"ticker\\\")).upper()\\n    15|    name = clean(row.get(\\\"name\\\"))\\n    16|    return isin, ticker, name\\n    17|\\n    18|\\n    19|def _existing_instrument(conn: Connection, row: dict[str, str]) -> bool:\\n    20|    isin, ticker, name = _instrument_key(row)\\n    21|    if isin:\\n    22|        existing = conn.execute(\\\"SELECT 1 FROM instruments WHERE isin = ? LIMIT 1\\\", (isin,)).fetchone()\\n    23|        if existing:\\n    24|            return True\\n    25|    if ticker:\\n    26|        existing = conn.execute(\\\"SELECT 1 FROM instruments WHERE ticker = ? AND name = ? LIMIT 1\\\", (ticker, name)).fetchone()\\n    27|        if existing:\\n    28|            return True\\n    29|    return False\\n    30|\\n    31|\\n    32|def import_instruments_csv(\\n    33|    conn: Connection,\\n    34|    path: str | Path,\\n    35|    *,\\n    36|    commit: bool,\\n    37|    source_filename: str | None = None,\\n    38|) -> ImportResult:\\n    39|    rows, errors = read_csv_rows(path, REQUIRED_COLUMNS)\\n    40|    source_filename = source_filename or Path(path).name\\n    41|    rows_new = rows_existing = 0\\n    42|    validated: list[dict[str, str]] = []\\n    43|    for line, row in enumerate(rows, start=2):\\n    44|        try:\\n    45|            asset_class = require_text(row, \\\"asset_class\\\", line)\\n    46|            name = require_text(row, \\\"name\\\", line)\\n    47|            currency = require_text(row, \\\"currency\\\", line).upper()\\n    48|            isin, ticker, _ = _instrument_key(row)\\n    49|            instrument_id = stable_id(\\\"instrument\\\", isin or ticker or name, currency)\\n    50|            if _existing_instrument(conn, {**row, \\\"name\\\": name, \\\"ticker\\\": ticker, \\\"isin\\\": isin}):\\n    51|                rows_existing += 1\\n    52|            else:\\n    53|                rows_new += 1\\n    54|            validated.append({\\n    55|                \\\"instrument_id\\\": instrument_id,\\n    56|                \\\"asset_class\\\": asset_class,\\n    57|                \\\"name\\\": name,\\n    58|                \\\"ticker\\\": ticker,\\n    59|                \\\"isin\\\": isin,\\n    60|                \\\"exchange\\\": clean(row.get(\\\"exchange\\\")),\\n    61|                \\\"currency\\\": currency,\\n    62|                \\\"country\\\": clean(row.get(\\\"country\\\")),\\n    63|                \\\"sector\\\": clean(row.get(\\\"sector\\\")),\\n    64|                \\\"data_provider_primary\\\": clean(row.get(\\\"data_provider_primary\\\")),\\n    65|                \\\"notes\\\": clean(row.get(\\\"notes\\\")),\\n    66|            })\\n    67|        except ValueError as exc:\\n    68|            errors.append(str(exc))\\n    69|    status = \\\"failed\\\" if errors else (\\\"committed\\\" if commit else \\\"dry_run_ok\\\")\\n    70|    if commit and not errors:\\n    71|        now = utc_now()\\n    72|        for item in validated:\\n    73|            conn.execute(\\n    74|                \\\"\\\"\\\"\\n    75|                INSERT OR IGNORE INTO instruments(\\n    76|                    instrument_id, asset_class, name, ticker, isin, exchange, currency,\\n    77|                    country, sector, data_provider_primary, notes, created_at\\n    78|                ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n    79|                \\\"\\\"\\\",\\n    80|                (\\n    81|                    item[\\\"instrument_id\\\"], item[\\\"asset_class\\\"], item[\\\"name\\\"], item[\\\"ticker\\\"], item[\\\"isin\\\"],\\n    82|                    item[\\\"exchange\\\"], item[\\\"currency\\\"], item[\\\"country\\\"], item[\\\"sector\\\"],\\n    83|                    item[\\\"data_provider_primary\\\"], item[\\\"notes\\\"], now,\\n    84|                ),\\n    85|            )\\n    86|    session_id = create_import_session(\\n    87|        conn,\\n    88|        import_type=\\\"instruments\\\",\\n    89|        source_filename=source_filename,\\n    90|        file_hash=source_hash(path),\\n    91|        status=status,\\n    92|        rows_total=len(rows),\\n    93|        rows_imported=rows_new if commit and not errors else 0,\\n    94|        rows_failed=len(errors),\\n    95|        errors=errors,\\n    96|        notes=\\\"dry run\\\" if not commit else None,\\n    97|    )\\n    98|    return ImportResult(session_id, \\\"instruments\\\", status, len(rows), rows_new if not errors else 0, rows_existing, len(errors), errors)\\n    99|\", \"total_lines\": 98, \"file_size\": 3902, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_IrZoaG1tFbyTcmHiMh2SBjbl"
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      "tool_calls": [
        {
          "id": "call_mUY377Kwb6uAd7o4WsfQybga",
          "call_id": "call_mUY377Kwb6uAd7o4WsfQybga",
          "response_item_id": "fc_0c76e56576ffc0fb016a06de377f78819180cdab5c2ecbd897",
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            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nimport json\\nfrom pathlib import Path\\n\\nimport pytest\\n\\nfrom jarvis_finance.dashboard import data as dashboard_data\\nfrom jarvis_finance.dashboard.pages import page_14_import_wizard, page_15_manual_review_queue, page_16_data_quality_center\\nfrom jarvis_finance.imports.broker_mapping import (\\n    DryRunInput,\\n    assert_write_enabled,\\n    confirm_instrument_mapping,\\n    create_broker_import_dry_run,\\n    create_instrument_mapping,\\n    create_platform_account_mapping,\\n    get_manual_review_queue,\\n)\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations, utc_now\\n\\n\\nclass FakeStreamlit:\\n    def __init__(self) -> None:\\n        self.calls: list[tuple[str, tuple[object, ...], dict[str, object]]] = []\\n        self.sidebar = self\\n\\n    def __getattr__(self, name: str):\\n        def recorder(*args, **kwargs):\\n            self.calls.append((name, args, kwargs))\\n            if name in {\\\"button\\\", \\\"checkbox\\\"}:\\n                return False\\n            if name in {\\\"selectbox\\\", \\\"radio\\\"}:\\n                options = args[1] if len(args) > 1 else kwargs.get(\\\"options\\\", [])\\n                return list(options)[0] if options else None\\n            if name == \\\"tabs\\\":\\n                return [self for _ in (args[0] if args else [])]\\n            if name == \\\"columns\\\":\\n                count = args[0] if args else 1\\n                return [self for _ in range(count)] if isinstance(count, int) else [self for _ in count]\\n            return None\\n        return recorder\\n\\n    def __enter__(self):\\n        return self\\n\\n    def __exit__(self, *args):\\n        return False\\n\\n\\ndef conn():\\n    c = connect_memory()\\n    apply_migrations(c)\\n    return c\\n\\n\\ndef seed_instrument(c, *, instrument_id=\\\"inst-demo\\\", isin=\\\"CH0000000001\\\", ticker=\\\"DGA\\\", exchange=\\\"SIX\\\", currency=\\\"CHF\\\"):\\n    c.execute(\\n        \\\"INSERT INTO instruments(instrument_id, asset_class, name, ticker, isin, exchange, currency, created_at) VALUES (?, 'etf', 'Demo ETF', ?, ?, ?, ?, ?)\\\",\\n        (instrument_id, ticker, isin, exchange, currency, utc_now()),\\n    )\\n    return instrument_id\\n\\n\\ndef seed_platform_account(c, *, platform_id=\\\"pf\\\", account_id=\\\"pf-cash\\\", platform=\\\"PostFinance\\\", account=\\\"Cash\\\"):\\n    now = utc_now()\\n    c.execute(\\\"INSERT INTO platforms(platform_id, name, platform_type, default_currency, created_at) VALUES (?, ?, 'bank', 'CHF', ?)\\\", (platform_id, platform, now))\\n    c.execute(\\\"INSERT INTO accounts(account_id, platform_id, account_name, account_type, currency, created_at) VALUES (?, ?, ?, 'cash', 'CHF', ?)\\\", (account_id, platform_id, account, now))\\n    return platform_id, account_id\\n\\n\\ndef test_instrument_mapping_can_be_created_and_auto_maps_by_isin() -> None:\\n    c = conn()\\n    instrument_id = seed_instrument(c)\\n    result = create_instrument_mapping(c, source_platform=\\\"PostFinance\\\", source_label=\\\"Demo ETF\\\", asset_class=\\\"etf\\\", isin=\\\"CH0000000001\\\", currency=\\\"CHF\\\")\\n    row = c.execute(\\\"SELECT * FROM instrument_mappings WHERE mapping_id=?\\\", (result[\\\"mapping_id\\\"],)).fetchone()\\n    assert row[\\\"mapping_status\\\"] == \\\"mapped\\\"\\n    assert row[\\\"instrument_id\\\"] == instrument_id\\n\\n\\ndef test_missing_isin_creates_needs_manual_review() -> None:\\n    c = conn()\\n    result = create_instrument_mapping(c, source_platform=\\\"PostFinance\\\", source_label=\\\"Demo ETF\\\", asset_class=\\\"etf\\\", ticker=\\\"DGA\\\", currency=\\\"CHF\\\")\\n    assert result[\\\"mapping_status\\\"] == \\\"needs_manual_review\\\"\\n    assert \\\"missing_isin\\\" in result[\\\"quality_flags\\\"]\\n\\n\\ndef test_name_without_isin_or_ticker_is_not_automapped() -> None:\\n    c = conn()\\n    result = create_instrument_mapping(c, source_platform=\\\"True Wealth\\\", source_label=\\\"Global Index Fund\\\", asset_class=\\\"etf\\\", currency=\\\"USD\\\")\\n    assert result[\\\"mapping_status\\\"] == \\\"needs_manual_review\\\"\\n    assert result[\\\"instrument_id\\\"] is None\\n    assert \\\"name_only_not_auto_mapped\\\" in result[\\\"quality_flags\\\"]\\n\\n\\ndef test_platform_account_mapping_for_postfinance_and_true_wealth_and_raiffeisen_cash() -> None:\\n    c = conn()\\n    pf_platform, pf_account = seed_platform_account(c, platform_id=\\\"pf\\\", account_id=\\\"pf-depot\\\", platform=\\\"PostFinance\\\", account=\\\"Depot\\\")\\n    pf = create_platform_account_mapping(c, source_platform=\\\"PostFinance\\\", source_account_label=\\\"Depot\\\", account_type=\\\"brokerage\\\", currency=\\\"CHF\\\", internal_platform_id=pf_platform, internal_account_id=pf_account)\\n    tw = create_platform_account_mapping(c, source_platform=\\\"True Wealth\\\", source_account_label=\\\"Robo Portfolio\\\", account_type=\\\"robo_portfolio\\\", currency=\\\"CHF\\\")\\n    rf = create_platform_account_mapping(c, source_platform=\\\"Raiffeisen\\\", source_account_label=\\\"Privatkonto\\\", account_type=\\\"brokerage\\\", currency=\\\"CHF\\\")\\n    assert pf[\\\"mapping_status\\\"] == \\\"mapped\\\"\\n    assert tw[\\\"mapping_status\\\"] == \\\"needs_manual_review\\\"\\n    assert rf[\\\"account_type\\\"] == \\\"cash\\\"\\n    assert \\\"raiffeisen_instrument_detail_missing\\\" in rf[\\\"quality_flags\\\"]\\n\\n\\ndef test_broker_import_dry_run_stores_summary_without_productive_positions() -> None:\\n    c = conn()\\n    dry_run_id = create_broker_import_dry_run(c, DryRunInput(source_platform=\\\"PostFinance\\\", source_file_type=\\\"docx\\\", source_filename=\\\"real-file-redacted.docx\\\", snapshot_date_status=\\\"missing\\\", rows_total=10, candidate_positions=3, candidate_cash_rows=2, mapped_positions=1, blocked_positions=2, warnings_count=4, quality_flags={\\\"missing_isin\\\": 2}, summary={\\\"rows\\\": [{\\\"forbidden\\\": \\\"raw\\\"}], \\\"safe\\\": \\\"aggregate\\\"}))\\n    row = c.execute(\\\"SELECT * FROM broker_import_dry_runs WHERE dry_run_id=?