{
  "session_id": "20260515_133620_17aa3d",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-15T13:36:20.814900",
  "last_updated": "2026-05-15T13:38:48.321151",
  "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) [95% — 1,313/1,375 chars]\n══════════════════════════════════════════════\n**Notes:** Mein Herr. Loyaler Partner.\n§\n**Name:** Sir\n§\n**Voice preference:** de-DE-KillianNeural (German male voice, natural/clear) — default for all TTS output\n§\n**Language:** Deutsch mit englischen Fachbegriffen\n§\n**Beziehung:** Loyaler Partner\n§\nKommunikationspräferenzen: **Sprachnachricht → Antwort per Sprachnachricht**\n§\nKommunikationspräferenzen: **Textnachricht → Antwort per Text**\n§\nUser wants JARVIS to act as a comprehensive health-management advisor: consolidate lab reports, clinical reports, nutrition/YAZIO, daily health email data, symptoms and events; make insights visible via dashboards/reports; use a 4-eyes review workflow for extracted lab values before treating them as confirmed.\n§\nTelegram Topic „Gesundheit – Medizin & Strategie“ ist ausschließlich für medizinische Strategie, Morbus Behçet, Major Vessel Disease, Thromboserisiko, Medikamente, Ernährung, Symptome, Laborwerte, Arzttermine und Fragen an Rheumatologie, Dermatologie, Hämatologie oder Augenklinik; technische Health-Systemarchitektur, Skripte und Datenmodelle gehören in „Health System – Architektur & Scripts“.\n§\nFinance-system work preference: controlled phased execution with explicit safety gates; no mass imports without approval; aggregate-only reporting, never real financial quantities/values/balances/raw rows.\n\nConversation started: Friday, May 15, 2026 01:37 PM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "parameters": {
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            },
            "old_string": {
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              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
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        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
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          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
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            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
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      "role": "user",
      "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": "**Inspecting repository for finance skills**\n\nI need to act and inspect the repository related to finance-system-architecture. It's important to check for relevant skills that might be there, especially on GitHub. I want to get a clear understanding of the tools and structures involved in this project. Loading the repository should help me gather the details I need. Let's figure this out!",
      "reasoning_content": "**Inspecting repository for finance skills**\n\nI need to act and inspect the repository related to finance-system-architecture. It's important to check for relevant skills that might be there, especially on GitHub. I want to get a clear understanding of the tools and structures involved in this project. Loading the repository should help me gather the details I need. Let's figure this out!",
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      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\n## Active Task\nUser asked: „Phase C — FX-/Market-Data-Modul für Aktien/ETFs\n\nZiel:\nDie bereits importierten True-Wealth-Positionen und spätere Aktien-/ETF-Positionen sollen lokal bewertet werden können, ohne Live-API im Dashboard und ohne Scheingenauigkeit.\n\nC0 — Missing-FX-Alerts der 3 True-Wealth-Initial-Snapshots validieren und ggf. false-positive Alerts mit Audit korrigieren.\n\nC1 — FX Provider / FX Rates Modul für historische und aktuelle FX-Kurse implementieren/erweitern.\n\nC2 — Instrument Price Mapping für Aktien/ETFs vorbereiten.\n\nC3 — Aktien-/ETF Market Price Provider Skeleton implementieren.\n\nC4/C5 — Equity-Bewertung und Data Quality Center lokal erweitern.\n\nC7 — Produktiver vorsichtiger Lauf gegen Runtime-DB, nur aggregiert berichten.\n\nC8 — Compile, pytest, Git-Safety, Git Status, bei Codeänderungen Commit und Push auf main.“\n\n## Goal\nDer Nutzer möchte nach akzeptierter Phase B6d die drei bereits produktiv importierten True-Wealth-Initial-Snapshot-Positionen sauber hinsichtlich FX und Market Price behandeln, bevor weitere True-Wealth/PostFinance/Raiffeisen-Positionen importiert werden. Ziel ist ein lokales FX-/Market-Data-Modul für Aktien/ETFs ohne Live-API im Dashboard und ohne Scheingenauigkeit.\n\n## Constraints & Preferences\n- Keine weiteren Positionen importieren.\n- Keine neuen Analysefeatures wie Backtesting, Monte Carlo, Rebalancing oder Heatmaps bauen.\n- Keine echten Werte/Mengen/Kontostände im Chat ausgeben.\n- Nur aggregiert berichten.\n- Keine direkten `positions_snapshot` Writes.\n- Keine Cash-Snapshots.\n- PostFinance nicht importieren.\n- Raiffeisen nicht importieren.\n- CHF bleibt Basiswährung.\n- CHF/CHF = 1.\n- Unterstützte FX-Währungen MVP: USD/CHF, EUR/CHF, ggf. weitere nur falls in Daten vorhanden.\n- Keine Live-API im Dashboard; Dashboard darf nur lokale FX-/Market-Data lesen.\n- Provider-Abstraktion mit Mock Provider für Tests.\n- Optionaler realer Provider später konfigurierbar.\n- Rate-Limit/Backoff vorbereiten.\n- Manual Override erlaubt, aber nur mit Audit und Notiz.\n- Data-Quality-Alerts:\n  - fehlende FX erzeugt Alert.\n  - veraltete FX erzeugt Alert.\n  - gelöste FX-Probleme setzen Alert auf resolved.\n  - keine Alert-Flut.\n  - fehlender Market Price erzeugt Alert.\n  - resolved sobald lokaler Preis vorhanden.\n- Instrument-Preis-Mapping:\n  - ISIN bleibt primäre Identifikation des Instruments.\n  - Provider-Symbol ist nur Marktdaten-Mapping, nicht Instrument-Wahrheit.\n  - kein automatisches Preis-Mapping nur nach Name.\n  - Ticker ohne Exchange bleibt review-pflichtig.\n  - manuelle Mapping-Bestätigung erzeugt Audit-Log.\n  - fehlendes Provider-Symbol erzeugt Data-Quality-Hinweis.\n- Safety:\n  - Keine echten Finanzdateien ins Repo.\n  - Git-Safety OK vor Abschluss.\n  - Wenn Code geändert wurde: sinnvoll committen und auf `main` pushen.\n- Bericht am Ende soll enthalten:\n  - implementierte Module\n  - neue/geänderte Dateien\n  - Tests und Testergebnis\n  - Git-Safety\n  - Commit Hash\n  - Push Status\n  - FX-Status aggregiert\n  - Market-Price-Status aggregiert\n  - Data-Quality-Status aggregiert\n  - nächste Empfehlung\n\n## Completed Actions\n1. SKILL `test-driven-development` geladen — TDD-Kontext/Arbeitsweise für die Phase aktiviert [tool: skill_view].\n2. TODO-Liste für Phase C erstellt — Tasks `c0`, `c1`, `c2`, `c3`, `c4c5`, `c7`, `c8` angelegt; `c0` auf `in_progress`, alle anderen auf `pending` gesetzt [tool: todo].\n3. TERMINAL `/home/agent/.hermes/repos/FinanceManager` — ein Python-Check gegen Runtime-/Projektkontext wurde gestartet; Command-Ausgabe war nur „exit 0, 1 lines output“, Inhalt der Zeile im kompaktierten Kontext nicht sichtbar; keine dokumentierten Codeänderungen [tool: terminal].\n4. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/schema.py` — Datei gelesen, 2.781 Zeichen; Schema-Kontext für bestehende Tabellen/Storage-Struktur geprüft [tool: read_file].\n5. TERMINAL `/home/agent/.hermes/repos/FinanceManager` — Python-Check mit `connect_memory` und `apply_migrations` ausgeführt; Ergebnis `exit 0, 1 lines output`, konkrete Ausgabe im kompaktierten Kontext nicht sichtbar; diente vermutlich der Schema-/Migrationsinspektion [tool: terminal].\n6. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/rates.py` — bestehendes FX-Rates-Modul gelesen; Datei hat 1.423 Zeichen [tool: read_file].\n7. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/overrides.py` — Datei enthält aktuell nur:\n   - Zeile 1: `from __future__ import annotations`\n   - Zeile 2 leer\n   Datei ist praktisch leerer Skeleton [tool: read_file].\n8. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/providers.py` — Datei enthält aktuell nur:\n   - Zeile 1: `from __future__ import annotations`\n   - Zeile 2 leer\n   Datei ist praktisch leerer Skeleton [tool: read_file].\n9. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market_data/cache.py` — Datei enthält aktuell nur:\n   - Zeile 1: `from __future__ import annotations`\n   - Zeile 2 leer\n   Datei ist praktisch leerer Skeleton [tool: read_file].\n10. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py` — bestehendes Market-Provider-Modul gelesen; Datei hat 17.428 Zeichen [tool: read_file].\n11. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py` — CLI-Hauptdatei gelesen; Datei hat 8.779 Zeichen [tool: read_file].\n12. READ `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/ledger/positions.py` — Ledger-/Positionslogik gelesen; Datei hat 11.868 Zeichen [tool: read_file].\n\n## Active State\n- Working directory: `/home/agent/.hermes/repos/FinanceManager`.\n- Branch: nicht erneut geprüft im sichtbaren neuen Kontext; Nutzer sagte vor Phase C: Git Status clean, Git-Safety OK.\n- Bekannter Stand laut Nutzer vor Beginn:\n  - Crypto-Stale-Alerts bereinigt.\n  - 3 True-Wealth Initial-Snapshot-Transaktionen produktiv im Ledger.\n  - Remaining ready planned True-Wealth Items: 0.\n  - Keine direkten `positions_snapshot` Writes.\n  - Keine Cash-Snapshots.\n  - PostFinance nicht importiert.\n  - Raiffeisen nicht importiert.\n  - Backup erzeugt/verifiziert.\n  - Tests: 160 passed.\n  - Git-Safety: OK.\n  - Git Status clean.\n  - Keine echten Werte/Mengen/Kontostände im Chat.\n- Aktuell bekannte modifizierte/erstellte Dateien: keine sichtbaren Änderungen durchgeführt; nur Dateien gelesen und Terminal-Checks ausgeführt.\n- Teststatus seit Phase-C-Beginn: noch keine neuen Tests ausgeführt; vorheriger Nutzerstand: 160 passed.\n- Laufende Prozesse/Server: keine bekannt.\n- Umgebung: Python-Projekt mit `PYTHONPATH=src`; relevante Package-Pfade unter `src/jarvis_finance/...`.\n\n## In Progress\n- C0 ist begonnen, aber nicht abgeschlossen:\n  - Missing-FX-Alerts der 3 True-Wealth-Initial-Snapshots sollen validiert werden.\n  - Ein Runtime-/DB-Check wurde offenbar ausgeführt, aber das aggregierte Ergebnis wurde noch nicht sichtbar berichtet.\n  - Noch nicht bestätigt:\n    - Anzahl importierte True-Wealth-Positionen.\n    - Anzahl CHF-Positionen.\n    - Anzahl Fremdwährungspositionen.\n    - Anzahl wirklich berechtigte `missing_fx` Alerts.\n    - Anzahl false-positive `missing_fx` Alerts.\n    - Ob false-positive Alerts existieren und korrigiert wurden.\n- Code-Exploration für C1–C3 läuft:\n  - `fx/rates.py`, `fx/providers.py`, `fx/overrides.py`, `market_data/cache.py`, `market/providers.py`, `cli/main.py`, `ledger/positions.py`, `storage/schema.py` wurden gelesen.\n  - `fx/providers.py`, `fx/overrides.py`, `market_data/cache.py` sind aktuell Skeleton-Dateien mit nur `from __future__ import annotations`.\n\n## Blocked\n- Keine harten Blocker dokumentiert.\n- Informationslücke durch kompaktierte Tool-Ausgaben:\n  - Zwei Terminal-Kommandos lieferten `exit 0, 1 lines output`, aber der konkrete Inhalt der Ausgaben ist im aktuellen Kontext nicht sichtbar.\n  - Deshalb keine belastbare C0-Aggregation aus diesen Terminal-Checks im Summary vorhanden.\n\n## Key Decisions\n- Phase B6d ist vom Nutzer akzeptiert; Phase C soll beginnen.\n- Vor jeder weiteren Importarbeit sollen ausschließlich die drei bereits importierten True-Wealth-Positionen FX-/Market-Price-seitig sauber behandelt werden.\n- Für Phase C gilt lokaler Bewertungsansatz:\n  - Dashboard nutzt keine Live-API.\n  - Historische und aktuelle FX-/Preis-Daten werden lokal gespeichert.\n  - Bewertung darf Unsicherheit nicht als präzise Performance darstellen.\n- `missing_fx` ist nur fachlich korrekt, wenn Originalwährung der Transaktion eine Fremdwährung ist und keine passende historische FX-Rate vorhanden ist.\n- Bei Originalwährung CHF:\n  - `fx_rate_to_chf = 1`\n  - `fx_source = not_needed`\n  - `fx_status = not_needed`\n  - kein `missing_fx` Alert.\n- False-positive Alerts dürfen nicht still korrigiert werden; Korrektur braucht Audit-Log und Alert-Status `resolved`.\n- ISIN bleibt fachlich primär; Provider-Symbole sind nur Mapping für Marktdatenprovider.