\\\", (dry_run_id,)).fetchone()\\n    assert row[\\\"candidate_positions\\\"] == 3\\n    assert json.loads(row[\\\"summary_json\\\"]) == {\\\"safe\\\": \\\"aggregate\\\"}\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM positions_snapshot\\\").fetchone()[\\\"n\\\"] == 0\\n\\n\\ndef test_import_wizard_manual_review_and_data_quality_pages_import_and_render() -> None:\\n    c = conn()\\n    create_instrument_mapping(c, source_platform=\\\"PostFinance\\\", source_label=\\\"Unknown ETF\\\", asset_class=\\\"etf\\\", currency=\\\"USD\\\")\\n    st = FakeStreamlit()\\n    for module in [page_14_import_wizard, page_15_manual_review_queue, page_16_data_quality_center]:\\n        module.render(st, c)\\n    assert any(call[0] == \\\"title\\\" for call in st.calls)\\n\\n\\ndef test_manual_review_queue_loads_open_mapping_problems() -> None:\\n    c = conn()\\n    create_instrument_mapping(c, source_platform=\\\"PostFinance\\\", source_label=\\\"Unknown ETF\\\", asset_class=\\\"etf\\\")\\n    rows = get_manual_review_queue(c)\\n    assert rows\\n    assert rows[0][\\\"item_type\\\"] == \\\"instrument_mapping\\\"\\n\\n\\ndef test_data_quality_center_reports_missing_isin_fx_and_prices() -> None:\\n    c = conn()\\n    create_instrument_mapping(c, source_platform=\\\"True Wealth\\\", source_label=\\\"Unknown USD ETF\\\", asset_class=\\\"etf\\\", currency=\\\"USD\\\")\\n    c.execute(\\\"UPDATE instrument_mappings SET quality_flags_json=?\\\", (json.dumps([\\\"missing_fx\\\", \\\"snapshot_only\\\", \\\"cost_basis_uncertain\\\"]),))\\n    rows = dashboard_data.get_data_quality(c)\\n    checks = {row[\\\"check\\\"]: row[\\\"count\\\"] for row in rows}\\n    assert checks[\\\"fehlende ISIN\\\"] == \\\"1\\\"\\n    assert checks[\\\"fehlende FX in Import-Reviews\\\"] == \\\"1\\\"\\n    assert \\\"fehlende Crypto-Preise\\\" in checks\\n\\n\\ndef test_read_only_mode_blocks_commit_actions() -> None:\\n    with pytest.raises(PermissionError):\\n        assert_write_enabled(write_enabled=False)\\n\\n\\ndef test_audit_log_created_when_manual_mapping_confirmed() -> None:\\n    c = conn()\\n    instrument_id = seed_instrument(c)\\n    result = create_instrument_mapping(c, source_platform=\\\"PostFinance\\\", source_label=\\\"Manual ETF\\\", asset_class=\\\"etf\\\", ticker=\\\"MAN\\\", currency=\\\"CHF\\\")\\n    audit_id = confirm_instrument_mapping(c, mapping_id=result[\\\"mapping_id\\\"], instrument_id=instrument_id, note=\\\"Synthetic manual confirmation\\\")\\n    assert audit_id\\n    assert c.execute(\\\"SELECT COUNT(*) AS n FROM audit_log WHERE entity_id=?\\\", (result[\\\"mapping_id\\\"],)).fetchone()[\\\"n\\\"] == 1\\n\\n\\ndef test_no_real_files_created_in_repo(tmp_path: Path) -> None:\\n    c = conn()\\n    create_broker_import_dry_run(c, DryRunInput(source_platform=\\\"Raiffeisen\\\", source_file_type=\\\"xlsx\\\", source_filename=\\\"redacted.xlsx\\\", rows_total=1))\\n    assert not any(tmp_path.rglob(\\\"*.xlsx\\\"))\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_broker_mapping_import_wizard.py\"}"
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    {
      "role": "tool",
      "content": "{\"output\": \"src/jarvis_finance/dashboard/data.py           | 48 ++++++++++---\\n src/jarvis_finance/dashboard/pages/__init__.py |  6 ++\\n src/jarvis_finance/storage/migrations.py       | 98 ++++++++++++++++++++++----\\n tests/unit/test_schema.py                      |  8 +--\\n 4 files changed, 133 insertions(+), 27 deletions(-)\\ndiff --git a/src/jarvis_finance/storage/migrations.py b/src/jarvis_finance/storage/migrations.py\\nindex 8fb64f2..9c1f3b9 100644\\n--- a/src/jarvis_finance/storage/migrations.py\\n+++ b/src/jarvis_finance/storage/migrations.py\\n@@ -6,8 +6,8 @@ from sqlite3 import Connection\\n \\n from .schema import INITIAL_SCHEMA_SQL\\n \\n-MIGRATION_VERSION = 3\\n-MIGRATION_NAME = \\\"003_broker_bank_mapping_foundation\\\"\\n+MIGRATION_VERSION = 4\\n+MIGRATION_NAME = \\\"004_import_wizard_mapping_layer\\\"\\n \\n INSTRUMENT_OPTIONAL_COLUMNS = {\\n     \\\"position_category\\\": \\\"TEXT\\\",\\n@@ -84,60 +84,128 @@ def 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NOT NULL,\\n+            isin TEXT,\\n+            ticker TEXT,\\n+            exchange TEXT,\\n+            currency TEXT,\\n+            asset_class TEXT NOT NULL DEFAULT 'other',\\n             source_instrument_name TEXT,\\n             source_isin TEXT,\\n             source_ticker TEXT,\\n             source_exchange TEXT,\\n             source_currency TEXT,\\n             instrument_id TEXT REFERENCES instruments(instrument_id),\\n-            mapping_status TEXT NOT NULL DEFAULT 'unmapped',\\n+            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n+            confidence TEXT NOT NULL DEFAULT '0',\\n             quality_flags_json TEXT,\\n             notes TEXT,\\n             created_at TEXT NOT NULL,\\n-            updated_at TEXT,\\n-            UNIQUE(source_name, source_isin, source_ticker, source_instrument_name, source_currency)\\n+            updated_at TEXT\\n         );\\n \\n         CREATE TABLE IF NOT EXISTS platform_account_mappings (\\n             mapping_id TEXT PRIMARY KEY,\\n-            source_name TEXT NOT NULL,\\n+            source_name TEXT,\\n+            source_platform TEXT NOT NULL,\\n             source_platform_label TEXT,\\n-            source_account_label TEXT,\\n+            source_account_label TEXT NOT NULL,\\n+            normalized_platform TEXT NOT NULL,\\n+            normalized_account_name TEXT NOT NULL,\\n             source_account_type TEXT,\\n+            account_type TEXT NOT NULL DEFAULT 'other',\\n             source_currency TEXT,\\n+            currency TEXT,\\n             platform_id TEXT REFERENCES platforms(platform_id),\\n             account_id TEXT REFERENCES accounts(account_id),\\n-            mapping_status TEXT NOT NULL DEFAULT 'unmapped',\\n+            internal_platform_id TEXT REFERENCES platforms(platform_id),\\n+            internal_account_id TEXT REFERENCES accounts(account_id),\\n+            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n             quality_flags_json TEXT,\\n             notes TEXT,\\n             created_at TEXT NOT NULL,\\n-            updated_at TEXT,\\n-            UNIQUE(source_name, source_platform_label, source_account_label, source_currency)\\n+            updated_at TEXT\\n         );\\n \\n         CREATE TABLE IF NOT EXISTS broker_import_dry_runs (\\n             dry_run_id TEXT PRIMARY KEY,\\n-            source_name TEXT NOT NULL,\\n-            source_file_label TEXT NOT NULL,\\n+            source_name TEXT,\\n+            source_platform TEXT NOT NULL,\\n+            source_file_label TEXT,\\n             source_file_type TEXT NOT NULL,\\n             source_hash TEXT,\\n+            source_filename_hash TEXT,\\n+            detected_snapshot_date TEXT,\\n+            snapshot_date_status TEXT NOT NULL DEFAULT 'missing',\\n             detected_sections_json TEXT NOT NULL,\\n-            field_coverage_json TEXT NOT NULL,\\n-            quality_flags_json TEXT NOT NULL,\\n+            field_coverage_json TEXT,\\n             rows_total INTEGER NOT NULL DEFAULT 0,\\n             rows_position_candidates INTEGER NOT NULL DEFAULT 0,\\n             rows_cash_candidates INTEGER NOT NULL DEFAULT 0,\\n+            candidate_positions INTEGER NOT NULL DEFAULT 0,\\n+            candidate_cash_rows INTEGER NOT NULL DEFAULT 0,\\n+            mapped_positions INTEGER NOT NULL DEFAULT 0,\\n+            blocked_positions INTEGER NOT NULL DEFAULT 0,\\n+            warnings_count INTEGER NOT NULL DEFAULT 0,\\n+            errors_count INTEGER NOT NULL DEFAULT 0,\\n+            quality_flags_json TEXT NOT NULL,\\n+            summary_json TEXT NOT NULL DEFAULT '{}',\\n             created_at TEXT NOT NULL,\\n             notes TEXT\\n         );\\n         \\\"\\\"\\\"\\n     )\\n+    _add_missing_columns(conn, \\\"instrument_mappings\\\", {\\n+        \\\"source_name\\\": \\\"TEXT\\\",\\n+        \\\"source_platform\\\": \\\"TEXT\\\",\\n+        \\\"source_account\\\": \\\"TEXT\\\",\\n+        \\\"source_label\\\": \\\"TEXT\\\",\\n+        \\\"normalized_name\\\": \\\"TEXT\\\",\\n+        \\\"isin\\\": \\\"TEXT\\\",\\n+        \\\"ticker\\\": \\\"TEXT\\\",\\n+        \\\"exchange\\\": \\\"TEXT\\\",\\n+        \\\"currency\\\": \\\"TEXT\\\",\\n+        \\\"asset_class\\\": \\\"TEXT DEFAULT 'other'\\\",\\n+        \\\"confidence\\\": \\\"TEXT DEFAULT '0'\\\",\\n+    })\\n+    _add_missing_columns(conn, \\\"platform_account_mappings\\\", {\\n+        \\\"source_platform\\\": \\\"TEXT\\\",\\n+        \\\"normalized_platform\\\": \\\"TEXT\\\",\\n+        \\\"normalized_account_name\\\": \\\"TEXT\\\",\\n+        \\\"account_type\\\": \\\"TEXT DEFAULT 'other'\\\",\\n+        \\\"currency\\\": \\\"TEXT\\\",\\n+        \\\"internal_platform_id\\\": \\\"TEXT\\\",\\n+        \\\"internal_account_id\\\": \\\"TEXT\\\",\\n+    })\\n+    _add_missing_columns(conn, \\\"broker_import_dry_runs\\\", {\\n+        \\\"source_platform\\\": \\\"TEXT\\\",\\n+        \\\"source_filename_hash\\\": \\\"TEXT\\\",\\n+        \\\"detected_snapshot_date\\\": \\\"TEXT\\\",\\n+        \\\"snapshot_date_status\\\": \\\"TEXT DEFAULT 'missing'\\\",\\n+        \\\"candidate_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"candidate_cash_rows\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"mapped_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"blocked_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"warnings_count\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"errors_count\\\": \\\"INTEGER DEFAULT 0\\\",\\n+        \\\"summary_json\\\": \\\"TEXT DEFAULT '{}'\\\",\\n+    })\\n \\n def _apply_compat_migrations(conn: Connection) -> None:\\n     _add_missing_instrument_columns(conn)\", \"exit_code\": 0, \"error\": null}",
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            "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\"}"
          }
        }
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      "finish_reason": "tool_calls",
      "reasoning": "**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.",
      "reasoning_content": "**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.",
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          "summary": [
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              "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."
            }
          ]
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      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"........................................................................ [ 53%]\\n..............................................................           [100%]\\n134 passed in 3.77s\\nGIT_SAFETY_OK\\n## main...origin/main [voraus 1]\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_sW0JkbBy4n7MRpkYkhok5rK1"
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      "content": "",
      "tool_calls": [
        {
          "id": "call_KOGSXn0PgIUuo98Vv71YziN1",
          "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().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=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"
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    {
      "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\"}]}"
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      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"todos\": [{\"id\": \"b1-1\", \"content\": \"Schema/Modelle für Instrument-, Account-Mapping und Broker Dry-Run Phase B1 erweitern\", \"status\": \"completed\"}, {\"id\": \"b1-2\", \"content\": \"Import Wizard, Manual Review Queue, Data Quality Center, Safe Mode UI als Dashboard-Seiten/MVP implementieren\", \"status\": \"completed\"}, {\"id\": \"b1-3\", \"content\": \"Tests für Mapping, Dry-Run, Review, DQ, Read-only, Audit und Git-Safety ergänzen\", \"status\": \"completed\"}, {\"id\": \"b1-4\", \"content\": \"Compile, pytest, Git-Safety, Status, Commit und Push durchführen\", \"status\": \"completed\"}], \"summary\": {\"total\": 4, \"pending\": 0, \"in_progress\": 0, \"completed\": 4, \"cancelled\": 0}}",
      "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."
            }
          ],
          "id": "msg_0c76e56576ffc0fb016a06ded8c58c819180f6b9eb997debc9",
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      "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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      "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, and `references/import-wizard-mapping-layer.md` for the Phase B1 import wizard, instrument/account mapping, review queue, data-quality and read-only safety pattern. 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`.\\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. 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    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|from datetime import datetime, timezone\\n     5|from sqlite3 import Connection\\n     6|\\n     7|from .schema import INITIAL_SCHEMA_SQL\\n     8|\\n     9|MIGRATION_VERSION = 4\\n    10|MIGRATION_NAME = \\\"004_import_wizard_mapping_layer\\\"\\n    11|\\n    12|INSTRUMENT_OPTIONAL_COLUMNS = {\\n    13|    \\\"position_category\\\": \\\"TEXT\\\",\\n    14|    \\\"ter\\\": \\\"TEXT\\\",\\n    15|    \\\"distribution_policy\\\": \\\"TEXT\\\",\\n    16|    \\\"index_name\\\": \\\"TEXT\\\",\\n    17|    \\\"fund_domicile\\\": \\\"TEXT\\\",\\n    18|    \\\"benchmark\\\": \\\"TEXT\\\",\\n    19|}\\n    20|\\n    21|TEXT_AFFINITY_COLUMNS = {\\n    22|    \\\"transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_original\\\", \\\"tax_original\\\", \\\"net_amount_original\\\", \\\"fx_rate_to_chf\\\", \\\"gross_amount_chf\\\", \\\"fee_chf\\\", \\\"tax_chf\\\", \\\"net_amount_chf\\\"},\\n    23|    \\\"crypto_holdings\\\": {\\\"quantity\\\", \\\"legacy_snapshot_value_original\\\", \\\"legacy_snapshot_value_chf\\\"},\\n    24|    \\\"crypto_transactions\\\": {\\\"quantity\\\", \\\"price_original\\\", \\\"gross_amount_original\\\", \\\"fee_quantity\\\", \\\"fee_original\\\", \\\"fx_rate_to_chf\\\", \\\"amount_chf\\\"},\\n    25|    \\\"crypto_prices\\\": {\\\"price\\\", \\\"market_cap\\\", \\\"volume_24h\\\", \\\"change_24h_pct\\\"},\\n    26|}\\n    27|\\n    28|\\n    29|def utc_now() -> str:\\n    30|    return datetime.now(timezone.utc).isoformat()\\n    31|\\n    32|\\n    33|def checksum_sql(sql: str) -> str:\\n    34|    return hashlib.sha256(sql.encode(\\\"utf-8\\\")).hexdigest()\\n    35|\\n    36|\\n    37|def get_schema_version(conn: Connection) -> int:\\n    38|    row = conn.execute(\\\"SELECT MAX(version) AS version FROM schema_migrations\\\").fetchone()\\n    39|    return int(row[\\\"version\\\"] or 0) if row else 0\\n    40|\\n    41|\\n    42|def _table_columns(conn: Connection, table: str) -> dict[str, str]:\\n    43|    return {row[\\\"name\\\"]: (row[\\\"type\\\"] or \\\"\\\") for row in conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()}\\n    44|\\n    45|\\n    46|def _add_missing_instrument_columns(conn: Connection) -> None:\\n    47|    existing = _table_columns(conn, \\\"instruments\\\")\\n    48|    for name, col_type in INSTRUMENT_OPTIONAL_COLUMNS.items():\\n    49|        if name not in existing:\\n    50|            conn.execute(f\\\"ALTER TABLE instruments ADD COLUMN {name} {col_type}\\\")\\n    51|\\n    52|\\n    53|def _rebuild_table_with_text_columns(conn: Connection, table: str, text_columns: set[str]) -> None:\\n    54|    cols = conn.execute(f\\\"PRAGMA table_info({table})\\\").fetchall()\\n    55|    if not cols:\\n    56|        return\\n    57|    needs_rebuild = any(row[\\\"name\\\"] in text_columns and (row[\\\"type\\\"] or \\\"\\\").upper() != \\\"TEXT\\\" for row in cols)\\n    58|    if not needs_rebuild:\\n    59|        return\\n    60|    tmp = f\\\"{table}__text_migration\\\"\\n    61|    col_defs: list[str] = []\\n    62|    pk_cols = [row[\\\"name\\\"] for row in cols if row[\\\"pk\\\"]]\\n    63|    for row in cols:\\n    64|        name = row[\\\"name\\\"]\\n    65|        col_type = \\\"TEXT\\\" if name in text_columns else (row[\\\"type\\\"] or \\\"TEXT\\\")\\n    66|        parts = [name, col_type]\\n    67|        if row[\\\"pk\\\"] and len(pk_cols) == 1:\\n    68|            parts.append(\\\"PRIMARY KEY\\\")\\n    69|        if row[\\\"notnull\\\"]:\\n    70|            parts.append(\\\"NOT NULL\\\")\\n    71|        if row[\\\"dflt_value\\\"] is not None:\\n    72|            parts.append(f\\\"DEFAULT {row['dflt_value']}\\\")\\n    73|        col_defs.append(\\\" \\\".join(parts))\\n    74|    if len(pk_cols) > 1:\\n    75|        col_defs.append(\\\"PRIMARY KEY (\\\" + \\\", \\\".join(pk_cols) + \\\")\\\")\\n    76|    conn.execute(f\\\"DROP TABLE IF EXISTS {tmp}\\\")\\n    77|    conn.execute(f\\\"CREATE TABLE {tmp} (\\\" + \\\", \\\".join(col_defs) + \\\")\\\")\\n    78|    names = [row[\\\"name\\\"] for row in cols]\\n    79|    select_exprs = [f\\\"CAST({name} AS TEXT)\\\" if name in text_columns else name for name in names]\\n    80|    conn.execute(f\\\"INSERT INTO {tmp} ({', '.join(names)}) SELECT {', '.join(select_exprs)} FROM {table}\\\")\\n    81|    conn.execute(f\\\"DROP TABLE {table}\\\")\\n    82|    conn.execute(f\\\"ALTER TABLE {tmp} RENAME TO {table}\\\")\\n    83|    if table == \\\"crypto_holdings\\\":\\n    84|        conn.execute(\\\"CREATE UNIQUE INDEX IF NOT EXISTS idx_crypto_holdings_asset_wallet ON crypto_holdings(asset_id, wallet_id)\\\")\\n    85|\\n    86|\\n    87|def _add_missing_columns(conn: Connection, table: str, columns: dict[str, str]) -> None:\\n    88|    existing = _table_columns(conn, table)\\n    89|    for name, col_type in columns.items():\\n    90|        if name not in existing:\\n    91|            conn.execute(f\\\"ALTER TABLE {table} ADD COLUMN {name} {col_type}\\\")\\n    92|\\n    93|\\n    94|def _create_broker_bank_mapping_tables(conn: Connection) -> None:\\n    95|    conn.executescript(\\n    96|        \\\"\\\"\\\"\\n    97|        CREATE TABLE IF NOT EXISTS instrument_mappings (\\n    98|            mapping_id TEXT PRIMARY KEY,\\n    99|            source_name TEXT,\\n   100|            source_platform TEXT NOT NULL,\\n   101|            source_account TEXT,\\n   102|            source_label TEXT NOT NULL,\\n   103|            normalized_name TEXT NOT NULL,\\n   104|            isin TEXT,\\n   105|            ticker TEXT,\\n   106|            exchange TEXT,\\n   107|            currency TEXT,\\n   108|            asset_class TEXT NOT NULL DEFAULT 'other',\\n   109|            source_instrument_name TEXT,\\n   110|            source_isin TEXT,\\n   111|            source_ticker TEXT,\\n   112|            source_exchange TEXT,\\n   113|            source_currency TEXT,\\n   114|            instrument_id TEXT REFERENCES instruments(instrument_id),\\n   115|            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n   116|            confidence TEXT NOT NULL DEFAULT '0',\\n   117|            quality_flags_json TEXT,\\n   118|            notes TEXT,\\n   119|            created_at TEXT NOT NULL,\\n   120|            updated_at TEXT\\n   121|        );\\n   122|\\n   123|        CREATE TABLE IF NOT EXISTS platform_account_mappings (\\n   124|            mapping_id TEXT PRIMARY KEY,\\n   125|            source_name TEXT,\\n   126|            source_platform TEXT NOT NULL,\\n   127|            source_platform_label TEXT,\\n   128|            source_account_label TEXT NOT NULL,\\n   129|            normalized_platform TEXT NOT NULL,\\n   130|            normalized_account_name TEXT NOT NULL,\\n   131|            source_account_type TEXT,\\n   132|            account_type TEXT NOT NULL DEFAULT 'other',\\n   133|            source_currency TEXT,\\n   134|            currency TEXT,\\n   135|            platform_id TEXT REFERENCES platforms(platform_id),\\n   136|            account_id TEXT REFERENCES accounts(account_id),\\n   137|            internal_platform_id TEXT REFERENCES platforms(platform_id),\\n   138|            internal_account_id TEXT REFERENCES accounts(account_id),\\n   139|            mapping_status TEXT NOT NULL DEFAULT 'needs_manual_review',\\n   140|            quality_flags_json TEXT,\\n   141|            notes TEXT,\\n   142|            created_at TEXT NOT NULL,\\n   143|            updated_at TEXT\\n   144|        );\\n   145|\\n   146|        