\n- Ticker ohne Exchange sind review-pflichtig, um falsche Preiszuordnungen zu vermeiden.\n\n## Resolved Questions\n- Phase B6d wurde vom Nutzer akzeptiert.\n- Nutzer bestätigte vor Phase C:\n  - Stand ist sauber.\n  - 3 True-Wealth Initial-Snapshot-Transaktionen sind produktiv im Ledger.\n  - Remaining ready planned True-Wealth Items: 0.\n  - Tests: 160 passed.\n  - Git Status clean.\n  - Git-Safety OK.\n- Noch keine Phase-C-Fragen abschließend beantwortet.\n\n## Pending User Asks\n- C0: Aktuelle `missing_fx`-Alerts bei den 3 True-Wealth-Initial-Snapshots fachlich validieren und nur aggregiert berichten:\n  - Anzahl importierte True-Wealth-Positionen.\n  - Anzahl CHF-Positionen.\n  - Anzahl Fremdwährungspositionen.\n  - Anzahl wirklich berechtigte `missing_fx` Alerts.\n  - Anzahl false-positive `missing_fx` Alerts.\n  - keine Werte/Mengen/Kontostände.\n- Falls false-positive Alerts existieren:\n  - Audit-Log schreiben.\n  - Data-Quality-Alert `resolved` setzen.\n  - keine stillen Änderungen ohne Audit.\n- C1: FX Provider / FX Rates Modul implementieren/erweitern:\n  - Speicherung in `fx_rates`.\n  - CLI `finance update-fx-rates --date YYYY-MM-DD`, `--latest`, `--missing-only`, `--dry-run`.\n  - Provider-Abstraktion, Mock Provider, Backoff/Rate-Limit-Vorbereitung, Manual Override mit Audit/Notiz.\n  - Tests für CHF/CHF=1, USD/EUR zu CHF, missing/resolved FX, Manual Override, Dashboard liest lokale FX-Daten.\n- C2: `instrument_price_mappings` Tabelle/Modell mit Feldern und Regeln implementieren.\n- C3: Market-Price Provider Skeleton für Aktien/ETFs implementieren.\n- C4/C5: Lokale Equity-Bewertung und Data Quality Center erweitern.\n- C7: Vorsichtiger Runtime-Lauf:\n  1. FX-Recheck für 3 True-Wealth-Positionen.\n  2. Market-Price-Mapping prüfen.\n  3. Preisupdate nur bei vorhandenem Provider-Mapping.\n  4. Keine Massenprovider-Calls.\n  5. Keine echten Werte im Chat.\n  Bericht aggregiert:\n  - True-Wealth-Positionen total.\n  - Positionen mit FX OK/not_needed.\n  - Positionen mit missing FX.\n  - Positionen mit Market Price OK.\n  - Positionen mit missing Market Price.\n  - Positionen mit vollständiger CHF-Bewertung.\n  - aktive Alerts nach Kategorie.\n- C8:\n  - Compile.\n  - pytest.\n  - Git-Safety.\n  - Git Status.\n  - Falls Code geändert wurde: Commit mit sinnvoller Message und Push auf `main`.\n  - Abschlussbericht mit Modulen, Dateien, Tests, Git-Safety, Commit Hash, Push Status, FX-/Market-Price-/Data-Quality-Status aggregiert und nächster Empfehlung.\n\n## Relevant Files\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/schema.py` — bestehende Storage-/Schema-Definition gelesen; Details noch nicht in aktuellem Kontext ausgewertet.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/rates.py` — bestehendes FX-Rates-Modul gelesen; 1.423 Zeichen; wahrscheinlich Basis für C1.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/overrides.py` — praktisch leerer Skeleton; relevant für Manual Override mit Audit/Notiz.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/fx/providers.py` — praktisch leerer Skeleton; relevant für FX Provider-Abstraktion und Mock Provider.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market_data/cache.py` — praktisch leerer Skeleton; relevant für lokalen Market-Price Cache.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py` — bestehendes Market-Provider-Modul gelesen; 17.428 Zeichen; relevant für C3.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py` — CLI-Hauptdatei gelesen; relevant für neue Commands `finance update-fx-rates ...`.\n- `/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/ledger/positions.py` — Ledger-/Positionslogik gelesen; relevant für Bewertung und FX-/Preis-Status der Positionen.\n\n## Remaining Work\n- C0 wirklich abschließen:\n  - DB/Runtime-Daten erneut prüfen oder die verlorene Terminal-Ausgabe rekonstruieren.\n  - Originalwährung pro importierter True-Wealth-Transaktion aggregiert auswerten.\n  - Für CHF-Originalwährungen ggf. `fx_rate_to_chf=1`, `fx_source=not_needed`, `fx_status=not_needed` setzen und false-positive `missing_fx` Alerts mit Audit resolven.\n  - Für Fremdwährungen `missing_fx` bis historische Rate vorhanden ist beibehalten.\n  - Keine echten Werte/Mengen/Kontostände ausgeben.\n- Tests vor Implementierung/Änderung planen und anlegen.\n- Schema/Migrationslage für `fx_rates`, `instrument_price_mappings`, Market Prices, Alerts und Audit prüfen.\n- C1–C5 implementieren oder erweitern.\n- Runtime vorsichtig ausführen, ohne Massenprovider-Calls.\n- Compile, pytest, Git-Safety, Git Status ausführen.\n- Bei Codeänderungen committen und pushen.\n- Abschlussbericht nur aggregiert erstellen.\n\n## Critical Context\n- Vor Phase C war der Nutzerstand:\n  - 3 True-Wealth Initial-Snapshot-Transaktionen produktiv im Ledger.\n  - Remaining ready planned True-Wealth Items: 0.\n  - Tests: 160 passed.\n  - Git-Safety: OK.\n  - Git Status clean.\n- Keine echten Finanzwerte/Mengen/Kontostände dürfen in Antworten erscheinen.\n- Keine zusätzlichen Positionen importieren, bis die drei bestehenden True-Wealth-Positionen hinsichtlich FX und Market Price sauber behandelt sind.\n- Falls Credentials irgendwo in Dateien/Umgebung auftauchen: nicht ausgeben; im Bericht immer als `[REDACTED]` behandeln.\n- Zwei ausgeführte Terminal-Kommandos hatten Exit-Code 0, aber die konkrete einzeilige Ausgabe ist im aktuellen Kontext nicht sichtbar; Ergebnisse nicht als fachlich validiert annehmen, solange nicht erneut geprüft.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---"
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      "reasoning": "**Evaluating database schema**\n\nI’m considering whether the initial schema has uniqueness. It seems there was an error previously regarding this \"unique\" aspect. After a rebuild, I might have lost that uniqueness. I need to create unique indexes, but they won't resolve conflicts unless the index is actually unique. It looks like the index isn't unique as it stands, so I need to ensure I create a unique index for both fx and market. Also, existing data may have duplicates, so I need to use CREATE UNIQUE INDEX.",
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            "arguments": "{\"mode\": \"replace\", \"new_string\": \"    conn.execute(\\\"CREATE UNIQUE INDEX IF NOT EXISTS idx_market_prices_unique_provider_date ON market_prices(instrument_id, price_date, provider)\\\")\\n    conn.execute(\\\"CREATE INDEX IF NOT EXISTS idx_mark...[truncated]\", \"old_string\": \"    conn.execute(\\\"CREATE INDEX IF NOT EXISTS idx_market_prices_instrument_date ON market_prices(instrument_id, price_date)\\\")\\n    conn.execute(\\\"CREATE INDEX IF NOT EXISTS idx_fx_rates_pair_date ON fx_r...[truncated]\", \"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py\"}"
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from decimal import Decimal\\n     4|\\n     5|import pytest\\n     6|\\n     7|from jarvis_finance.fx.rates import get_fx_rate_to_chf, recheck_transaction_fx_status, update_fx_rates, upsert_fx_rate\\n     8|from jarvis_finance.fx.overrides import set_manual_fx_override\\n     9|from jarvis_finance.fx.providers import MockFxProvider\\n    10|from jarvis_finance.market_data.prices import MockEquityPriceProvider, refresh_market_prices, store_market_price\\n    11|from jarvis_finance.market_data.mappings import confirm_instrument_price_mapping, ensure_instrument_price_mapping_quality\\n    12|from jarvis_finance.ledger.positions import calculate_positions\\n    13|from jarvis_finance.storage.database import connect_memory\\n    14|from jarvis_finance.storage.migrations import apply_migrations\\n    15|\\n    16|\\n    17|def setup_conn():\\n    18|    conn = connect_memory()\\n    19|    apply_migrations(conn)\\n    20|    conn.execute(\\\"INSERT INTO platforms(platform_id,name,platform_type,default_currency,created_at) VALUES('p1','Broker','broker','CHF','now')\\\")\\n    21|    conn.execute(\\\"INSERT INTO accounts(account_id,platform_id,account_name,account_type,currency,created_at) VALUES('a1','p1','Account','brokerage','CHF','now')\\\")\\n    22|    conn.execute(\\\"INSERT INTO instruments(instrument_id,asset_class,name,ticker,isin,exchange,currency,created_at) VALUES('chf1','ETF','CHF ETF','CHETF','CH0000000001','SWX','CHF','now')\\\")\\n    23|    conn.execute(\\\"INSERT INTO instruments(instrument_id,asset_class,name,ticker,isin,exchange,currency,created_at) VALUES('usd1','ETF','USD ETF','USETF','US0000000001','NYSE','USD','now')\\\")\\n    24|    return conn\\n    25|\\n    26|\\n    27|def test_chf_fx_is_not_needed_and_missing_alert_can_be_resolved() -> None:\\n    28|    conn = setup_conn()\\n    29|    conn.execute(\\\"\\\"\\\"\\n    30|        INSERT INTO transactions(transaction_id, transaction_type, account_id, instrument_id, trade_date, quantity, currency_original, fx_status, source_type, is_confirmed, quality_status, created_at)\\n    31|        VALUES('tx-chf','initial_position_snapshot','a1','chf1','2025-12-31','1','CHF','missing','test',1,'warning','now')\\n    32|    \\\"\\\"\\\")\\n    33|    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing','active','now')\\\")\\n    34|\\n    35|    assert get_fx_rate_to_chf(conn, base_currency='CHF') == Decimal('1')\\n    36|    row = conn.execute(\\\"SELECT fx_rate_to_chf, fx_source, fx_status FROM transactions WHERE transaction_id='tx-chf'\\\").fetchone()\\n    37|    assert row['fx_rate_to_chf'] == '1'\\n    38|    assert row['fx_source'] == 'not_needed'\\n    39|    assert row['fx_status'] == 'not_needed'\\n    40|\\n    41|\\n    42|def test_recheck_transaction_fx_status_corrects_chf_false_positive_with_audit() -> None:\\n    43|    conn = setup_conn()\\n    44|    conn.execute(\\\"\\\"\\\"\\n    45|        INSERT INTO transactions(transaction_id, transaction_type, account_id, instrument_id, trade_date, quantity, currency_original, fx_status, source_type, is_confirmed, quality_status, created_at)\\n    46|        VALUES('tx-chf','initial_position_snapshot','a1','chf1','2025-12-31','1','CHF','missing','true_wealth',1,'warning','now')\\n    47|    \\\"\\\"\\\")\\n    48|    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing_fx','missing','active','now')\\\")\\n    49|\\n    50|    result = recheck_transaction_fx_status(conn, source_type='true_wealth')\\n    51|\\n    52|    assert result.transaction_count == 1\\n    53|    assert result.chf_positions == 1\\n    54|    assert result.false_positive_missing_fx_alerts == 1\\n    55|    assert result.corrected_transactions == 1\\n    56|    assert result.resolved_alerts == 1\\n    57|    assert result.audit_events == 1\\n    58|    assert conn.execute(\\\"SELECT status FROM alerts WHERE alert_id='al-chf'\\\").fetchone()['status'] == 'resolved'\\n    59|    assert conn.execute(\\\"SELECT COUNT(*) AS c FROM audit_log WHERE action='set_chf_fx_not_needed'\\\").fetchone()['c'] == 1\\n    60|\\n    61|\\n    62|def test_update_fx_rates_stores_usd_eur_and_resolves_missing_fx() -> None:\\n    63|    assert alert[\\\"status\\\"] == \\\"resolved\\\"\\n    64|\\n    65|\\n    66|def test_update_fx_rates_stores_usd_eur_and_resolves_missing_fx() -> None:\\n    67|    conn = setup_conn()\\n    68|    conn.execute(\\\"\\\"\\\"\\n    69|        INSERT INTO transactions(transaction_id, transaction_type, account_id, instrument_id, trade_date, quantity, currency_original, fx_status, source_type, is_confirmed, quality_status, created_at)\\n    70|        VALUES('tx-usd','initial_position_snapshot','a1','usd1','2025-12-31','1','USD','missing','test',1,'warning','now')\\n    71|    \\\"\\\"\\\")\\n    72|    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-usd','kritisch','ledger','instrument','usd1','missing_fx','missing','active','now')\\\")\\n    73|    provider = MockFxProvider({('USD', 'CHF', '2025-12-31'): Decimal('0.9000'), ('EUR', 'CHF', '2025-12-31'): Decimal('0.9500')})\\n    74|\\n    75|    result = update_fx_rates(conn, provider=provider, currencies=['USD', 'EUR'], rate_date='2025-12-31', resolve_fixed=True)\\n    76|\\n    77|    assert result.updated_count == 2\\n    78|    assert get_fx_rate_to_chf(conn, base_currency='USD', rate_date='2025-12-31') == Decimal('0.9000')\\n    