CREATE TABLE IF NOT EXISTS broker_import_dry_runs (\\n   147|            dry_run_id TEXT PRIMARY KEY,\\n   148|            source_name TEXT,\\n   149|            source_platform TEXT NOT NULL,\\n   150|            source_file_label TEXT,\\n   151|            source_file_type TEXT NOT NULL,\\n   152|            source_hash TEXT,\\n   153|            source_filename_hash TEXT,\\n   154|            detected_snapshot_date TEXT,\\n   155|            snapshot_date_status TEXT NOT NULL DEFAULT 'missing',\\n   156|            detected_sections_json TEXT NOT NULL,\\n   157|            field_coverage_json TEXT,\\n   158|            rows_total INTEGER NOT NULL DEFAULT 0,\\n   159|            rows_position_candidates INTEGER NOT NULL DEFAULT 0,\\n   160|            rows_cash_candidates INTEGER NOT NULL DEFAULT 0,\\n   161|            candidate_positions INTEGER NOT NULL DEFAULT 0,\\n   162|            candidate_cash_rows INTEGER NOT NULL DEFAULT 0,\\n   163|            mapped_positions INTEGER NOT NULL DEFAULT 0,\\n   164|            blocked_positions INTEGER NOT NULL DEFAULT 0,\\n   165|            warnings_count INTEGER NOT NULL DEFAULT 0,\\n   166|            errors_count INTEGER NOT NULL DEFAULT 0,\\n   167|            quality_flags_json TEXT NOT NULL,\\n   168|            summary_json TEXT NOT NULL DEFAULT '{}',\\n   169|            created_at TEXT NOT NULL,\\n   170|            notes TEXT\\n   171|        );\\n   172|        \\\"\\\"\\\"\\n   173|    )\\n   174|    _add_missing_columns(conn, \\\"instrument_mappings\\\", {\\n   175|        \\\"source_name\\\": \\\"TEXT\\\",\\n   176|        \\\"source_platform\\\": \\\"TEXT\\\",\\n   177|        \\\"source_account\\\": \\\"TEXT\\\",\\n   178|        \\\"source_label\\\": \\\"TEXT\\\",\\n   179|        \\\"normalized_name\\\": \\\"TEXT\\\",\\n   180|        \\\"isin\\\": \\\"TEXT\\\",\\n   181|        \\\"ticker\\\": \\\"TEXT\\\",\\n   182|        \\\"exchange\\\": \\\"TEXT\\\",\\n   183|        \\\"currency\\\": \\\"TEXT\\\",\\n   184|        \\\"asset_class\\\": \\\"TEXT DEFAULT 'other'\\\",\\n   185|        \\\"confidence\\\": \\\"TEXT DEFAULT '0'\\\",\\n   186|    })\\n   187|    _add_missing_columns(conn, \\\"platform_account_mappings\\\", {\\n   188|        \\\"source_platform\\\": \\\"TEXT\\\",\\n   189|        \\\"normalized_platform\\\": \\\"TEXT\\\",\\n   190|        \\\"normalized_account_name\\\": \\\"TEXT\\\",\\n   191|        \\\"account_type\\\": \\\"TEXT DEFAULT 'other'\\\",\\n   192|        \\\"currency\\\": \\\"TEXT\\\",\\n   193|        \\\"internal_platform_id\\\": \\\"TEXT\\\",\\n   194|        \\\"internal_account_id\\\": \\\"TEXT\\\",\\n   195|    })\\n   196|    _add_missing_columns(conn, \\\"broker_import_dry_runs\\\", {\\n   197|        \\\"source_platform\\\": \\\"TEXT\\\",\\n   198|        \\\"source_filename_hash\\\": \\\"TEXT\\\",\\n   199|        \\\"detected_snapshot_date\\\": \\\"TEXT\\\",\\n   200|        \\\"snapshot_date_status\\\": \\\"TEXT DEFAULT 'missing'\\\",\\n   201|        \\\"candidate_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n   202|        \\\"candidate_cash_rows\\\": \\\"INTEGER DEFAULT 0\\\",\\n   203|        \\\"mapped_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n   204|        \\\"blocked_positions\\\": \\\"INTEGER DEFAULT 0\\\",\\n   205|        \\\"warnings_count\\\": \\\"INTEGER DEFAULT 0\\\",\\n   206|        \\\"errors_count\\\": \\\"INTEGER DEFAULT 0\\\",\\n   207|        \\\"summary_json\\\": \\\"TEXT DEFAULT '{}'\\\",\\n   208|    })\\n   209|\\n   210|def _apply_compat_migrations(conn: Connection) -> None:\\n   211|    _add_missing_instrument_columns(conn)\\n   212|    for table, text_columns in TEXT_AFFINITY_COLUMNS.items():\\n   213|        _rebuild_table_with_text_columns(conn, table, text_columns)\\n   214|    _create_broker_bank_mapping_tables(conn)\\n   215|\\n   216|\\n   217|def apply_migrations(conn: Connection) -> None:\\n   218|    conn.executescript(INITIAL_SCHEMA_SQL)\\n   219|    existing_initial = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = 1\\\").fetchone()\\n   220|    if not existing_initial:\\n   221|        conn.execute(\\n   222|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n   223|            (1, \\\"001_initial_schema\\\", utc_now(), checksum_sql(INITIAL_SCHEMA_SQL)),\\n   224|        )\\n   225|    _apply_compat_migrations(conn)\\n   226|    existing = conn.execute(\\\"SELECT 1 FROM schema_migrations WHERE version = ?\\\", (MIGRATION_VERSION,)).fetchone()\\n   227|    if not existing:\\n   228|        conn.execute(\\n   229|            \\\"INSERT INTO schema_migrations(version, name, applied_at, checksum) VALUES (?, ?, ?, ?)\\\",\\n   230|            (MIGRATION_VERSION, MIGRATION_NAME, utc_now(), checksum_sql(MIGRATION_NAME)),\\n   231|        )\\n   232|    conn.commit()\\n   233|\", \"total_lines\": 232, \"file_size\": 9518, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_xG1flAZXb0gqxI2jNZMXuYwk"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|import hashlib\\n     4|import json\\n     5|import re\\n     6|import uuid\\n     7|from dataclasses import dataclass\\n     8|from datetime import datetime, timezone\\n     9|from pathlib import Path\\n    10|from sqlite3 import Connection\\n    11|from typing import Any\\n    12|\\n    13|from jarvis_finance.audit.log import record_audit_event\\n    14|\\n    15|SOURCE_PLATFORMS = {\\\"PostFinance\\\", \\\"True Wealth\\\", \\\"Raiffeisen\\\", \\\"Manuell / Sonstige\\\"}\\n    16|ACCOUNT_TYPES = {\\\"brokerage\\\", \\\"cash\\\", \\\"robo_portfolio\\\", \\\"reserve\\\", \\\"other\\\"}\\n    17|ASSET_CLASSES = {\\\"equity\\\", \\\"etf\\\", \\\"cash\\\", \\\"other\\\"}\\n    18|REVIEW_STATUSES = {\\\"needs_manual_review\\\", \\\"missing_isin\\\", \\\"missing_ticker\\\", \\\"ambiguous\\\"}\\n    19|\\n    20|\\n    21|def utc_now() -> str:\\n    22|    return datetime.now(timezone.utc).isoformat()\\n    23|\\n    24|\\n    25|def normalize_name(value: str | None) -> str:\\n    26|    text = (value or \\\"\\\").strip().lower()\\n    27|    text = re.sub(r\\\"[^a-z0-9äöüéèàç]+\\\", \\\" \\\", text, flags=re.IGNORECASE)\\n    28|    return re.sub(r\\\"\\\\s+\\\", \\\" \\\", text).strip()\\n    29|\\n    30|\\n    31|def _json(data: dict[str, Any] | list[Any] | None) -> str:\\n    32|    return json.dumps(data or {}, ensure_ascii=False, sort_keys=True)\\n    33|\\n    34|\\n    35|def _hash_label(value: str | bytes | Path) -> str:\\n    36|    if isinstance(value, Path):\\n    37|        return hashlib.sha256(value.read_bytes()).hexdigest()\\n    38|    if isinstance(value, bytes):\\n    39|        return hashlib.sha256(value).hexdigest()\\n    40|    return hashlib.sha256(str(value).encode(\\\"utf-8\\\")).hexdigest()\\n    41|\\n    42|\\n    43|def _first_matching_instrument(conn: Connection, *, isin: str | None, ticker: str | None, exchange: str | None, currency: str | None) -> str | None:\\n    44|    if isin:\\n    45|        row = conn.execute(\\\"SELECT instrument_id FROM instruments WHERE upper(isin)=upper(?) AND is_active=1 ORDER BY created_at LIMIT 1\\\", (isin,)).fetchone()\\n    46|        if row:\\n    47|            return row[\\\"instrument_id\\\"]\\n    48|    if ticker and exchange:\\n    49|        row = conn.execute(\\n    50|            \\\"\\\"\\\"\\n    51|            SELECT instrument_id FROM instruments\\n    52|            WHERE upper(ticker)=upper(?) AND upper(COALESCE(exchange,''))=upper(?)\\n    53|              AND (? IS NULL OR upper(currency)=upper(?)) AND is_active=1\\n    54|            ORDER BY created_at LIMIT 1\\n    55|            \\\"\\\"\\\",\\n    56|            (ticker, exchange, currency, currency),\\n    57|        ).fetchone()\\n    58|        if row:\\n    59|            return row[\\\"instrument_id\\\"]\\n    60|    return None\\n    61|\\n    62|\\n    63|def classify_instrument_mapping(\\n    64|    conn: Connection,\\n    65|    *,\\n    66|    asset_class: str,\\n    67|    source_label: str,\\n    68|    isin: str | None = None,\\n    69|    ticker: str | None = None,\\n    70|    exchange: str | None = None,\\n    71|    currency: str | None = None,\\n    72|) -> tuple[str, str, str | None, list[str]]:\\n    73|    flags: list[str] = []\\n    74|    asset = asset_class if asset_class in ASSET_CLASSES else \\\"other\\\"\\n    75|    instrument_id = _first_matching_instrument(conn, isin=isin, ticker=ticker, exchange=exchange, currency=currency)\\n    76|    if asset == \\\"cash\\\":\\n    77|        return \\\"mapped\\\", \\\"0.90\\\", instrument_id, flags\\n    78|    if asset in {\\\"equity\\\", \\\"etf\\\"}:\\n    79|        if isin and instrument_id:\\n    80|            return \\\"mapped\\\", \\\"0.98\\\", instrument_id, flags\\n    81|        if isin and not instrument_id:\\n    82|            flags.append(\\\"needs_manual_review\\\")\\n    83|            return \\\"needs_manual_review\\\", \\\"0.60\\\", None, flags\\n    84|        flags.append(\\\"missing_isin\\\")\\n    85|        if ticker and exchange and instrument_id:\\n    86|            flags.append(\\\"ticker_exchange_fallback_requires_review\\\")\\n    87|            return \\\"needs_manual_review\\\", \\\"0.75\\\", instrument_id, flags\\n    88|        if not ticker:\\n    89|            flags.append(\\\"missing_ticker\\\")\\n    90|        if source_label and not ticker:\\n    91|            flags.append(\\\"name_only_not_auto_mapped\\\")\\n    92|        return \\\"needs_manual_review\\\", \\\"0.20\\\", None, flags\\n    93|    if not isin and not ticker:\\n    94|        flags.append(\\\"name_only_not_auto_mapped\\\")\\n    95|        return \\\"needs_manual_review\\\", \\\"0.10\\\", None, flags\\n    96|    return \\\"needs_manual_review\\\", \\\"0.40\\\", instrument_id, flags\\n    97|\\n    98|\\n    99|def create_instrument_mapping(\\n   100|    conn: Connection,\\n   101|    *,\\n   102|    source_platform: str,\\n   103|    source_label: str,\\n   104|    asset_class: str = \\\"other\\\",\\n   105|    source_account: str | None = None,\\n   106|    isin: str | None = None,\\n   107|    ticker: str | None = None,\\n   108|    exchange: str | None = None,\\n   109|    currency: str | None = None,\\n   110|    notes: str | None = None,\\n   111|) -> dict[str, Any]:\\n   112|    normalized = normalize_name(source_label)\\n   113|    status, confidence, instrument_id, flags = classify_instrument_mapping(\\n   114|        conn,\\n   115|        asset_class=asset_class,\\n   116|        source_label=source_label,\\n   117|        isin=isin,\\n   118|        ticker=ticker,\\n   119|        exchange=exchange,\\n   120|        currency=currency,\\n   121|    )\\n   122|    mapping_id = str(uuid.uuid4())\\n   123|    now = utc_now()\\n   124|    conn.execute(\\n   125|        \\\"\\\"\\\"\\n   126|        INSERT INTO instrument_mappings(\\n   127|            mapping_id, source_name, source_platform, source_account, source_label, normalized_name,\\n   128|            isin, ticker, exchange, currency, asset_class, source_instrument_name,\\n   129|            source_isin, source_ticker, source_exchange, source_currency, instrument_id,\\n   130|            mapping_status, confidence, quality_flags_json, notes, created_at, updated_at\\n   131|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n   132|        \\\"\\\"\\\",\\n   133|        (\\n   134|            mapping_id, source_platform, source_platform, source_account, source_label, normalized,\\n   135|            isin, ticker, exchange, currency, asset_class, source_label,\\n   136|            isin, ticker, exchange, currency, instrument_id,\\n   137|            status, confidence, _json(flags), notes, now, now,\\n   138|        ),\\n   139|    )\\n   140|    return {\\\"mapping_id\\\": mapping_id, \\\"mapping_status\\\": status, \\\"confidence\\\": confidence, \\\"instrument_id\\\": instrument_id, \\\"quality_flags\\\": flags}\\n   141|\\n   142|\\n   143|def confirm_instrument_mapping(\\n   144|    conn: Connection,\\n   145|    *,\\n   146|    mapping_id: str,\\n   147|    instrument_id: str,\\n   148|    note: str,\\n   149|    created_by: str = \\\"manual_review\\\",\\n   150|) -> str:\\n   151|    if not note or not note.strip():\\n   152|        raise ValueError(\\\"Manual mapping confirmation requires a note\\\")\\n   153|    row = conn.execute(\\\"SELECT * FROM instrument_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone()\\n   154|    if not row:\\n   155|        raise ValueError(\\\"instrument mapping not found\\\")\\n   156|    old = dict(row)\\n   157|    now = utc_now()\\n   158|    conn.execute(\\n   159|        \\\"UPDATE instrument_mappings SET instrument_id=?, mapping_status='mapped', confidence='1.00', notes=?, updated_at=? WHERE mapping_id=?\\\",\\n   160|        (instrument_id, note, now, mapping_id),\\n   161|    )\\n   162|    audit_id = record_audit_event(\\n   163|        conn,\\n   164|        source=\\\"manual_review_queue\\\",\\n   165|        action=\\\"confirm_instrument_mapping\\\",\\n   166|        entity_type=\\\"instrument_mapping\\\",\\n   167|        entity_id=mapping_id,\\n   168|        old_values={\\\"mapping_status\\\": old.get(\\\"mapping_status\\\"), \\\"instrument_id\\\": old.get(\\\"instrument_id\\\")},\\n   169|        new_values={\\\"mapping_status\\\": \\\"mapped\\\", \\\"instrument_id\\\": instrument_id},\\n   170|        user_text_note=note,\\n   171|        confirmed=True,\\n   172|        created_by=created_by,\\n   173|    )\\n   174|    return audit_id\\n   175|\\n   176|\\n   177|def create_platform_account_mapping(\\n   178|    conn: Connection,\\n   179|    *,\\n   180|    source_platform: str,\\n   181|    source_account_label: str,\\n   182|    account_type: str = \\\"other\\\",\\n   183|    currency: str | None = None,\\n   184|    internal_platform_id: str | None = None,\\n   185|    internal_account_id: str | None = None,\\n   186|    notes: str | None = None,\\n   187|) -> dict[str, Any]:\\n   188|    if source_platform not in SOURCE_PLATFORMS:\\n   189|        raise ValueError(\\\"unsupported source_platform\\\")\\n   190|    acct_type = account_type if account_type in ACCOUNT_TYPES else \\\"other\\\"\\n   191|    flags: list[str] = []\\n   192|    if source_platform == \\\"Raiffeisen\\\" and acct_type not in {\\\"cash\\\", \\\"reserve\\\", \\\"other\\\"}:\\n   193|        flags.append(\\\"raiffeisen_instrument_detail_missing\\\")\\n   194|        acct_type = \\\"cash\\\"\\n   195|    status = \\\"mapped\\\" if internal_platform_id and internal_account_id else \\\"needs_manual_review\\\"\\n   196|    mapping_id = str(uuid.uuid4())\\n   197|    now = utc_now()\\n   198|    conn.execute(\\n   199|        \\\"\\\"\\\"\\n   200|        INSERT INTO platform_account_mappings(\\n   201|            mapping_id, source_name, source_platform, source_platform_label, source_account_label,\\n   202|            normalized_platform, normalized_account_name, source_account_type, account_type,\\n   203|            source_currency, currency, platform_id, account_id, internal_platform_id,\\n   204|            internal_account_id, mapping_status, quality_flags_json, notes, created_at, updated_at\\n   205|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n   206|        \\\"\\\"\\\",\\n   207|        (\\n   208|            mapping_id, source_platform, source_platform, source_platform, source_account_label,\\n   209|            normalize_name(source_platform), normalize_name(source_account_label), acct_type, acct_type,\\n   210|            currency, currency, internal_platform_id, internal_account_id, internal_platform_id,\\n   211|            internal_account_id, status, _json(flags), notes, now, now,\\n   212|        ),\\n   213|    )\\n   214|    return {\\\"mapping_id\\\": mapping_id, \\\"mapping_status\\\": status, \\\"account_type\\\": acct_type, \\\"quality_flags\\\": flags}\\n   215|\\n   216|\\n   217|@dataclass(frozen=True)\\n   218|class DryRunInput:\\n   219|    source_platform: str\\n   220|    source_file_type: str\\n   221|    source_filename: str\\n   222|    detected_snapshot_date: str | None = None\\n   223|    snapshot_date_status: str = \\\"missing\\\"\\n   224|    rows_total: int = 0\\n   225|    candidate_positions: int = 0\\n   226|    candidate_cash_rows: int = 0\\n   227|    mapped_positions: int = 0\\n   228|    blocked_positions: int = 0\\n   229|    warnings_count: int = 0\\n   230|    errors_count: int = 0\\n   231|    quality_flags: dict[str, int] | None = None\\n   232|    summary: dict[str, Any] | None = None\\n   233|    detected_sections: list[str] | None = None\\n   234|\\n   235|\\n   236|def create_broker_import_dry_run(conn: Connection, item: DryRunInput) -> str:\\n   237|    dry_run_id = str(uuid.uuid4())\\n   238|    now = utc_now()\\n   239|    source_hash = _hash_label(item.source_filename)\\n   240|    summary = dict(item.summary or {})\\n   241|    summary.pop(\\\"rows\\\", None)  # explicit guard: no raw rows in persisted summary\\n   242|    summary.pop(\\\"values\\\", None)\\n   243|    conn.execute(\\n   244|        \\\"\\\"\\\"\\n   245|        INSERT INTO broker_import_dry_runs(\\n   246|            dry_run_id, source_name, source_platform, source_file_label, source_file_type,\\n   247|            source_hash, source_filename_hash, detected_snapshot_date, snapshot_date_status,\\n   248|            detected_sections_json, field_coverage_json, rows_total, rows_position_candidates,\\n   249|            rows_cash_candidates, candidate_positions, candidate_cash_rows, mapped_positions,\\n   250|            blocked_positions, warnings_count, errors_count, quality_flags_json, summary_json,\\n   251|            created_at, notes\\n   252|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n   253|        \\\"\\\"\\\",\\n   254|        (\\n   255|            dry_run_id, item.source_platform, item.source_platform, \\\"[runtime-file-redacted]\\\", item.source_file_type,\\n   256|            source_hash, source_hash, item.detected_snapshot_date, item.snapshot_date_status,\\n   257|            _json(item.detected_sections or []), _json({}), item.rows_total, item.candidate_positions,\\n   258|            item.candidate_cash_rows, item.candidate_positions, item.candidate_cash_rows, item.mapped_positions,\\n   259|            item.blocked_positions, item.warnings_count, item.errors_count, _json(item.quality_flags or {}),\\n   260|            _json(summary), now, \\\"dry-run summary only; no productive ledger writes\\\",\\n   261|        ),\\n   262|    )\\n   263|    return dry_run_id\\n   264|\\n   265|\\n   266|def get_manual_review_queue(conn: Connection) -> list[dict[str, str]]:\\n   267|    rows: list[dict[str, str]] = []\\n   268|    for row in conn.execute(\\n   269|        \\\"\\\"\\\"\\n   270|        SELECT 'instrument_mapping' AS item_type, mapping_id AS item_id, source_platform,\\n   271|               source_account AS account_label, source_label AS label, mapping_status,\\n   272|               quality_flags_json, notes, created_at\\n   273|        FROM instrument_mappings\\n   274|        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\n   275|        UNION ALL\\n   276|        SELECT 'platform_account_mapping' AS item_type, mapping_id AS item_id, source_platform,\\n   277|               source_account_label AS account_label, source_account_label AS label, mapping_status,\\n   278|               quality_flags_json, notes, created_at\\n   279|        FROM platform_account_mappings\\n   280|        WHERE mapping_status IN ('needs_manual_review','missing_isin','missing_ticker','ambiguous')\\n   281|        ORDER BY created_at DESC\\n   282|        \\\"\\\"\\\"\\n   283|    ).fetchall():\\n   284|        rows.append({k: \\\"\\\" if row[k] is None else str(row[k]) for k in row.keys()})\\n   285|    return rows\\n   286|\\n   287|\\n   288|def build_import_wizard_summary(conn: Connection) -> dict[str, str]:\\n   289|    last = conn.execute(\\\"SELECT * FROM broker_import_dry_runs ORDER BY created_at DESC LIMIT 1\\\").fetchone()\\n   