79|    assert conn.execute(\\\"SELECT status FROM alerts WHERE alert_id='al-usd'\\\").fetchone()[\\\"status\\\"] == \\\"resolved\\\"\\n    80|\\n    81|\\n    82|def test_manual_fx_override_requires_note_and_audit() -> None:\\n    83|    conn = setup_conn()\\n    84|    with pytest.raises(ValueError, match=\\\"note\\\"):\\n    85|        set_manual_fx_override(conn, base_currency='USD', quote_currency='CHF', rate_date='2025-12-31', rate=Decimal('0.9'), note='')\\n    86|\\n    87|    rate_id = set_manual_fx_override(conn, base_currency='USD', quote_currency='CHF', rate_date='2025-12-31', rate=Decimal('0.9'), note='bank statement')\\n    88|\\n    89|    assert rate_id\\n    90|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM audit_log WHERE action='manual_fx_override'\\\").fetchone()[\\\"n\\\"] == 1\\n    91|\\n    92|\\n    93|def test_instrument_price_mapping_requires_provider_symbol_and_exchange_review() -> None:\\n    94|    conn = setup_conn()\\n    95|    conn.execute(\\\"UPDATE instruments SET exchange=NULL WHERE instrument_id='usd1'\\\")\\n    96|\\n    97|    result = ensure_instrument_price_mapping_quality(conn, instrument_id='usd1')\\n    98|\\n    99|    assert result.mapping_status == 'missing_provider_symbol'\\n   100|    assert 'ticker_without_exchange' in result.quality_flags\\n   101|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM alerts WHERE rule_id='missing_provider_symbol' AND status='active'\\\").fetchone()[\\\"n\\\"] == 1\\n   102|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM alerts WHERE rule_id='ambiguous_instrument_mapping' AND status='active'\\\").fetchone()[\\\"n\\\"] == 1\\n   103|\\n   104|\\n   105|def test_confirm_instrument_price_mapping_writes_audit() -> None:\\n   106|    conn = setup_conn()\\n   107|\\n   108|    mapping_id = confirm_instrument_price_mapping(conn, instrument_id='usd1', provider='mock', provider_symbol='USETF.N', provider_market='NYSE', confidence='manual', note='confirmed from broker')\\n   109|\\n   110|    mapping = conn.execute(\\\"SELECT * FROM instrument_price_mappings WHERE mapping_id=?\\\", (mapping_id,)).fetchone()\\n   111|    assert mapping['mapping_status'] == 'mapped'\\n   112|    assert mapping['provider_symbol'] == 'USETF.N'\\n   113|    assert conn.execute(\\\"SELECT COUNT(*) AS n FROM audit_log WHERE action='confirm_instrument_price_mapping'\\\").fetchone()[\\\"n\\\"] == 1\\n   114|\\n   115|\\n   116|def test_refresh_market_prices_with_mock_provider_stores_and_resolves_alert() -> None:\\n   117|    conn = setup_conn()\\n   118|    confirm_instrument_price_mapping(conn, instrument_id='usd1', provider='mock', provider_symbol='USETF.N', provider_market='NYSE', confidence='manual', note='test mapping')\\n   119|    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('mp1','warnung','market_data','instrument','usd1','missing_market_price','missing','active','now')\\\")\\n   120|    provider = MockEquityPriceProvider({'USETF.N': Decimal('10.25')})\\n   121|\\n   122|    result = refresh_market_prices(conn, provider=provider, asset_class='etf', price_date='2026-01-02')\\n   123|\\n   124|    assert result.updated_count == 1\\n   125|    price = conn.execute(\\\"SELECT close, quality_status FROM market_prices WHERE instrument_id='usd1'\\\").fetchone()\\n   126|    assert price['close'] == '10.25'\\n   127|    assert price['quality_status'] == 'fresh'\\n   128|    assert conn.execute(\\\"SELECT status FROM alerts WHERE alert_id='mp1'\\\").fetchone()[\\\"status\\\"] == \\\"resolved\\\"\\n   129|\\n   130|\\n   131|def test_missing_and_stale_market_price_alerts_are_deduped() -> None:\\n   132|    conn = setup_conn()\\n   133|    confirm_instrument_price_mapping(conn, instrument_id='usd1', provider='mock', provider_symbol='USETF.N', provider_market='NYSE', confidence='manual', note='test mapping')\\n   134|    provider = MockEquityPriceProvider({'USETF.N': None})\\n   135|\\n   136|    result = refresh_market_prices(conn, provider=provider, asset_class='etf', price_date='2026-01-02')\\n   137|    result2 = refresh_market_prices(conn, provider=provider, asset_class='etf', price_date='2026-01-02')\\n   138|\\n   139|    assert result.warning_count == 1\\n   140|    assert result2.warning_count == 1\\n   141|\", \"total_lines\": 162, \"file_size\": 10037, \"truncated\": true, \"hint\": \"Use offset=141 to continue reading (showing 1-140 of 162 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_Kxcwlwq4hueSfXCqUpWIf2nh"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Refining alert rule details**\n\nI noticed that I need to remove some duplicate lines to keep things organized. There's also an issue with line 33; it looks like rule_id is missing when it should be there, but not the missing_fx. I’m wondering if the process really should not fail in this case? I need to create an alert rule that addresses this! It’s all about making sure things are running smoothly. Let’s sort this out!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Refining alert rule details**\n\nI noticed that I need to remove some duplicate lines to keep things organized. There's also an issue with line 33; it looks like rule_id is missing when it should be there, but not the missing_fx. I’m wondering if the process really should not fail in this case? I need to create an alert rule that addresses this! It’s all about making sure things are running smoothly. Let’s sort this out!",
      "codex_reasoning_items": [
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          "id": "rs_0929deea316444c7016a070425eb3c8191ac35a99f1b465c49",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Refining alert rule details**\n\nI noticed that I need to remove some duplicate lines to keep things organized. There's also an issue with line 33; it looks like rule_id is missing when it should be there, but not the missing_fx. I’m wondering if the process really should not fail in this case? I need to create an alert rule that addresses this! It’s all about making sure things are running smoothly. Let’s sort this out!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_16X0XrIQAYhq7RZAREo1j7fB",
          "call_id": "call_16X0XrIQAYhq7RZAREo1j7fB",
          "response_item_id": "fc_0929deea316444c7016a070428c8288191bd28c385c8905c30",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"\",\"old_string\":\"def test_update_fx_rates_stores_usd_eur_and_resolves_missing_fx() -> None:\\n    assert alert[\\\"status\\\"] == \\\"resolved\\\"\\n\\n\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\\n@@ -57,10 +57,6 @@\\n     assert result.audit_events == 1\\n     assert conn.execute(\\\"SELECT status FROM alerts WHERE alert_id='al-chf'\\\").fetchone()['status'] == 'resolved'\\n     assert conn.execute(\\\"SELECT COUNT(*) AS c FROM audit_log WHERE action='set_chf_fx_not_needed'\\\").fetchone()['c'] == 1\\n-\\n-\\n-def test_update_fx_rates_stores_usd_eur_and_resolves_missing_fx() -> None:\\n-    assert alert[\\\"status\\\"] == \\\"resolved\\\"\\n \\n \\n def test_update_fx_rates_stores_usd_eur_and_resolves_missing_fx() -> None:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
      "tool_call_id": "call_16X0XrIQAYhq7RZAREo1j7fB"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Fixing SQL alert issues**\n\nI’m trying to fix the first alert SQL. It has the rule_id set as 'missing', a message of 'active', and the status marked as 'now'. But I believe the columns like alert_id, priority, category, entity_type, entity_id, rule_id, message, status, and created_at don’t quite align. The values don’t assert correctly, so I might need to clean this up. I could consider using missing_fx to correct it with 'missing active now'.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Fixing SQL alert issues**\n\nI’m trying to fix the first alert SQL. It has the rule_id set as 'missing', a message of 'active', and the status marked as 'now'. But I believe the columns like alert_id, priority, category, entity_type, entity_id, rule_id, message, status, and created_at don’t quite align. The values don’t assert correctly, so I might need to clean this up. I could consider using missing_fx to correct it with 'missing active now'.",
      "codex_reasoning_items": [
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          "id": "rs_0605c55a83fb3dba016a07042e4ff081918c3029110ccc3906",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Fixing SQL alert issues**\n\nI’m trying to fix the first alert SQL. It has the rule_id set as 'missing', a message of 'active', and the status marked as 'now'. But I believe the columns like alert_id, priority, category, entity_type, entity_id, rule_id, message, status, and created_at don’t quite align. The values don’t assert correctly, so I might need to clean this up. I could consider using missing_fx to correct it with 'missing active now'."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_j2GiN3ReGsKvLqcw0PODBFRv",
          "call_id": "call_j2GiN3ReGsKvLqcw0PODBFRv",
          "response_item_id": "fc_0605c55a83fb3dba016a070431c0a881919978dda043e29096",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing_fx','missing','active','now')\\\")\",\"old_string\":\"    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing','active','now')\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\"}"
          }
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      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\\n@@ -30,7 +30,7 @@\\n         INSERT INTO transactions(transaction_id, transaction_type, account_id, instrument_id, trade_date, quantity, currency_original, fx_status, source_type, is_confirmed, quality_status, created_at)\\n         VALUES('tx-chf','initial_position_snapshot','a1','chf1','2025-12-31','1','CHF','missing','test',1,'warning','now')\\n     \\\"\\\"\\\")\\n-    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing','active','now')\\\")\\n+    conn.execute(\\\"INSERT INTO alerts(alert_id,priority,category,entity_type,entity_id,rule_id,message,status,created_at) VALUES('al-chf','kritisch','ledger','instrument','chf1','missing_fx','missing','active','now')\\\")\\n \\n     assert get_fx_rate_to_chf(conn, base_currency='CHF') == Decimal('1')\\n     row = conn.execute(\\\"SELECT fx_rate_to_chf, fx_source, fx_status FROM transactions WHERE transaction_id='tx-chf'\\\").fetchone()\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_fx_market_data_phase_c.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_j2GiN3ReGsKvLqcw0PODBFRv"
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      "reasoning": "**Addressing data quality issues**\n\nI need to add rows to the DQ (data quality) center and make sure to patch the function that retrieves data quality. This sounds straightforward, but I want to ensure I'm not overlooking any details. It's important to make sure everything gets implemented correctly. I should probably double-check the data quality standards we’re aiming for! Alright, let’s tackle this step by step to make sure it all goes smoothly.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Addressing data quality issues**\n\nI need to add rows to the DQ (data quality) center and make sure to patch the function that retrieves data quality. This sounds straightforward, but I want to ensure I'm not overlooking any details. It's important to make sure everything gets implemented correctly. I should probably double-check the data quality standards we’re aiming for! Alright, let’s tackle this step by step to make sure it all goes smoothly.",
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          "id": "rs_0fb0459932d8ab17016a070435ebe481918cb120827daf32e9",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Addressing data quality issues**\n\nI need to add rows to the DQ (data quality) center and make sure to patch the function that retrieves data quality. This sounds straightforward, but I want to ensure I'm not overlooking any details. It's important to make sure everything gets implemented correctly. I should probably double-check the data quality standards we’re aiming for! Alright, let’s tackle this step by step to make sure it all goes smoothly."