290|    pending = len(get_manual_review_queue(conn))\\n   291|    return {\\n   292|        \\\"mode\\\": \\\"read-only\\\",\\n   293|        \\\"productive_import_enabled\\\": \\\"false\\\",\\n   294|        \\\"pending_review_items\\\": str(pending),\\n   295|        \\\"last_dry_run_source\\\": last[\\\"source_platform\\\"] if last else \\\"\\\",\\n   296|        \\\"last_dry_run_status\\\": last[\\\"snapshot_date_status\\\"] if last else \\\"none\\\",\\n   297|    }\\n   298|\\n   299|\\n   300|def assert_write_enabled(*, write_enabled: bool) -> None:\\n   301|    if not write_enabled:\\n   302|        raise PermissionError(\\\"Import commit is blocked in read-only mode\\\")\\n   303|\", \"total_lines\": 302, \"file_size\": 12537, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_wJ3Qf1IsJpCf2H2sHX0KUznl"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from pathlib import Path\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from jarvis_finance.config.settings import ensure_runtime_dirs, find_repo_root, load_settings\\n     7|from jarvis_finance.dashboard.demo_data import load_synthetic_demo_data\\n     8|from jarvis_finance.dashboard.pages import PAGES\\n     9|from jarvis_finance.storage.database import connect\\n    10|from jarvis_finance.storage.migrations import apply_migrations\\n    11|\\n    12|\\n    13|def safe_connect_existing_db(db_path: Path) -> Connection | None:\\n    14|    if not db_path.exists():\\n    15|        return None\\n    16|    conn = connect(db_path)\\n    17|    apply_migrations(conn)\\n    18|    return conn\\n    19|\\n    20|\\n    21|def create_demo_db(db_path: Path) -> None:\\n    22|    db_path.parent.mkdir(parents=True, exist_ok=True)\\n    23|    conn = connect(db_path)\\n    24|    try:\\n    25|        load_synthetic_demo_data(conn)\\n    26|    finally:\\n    27|        conn.close()\\n    28|\\n    29|\\n    30|def run_app() -> None:\\n    31|    import streamlit as st\\n    32|\\n    33|    st.set_page_config(page_title=\\\"JARVIS Finance MVP\\\", layout=\\\"wide\\\")\\n    34|    st.sidebar.title(\\\"JARVIS Finance\\\")\\n    35|    st.sidebar.caption(\\\"MVP: lokal, synthetisch, read-first\\\")\\n    36|\\n    37|    try:\\n    38|        repo_root = find_repo_root()\\n    39|        settings = load_settings(repo_root=repo_root)\\n    40|    except Exception as exc:\\n    41|        st.error(f\\\"Settings-/Runtime-Ladeprüfung fehlgeschlagen: {exc}\\\")\\n    42|        st.info(\\\"Prüfe JARVIS_FINANCE_RUNTIME_DIR. Runtime muss ausserhalb des Repos liegen.\\\")\\n    43|        return\\n    44|\\n    45|    ensure_runtime_dirs(settings)\\n    46|    db_path = settings.db_path\\n    47|    conn = safe_connect_existing_db(db_path)\\n    48|\\n    49|    if conn is None:\\n    50|        st.title(\\\"JARVIS Finance Dashboard\\\")\\n    51|        st.error(f\\\"Keine lokale SQLite-DB gefunden: {db_path}\\\")\\n    52|        st.info(\\\"Das Dashboard erstellt oder verändert keine echte Datenbank automatisch.\\\")\\n    53|        st.caption(\\\"Für lokale Entwicklung kann explizit eine synthetische Dummy-DB aus tests/fixtures geladen werden.\\\")\\n    54|        if st.button(\\\"Synthetische Dummy-DB jetzt erstellen\\\", type=\\\"primary\\\"):\\n    55|            create_demo_db(db_path)\\n    56|            st.success(\\\"Synthetische Dummy-DB erstellt. Bitte Seite neu laden.\\\")\\n    57|        return\\n    58|\\n    59|    try:\\n    60|        page_names = [page.PAGE_TITLE for page in PAGES]\\n    61|        selected = st.sidebar.radio(\\\"Navigation\\\", page_names, index=0)\\n    62|        st.sidebar.write(f\\\"DB: `{db_path}`\\\")\\n    63|        st.sidebar.warning(\\\"Keine Live-API-Abfragen beim Seitenreload. Preise nur aus lokaler DB/Cache.\\\")\\n    64|        page = PAGES[page_names.index(selected)]\\n    65|        page.render(st, conn)\\n    66|    finally:\\n    67|        conn.close()\\n    68|\\n    69|\\n    70|if __name__ == \\\"__main__\\\":\\n    71|    run_app()\\n    72|\", \"total_lines\": 71, \"file_size\": 2473, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_xtd5dAeMEpmo1AucjA4LvX54"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from jarvis_finance.dashboard.components.tables import show_table\\n     4|from jarvis_finance.dashboard import data\\n     5|\\n     6|PAGE_TITLE = \\\"Command Center\\\"\\n     7|\\n     8|def render(st, conn) -> None:\\n     9|    st.title(\\\"Command Center\\\")\\n    10|    summary = data.get_command_center_summary(conn)\\n    11|    c1, c2, c3, c4 = st.columns(4)\\n    12|    c1.metric(\\\"Gesamtwert\\\", data.money_text(data.d(summary[\\\"total_value_chf\\\"]), \\\"CHF\\\"))\\n    13|    c2.metric(\\\"Cash\\\", data.money_text(data.d(summary[\\\"cash_total_chf\\\"]), \\\"CHF\\\"))\\n    14|    c3.metric(\\\"Crypto\\\", data.money_text(data.d(summary[\\\"crypto_total_chf\\\"]), \\\"CHF\\\"))\\n    15|    c4.metric(\\\"Data Quality\\\", summary[\\\"data_quality_status\\\"])\\n    16|    st.caption(f\\\"Crypto Preis-Datenstand lokal: {summary.get('crypto_price_data_as_of') or 'nicht verfügbar'}\\\")\\n    17|    st.subheader(\\\"Cash-Übersicht\\\")\\n    18|    show_table(st, data.get_cash_overview(conn))\\n    19|    st.subheader(\\\"Offene Alerts\\\")\\n    20|    show_table(st, [r for r in data.get_alerts(conn) if r[\\\"status\\\"] == \\\"active\\\"][:10])\\n    21|    st.subheader(\\\"Letzte Audit-Ereignisse\\\")\\n    22|    show_table(st, data.get_audit_events(conn, limit=10))\\n    23|\", \"total_lines\": 22, \"file_size\": 1061, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py')\\ns=p.read_text()\\ns=s.replace('MIGRATION_VERSION = 4\\\\nMIGRATION_NAME = \\\"004_import_wizard_mapping_layer\\\"','MIGRATION_VERSION = 5\\\\nMIGRATION_NAME = \\\"005_broker_import_review_items\\\"')\\ninsert='''\\\\n\\\\ndef _create_broker_import_review_items(conn: Connection) -> None:\\\\n    conn.executescript(\\\\n        \\\"\\\"\\\"\\\\n        CREATE TABLE IF NOT EXISTS broker_import_review_items (\\\\n            review_item_id TEXT PRIMARY KEY,\\\\n            dry_run_id TEXT NOT NULL REFERENCES broker_import_dry_runs(dry_run_id),\\\\n            source_platform TEXT NOT NULL,\\\\n            source_file_type TEXT NOT NULL,\\\\n            source_row_ref TEXT NOT NULL,\\\\n            row_hash TEXT NOT NULL,\\\\n            source_label TEXT,\\\\n            normalized_name TEXT,\\\\n            detected_asset_class TEXT,\\\\n            detected_currency TEXT,\\\\n            detected_quantity_present INTEGER NOT NULL DEFAULT 0,\\\\n            detected_market_value_present INTEGER NOT NULL DEFAULT 0,\\\\n            isin TEXT,\\\\n            ticker TEXT,\\\\n            exchange TEXT,\\\\n            mapped_instrument_id TEXT REFERENCES instruments(instrument_id),\\\\n            mapped_account_id TEXT REFERENCES accounts(account_id),\\\\n            quality_flags_json TEXT NOT NULL,\\\\n            review_status TEXT NOT NULL DEFAULT 'open',\\\\n            reviewer_note TEXT,\\\\n            created_at TEXT NOT NULL,\\\\n            updated_at TEXT\\\\n        );\\\\n        CREATE INDEX IF NOT EXISTS idx_broker_review_items_dry_run ON broker_import_review_items(dry_run_id);\\\\n        CREATE INDEX IF NOT EXISTS idx_broker_review_items_status ON broker_import_review_items(review_status);\\\\n        \\\"\\\"\\\"\\\\n    )\\\\n\\\\n'''\\ns=s.replace('\\\\ndef _apply_compat_migrations(conn: Connection) -> None:\\\\n', insert+'def _apply_compat_migrations(conn: Connection) -> None:\\\\n')\\ns=s.replace('    _create_broker_bank_mapping_tables(conn)\\\\n', '    _create_broker_bank_mapping_tables(conn)\\\\n    _create_broker_import_review_items(conn)\\\\n')\\np.write_text(s)\\nprint('migration v5 patched')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"migration v5 patched\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_Wi9SdYWbitbyZYKm0EyUo2OK"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_VcbiJWiPoz1PNcdy1Pa5fmQq",
          "call_id": "call_VcbiJWiPoz1PNcdy1Pa5fmQq",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e4b221a48191ade9c37775195b2b",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/broker_parsers.py\",\"content\":\"from __future__ import annotations\\n\\nimport re\\nimport zipfile\\nfrom collections import Counter\\nfrom dataclasses import dataclass, field\\nfrom pathlib import Path\\nfrom typing import Iterable\\nfrom xml.etree import ElementTree as ET\\n\\nfrom .broker_mapping import normalize_name\\n\\n\\n@dataclass(frozen=True)\\nclass ParsedBrokerRow:\\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    account_label: str | None = None\\n    isin: str | None = None\\n    ticker: str | None = None\\n    exchange: str | None = None\\n    quality_flags: tuple[str, ...] = field(default_factory=tuple)\\n\\n    @property\\n    def normalized_name(self) -> str:\\n        return normalize_name(self.source_label)\\n\\n\\n@dataclass(frozen=True)\\nclass ParsedBrokerFile:\\n    source_platform: str\\n    source_file_type: str\\n    rows_total: int\\n    candidates: tuple[ParsedBrokerRow, ...]\\n    detected_snapshot_date: str | None\\n    snapshot_date_status: str\\n    detected_sections: tuple[str, ...]\\n    warnings: tuple[str, ...] = field(default_factory=tuple)\\n    errors: tuple[str, ...] = field(default_factory=tuple)\\n\\n    @property\\n    def candidate_positions(self) -> int:\\n        return sum(1 for r in self.candidates if r.detected_asset_class in {\\\"equity\\\", \\\"etf\\\", \\\"other\\\"})\\n\\n    @property\\n    def candidate_cash_rows(self) -> int:\\n        return sum(1 for r in self.candidates if r.detected_asset_class == \\\"cash\\\")\\n\\n    @property\\n    def quality_flags_summary(self) -> dict[str, int]:\\n        return dict(Counter(flag for row in self.candidates for flag in row.quality_flags))\\n\\n\\ndef _cell_text(cell: ET.Element) -> str:\\n    texts = [t.text or \\\"\\\" for t in cell.iter() if t.tag.endswith('}t') or t.tag == 't']\\n    return \\\" \\\".join(x.strip() for x in texts if x and x.strip()).strip()\\n\\n\\ndef _docx_tables(path: Path) -> list[list[list[str]]]:\\n    with zipfile.ZipFile(path) as zf:\\n        xml = zf.read(\\\"word/document.xml\\\")\\n    root = ET.fromstring(xml)\\n    tables: list[list[list[str]]] = []\\n    for tbl in [e for e in root.iter() if e.tag.endswith('}tbl')]:\\n        rows: list[list[str]] = []\\n        for tr in [e for e in tbl if e.tag.endswith('}tr')]:\\n            rows.append([_cell_text(tc) for tc in tr if tc.tag.endswith('}tc')])\\n        if rows:\\n            tables.append(rows)\\n    return tables\\n\\n\\ndef _xlsx_rows(path: Path) -> list[list[str]]:\\n    with zipfile.ZipFile(path) as zf:\\n        shared: list[str] = []\\n        if \\\"xl/sharedStrings.xml\\\" in zf.namelist():\\n            ss = ET.fromstring(zf.read(\\\"xl/sharedStrings.xml\\\"))\\n            for si in ss.iter():\\n                if si.tag.endswith('}si'):\\n                    shared.append(\\\" \\\".join((t.text or \\\"\\\").strip() for t in si.iter() if t.tag.endswith('}t')).strip())\\n        sheet_name = next(n for n in zf.namelist() if n.startswith(\\\"xl/worksheets/sheet\\\") and n.endswith(\\\".xml\\\"))\\n        root = ET.fromstring(zf.read(sheet_name))\\n    rows: list[list[str]] = []\\n    for row in [e for e in root.iter() if e.tag.endswith('}row')]:\\n        vals: list[str] = []\\n        for c in [e for e in row if e.tag.endswith('}c')]:\\n            v = next((x for x in c if x.tag.endswith('}v')), None)\\n            value = v.text if v is not None and v.text is not None else \\\"\\\"\\n            if c.attrib.get('t') == 's' and value:\\n                value = shared[int(value)]\\n            vals.append(value)\\n        if any(vals):\\n            rows.append(vals)\\n    return rows\\n\\n\\ndef _date_status(texts: Iterable[str]) -> tuple[str | None, str]:\\n    joined = \\\" \\\".join(texts)\\n    m = re.search(r\\\"(\\\\d{2}\\\\.\\\\d{2}\\\\.\\\\d{4}|\\\\d{4}-\\\\d{2}-\\\\d{2})\\\", joined)\\n    if not m:\\n        return None, \\\"missing\\\"\\n    return m.group(1), \\\"clear\\\"\\n\\n\\ndef _currency(cells: Iterable[str]) -> str | None:\\n    text = \\\" \\\".join(cells).upper()\\n    for cur in (\\\"CHF\\\", \\\"USD\\\", \\\"EUR\\\", \\\"GBP\\\"):\\n        if cur in text:\\n            return cur\\n    return None\\n\\n\\ndef _is_cash(cells: list[str]) -> bool:\\n    text = \\\" \\\".join(cells).lower()\\n    return any(k in text for k in [\\\"cash\\\", \\\"konto\\\", \\\"liquidität\\\", \\\"barbestand\\\", \\\"privatkonto\\\"])\\n\\n\\ndef _has_amount_marker(cells: list[str], *markers: str) -> bool:\\n    text = \\\" \\\".join(cells).lower()\\n    return any(m in text for m in markers)\\n\\n\\ndef parse_postfinance_docx(path: Path) -> ParsedBrokerFile:\\n    tables = _docx_tables(path)\\n    flat = [cell for table in tables for row in table for cell in row]\\n    date, status = _date_status(flat)\\n    candidates: list[ParsedBrokerRow] = []\\n    for ti, table in enumerate(tables, start=1):\\n        for ri, cells in enumerate(table[1:] if table else [], start=2):\\n            label = cells[0].strip() if cells else \\\"\\\"\\n            if not label or label.lower() in {\\\"produkt\\\", \\\"name\\\"}:\\n                continue\\n            cur = _currency(cells)\\n            is_cash = _is_cash(cells)\\n            flags = [\\\"needs_manual_review\\\"]\\n            if is_cash:\\n                flags.append(\\\"snapshot_only\\\")\\n                asset = \\\"cash\\\"\\n            else:\\n                asset = \\\"etf\\\" if \\\"etf\\\" in label.lower() or \\\"fund\\\" in label.lower() else \\\"equity\\\"\\n                flags += [\\\"missing_isin\\\", \\\"missing_ticker\\\", \\\"snapshot_only\\\", \\\"cost_basis_uncertain\\\"]\\n                if _has_amount_marker(cells, \\\"marktwert\\\", \\\"market value\\\"):\\n                    flags.append(\\\"market_value_legacy\\\")\\n            candidates.append(ParsedBrokerRow(\\\"PostFinance\\\", \\\"docx\\\", f\\\"table{ti}:row{ri}\\\", label, asset, cur, _has_amount_marker(cells, \\\"menge\\\", \\\"quantity\\\", \\\"stück\\\"), _has_amount_marker(cells, \\\"marktwert\\\", \\\"market value\\\"), \\\"PostFinance Depot\\\", quality_flags=tuple(dict.fromkeys(flags))))\\n    return ParsedBrokerFile(\\\"PostFinance\\\", \\\"docx\\\", sum(len(t) for t in tables), tuple(candidates), date, status, tuple(f\\\"table_{i}\\\" for i in range(1, len(tables)+1)))\\n\\n\\ndef parse_true_wealth_docx(path: Path) -> ParsedBrokerFile:\\n    tables = _docx_tables(path)\\n    flat = [cell for table in tables for row in table for cell in row]\\n    date, status = _date_status(flat)\\n    candidates: list[ParsedBrokerRow] = []\\n    for ti, table in enumerate(tables, start=1):\\n        for ri, cells in enumerate(table[1:] if table else [], start=2):\\n            label = cells[0].strip() if cells else \\\"\\\"\\n            if not label:\\n                continue\\n            cur = _currency(cells)\\n            is_cash = _is_cash(cells)\\n            flags = [\\\"needs_manual_review\\\", \\\"snapshot_only\\\"]\\n            asset = \\\"cash\\\" if is_cash else \\\"etf\\\"\\n            if not is_cash:\\n                flags += [\\\"missing_isin\\\", \\\"missing_ticker\\\", \\\"cost_basis_uncertain\\\"]\\n            if cur and cur != \\\"CHF\\\":\\n                flags.append(\\\"missing_fx\\\")\\n            candidates.append(ParsedBrokerRow(\\\"True Wealth\\\", \\\"docx\\\", f\\\"table{ti}:row{ri}\\\", label, asset, cur, _has_amount_marker(cells, \\\"anteile\\\", \\\"quantity\\\", \\\"menge\\\"), _has_amount_marker(cells, \\\"wert\\\", \\\"value\\\"), \\\"True Wealth Portfolio\\\", quality_flags=tuple(dict.fromkeys(flags))))\\n    return ParsedBrokerFile(\\\"True Wealth\\\", \\\"docx\\\", sum(len(t) for t in tables), tuple(candidates), date, status, tuple(f\\\"table_{i}\\\" for i in range(1, len(tables)+1)))\\n\\n\\ndef parse_raiffeisen_xlsx(path: Path) -> ParsedBrokerFile:\\n    rows = _xlsx_rows(path)\\n    date, status = _date_status(cell for row in rows for cell in row)\\n    candidates: list[ParsedBrokerRow] = []\\n    for ri, cells in enumerate(rows[1:] if rows else [], start=2):\\n        label = cells[0].strip() if cells else \\\"\\\"\\n        if not label:\\n            continue\\n        cur = _currency(cells)\\n        is_cash = _is_cash(cells)\\n        flags = [\\\"needs_manual_review\\\"]\\n        if is_cash:\\n            flags += [\\\"cash_snapshot_candidate\\\"]\\n            asset = \\\"cash\\\"\\n        else:\\n            flags += [\\\"aggregate_only\\\", \\\"missing_instrument_details\\\"]\\n            asset = \\\"other\\\"\\n        candidates.append(ParsedBrokerRow(\\\"Raiffeisen\\\", \\\"xlsx\\\", f\\\"sheet1:row{ri}\\\", label, asset, cur, False, _has_amount_marker(cells, \\\"wert\\\", \\\"saldo\\\", \\\"betrag\\\"), \\\"Raiffeisen Übersicht\\\", quality_flags=tuple(dict.fromkeys(flags))))\\n    return ParsedBrokerFile(\\\"Raiffeisen\\\", \\\"xlsx\\\", len(rows), tuple(candidates), date, status, (\\\"sheet_1\\\",))\\n\\n\\ndef parse_broker_file(source_platform: str, path: Path) -> ParsedBrokerFile:\\n    platform = source_platform.lower().replace(\\\" \\\", \\\"\\\")\\n    suffix = path.suffix.lower()\\n    if platform == \\\"postfinance\\\" and suffix == \\\".docx\\\":\\n        return parse_postfinance_docx(path)\\n    if platform == \\\"truewealth\\\" and suffix == \\\".docx\\\":\\n        return parse_true_wealth_docx(path)\\n    if platform == \\\"raiffeisen\\\" and suffix == \\\".xlsx\\\":\\n        return parse_raiffeisen_xlsx(path)\\n    raise ValueError(f\\\"Unsupported broker parser combination: {source_platform} {suffix}\\\")\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 8726, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_VcbiJWiPoz1PNcdy1Pa5fmQq"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_Z8oRqStfXz5ZFc0X7EV8bzRL",
          "call_id": "call_Z8oRqStfXz5ZFc0X7EV8bzRL",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e4e7ca1081919c21b43443ebad31",
          "type": "function",
          "function": {
            "name": "execute_code",
            "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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      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"broker_mapping extended\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
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        {
          "id": "call_5zO2AfUBpBF5jvQIOclH4IuH",
          "call_id": "call_5zO2AfUBpBF5jvQIOclH4IuH",
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            "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')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"dashboard data b2 patched\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
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        {
          "id": "call_zUmo4RKxsaSjNJn6dn3Ae3Pg",
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          "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\"}"
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    {
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      "content": "",
      "reasoning": null,
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      "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\"}"
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          "call_id": "call_HeilMJWkL8rlcZRXgqKFhle9",
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          "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\"}"
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          "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')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "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": "",
      "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.",
      "finish_reason": "tool_calls",
      "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."