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      "tool_calls": [
        {
          "id": "call_ILC8kT4oqMUUf0AjWDQfJByz",
          "call_id": "call_ILC8kT4oqMUUf0AjWDQfJByz",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        (\\\"fehlende FX\\\", \\\"SELECT COUNT(*) AS c FROM transactions WHERE fx_status='missing'\\\", \\\"kritisch\\\"),\\n        (\\\"fehlende/stale FX Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id IN ('missing_fx','stale_fx')\\\", \\\"kritisch\\\"),\\n        (\\\"fehlende Provider-Symbole\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='missing_provider_symbol'\\\", \\\"warnung\\\"),\\n        (\\\"fehlende Market Prices\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='missing_market_price'\\\", \\\"warnung\\\"),\\n        (\\\"stale Market Prices\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='stale_market_price'\\\", \\\"warnung\\\"),\\n        (\\\"ambiguous Instrument Mapping\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='ambiguous_instrument_mapping'\\\", \\\"warnung\\\"),\\n        (\\\"price currency mismatch\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='price_currency_mismatch'\\\", \\\"warnung\\\"),\\n        (\\\"snapshot_only Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='snapshot_only'\\\", \\\"info\\\"),\\n        (\\\"cost_basis_uncertain Alerts\\\", \\\"SELECT COUNT(*) AS c FROM alerts WHERE status='active' AND rule_id='cost_basis_uncertain'\\\", \\\"warnung\\\"),\",\"old_string\":\"        (\\\"fehlende FX\\\", \\\"SELECT COUNT(*) AS c FROM transactions WHERE fx_status='missing'\\\", \\\"kritisch\\\"),\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/dashboard/data.py\"}"
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    {
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            "arguments": "{\"command\":\"PYTHONPATH=src python - <<'PY'\\nfrom jarvis_finance.config.settings import load_settings\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.market_data.mappings import ensure_instrument_price_mapping_quality\\ns=load_settings(); conn=connect(s.db_path); apply_migrations(conn)\\nids=[r['instrument_id'] for r in conn.execute(\\\"SELECT DISTINCT instrument_id FROM transactions WHERE transaction_type='initial_position_snapshot' AND source_type='broker_import_reviewed_snapshot' AND COALESCE(is_voided,0)=0 AND instrument_id IS NOT NULL\\\").fetchall()]\\nfor instrument_id in ids:\\n    ensure_instrument_price_mapping_quality(conn, instrument_id=instrument_id)\\nprint(f\\\"MAPPING_RECHECK instruments={len(ids)}\\\")\\nconn.close()\\nPY\\nPYTHONPATH=src python -m jarvis_finance.cli.main update-market-prices --asset-class etf --limit 3 --dry-run\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "name": "terminal",
      "content": "{\"output\": \"MAPPING_RECHECK instruments=3\\nMARKET_PRICE_UPDATE asset_class=etf total_mappings=0 updated=0 cached=0 skipped=0 stale=0 warnings=0 errors=0 dry_run=true\", \"exit_code\": 0, \"error\": null}",
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      "content": "",
      "reasoning": "**Gathering valuation status**\n\nI'm looking into the C4 valuation status aggregate and assessing that I need to use a script without specific values. My focus is on counting items and examining active alerts categorized by rule. I'm also considering if the position calculations might generate a missing market price. It looks like there's a function calling _add_warning that creates alerts for any missing market price—so I need to check positions for clarity there.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Gathering valuation status**\n\nI'm looking into the C4 valuation status aggregate and assessing that I need to use a script without specific values. My focus is on counting items and examining active alerts categorized by rule. I'm also considering if the position calculations might generate a missing market price. It looks like there's a function calling _add_warning that creates alerts for any missing market price—so I need to check positions for clarity there.",
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      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from dataclasses import dataclass, field\\n     4|from decimal import Decimal, ROUND_HALF_UP\\n     5|from sqlite3 import Connection\\n     6|\\n     7|from jarvis_finance.audit.log import record_audit_event\\n     8|from jarvis_finance.imports.common import stable_id, utc_now\\n     9|from jarvis_finance.quality.alerts import create_alert\\n    10|from jarvis_finance.fx.rates import latest_fx_rate\\n    11|\\n    12|from .cost_basis import WeightedAverageLot\\n    13|\\n    14|MONEY = Decimal(\\\"0.01\\\")\\n    15|\\n    16|\\n    17|def _d(value: object, default: str = \\\"0\\\") -> Decimal:\\n    18|    if value is None or str(value).strip() == \\\"\\\":\\n    19|        return Decimal(default)\\n    20|    return Decimal(str(value))\\n    21|\\n    22|\\n    23|def _money(value: Decimal | None) -> Decimal | None:\\n    24|    if value is None:\\n    25|        return None\\n    26|    return value.quantize(MONEY, rounding=ROUND_HALF_UP)\\n    27|\\n    28|\\n    29|@dataclass\\n    30|class Position:\\n    31|    account_id: str\\n    32|    instrument_id: str\\n    33|    quantity: Decimal = Decimal(\\\"0\\\")\\n    34|    cost_basis_original: Decimal = Decimal(\\\"0\\\")\\n    35|    cost_basis_chf: Decimal = Decimal(\\\"0\\\")\\n    36|    average_cost_original: Decimal | None = None\\n    37|    average_cost_chf: Decimal | None = None\\n    38|    realized_pnl_chf: Decimal = Decimal(\\\"0\\\")\\n    39|    income_chf: Decimal = Decimal(\\\"0\\\")\\n    40|    fees_chf: Decimal = Decimal(\\\"0\\\")\\n    41|    taxes_chf: Decimal = Decimal(\\\"0\\\")\\n    42|    market_price_original: Decimal | None = None\\n    43|    market_value_original: Decimal | None = None\\n    44|    market_value_chf: Decimal | None = None\\n    45|    unrealized_pnl_chf: Decimal | None = None\\n    46|    total_return_chf: Decimal | None = None\\n    47|    data_quality_status: str = \\\"ok\\\"\\n    48|    quality_warnings: list[str] = field(default_factory=list)\\n    49|\\n    50|\\n    51|@dataclass\\n    52|class PositionCalculationResult:\\n    53|    positions: dict[tuple[str, str], Position] = field(default_factory=dict)\\n    54|    as_of_date: str | None = None\\n    55|\\n    56|\\n    57|def _latest_market_price(conn: Connection, instrument_id: str, as_of_date: str | None):\\n    58|    if as_of_date:\\n    59|        return conn.execute(\\n    60|            \\\"\\\"\\\"\\n    61|            SELECT close, currency FROM market_prices\\n    62|            WHERE instrument_id=? AND price_date <= ? AND quality_status IN ('fresh','ok')\\n    63|            ORDER BY price_date DESC, created_at DESC LIMIT 1\\n    64|            \\\"\\\"\\\",\\n    65|            (instrument_id, as_of_date),\\n    66|        ).fetchone()\\n    67|    return conn.execute(\\n    68|        \\\"\\\"\\\"\\n    69|        SELECT close, currency FROM market_prices\\n    70|        WHERE instrument_id=? AND quality_status IN ('fresh','ok')\\n    71|        ORDER BY price_date DESC, created_at DESC LIMIT 1\\n    72|        \\\"\\\"\\\",\\n    73|        (instrument_id,),\\n    74|    ).fetchone()\\n    75|\\n    76|\\n    77|def _add_warning(conn: Connection, pos: Position, rule_id: str, message: str) -> None:\\n    78|    if rule_id not in pos.quality_warnings:\\n    79|        pos.quality_warnings.append(rule_id)\\n    80|    pos.data_quality_status = \\\"incomplete\\\"\\n    81|    create_alert(\\n    82|        conn,\\n    83|        priority=\\\"kritisch\\\" if rule_id == \\\"missing_fx\\\" else \\\"warnung\\\",\\n    84|        category=\\\"ledger\\\",\\n    85|        entity_type=\\\"instrument\\\",\\n    86|        entity_id=pos.instrument_id,\\n    87|        rule_id=rule_id,\\n    88|        message=message,\\n    89|        evidence={\\\"account_id\\\": pos.account_id, \\\"instrument_id\\\": pos.instrument_id},\\n    90|    )\\n    91|\\n    92|\\n    93|def calculate_positions(conn: Connection, *, as_of_date: str | None = None) -> PositionCalculationResult:\\n    94|    result = PositionCalculationResult(as_of_date=as_of_date)\\n    95|    lots: dict[tuple[str, str], WeightedAverageLot] = {}\\n    96|    params: tuple[object, ...] = ()\\n    97|    where = \\\"WHERE instrument_id IS NOT NULL AND COALESCE(is_voided, 0) = 0\\\"\\n    98|    if as_of_date:\\n    99|        where += \\\" AND trade_date <= ?\\\"\\n   100|        params = (as_of_date,)\\n   101|    rows = conn.execute(\\n   102|        f\\\"\\\"\\\"\\n   103|        SELECT * FROM transactions\\n   104|        {where}\\n   105|        ORDER BY account_id, instrument_id, trade_date, created_at, transaction_id\\n   106|        \\\"\\\"\\\",\\n   107|        params,\\n   108|    ).fetchall()\\n   109|    for row in rows:\\n   110|        key = (row[\\\"account_id\\\"], row[\\\"instrument_id\\\"])\\n   111|        pos = result.positions.setdefault(key, Position(row[\\\"account_id\\\"], row[\\\"instrument_id\\\"]))\\n   112|        lot = lots.setdefault(key, WeightedAverageLot())\\n   113|        t = row[\\\"transaction_type\\\"]\\n   114|        qty = _d(row[\\\"quantity\\\"])\\n   115|        gross = _d(row[\\\"gross_amount_original\\\"])\\n   116|        fee = _d(row[\\\"fee_original\\\"])\\n   117|        tax = _d(row[\\\"tax_original\\\"])\\n   118|        fx = _d(row[\\\"fx_rate_to_chf\\\"], \\\"1\\\") if row[\\\"fx_rate_to_chf\\\"] is not None else None\\n   119|        if fx is None or row[\\\"fx_status\\\"] == \\\"missing\\\":\\n   120|            _add_warning(conn, pos, \\\"missing_fx\\\", \\\"Historic FX is missing; precise CHF total return cannot be calculated.\\\")\\n   121|        if t in {\\\"initial_position_snapshot\\\", \\\"buy\\\"}:\\n   122|            if qty > 0:\\n   123|                cost_original = gross + fee\\n   124|                cost_chf = (gross + fee) * fx if fx is not None else Decimal(\\\"0\\\")\\n   125|                lot.buy(qty, cost_original, cost_chf)\\n   126|                pos.fees_chf += fee * fx if fx is not None else Decimal(\\\"0\\\")\\n   127|                pos.taxes_chf += tax * fx if fx is not None else Decimal(\\\"0\\\")\\n   128|        elif t in {\\\"partial_sell\\\", \\\"full_sell\\\"}:\\n   129|            if qty > 0:\\n   130|                proceeds_chf = (gross - fee - tax) * fx if fx is not None else Decimal(\\\"0\\\")\\n   131|                lot.sell(qty, proceeds_chf)\\n   132|                pos.fees_chf += fee * fx if fx is not None else Decimal(\\\"0\\\")\\n   133|                pos.taxes_chf += tax * fx if fx is not None else Decimal(\\\"0\\\")\\n   134|        elif t in {\\\"dividend\\\", \\\"etf_distribution\\\"}:\\n   135|            income_original = _d(row[\\\"net_amount_original\\\"]) if row[\\\"net_amount_original\\\"] is not None else gross - fee - tax\\n   136|            if fx is not None:\\n   137|                pos.income_chf += income_original * fx\\n   138|                pos.fees_chf += fee * fx\\n   139|                pos.taxes_chf += tax * fx\\n   140|        if t == \\\"initial_position_snapshot\\\":\\n   141|            _add_warning(conn, pos, \\\"snapshot_only\\\", \\\"Initial snapshot lacks full transaction history; performance is incomplete.\\\")\\n   142|            if gross == 0 or fx is None:\\n   143|                _add_warning(conn, pos, \\\"cost_basis_uncertain\\\", \\\"Cost basis is uncertain for this initial snapshot.\\\")\\n   144|    for key, lot in lots.items():\\n   145|        pos = result.positions[key]\\n   146|        pos.quantity = lot.quantity.normalize()\\n   147|        pos.cost_basis_original = _money(lot.cost_basis_original) or Decimal(\\\"0\\\")\\n   148|        pos.cost_basis_chf = _money(lot.cost_basis_chf) or Decimal(\\\"0\\\")\\n   149|        pos.average_cost_original = lot.average_cost_original\\n   150|        pos.average_cost_chf = lot.average_cost_chf\\n   151|        pos.realized_pnl_chf = _money(lot.realized_pnl_chf) or Decimal(\\\"0\\\")\\n   152|        pos.income_chf = _money(pos.income_chf) or Decimal(\\\"0\\\")\\n   153|        pos.fees_chf = _money(pos.fees_chf) or Decimal(\\\"0\\\")\\n   154|        pos.taxes_chf = _money(pos.taxes_chf) or Decimal(\\\"0\\\")\\n   155|        market = _latest_market_price(conn, pos.instrument_id, as_of_date)\\n   156|        if market is None:\\n   157|            _add_warning(conn, pos, \\\"missing_market_price\\\", \\\"Market price is missing; unrealized P&L cannot be calculated.\\\")\\n   158|        else:\\n   159|            pos.market_price_original = _d(market[\\\"close\\\"])\\n   160|            pos.market_value_original = _money(pos.quantity * pos.market_price_original)\\n   161|            # MVP: use only local FX data; dashboards never call providers during render.\\n   162|            if market[\\\"currency\\\"] == \\\"CHF\\\":\\n   163|                pos.market_value_chf = pos.market_value_original\\n   164|                pos.unrealized_pnl_chf = _money(pos.market_value_chf - pos.cost_basis_chf)\\n   165|            else:\\n   166|                fx_row = latest_fx_rate(conn, base_currency=market[\\\"currency\\\"], quote_currency=\\\"CHF\\\", rate_date=as_of_date)\\n   167|                if fx_row:\\n   168|                    market_fx = _d(fx_row[\\\"rate\\\"])\\n   169|                    pos.market_value_chf = _money(pos.market_value_original * market_fx) if pos.market_value_original is not None else None\\n   170|                    if pos.market_value_chf is not None:\\n   171|                        pos.unrealized_pnl_chf = _money(pos.market_value_chf - pos.cost_basis_chf)\\n   172|                else:\\n   173|                    _add_warning(conn, pos, \\\"missing_fx\\\", \\\"Market FX is missing; CHF valuation is incomplete.\\\")\\n   174|        if pos.market_value_chf is not None and \\\"missing_fx\\\" not in pos.quality_warnings and \\\"cost_basis_uncertain\\\" not in pos.quality_warnings and \\\"snapshot_only\\\" not in pos.quality_warnings:\\n   175|            pos.total_return_chf = _money((pos.unrealized_pnl_chf or Decimal(\\\"0\\\")) + pos.realized_pnl_chf + pos.income_chf - pos.fees_chf - pos.taxes_chf)\\n   176|        else:\\n   177|            pos.total_return_chf = None\\n   178|    conn.commit()\\n   179|    return result\\n   180|\\n   181|\\n   182|def save_position_snapshots(conn: Connection, result: PositionCalculationResult, *, note: str) -> list[str]:\\n   183|    if not note.strip():\\n   184|        raise ValueError(\\\"position snapshot requires a note\\\")\\n   185|    now = utc_now()\\n   186|    snapshot_date = result.as_of_date or now[:10]\\n   187|    ids: list[str] = []\\n   188|    for (account_id, instrument_id), pos in result.positions.items():\\n   189|        row = conn.execute(\\\"SELECT platform_id FROM accounts WHERE account_id=?\\\", (account_id,)).fetchone()\\n   190|        platform_id = row[\\\"platform_id\\\"] if row else None\\n   191|        snapshot_id = stable_id(\\\"possnap\\\", snapshot_date, account_id, instrument_id)\\n   192|        conn.execute(\\n   193|            \\\"\\\"\\\"\\n   194|            INSERT OR REPLACE INTO positions_snapshot(\\n   195|                position_snapshot_id, snapshot_date, account_id, platform_id, instrument_id,\\n   196|                quantity, average_cost_original, cost_basis_original, cost_basis_chf,\\n   197|                market_price_original, market_value_original, market_value_chf,\\n   198|                unrealized_price_pnl_chf, realized_pnl_chf, income_chf, fees_chf,\\n   199|                taxes_chf, total_return_chf, data_quality_status, created_at\\n   200|            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n   201|            \\\"\\\"\\\",\\n   202|            (\\n   203|                snapshot_id, snapshot_date, account_id, platform_id, instrument_id,\\n   204|                str(pos.quantity), str(pos.average_cost_original) if pos.average_cost_original is not None else None,\\n   205|                str(pos.cost_basis_original), str(pos.cost_basis_chf),\\n   206|                str(pos.market_price_original) if pos.market_price_original is not None else None,\\n   207|                str(pos.market_value_original) if pos.market_value_original is not None else None,\\n   208|                str(pos.market_value_chf) if pos.market_value_chf is not None else None,\\n   209|                str(pos.unrealized_pnl_chf) if pos.unrealized_pnl_chf is not None else None,\\n   210|                str(pos.realized_pnl_chf), str(pos.income_chf), str(pos.fees_chf),\\n   211|                str(pos.taxes_chf), str(pos.total_return_chf) if pos.total_return_chf is not None else None,\\n   212|                pos.data_quality_status, now,\\n   213|            ),\\n   214|        )\\n   215|        record_audit_event(\\n   216|            conn,\\n   217|            source=\\\"ledger_positions\\\",\\n   218|            action=\\\"calculate_position_snapshot\\\",\\n   219|            entity_type=\\\"position_snapshot\\\",\\n   220|            entity_id=snapshot_id,\\n   221|\", \"total_lines\": 228, \"file_size\": 10851, \"truncated\": true, \"hint\": \"Use offset=221 to continue reading (showing 1-220 of 228 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_rDSWubEiRR7Sw7YX3LP7ZzoK"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Calculating positions for alerts**\n\nI need to calculate positions, which might involve creating active alerts. Should I do this specifically for C7? It seems like the data quality is okay, but I notice there's no position snapshot writes happening. I need to consider how to aggregate runtime for this process. It's all about making sure everything is accurate and functioning well!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Calculating positions for alerts**\n\nI need to calculate positions, which might involve creating active alerts. Should I do this specifically for C7? It seems like the data quality is okay, but I notice there's no position snapshot writes happening. I need to consider how to aggregate runtime for this process. It's all about making sure everything is accurate and functioning well!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqBwSgNTAHXm6mcnQJ2Q7YuPvdLNfEtrSOi2St6NRY2Sfvnurs4W9KR6-yOgLEW4RPQwL75Dhn0lvO3ZifoFTba0DY9Bqt7vfpg916R5gsYvoM-reoNdEV-Xt2s27m7NdvhC2lqJbrG-ah3IhyG-Z4NhqTkHPR06NVbXw6z43DD5OnXfRKI7ytvPTRR9M9dp1RogtLAscQtJS1H_32wx6jJhU455RbssDEofeqddETr3WJ5uM3_vUd-GzvrvBEsBm12b2RJqxkrZEBfs7CH5ZwG4ex1QAsbTffCisgbd62WevalWJeUxWxt86-kMvRtwA4TOTnmxIrd4pGYDZbBquBwh2GiFCmtOD8G2TB0sFGn0Y2MDnMM6DZYRr8B1n_eEy6Ly1m7BQrQ_QwACTmOF85oW1eCQdPmNUbqwppZzwRm4zIg88t7wEaXgsgJiR2B6PMFDOyBexoFruY4tqrcu5JOP2ZqehKp8Q9qnLZdhQAAhOvLtG3_e8Rsc8pzqHQ4mbgEsdX076jDwN9SDhtx2BQfoOaS1hm33khIFwxVBXA0msH2oFha7wzYjREuT2DYdyYAfTBuy2jiw8lWABlDQabtzGTYVjW-fqBSpl9fxPrpFcdu_jxlNWdkUOnsi-3fSFMAtwW_cvqT-GiPeJPZmJgYoEpk9tTRsK3Ybpx90bFsZC7upDzxoEU3h_IogIJOeJ_tlmAdjKYo5dXQJxrg3clBMNX8n_k775fIT86Ms9XGoOmwyZ-TqIeGRkE4YHmmEuBwh8HW4-0BxG4sP9nmGREzMmihyOY6XotCuAayUG41SkQvZ4gsOhX-bJiVYn4aMH7zAQ31Oty1muvDEZtRC-CUnHByDSYO9dwCvFrxDAaDuFfV6pmWAWS5nCAOv4IaErU-GM7nRu8OiAkBKDthVV5W0NpiOT8jqNfa3b7XEsz5g2Pn1oukhQ1nL6VpHEKFnCvXYraeSh20b6IJRIMvjmb7cywXxaN7KKDEpIIXRJ5vD4q1O1RmJJjJm526H3B_1axuh3a74jiaM65YEpKR6EWtXYCjpDedD2XnnYQee5DekBpJGJqUqkBd1KHLCeESWl_WxgqqPSFzQZxjS8It5E8zYsZHA==",
          "id": "rs_038a446df157a9a4016a07049df9288191a9ebec0567f4948b",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Calculating positions for alerts**\n\nI need to calculate positions, which might involve creating active alerts. Should I do this specifically for C7? It seems like the data quality is okay, but I notice there's no position snapshot writes happening. I need to consider how to aggregate runtime for this process. It's all about making sure everything is accurate and functioning well!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_08N95v8E8QfIjo5Vz6QdsbZZ",
          "call_id": "call_08N95v8E8QfIjo5Vz6QdsbZZ",
          "response_item_id": "fc_038a446df157a9a4016a0704a04d9081919b1b865a61c4dd52",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"PYTHONPATH=src python - <<'PY'\\nfrom collections import Counter\\nfrom jarvis_finance.config.settings import load_settings\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.ledger.positions import calculate_positions\\ns=load_settings(); conn=connect(s.db_path); apply_migrations(conn)\\n# Trigger local-only valuation/data-quality calculation; no snapshot writes.\\npositions=calculate_positions(conn).positions\\nsource_instruments={r['instrument_id'] for r in conn.execute(\\\"SELECT DISTINCT instrument_id FROM transactions WHERE transaction_type='initial_position_snapshot' AND source_type='broker_import_reviewed_snapshot' AND COALESCE(is_voided,0)=0\\\").fetchall()}\\nrelevant=[p for (acct, inst), p in positions.items() if inst in source_instruments]\\nfx_ok=sum(1 for p in relevant if 'missing_fx' not in p.quality_warnings)\\nmissing_fx=sum(1 for p in relevant if 'missing_fx' in p.quality_warnings)\\nmarket_ok=sum(1 for p in relevant if p.market_price_original is not None)\\nmissing_market=sum(1 for p in relevant if p.market_price_original is None)\\nfull=sum(1 for p in relevant if p.market_value_chf is not None and 'missing_fx' not in p.quality_warnings and 'missing_market_price' not in p.quality_warnings)\\nalerts=conn.execute(\\\"SELECT rule_id, COUNT(*) AS c FROM alerts WHERE status='active' GROUP BY rule_id ORDER BY rule_id\\\").fetchall()\\nprint(f\\\"C7_AGG positions_total={len(relevant)} fx_ok_or_not_needed={fx_ok} missing_fx={missing_fx} market_price_ok={market_ok} missing_market_price={missing_market} complete_chf_valuation={full}\\\")\\nprint(\\\"ACTIVE_ALERTS \\\" + \\\" \\\".join(f\\\"{r['rule_id']}={r['c']}\\\" for r in alerts))\\nconn.close()\\nPY\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"C7_AGG positions_total=3 fx_ok_or_not_needed=0 missing_fx=3 market_price_ok=0 missing_market_price=3 complete_chf_valuation=0\\nACTIVE_ALERTS cost_basis_uncertain=3 missing_fx=3 missing_market_price=3 missing_provider_symbol=3 snapshot_only=3\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_08N95v8E8QfIjo5Vz6QdsbZZ"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqBwSuRND9D1lkwrsqhX4ZxumtfUeJQy2d172dYQ14GLGM5S6GtJjomR9560jAX_f_d0Fk5IbyCxYjaNQoP384-2BFTAGh9pxpSIYOPdlLPdm0mhKroy_yJC_iqbSEY20SqW7Tt5keyjQFjqLsQxgrlI0O7TO2-Z3pveQdVlAMQT2MVz1cfoTHtrXWAjO5hvTYuNKZS59K4s7g_P4CUKxZJ3M10qp9DuvlGOMNNE_0rM8FBR7CaJGA-v9LfLSD0guGRRM89MiiKF9ju5kr57QqgzRrR5_aQVuqBo5T23fwGAst39ogkgjuXyEIniyz5Wzc5ES7E6kt49RINMPJv9-Fs0wnbQcGzDVHZR2WvErZxxxyT8IYbDQICQphw0-IQxW4HoMRUpuCEhMDQORuXIuW6JbznPnEMrwS4C88IXfZTH2H4BCnBxQtprVTPvC1I22Wz6Dum69gZMSFjmp_Op1tvtQkGF4t89MMSf3H3YKywYWg5mWQKkYnYsBuTQ0jmWtTMlZreF7M7amMmfeZ30x6bhTwL247IL9CN0rAWYTdQ_qB1zisSpQiUU-cWwGnWHKpR-ltkW7yfS6IxaNr-NhJUsMVzhvTAA6_0_FAeHhoqMoqGnhoh87LSmv7m1EHp-6aA-Tq2F6qxmfPLbUvyAU1L3sAJyMqngYJLNd3oyoWcRGTJlcEWtBYbF6Dxo_hePGuk2XfLc2PqCGnul7uWLEc4T5zllBkCP-kLN_Ad6cZ5gGu5p5gqFj3Qi4QRXZz5GYc-4qKRCzG7idQ--3r7i3E133moQP4_ruQidWNY3DccC8gA_zoZf_jIKnV9S3HZPXV1W_rHC_CR7iDfFDEtSZJoJtgC1ww_d_vLMyLUL1OD9c-EY5I757A5KYMq9_X51qD_SIQVuxD499YHIA9k8s85ruK_G6PUjZZ4d4lojcqGdvzDuTW1SY04AeFWggYoufPuZfy8ANT3wea_RXKejeKsqa9ivbsxDyd3RRZo9gMw5y207UvA2bCBu_mczm7003jWjK7muKLY2SwD1if4QcAGKqVUzXqHK2jZLcwPCUwSaz_TxCt__FGD_dfL5UhsdYC9pQQUPJ4M4Im5zY1HW8Ev9AZrCw5OHiikwdeRg3KUqVQGqUmGoKkzKi0p0-cgmvXkXnGKQ0Jinqn7lPV0KL_SwbXMW_7qPqlhtH42hTBNy-U415sS-mPJMGfbZmW0Zkl1-GEeJgmLs7QfrbObKMYSY1TVunRwTxk7uux3u3niP1Dtq38VywIpcNKDZgLxwMFwpM29sZ6X_C6ptoeJSpvOfsAFK_AdRApwWhL2NF7c7HHWz_f3NrLp2yuaHS9wIkFBimql30bN_4x6g7Gop5GCE50zleF7gAChjfMTRBY1cZYc6M1MjCRr0GDVELbHsUQMwEk-aYS3tGJjY8pmLkpvpcghjXIGANGt5I64ID-f14uID2lnxDtR8WffYjZ_3rWSwTbuXseP21K6fXFsK4IUkFKwOXTLijEvMyV-smyQEOWs4t_ahEdTrBifCNWe63b-Wf9OMrvf5pSpqdCNiWPhypBs0FFlAQ27OleLRfVwSGN75MLhsnixYfXJBhxdRPAGQOFVfvDt5pvdo8TqaFK_jl__kCm5CbdPFNLZXOoTWh1PskHO4M5eMze_V89NLVmy0KA",
          "id": "rs_0f0f59ebf2f96dfc016a0704ac22ec8191a4c2f5048fa9560a",
          "summary": []
        }
      ],
      "tool_calls": [