            }
          ]
        }
      ],
      "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\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "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": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "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\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "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\": \"\"}}",
      "tool_call_id": "call_8TW7HDw1xrXrqZyUJTVUyYv5"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_FdnkkBhaH4XjuObPMXXB7eoO",
          "call_id": "call_FdnkkBhaH4XjuObPMXXB7eoO",
          "response_item_id": "fc_0c76e56576ffc0fb016a06e57f1db8819198927ff5c1c92001",
          "type": "function",
          "function": {
            "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\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 8471, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_FdnkkBhaH4XjuObPMXXB7eoO"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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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))\"}"
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            "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\"}"
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      "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}",
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      "role": "tool",
      "name": "terminal",
      "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}",
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    {
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      "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}",
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      "content": "{\"output\": \"........................................................................ [ 50%]\\n........................................................................ [100%]\\n144 passed in 3.86s\\nGIT_SAFETY_OK\\n## main...origin/main [voraus 1]\", \"exit_code\": 0, \"error\": null}",
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          "call_id": "call_e92JbkkpE5nZlsnDSgzpHPWQ",
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            "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\"}"
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      "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}",
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      "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}}",
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      "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.",
      "reasoning": null,
      "finish_reason": "stop",
      "codex_message_items": [
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          "status": "completed",
          "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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          "id": "msg_0c76e56576ffc0fb016a06e6528bc08191a54c3dddac4bcc08",
          "phase": "final_answer"
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      "content": "Review the conversation above and update the skill library. Be ACTIVE — most sessions produce at least one skill update, even if small. A pass that does nothing is a missed learning opportunity, not a neutral outcome.\n\nTarget shape of the library: CLASS-LEVEL skills, each with a rich SKILL.md and a `references/` directory for session-specific detail. Not a long flat list of narrow one-session-one-skill entries. This shapes HOW you update, not WHETHER you update.\n\nSignals to look for (any one of these warrants action):\n  • User corrected your style, tone, format, legibility, or verbosity. Frustration signals like 'stop doing X', 'this is too verbose', 'don't format like this', 'why are you explaining', 'just give me the answer', 'you always do Y and I hate it', or an explicit 'remember this' are FIRST-CLASS skill signals, not just memory signals. 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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      "reasoning": "**Updating finance skills**\n\nI’m focusing on updating the finance skill. It seems like I need to patch something and maybe add a reference for B2, along with updating the current decisions pointer. I'll use skill_manage for that. I might need to check if there's enough content in the import-wizard too. Should I also consider using skill_view for any linked files? Let’s ensure everything is connected properly so we can move forward effectively!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Updating finance skills**\n\nI’m focusing on updating the finance skill. It seems like I need to patch something and maybe add a reference for B2, along with updating the current decisions pointer. I'll use skill_manage for that. I might need to check if there's enough content in the import-wizard too. Should I also consider using skill_view for any linked files? Let’s ensure everything is connected properly so we can move forward effectively!",
      "codex_reasoning_items": [
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              "text": "**Updating finance skills**\n\nI’m focusing on updating the finance skill. It seems like I need to patch something and maybe add a reference for B2, along with updating the current decisions pointer. I'll use skill_manage for that. I might need to check if there's enough content in the import-wizard too. Should I also consider using skill_view for any linked files? Let’s ensure everything is connected properly so we can move forward effectively!"
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      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"file\": \"references/import-wizard-mapping-layer.md\", \"content\": \"# Import Wizard / Mapping Layer Pattern\\n\\nUse this reference when building broker/bank import review flows for PostFinance, True Wealth, Raiffeisen, or similar sources.\\n\\n## Purpose\\n\\nCreate a safe review and mapping process before any real Aktien/ETF/Cash data is written productively. Existing broker/bank files may be structurally useful but often lack enough clean metadata for automatic imports.\\n\\n## User-approved sequencing\\n\\n1. Build mapping and dry-run infrastructure first.\\n2. Keep Import Wizard default mode read-only.\\n3. Do not start later analytics modules in this phase: Monte Carlo, backtesting, rebalancing, scores, heatmaps, projections, or similar.\\n4. Do not productively import real PostFinance/True Wealth/Raiffeisen assets or cash without a separate explicit approval.\\n5. Report only aggregate counts/status; never echo real holdings, values, prices, quantities, raw rows, or file contents in chat.\\n\\n## Instrument mapping rules\\n\\n`instrument_mappings` should map broker/bank source labels to internal instruments.\\n\\nRequired/expected fields:\\n\\n- `mapping_id`\\n- `source_name` / source identifier if legacy-compatible\\n- `source_platform`: PostFinance, True Wealth, Raiffeisen, Manuell/Sonstige\\n- `source_account`\\n- `source_label`\\n- `normalized_name`\\n- `isin`\\n- `ticker`\\n- `exchange`\\n- `currency`\\n- `asset_class`: equity, etf, cash, other\\n- optional `instrument_id`\\n- `mapping_status`: mapped, needs_manual_review, missing_isin, missing_ticker, ambiguous, ignored\\n- `confidence`\\n- `quality_flags_json`\\n- `notes`\\n- timestamps\\n\\nRules:\\n\\n- ISIN is primary identification for equities/ETFs.\\n- Ticker + Exchange is only a fallback and should remain review-gated unless explicitly safe.\\n- Name alone is never enough for automatic productive mapping.\\n- Missing ISIN for equities/ETFs should create `needs_manual_review` plus `missing_isin` quality flag.\\n- Manual confirmation must require a non-empty note and create an audit-log entry.\\n\\n## Platform/account mapping rules\\n\\n`platform_account_mappings` should separate source account labels from internal platform/account IDs.\\n\\nFields:\\n\\n- `mapping_id`\\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`: brokerage, cash, robo_portfolio, reserve, other\\n- `currency`\\n- `mapping_status`\\n- `quality_flags_json`\\n- `notes`\\n- timestamps\\n\\nRules:\\n\\n- PostFinance, True Wealth and Raiffeisen must remain clearly separable.\\n- Cash and custody/brokerage accounts must not be mixed.\\n- Treat Raiffeisen as cash/control snapshot first when detailed instrument positions are missing.\\n\\n## Broker import dry-run rules\\n\\n`broker_import_dry_runs` stores aggregate review results only, not raw rows or productive ledger writes.\\n\\nFields:\\n\\n- `dry_run_id`\\n- `source_platform`\\n- `source_file_type`: docx, xlsx, csv, pdf, unknown\\n- `source_filename_hash`\\n- `detected_snapshot_date`\\n- `snapshot_date_status`: clear, inferred, missing, conflict\\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\\nGuardrails:\\n\\n- Persist only hashes and aggregate summaries for real files.\\n- Strip raw `rows`, raw `values`, or equivalent row-level details from summary JSON.\\n- Dry-run must not write `positions_snapshot`, transaction ledger, cash ledger, or holdings.\\n\\n## UI MVP pages\\n\\n### Import Wizard\\n\\n- Select source.\\n- Select/upload runtime file; never copy into repo.\\n- Show file type, detected structures, field coverage, candidate counts, cash-row counts, snapshot-date status.\\n- Show mapping summary and review items.\\n- Commit button visible but disabled in read-only mode.\\n\\n### Manual Review Queue\\n\\nShow unresolved issues:\\n\\n- missing_isin\\n- missing_ticker\\n- ambiguous_name\\n- unclear accounts\\n- unclear snapshot dates\\n- blocked import rows\\n- missing_fx\\n- cost_basis_uncertain\\n- snapshot_only\\n- market_value_legacy\\n\\nActions may be prepared but should not productively create positions in this phase. Mapping confirmation requires audit log and note.\\n\\n### Data Quality Center\\n\\nInclude active/resolved alerts plus missing prices, stale prices, missing FX, missing ISIN, missing CoinGecko ID, `snapshot_only`, `cost_basis_uncertain`, and stale active alerts that might be resolvable. Recheck/resolve buttons can be visible but should remain safe-gated until write mode is deliberately enabled.\\n\\n### Safe/read-only indicator\\n\\nEvery import/review page should make the DB and write mode obvious:\\n\\n- Runtime vs demo DB indicator where available.\\n- Read-only vs write-enabled mode.\\n- Warning before productive writes.\\n- Import commit buttons disabled by default.\\n\\n## Test matrix\\n\\nAdd/maintain tests for:\\n\\n- creating instrument mappings\\n- missing ISIN => `needs_manual_review`\\n- name-only source labels are not auto-mapped\\n- platform/account mappings for PostFinance, True Wealth, Raiffeisen cash/control\\n- broker dry-run stores summary and creates no productive positions\\n- Import Wizard modules import/render cleanly\\n- Manual Review Queue loads open mapping problems\\n- Data Quality Center shows missing ISIN/FX/prices\\n- read-only mode blocks commit actions\\n- audit log on manual mapping confirmation\\n- no real files in repo\\n- Git-safety remains OK\\n\\n## Verification sequence\\n\\nBefore commit/push:\\n\\n1. `PYTHONPATH=src python -m compileall -q src tests`\\n2. `PYTHONPATH=src pytest -q`\\n3. remove generated caches\\n4. `PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .`\\n5. `git status --short --branch`\\n6. commit and push only if clean/safe.\\n\", \"file_type\": \".md\"}",
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      "reasoning": "**Updating reference with B2 parser**\n\nI need to update the reference with the B2 parser pipeline. I could append a section or create a new reference. The instructions suggest using a support file for session-specific details. I plan to work with references like `broker-parser-dry-run-pipeline.md` and patch the SKILL pointer, along with maybe an existing reference pointer. I’ll utilize `skill_manage write_file` to handle the updates correctly. Sounds straightforward!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Updating reference with B2 parser**\n\nI need to update the reference with the B2 parser pipeline. I could append a section or create a new reference. The instructions suggest using a support file for session-specific details. I plan to work with references like `broker-parser-dry-run-pipeline.md` and patch the SKILL pointer, along with maybe an existing reference pointer. I’ll utilize `skill_manage write_file` to handle the updates correctly. Sounds straightforward!",
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            "arguments": "{\"action\":\"write_file\",\"name\":\"finance-system-architecture\",\"file_path\":\"references/broker-parser-dry-run-pipeline.md\",\"file_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\"}"
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            "arguments": "{\"action\":\"patch\",\"name\":\"finance-system-architecture\",\"old_string\":\"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`.\",\"new_string\":\"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`.\"}"
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            "arguments": "{\"action\":\"patch\",\"name\":\"finance-system-architecture\",\"new_string\":\"See `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.\",\"old_string\":\"See `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, and `references/import-wizard-mapping-layer.md` for the Phase B1 import wizard, instrument/account mapping, review queue, data-quality and read-only safety pattern.\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_manage",
      "content": "{\"success\": true, \"message\": \"Patched SKILL.md in skill 'finance-system-architecture' (1 replacement).\"}",
      "tool_call_id": "call_fLSydNyVeXZmlkglYkBh32g5"
    },
    {
      "role": "assistant",
      "content": "Updated the skill library.\n\nChanges made to `finance-system-architecture`:\n\n- Added new reference file:\n  - `references/broker-parser-dry-run-pipeline.md`\n- Patched `SKILL.md` to point future sessions to the new Phase B2 broker parser/dry-run/review-item pattern.\n- Captured durable workflow details:\n  - synthetic-first DOCX/XLSX parser development\n  - runtime-only `broker_import_review_items`\n  - source-specific parser flags for PostFinance, True Wealth, Raiffeisen\n  - dry-run pipeline rules\n  - Import Wizard / Manual Review Queue / Data Quality Center extensions\n  - global Safe Mode visibility\n  - test matrix additions\n  - strict no-productive-import/no-real-file-in-Git guardrails\n\nNo new standalone skill was created; this fits the existing class-level finance system architecture umbrella.",
      "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/broker-parser-dry-run-pipeline.md`\n- Patched `SKILL.md` to point future sessions to the new Phase B2 broker parser/dry-run/review-item pattern.\n- Captured durable workflow details:\n  - synthetic-first DOCX/XLSX parser development\n  - runtime-only `broker_import_review_items`\n  - source-specific parser flags for PostFinance, True Wealth, Raiffeisen\n  - dry-run pipeline rules\n  - Import Wizard / Manual Review Queue / Data Quality Center extensions\n  - global Safe Mode visibility\n  - test matrix additions\n  - strict no-productive-import/no-real-file-in-Git guardrails\n\nNo new standalone skill was created; this fits the existing class-level finance system architecture umbrella."
            }
          ],
          "id": "msg_0c76e56576ffc0fb016a06e6da7c10819181a6a1bfd41cca65",
          "phase": "final_answer"
        }
      ]
    }
  ]
}