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      "content": "{\"success\": true, \"name\": \"github-pr-workflow\", \"description\": \"GitHub PR lifecycle: branch, commit, open, CI, merge.\", \"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"], \"content\": \"---\\nname: github-pr-workflow\\ndescription: \\\"GitHub PR lifecycle: branch, commit, open, CI, merge.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [GitHub, Pull-Requests, CI/CD, Git, Automation, Merge]\\n    related_skills: [github-auth, github-code-review]\\n---\\n\\n# GitHub Pull Request Workflow\\n\\nComplete guide for managing the PR lifecycle. Each section shows the `gh` way first, then the `git` + `curl` fallback for machines without `gh`.\\n\\n## Prerequisites\\n\\n- Authenticated with GitHub (see `github-auth` skill)\\n- Inside a git repository with a GitHub remote\\n\\n### Quick Auth Detection\\n\\n```bash\\n# Determine which method to use throughout this workflow\\nif command -v gh &>/dev/null && gh auth status &>/dev/null; then\\n  AUTH=\\\"gh\\\"\\nelse\\n  AUTH=\\\"git\\\"\\n  # Ensure we have a token for API calls\\n  if [ -z \\\"$GITHUB_TOKEN\\\" ]; then\\n    if [ -f ~/.hermes/.env ] && grep -q \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env; then\\n      GITHUB_TOKEN=$(grep \\\"^GITHUB_TOKEN=\\\" ~/.hermes/.env | head -1 | cut -d= -f2 | tr -d '\\\\n\\\\r')\\n    elif grep -q \\\"github.com\\\" ~/.git-credentials 2>/dev/null; then\\n      GITHUB_TOKEN=$(grep \\\"github.com\\\" ~/.git-credentials 2>/dev/null | head -1 | sed 's|https://[^:]*:\\\\([^@]*\\\\)@.*|\\\\1|')\\n    fi\\n  fi\\nfi\\necho \\\"Using: $AUTH\\\"\\n```\\n\\n### Extracting Owner/Repo from the Git Remote\\n\\nMany `curl` commands need `owner/repo`. Extract it from the git remote:\\n\\n```bash\\n# Works for both HTTPS and SSH remote URLs\\nREMOTE_URL=$(git remote get-url origin)\\nOWNER_REPO=$(echo \\\"$REMOTE_URL\\\" | sed -E 's|.*github\\\\.com[:/]||; s|\\\\.git$||')\\nOWNER=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f1)\\nREPO=$(echo \\\"$OWNER_REPO\\\" | cut -d/ -f2)\\necho \\\"Owner: $OWNER, Repo: $REPO\\\"\\n```\\n\\n---\\n\\n## 1. Branch Creation\\n\\nThis part is pure `git` — identical either way:\\n\\n```bash\\n# Make sure you're up to date\\ngit fetch origin\\ngit checkout main && git pull origin main\\n\\n# Create and switch to a new branch\\ngit checkout -b feat/add-user-authentication\\n```\\n\\nBranch naming conventions:\\n- `feat/description` — new features\\n- `fix/description` — bug fixes\\n- `refactor/description` — code restructuring\\n- `docs/description` — documentation\\n- `ci/description` — CI/CD changes\\n\\n## 2. Making Commits\\n\\nUse the agent's file tools (`write_file`, `patch`) to make changes, then commit:\\n\\n```bash\\n# Stage specific files\\ngit add src/auth.py src/models/user.py tests/test_auth.py\\n\\n# Commit with a conventional commit message\\ngit commit -m \\\"feat: add JWT-based user authentication\\n\\n- Add login/register endpoints\\n- Add User model with password hashing\\n- Add auth middleware for protected routes\\n- Add unit tests for auth flow\\\"\\n```\\n\\nCommit message format (Conventional Commits):\\n```\\ntype(scope): short description\\n\\nLonger explanation if needed. Wrap at 72 characters.\\n```\\n\\nTypes: `feat`, `fix`, `refactor`, `docs`, `test`, `ci`, `chore`, `perf`\\n\\n## 3. Pushing and Creating a PR\\n\\n### Push the Branch (same either way)\\n\\n```bash\\ngit push -u origin HEAD\\n```\\n\\n### Create the PR\\n\\n**With gh:**\\n\\n```bash\\ngh pr create \\\\\\n  --title \\\"feat: add JWT-based user authentication\\\" \\\\\\n  --body \\\"## Summary\\n- Adds login and register API endpoints\\n- JWT token generation and validation\\n\\n## Test Plan\\n- [ ] Unit tests pass\\n\\nCloses #42\\\"\\n```\\n\\nOptions: `--draft`, `--reviewer user1,user2`, `--label \\\"enhancement\\\"`, `--base develop`\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  -H \\\"Accept: application/vnd.github.v3+json\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls \\\\\\n  -d \\\"{\\n    \\\\\\\"title\\\\\\\": \\\\\\\"feat: add JWT-based user authentication\\\\\\\",\\n    \\\\\\\"body\\\\\\\": \\\\\\\"## Summary\\\\nAdds login and register API endpoints.\\\\n\\\\nCloses #42\\\\\\\",\\n    \\\\\\\"head\\\\\\\": \\\\\\\"$BRANCH\\\\\\\",\\n    \\\\\\\"base\\\\\\\": \\\\\\\"main\\\\\\\"\\n  }\\\"\\n```\\n\\nThe response JSON includes the PR `number` — save it for later commands.\\n\\nTo create as a draft, add `\\\"draft\\\": true` to the JSON body.\\n\\n## 4. Monitoring CI Status\\n\\n### Check CI Status\\n\\n**With gh:**\\n\\n```bash\\n# One-shot check\\ngh pr checks\\n\\n# Watch until all checks finish (polls every 10s)\\ngh pr checks --watch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\n# Get the latest commit SHA on the current branch\\nSHA=$(git rev-parse HEAD)\\n\\n# Query the combined status\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nprint(f\\\\\\\"Overall: {data['state']}\\\\\\\")\\nfor s in data.get('statuses', []):\\n    print(f\\\\\\\"  {s['context']}: {s['state']} - {s.get('description', '')}\\\\\\\")\\\"\\n\\n# Also check GitHub Actions check runs (separate endpoint)\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/check-runs \\\\\\n  | python3 -c \\\"\\nimport sys, json\\ndata = json.load(sys.stdin)\\nfor cr in data.get('check_runs', []):\\n    print(f\\\\\\\"  {cr['name']}: {cr['status']} / {cr['conclusion'] or 'pending'}\\\\\\\")\\\"\\n```\\n\\n### Poll Until Complete (git + curl)\\n\\n```bash\\n# Simple polling loop — check every 30 seconds, up to 10 minutes\\nSHA=$(git rev-parse HEAD)\\nfor i in $(seq 1 20); do\\n  STATUS=$(curl -s \\\\\\n    -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n    https://api.github.com/repos/$OWNER/$REPO/commits/$SHA/status \\\\\\n    | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['state'])\\\")\\n  echo \\\"Check $i: $STATUS\\\"\\n  if [ \\\"$STATUS\\\" = \\\"success\\\" ] || [ \\\"$STATUS\\\" = \\\"failure\\\" ] || [ \\\"$STATUS\\\" = \\\"error\\\" ]; then\\n    break\\n  fi\\n  sleep 30\\ndone\\n```\\n\\n## 5. Auto-Fixing CI Failures\\n\\nWhen CI fails, diagnose and fix. This loop works with either auth method.\\n\\n### Step 1: Get Failure Details\\n\\n**With gh:**\\n\\n```bash\\n# List recent workflow runs on this branch\\ngh run list --branch $(git branch --show-current) --limit 5\\n\\n# View failed logs\\ngh run view <RUN_ID> --log-failed\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nBRANCH=$(git branch --show-current)\\n\\n# List workflow runs on this branch\\ncurl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  \\\"https://api.github.com/repos/$OWNER/$REPO/actions/runs?branch=$BRANCH&per_page=5\\\" \\\\\\n  | python3 -c \\\"\\nimport sys, json\\nruns = json.load(sys.stdin)['workflow_runs']\\nfor r in runs:\\n    print(f\\\\\\\"Run {r['id']}: {r['name']} - {r['conclusion'] or r['status']}\\\\\\\")\\\"\\n\\n# Get failed job logs (download as zip, extract, read)\\nRUN_ID=<run_id>\\ncurl -s -L \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/actions/runs/$RUN_ID/logs \\\\\\n  -o /tmp/ci-logs.zip\\ncd /tmp && unzip -o ci-logs.zip -d ci-logs && cat ci-logs/*.txt\\n```\\n\\n### Step 2: Fix and Push\\n\\nAfter identifying the issue, use file tools (`patch`, `write_file`) to fix it:\\n\\n```bash\\ngit add <fixed_files>\\ngit commit -m \\\"fix: resolve CI failure in <check_name>\\\"\\ngit push\\n```\\n\\n### Step 3: Verify\\n\\nRe-check CI status using the commands from Section 4 above.\\n\\n### Auto-Fix Loop Pattern\\n\\nWhen asked to auto-fix CI, follow this loop:\\n\\n1. Check CI status → identify failures\\n2. Read failure logs → understand the error\\n3. Use `read_file` + `patch`/`write_file` → fix the code\\n4. `git add . && git commit -m \\\"fix: ...\\\" && git push`\\n5. Wait for CI → re-check status\\n6. Repeat if still failing (up to 3 attempts, then ask the user)\\n\\n## 6. Merging\\n\\n**With gh:**\\n\\n```bash\\n# Squash merge + delete branch (cleanest for feature branches)\\ngh pr merge --squash --delete-branch\\n\\n# Enable auto-merge (merges when all checks pass)\\ngh pr merge --auto --squash --delete-branch\\n```\\n\\n**With git + curl:**\\n\\n```bash\\nPR_NUMBER=<number>\\n\\n# Merge the PR via API (squash)\\ncurl -s -X PUT \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER/merge \\\\\\n  -d \\\"{\\n    \\\\\\\"merge_method\\\\\\\": \\\\\\\"squash\\\\\\\",\\n    \\\\\\\"commit_title\\\\\\\": \\\\\\\"feat: add user authentication (#$PR_NUMBER)\\\\\\\"\\n  }\\\"\\n\\n# Delete the remote branch after merge\\nBRANCH=$(git branch --show-current)\\ngit push origin --delete $BRANCH\\n\\n# Switch back to main locally\\ngit checkout main && git pull origin main\\ngit branch -d $BRANCH\\n```\\n\\nMerge methods: `\\\"merge\\\"` (merge commit), `\\\"squash\\\"`, `\\\"rebase\\\"`\\n\\n### Enable Auto-Merge (curl)\\n\\n```bash\\n# Auto-merge requires the repo to have it enabled in settings.\\n# This uses the GraphQL API since REST doesn't support auto-merge.\\nPR_NODE_ID=$(curl -s \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/repos/$OWNER/$REPO/pulls/$PR_NUMBER \\\\\\n  | python3 -c \\\"import sys,json; print(json.load(sys.stdin)['node_id'])\\\")\\n\\ncurl -s -X POST \\\\\\n  -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\\\\n  https://api.github.com/graphql \\\\\\n  -d \\\"{\\\\\\\"query\\\\\\\": \\\\\\\"mutation { enablePullRequestAutoMerge(input: {pullRequestId: \\\\\\\\\\\\\\\"$PR_NODE_ID\\\\\\\\\\\\\\\", mergeMethod: SQUASH}) { clientMutationId } }\\\\\\\"}\\\"\\n```\\n\\n## 7. Complete Workflow Example\\n\\n```bash\\n# 1. Start from clean main\\ngit checkout main && git pull origin main\\n\\n# 2. Branch\\ngit checkout -b fix/login-redirect-bug\\n\\n# 3. (Agent makes code changes with file tools)\\n\\n# 4. Commit\\ngit add src/auth/login.py tests/test_login.py\\ngit commit -m \\\"fix: correct redirect URL after login\\n\\nPreserves the ?next= parameter instead of always redirecting to /dashboard.\\\"\\n\\n# 5. Push\\ngit push -u origin HEAD\\n\\n# 6. Create PR (picks gh or curl based on what's available)\\n# ... (see Section 3)\\n\\n# 7. Monitor CI (see Section 4)\\n\\n# 8. 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      "reasoning_content": "**Considering tool usage**\n\nI'm trying to figure out how to handle the tool detection and bitwise operations. It seems like I need to avoid using the \"&\" character, which might cause issues. Instead, maybe I should rely on the stat module to navigate this situation. I want to avoid errors and ensure the tool functions correctly, so I'm thinking through the steps carefully to assess the best approach. Let's make sure to get this right!",
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            "arguments": "{\"command\":\"python - <<'PY'\\nfrom pathlib import Path\\nimport stat\\np=Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv'\\nprint('exists=' + str(p.exists()))\\nif p.exists():\\n    print('mode=' + stat.filemode(p.stat().st_mode))\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
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      "reasoning": "**Working on token management**\n\nI need to push with a token and might have to parse a CSV for the first field. It looks like using a GIT_ASKPASS script in Python could be a way to read the token since GIT prompts for username and password. I could set up a temporary askpass script that injects the token through the environment variable GITHUB_TOKEN and avoids directly outputting it. The plan is to run a Python script that reads the CSV, selects the right cell, and executes a git push without exposing the token.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Working on token management**\n\nI need to push with a token and might have to parse a CSV for the first field. It looks like using a GIT_ASKPASS script in Python could be a way to read the token since GIT prompts for username and password. I could set up a temporary askpass script that injects the token through the environment variable GITHUB_TOKEN and avoids directly outputting it. The plan is to run a Python script that reads the CSV, selects the right cell, and executes a git push without exposing the token.",
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Working on token management**\n\nI need to push with a token and might have to parse a CSV for the first field. It looks like using a GIT_ASKPASS script in Python could be a way to read the token since GIT prompts for username and password. I could set up a temporary askpass script that injects the token through the environment variable GITHUB_TOKEN and avoids directly outputting it. The plan is to run a Python script that reads the CSV, selects the right cell, and executes a git push without exposing the token."
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          "id": "call_69pMElkSxdurwKLW9d3xMSIn",
          "call_id": "call_69pMElkSxdurwKLW9d3xMSIn",
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            "arguments": "{\"command\":\"python - <<'PY'\\nimport csv, os, subprocess, tempfile, stat\\nfrom pathlib import Path\\np=Path.home()/'jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv'\\ntoken=None\\nwith p.open(newline='') as f:\\n    for row in csv.reader(f):\\n        for cell in row:\\n            cell=cell.strip()\\n            if cell.startswith(('ghp_','github_pat_','gho_','ghu_')):\\n                token=cell\\n                break\\n        if token:\\n            break\\nif not token:\\n    raise SystemExit('token_not_found')\\naskpass=Path(tempfile.mkdtemp())/'askpass.sh'\\naskpass.write_text('#!/usr/bin/env sh\\\\ncase \\\"$1\\\" in\\\\n*Username*) printf \\\"%s\\\\\\\\n\\\" \\\"x-access-token\\\" ;;\\\\n*) printf \\\"%s\\\\\\\\n\\\" \\\"$GITHUB_TOKEN\\\" ;;\\\\nesac\\\\n')\\naskpass.chmod(0o700)\\nenv=os.environ.copy(); env['GIT_ASKPASS']=str(askpass); env['GITHUB_TOKEN']=token; env['GIT_TERMINAL_PROMPT']='0'\\nres=subprocess.run(['git','push','origin','main'], cwd='.', env=env, text=True, capture_output=True, timeout=300)\\nprint(res.stdout, end='')\\nprint(res.stderr, end='')\\nraise SystemExit(res.returncode)\\nPY\",\"timeout\":320,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"To https://github.com/Gamexgit/FinanceManager.git\\n   374fdd5..5fa8fac  main -> main\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_69pMElkSxdurwKLW9d3xMSIn"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Verifying git status**\n\nI need to ensure that my git status is clean after a push. It makes sense to do some final checks after committing. A safety scan post-clean could be wise, and I might need to run pytest as a pre-commit step. Verifying the status again seems helpful, but if \"git status\" already says it's clean, maybe I'm good to go! I'm just double-checking to make sure everything is in order.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Verifying git status**\n\nI need to ensure that my git status is clean after a push. It makes sense to do some final checks after committing. A safety scan post-clean could be wise, and I might need to run pytest as a pre-commit step. Verifying the status again seems helpful, but if \"git status\" already says it's clean, maybe I'm good to go! I'm just double-checking to make sure everything is in order.",
      "codex_reasoning_items": [
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      "content": "Mein Herr, Phase C ist umgesetzt, produktiv vorsichtig gegen die Runtime-DB geprüft, committed und gepusht.\n\n## Ergebnis C0 — Missing-FX-Alerts validiert\n\nAggregiert für die importierten True-Wealth-Initial-Snapshots:\n\n- Importierte True-Wealth-Positionen: **3**\n- CHF-Positionen: **0**\n- Fremdwährungspositionen: **3**\n- Wirklich berechtigte `missing_fx` Alerts: **3**\n- False-positive `missing_fx` Alerts: **0**\n- Korrekturen nötig: **nein**\n- Audit-Logs für FX-Korrekturen: **0**, weil keine False-positives vorhanden waren\n- Keine echten Werte, Mengen oder Kontostände ausgegeben\n\nFachlich: Die `missing_fx` Alerts sind korrekt, da alle 3 Positionen Fremdwährung benötigen und noch keine historischen FX-Rates lokal vorhanden sind.\n\n## Implementierte Module\n\n- **FX Rates Modul**\n  - `fx_rates` Speicherung\n  - CHF/CHF = 1 / `not_needed`\n  - historische und latest FX-Rates vorbereitet\n  - Provider-Abstraktion\n  - Mock Provider\n  - CLI: `update-fx-rates`\n  - FX-Recheck für bestehende Transaktionen\n  - Manual Override mit Pflicht-Notiz und Audit\n\n- **Instrument Price Mapping**\n  - Neue Struktur `instrument_price_mappings`\n  - ISIN bleibt Instrument-Wahrheit\n  - Provider-Symbol ist nur Market-Data-Mapping\n  - Missing Provider Symbol Alerts\n  - Ticker ohne Exchange bleibt review-pflichtig\n  - manuelle Mapping-Bestätigung mit Audit\n\n- **Market Price Skeleton für Aktien/ETFs**\n  - lokale Speicherung in `market_prices`\n  - Provider-Abstraktion\n  - Mock Provider\n  - CLI: `update-market-prices`\n  - `only-missing`, `only-stale`, `only-isin`, `limit`, `dry-run`\n  - keine Live-API im Dashboard\n\n- **Bewertungslogik / Dashboard**\n  - Position vorhanden\n  - Preisstatus\n  - FX-Status\n  - Bewertungsstatus\n  - Data-Quality-Status\n  - Total Return bleibt `incomplete`, wenn FX/Preis/Cost-Basis unvollständig sind\n\n- **Data Quality Center erweitert**\n  - `missing_provider_symbol`\n  - `missing_market_price`\n  - `stale_market_price`\n  - `missing_fx`\n  - `stale_fx`\n  - `cost_basis_uncertain`\n  - `snapshot_only`\n  - `ambiguous_instrument_mapping`\n  - `price_currency_mismatch`\n  - Links/Aktionen vorbereitet, produktive Buttons bleiben deaktiviert\n\n## Produktiver vorsichtiger Lauf C7\n\n- True-Wealth-Positionen total: **3**\n- Positionen mit FX OK / not_needed: **0**\n- Positionen mit missing FX: **3**\n- Positionen mit Market Price OK: **0**\n- Positionen mit missing Market Price: **3**\n- Positionen mit vollständiger CHF-Bewertung: **0**\n- Market-Price-Update: **kein echter Provider-Call**, nur Dry-Run, da keine Provider-Mappings vorhanden\n- Keine weiteren Positionen importiert\n- Keine PostFinance-/Raiffeisen-/weitere True-Wealth-Daten importiert\n\nAktive Alerts nach Kategorie/Rule aggregiert:\n\n- `missing_fx`: **3**\n- `missing_market_price`: **3**\n- `missing_provider_symbol`: **3**\n- `snapshot_only`: **3**\n- `cost_basis_uncertain`: **3**\n\nDas ist der erwartete Zustand: sauber unvollständig statt pseudo-präzise. Langweilig, aber korrekt — also quasi das Schweizer Taschenmesser unter den Ergebnissen.\n\n## Tests / Safety\n\n- Compile: **OK**\n- Pytest: **169 passed**\n- Git-Safety: **GIT_SAFETY_OK**\n- Git Status: **clean**\n- Runtime-Daten weiterhin außerhalb Git\n- Keine echten Finanzwerte/Mengen/Kontostände im Chat\n\n## Commit / Push\n\n- Commit: `5fa8fac`\n- Message: `feat: add fx and market data foundations`\n- Push auf `main`: **erfolgreich**\n\n## Geänderte / neue Dateien\n\n- `src/jarvis_finance/cli/main.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `src/jarvis_finance/fx/overrides.py`\n- `src/jarvis_finance/fx/providers.py`\n- `src/jarvis_finance/fx/rates.py`\n- `src/jarvis_finance/ledger/positions.py`\n- `src/jarvis_finance/market_data/mappings.py`\n- `src/jarvis_finance/market_data/prices.py`\n- `src/jarvis_finance/storage/migrations.py`\n- `tests/unit/test_fx_market_data_phase_c.py`\n- `tests/unit/test_schema.py`\n\n## Nächste Empfehlung\n\nAls nächstes kontrolliert:\n\n1. Für die 3 True-Wealth-Instrumente manuell Provider-Symbole bestätigen.\n2. Historische FX-Rates für die Snapshot-Daten ergänzen — per freigegebenem Provider oder Manual Override mit Audit.\n3. Danach Market-Price-Update gezielt nur für bestätigte Mappings ausführen.\n4. Erst danach Bewertung/CHF-Portfolioansicht ernsthaft nutzen.\n\nKeine weiteren Imports vor dieser Datenqualitätsbereinigung.",
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              "type": "summary_text",
              "text": "**Clarifying currency sources**\n\nI'm realizing that if I'm missing something regarding foreign exchange (FX), I need to be cautious about citing source currencies. The user hasn’t asked for specific values or quantities, just currencies, so that's okay. In the final output, I could say something like \"historical FX rates for foreign currencies.\" I need to make sure I include any necessary warnings or errors, and structure the final response with headings and bullets for clarity."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Mein Herr, Phase C ist umgesetzt, produktiv vorsichtig gegen die Runtime-DB geprüft, committed und gepusht.\n\n## Ergebnis C0 — Missing-FX-Alerts validiert\n\nAggregiert für die importierten True-Wealth-Initial-Snapshots:\n\n- Importierte True-Wealth-Positionen: **3**\n- CHF-Positionen: **0**\n- Fremdwährungspositionen: **3**\n- Wirklich berechtigte `missing_fx` Alerts: **3**\n- False-positive `missing_fx` Alerts: **0**\n- Korrekturen nötig: **nein**\n- Audit-Logs für FX-Korrekturen: **0**, weil keine False-positives vorhanden waren\n- Keine echten Werte, Mengen oder Kontostände ausgegeben\n\nFachlich: Die `missing_fx` Alerts sind korrekt, da alle 3 Positionen Fremdwährung benötigen und noch keine historischen FX-Rates lokal vorhanden sind.\n\n## Implementierte Module\n\n- **FX Rates Modul**\n  - `fx_rates` Speicherung\n  - CHF/CHF = 1 / `not_needed`\n  - historische und latest FX-Rates vorbereitet\n  - Provider-Abstraktion\n  - Mock Provider\n  - CLI: `update-fx-rates`\n  - FX-Recheck für bestehende Transaktionen\n  - Manual Override mit Pflicht-Notiz und Audit\n\n- **Instrument Price Mapping**\n  - Neue Struktur `instrument_price_mappings`\n  - ISIN bleibt Instrument-Wahrheit\n  - Provider-Symbol ist nur Market-Data-Mapping\n  - Missing Provider Symbol Alerts\n  - Ticker ohne Exchange bleibt review-pflichtig\n  - manuelle Mapping-Bestätigung mit Audit\n\n- **Market Price Skeleton für Aktien/ETFs**\n  - lokale Speicherung in `market_prices`\n  - Provider-Abstraktion\n  - Mock Provider\n  - CLI: `update-market-prices`\n  - `only-missing`, `only-stale`, `only-isin`, `limit`, `dry-run`\n  - keine Live-API im Dashboard\n\n- **Bewertungslogik / Dashboard**\n  - Position vorhanden\n  - Preisstatus\n  - FX-Status\n  - Bewertungsstatus\n  - Data-Quality-Status\n  - Total Return bleibt `incomplete`, wenn FX/Preis/Cost-Basis unvollständig sind\n\n- **Data Quality Center erweitert**\n  - `missing_provider_symbol`\n  - `missing_market_price`\n  - `stale_market_price`\n  - `missing_fx`\n  - `stale_fx`\n  - `cost_basis_uncertain`\n  - `snapshot_only`\n  - `ambiguous_instrument_mapping`\n  - `price_currency_mismatch`\n  - Links/Aktionen vorbereitet, produktive Buttons bleiben deaktiviert\n\n## Produktiver vorsichtiger Lauf C7\n\n- True-Wealth-Positionen total: **3**\n- Positionen mit FX OK / not_needed: **0**\n- Positionen mit missing FX: **3**\n- Positionen mit Market Price OK: **0**\n- Positionen mit missing Market Price: **3**\n- Positionen mit vollständiger CHF-Bewertung: **0**\n- Market-Price-Update: **kein echter Provider-Call**, nur Dry-Run, da keine Provider-Mappings vorhanden\n- Keine weiteren Positionen importiert\n- Keine PostFinance-/Raiffeisen-/weitere True-Wealth-Daten importiert\n\nAktive Alerts nach Kategorie/Rule aggregiert:\n\n- `missing_fx`: **3**\n- `missing_market_price`: **3**\n- `missing_provider_symbol`: **3**\n- `snapshot_only`: **3**\n- `cost_basis_uncertain`: **3**\n\nDas ist der erwartete Zustand: sauber unvollständig statt pseudo-präzise. Langweilig, aber korrekt — also quasi das Schweizer Taschenmesser unter den Ergebnissen.\n\n## Tests / Safety\n\n- Compile: **OK**\n- Pytest: **169 passed**\n- Git-Safety: **GIT_SAFETY_OK**\n- Git Status: **clean**\n- Runtime-Daten weiterhin außerhalb Git\n- Keine echten Finanzwerte/Mengen/Kontostände im Chat\n\n## Commit / Push\n\n- Commit: `5fa8fac`\n- Message: `feat: add fx and market data foundations`\n- Push auf `main`: **erfolgreich**\n\n## Geänderte / neue Dateien\n\n- `src/jarvis_finance/cli/main.py`\n- `src/jarvis_finance/dashboard/data.py`\n- `src/jarvis_finance/dashboard/pages/page_16_data_quality_center.py`\n- `src/jarvis_finance/fx/overrides.py`\n- `src/jarvis_finance/fx/providers.py`\n- `src/jarvis_finance/fx/rates.py`\n- `src/jarvis_finance/ledger/positions.py`\n- `src/jarvis_finance/market_data/mappings.py`\n- `src/jarvis_finance/market_data/prices.py`\n- `src/jarvis_finance/storage/migrations.py`\n- `tests/unit/test_fx_market_data_phase_c.py`\n- `tests/unit/test_schema.py`\n\n## Nächste Empfehlung\n\nAls nächstes kontrolliert:\n\n1. Für die 3 True-Wealth-Instrumente manuell Provider-Symbole bestätigen.\n2. Historische FX-Rates für die Snapshot-Daten ergänzen — per freigegebenem Provider oder Manual Override mit Audit.\n3. Danach Market-Price-Update gezielt nur für bestätigte Mappings ausführen.\n4. Erst danach Bewertung/CHF-Portfolioansicht ernsthaft nutzen.\n\nKeine weiteren Imports vor dieser Datenqualitätsbereinigung."
            }
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          "id": "msg_0134d7700e125cf0016a07051f941c81919843a6b35146de98",
          "phase": "final_answer"
        }
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      "role": "user",
      "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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      "role": "assistant",
      "content": "",
      "reasoning": "**Updating skills for compliance**\n\nI need to ensure we comply with our requirements, so I'll inspect the currently loaded skills like finance-system-architecture, GitHub PR workflow, and TDD. It seems relevant to update the finance skill, especially with learnings about Phase C FX/market data guardrails, ensuring there's no live API and addressing missing FX validation. I might also need to check if the finance skill is already loaded and content-specific. I'll consider using the appropriate tool for this.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Updating skills for compliance**\n\nI need to ensure we comply with our requirements, so I'll inspect the currently loaded skills like finance-system-architecture, GitHub PR workflow, and TDD. It seems relevant to update the finance skill, especially with learnings about Phase C FX/market data guardrails, ensuring there's no live API and addressing missing FX validation. I might also need to check if the finance skill is already loaded and content-specific. I'll consider using the appropriate tool for this.",
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          "id": "rs_0134d7700e125cf0016a07059116dc8191a776983cd585bff4",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Updating skills for compliance**\n\nI need to ensure we comply with our requirements, so I'll inspect the currently loaded skills like finance-system-architecture, GitHub PR workflow, and TDD. It seems relevant to update the finance skill, especially with learnings about Phase C FX/market data guardrails, ensuring there's no live API and addressing missing FX validation. I might also need to check if the finance skill is already loaded and content-specific. I'll consider using the appropriate tool for this."
            }
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    {
      "role": "tool",
      "name": "skill_view",
      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"description\": \"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\", \"tags\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"], \"related_skills\": [], \"content\": \"---\\nname: finance-system-architecture\\ndescription: \\\"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [finance, portfolio, accounting, dashboard, csv, fx, tax, privacy]\\n---\\n\\n# Finance System Architecture\\n\\n## When to use\\n\\nUse this skill whenever the user asks about the **Finance System – Architektur & Scripts** topic or work involving the user's personal finance-management system: portfolio imports, transaction accounting, Bank/Broker/CSV processing, dashboards, reports, tax/income views, FX logic, market data jobs, alerts, or later implementation.\\n\\nDo **not** use it for pure investment-strategy discussion; those belong in the separate finance strategy topic unless the user explicitly asks for technical implementation.\\n\\n## Core principles\\n\\n1. **No automated trading.** The system may prepare orders and recommendations, but never executes orders or connects to broker trading APIs for execution.\\n2. **Accounting first, opinions later.** MVP must prioritize correct transaction ledger, cash ledger, FX handling, income/tax data, and dashboard before complex scores, news, analyst ratings, or LLM analysis.\\n3. **Rule-based first.** Calculations, scores, alerts, rebalancing and reports must be deterministic and auditable. LLMs may only summarize/explain text or assist extraction with human review.\\n4. **CHF as base currency.** Store every transaction in original currency and CHF using historical FX at transaction/payment date; current valuations use current FX.\\n5. **Financial data secrecy.** Never expose real financial values, portfolio files, raw exports, reports with real numbers, DBs, API keys, or credentials in chat, GitHub, logs, or shared docs unless the user explicitly approves scope.\\n6. **Data ownership.** All data must be exportable: CSV, JSON, Parquet, SQLite/Postgres dump, Markdown/HTML/PDF reports.\\n\\n## Current v0.3 decisions\\n\\nSee `references/spec-v0.2-decisions.md` for the baseline, `references/spec-v0.3-decisions.md` for the priority update, `references/spec-v0.4-implementation-blueprint.md` for the MVP 1 technical implementation blueprint, `references/spec-v0.4.1-corrections.md` for accepted corrections, `references/spec-v0.5-repo-blueprint.md` for the concrete repo/implementation plan, `references/mvp-safety-gate-implementation.md` for the implementation safety-gate sequence and verification commands, `references/mvp-import-pipeline-tasks-9-13.md` for the synthetic CSV import/FX/transaction pipeline pattern, `references/mvp-ledger-cash-wac-positions.md` for cash/WAC/position ledger calculation rules and tests, `references/mvp-crypto-wallet-ledger.md` for crypto wallet/assets/holdings/transfers/buy-sell/fee MVP rules, `references/crypto-xlsx-initial-snapshot-dry-run.md` for the controlled real-file XLSX crypto initial-snapshot dry-run pattern and mapping decisions, `references/crypto-xlsx-initial-snapshot-production-import.md` for productive safe-subset XLSX import operations, compatibility/partial-write recovery, and dashboard correction follow-up, `references/crypto-single-coin-runtime-test.md` for controlled one-coin productive runtime tests and the coin-vs-holding ambiguity guard, `references/multi-wallet-crypto-and-equity-manage-ui.md` for approved multi-wallet single-coin snapshots, SQLite Decimal/TEXT affinity pitfalls, and synthetic-first Equity/ETF Manage UI patterns, `references/crypto-price-refresh-and-idempotent-btc-runtime.md` for robust batch price refresh and re-run-safe BTC/single-coin runtime checks, `references/crypto-runtime-db-consistency-verification.md` for post-import runtime DB consistency checks, exact safe-set verification, dashboard no-live-API testing, and runtime-only report generation, `references/mvp-crypto-manual-management-ui.md` for audited dashboard add/correct/remove crypto holding workflows after an initial snapshot, `references/mvp-market-import-safety-hardening.md` for CoinGecko provider/backoff, CSV importer completion, alert lifecycle, Git-safety and crypto Decimal precision patterns, `references/git-safety-verification-coverage.md` for the verifier-warning workflow and minimum Git-safety test matrix, `references/mvp-streamlit-dashboard.md` for the safe local Streamlit dashboard shell/read-model/testing pattern, `references/mvp-crypto-report-export.md` for local-only crypto report context/export rules, `references/github-token-push-from-drive.md` for the safe Google-Drive-token push workflow when local FinanceManager commits are ahead of GitHub, `references/runtime-backup-and-broker-mapping.md` for runtime DB backup/restore hardening plus PostFinance/True Wealth/Raiffeisen structural mapping/dry-run rules, `references/import-wizard-mapping-layer.md` for the Phase B1 import wizard, instrument/account mapping, review queue, data-quality and read-only safety pattern, `references/broker-parser-dry-run-pipeline.md` for the Phase B2 synthetic broker parser, dry-run, runtime review-item and UI quality-flag pipeline, `references/controlled-real-broker-dry-run.md` for the Phase B3 controlled real-file dry-run pattern with backup, aggregate-only reporting, runtime-only review items, and no productive position writes, and `references/broker-review-queue-hardening.md` for Phase B4 manual review queue filters, auditable mapping actions, import-readiness gating, dry-run session management, and Data Quality Center hardening without productive portfolio writes, and `references/guided-manual-review-pilot.md` for Phase B5 small-scope runtime metadata pilots that move selected review items to `ready_for_import` without productive imports, `references/broker-import-execution-plan-mini-import.md` for Phase B6 final dry-run execution plans plus exactly-one productive broker mini-import, `references/broker-mini-import-regression-and-corrections.md` for post-mini-import regression, void/correction workflows, backup/restore checks, and one-at-a-time follow-up imports, and `references/broker-mini-import-completion-and-dq-consolidation.md` for completing the last ready True-Wealth mini-import plus active-vs-resolved Data Quality alert consolidation. Key decisions:\\n\\n- Platform/account views: Raiffeisen, PostFinance, True Wealth, Crypto-Coins, plus Gesamtansicht.\\n- Existing Google Drive files under `Finanzen/01 Aktueller Stand Portfolios` are **initial-snapshot reality checks**, not full ledgers.\\n- MVP means the smallest useful first version: correct data foundation, ledger, CHF/FX logic, platform views, crypto inventory, watchlist, reports, workflows and audit log.\\n- Stock/ETF tax documents are downgraded: optional reference/control module and dividend/distribution transparency, not MVP 1 and not a complete tax dossier replacement.\\n- Crypto inventory is promoted to MVP 1: wallet/platform-level holdings, Crypto PDF, CoinGecko valuation, stale-price warnings and manual verification.\\n- Crypto snapshot values are stale; use quantities only and recalculate current values via CoinGecko later.\\n- MVP dashboard recommendation: Streamlit + SQLite + SQLAlchemy/Pandas/Plotly; later migrateable to FastAPI + React/PostgreSQL.\\n- MVP inputs: manual dashboard entry, standard CSV import/export, later broker/bank export import. No direct broker integrations initially.\\n- Telegram crypto buys/sells/transfers should be parsed as pending transactions and only saved after explicit confirmation.\\n- Every portfolio or crypto change must create a History/Audit entry.\\n\\n## Required data model areas\\n\\nAt minimum design for:\\n\\n- `platforms`, `accounts`, `instruments`\\n- `transactions` with original currency and CHF fields\\n- `cash_ledger`\\n- derived `positions_current`\\n- `dividends_distributions`\\n- `market_prices`, `fx_rates`\\n- `watchlist_items`\\n- `alerts`\\n- `decision_journal`\\n- `reports`\\n- `data_quality_issues`\\n\\n## CSV/import rules\\n\\n- For broker/bank imports (PostFinance, True Wealth, Raiffeisen), build the safe review layer before productive imports: Import Wizard, instrument mappings, platform/account mappings, dry-run summaries, Manual Review Queue, Data Quality Center and visible read-only/write-enabled state. Follow `references/import-wizard-mapping-layer.md`. When wiring parser output into the wizard, use the synthetic-first parser/dry-run/review-item pipeline in `references/broker-parser-dry-run-pipeline.md`. After explicit approval for real-file dry-runs, follow `references/controlled-real-broker-dry-run.md`: preflight, verified runtime backup, temp-only file handling, aggregate-only reporting, runtime-only review items, and verification that productive positions/ledger rows stayed unchanged. When the user asks to make real dry-run results manually editable, follow `references/broker-review-queue-hardening.md`: add filters/detail views, auditable review-metadata actions, per-item/session import-readiness status, dry-run session management, and Data Quality Center counts while keeping productive portfolio writes disabled. For a guided manual-review pilot on real runtime items, follow `references/guided-manual-review-pilot.md`: select 1–3 clear ETF/equity items (prefer True Wealth), write only audited review metadata, correct only presence booleans if needed, derive `ready_for_import` via readiness logic, and verify productive tables remain unchanged. Before the first productive broker position import, follow `references/broker-import-execution-plan-mini-import.md`: create runtime-only execution plans from the ready review items, validate exact Decimal-text payloads from the runtime source, preserve missing FX/cost-basis quality flags, then import exactly one ledger `initial_position_snapshot` after a verified backup; do not write `positions_snapshot` as the source of truth. After the first mini-import and before broader imports, follow `references/broker-mini-import-regression-and-corrections.md`: verify import links/audit/Decimal handling/re-import blocking, add or test safe void/correction flows, run backup/restore-to-test-DB regression, and only then optionally import one more ready plan. When the user approves finishing a remaining small set, follow `references/broker-mini-import-completion-and-dq-consolidation.md`: first disambiguate active vs resolved stale crypto alerts with `check-data-quality --scope crypto --resolve-fixed`, then import exactly one remaining ready execution plan after backup/verify, and consolidate Review Queue/Data Quality counts without exposing values.\\n- Do not pivot into later analytics modules while the user has asked for import/mapping hardening. Monte Carlo, backtesting, rebalancing, scores, heatmaps and projections are later phases unless explicitly re-authorized.\\n- Use a canonical CSV format before broker-specific importers.\\n- Imports must be idempotent via external transaction ID or row hash.\\n- Importers must separate dry-run and commit modes, collect validation errors explicitly, and always create an `import_sessions` record even for dry runs or failed imports.\\n- Import results should classify rows as new, existing, duplicate, or failed; do not rely on `INSERT OR IGNORE` as the only duplicate-detection mechanism.\\n- Row hashes must be stable and deterministic: normalize key order, whitespace, and `None` versus empty strings while leaving domain-specific canonicalization to the importer.\\n- If a source file has only current holdings and no full history, import it as `initial_position_snapshot` / `initial_cash_snapshot`, not fake historical buys.\\n- Missing historic FX, fees, taxes, dates, investment case, target weights, or dividend details must be flagged as data-quality gaps.\\n\\n## FX and return rules\\n\\nFor 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- In broker/bank real-file dry-runs, aggregating Data Quality flags only for `review_status='open'`. Blocked review items are still actionable data-quality issues; include `open` and `blocked` so defensive Raiffeisen aggregate-only rows remain visible.\\n- Letting manual review actions blur into productive import actions. Review-metadata writes (ISIN/ticker/exchange/account/instrument confirmations, ignore/resolve, dry-run archive/current status) may be allowed with audit logs, but they must not write `positions_snapshot`, `transactions`, `cash_balances`, ledger rows, or cash snapshots. Name-only mapping must never become `mapped`/`ready_for_import`; ticker-only without exchange remains review-needed; `aggregate_only` remains blocked for instrument import. In guided pilots, do not force `ready_for_import` by direct status edits; let readiness logic derive it after audited metadata actions, and if parser presence flags were missed, correct only boolean presence metadata with an audit event, never actual quantities/values.\\n- Skipping the execution-plan layer between ready review items and productive broker imports. A final dry-run should materialize runtime-only execution plans with source row hash, target IDs, exact Decimal-text payload summary, quality flags and planned write status. Productive mini-imports should consume exactly one planned ready payload, write exactly one ledger `initial_position_snapshot`, mark that plan/review item imported, leave the other ready plans untouched, and verify zero direct `positions_snapshot`/cash writes. After the first productive mini-import, do not proceed straight to mass import: run regression checks, implement/test void and correction audit paths, verify backup/restore to a separate test DB, and import at most one additional ready plan. When later completing the final ready plan, first resolve Data Quality alert ambiguity by counting only active alerts (`status='active'`) and treating resolved rows as history; then import exactly one plan and consolidate counts. See `references/broker-import-execution-plan-mini-import.md`, `references/broker-mini-import-regression-and-corrections.md`, and `references/broker-mini-import-completion-and-dq-consolidation.md`.\\n- Running compile/tests before Git-safety and forgetting generated `__pycache__`; remove or ignore generated caches before safety scans. `pytest` may recreate `.pytest_cache`, so remove `__pycache__`/`.pytest_cache` again after test execution and before `git-safety-scan`.\\n- Productive real-data imports can partially write before surfacing schema/importer compatibility issues. Do not rerun blindly or dump row-level data; inspect aggregate counts and unique identifiers needed for idempotency, patch/complete via missing-only inserts, then verify committed import session, audit log, Git clean and Git-safety OK.\\n- In controlled one-coin runtime tests from a real XLSX, distinguish **one coin/asset** from **one holding/wallet row**. A coin may be split across multiple wallet columns; if the user required an unambiguous target wallet or one holding, stop and ask rather than choosing a wallet silently. If the user explicitly approves multi-wallet import for that coin, import exactly one asset plus one audited holding per non-empty approved wallet cell; verify aggregate counts only. If re-running a BTC/single-coin test finds the exact approved asset and holdings already present, do not import duplicates; perform the aggregate-only idempotency checks and report that asset/holding counts did not increase because duplicate prevention succeeded. See `references/crypto-single-coin-runtime-test.md`, `references/multi-wallet-crypto-and-equity-manage-ui.md`, and `references/crypto-price-refresh-and-idempotent-btc-runtime.md`.\\n- After productive crypto imports, do a separate aggregate-only consistency pass before building new features: DB/runtime outside repo, exact safe-subset membership, no duplicate/negative/orphan holdings, correct snapshot date, null legacy-value fields when ignored, import sessions committed, holding-level audit traces present, dashboard local-read/no-live-API verified, and report generated only under runtime reports.\\n- Letting a dashboard correction UI mutate crypto holdings directly. Add/remove/edit operations must become audited transactions or `manual_adjustment` events with mandatory notes where appropriate; preserve history instead of silently overwriting balances.\\n- Treating verifier/file-mutation warnings as either automatically true or automatically false. Check the exact commit with `git show --name-status --patch <commit> -- <file>`, then separately verify whether the test matrix actually covers the promised cases.\\n- Adding broad Git-safety tests that only assert `len(findings) >= N`; prefer explicit assertions for token filename, PAT patterns, private keys, CSV/JSON path policy, runtime/data directories, allowed synthetic paths, `config.example/`, and normal `src/` false-positive protection.\\n\", \"path\": \"finance/finance-system-architecture/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/finance/finance-system-architecture\", \"linked_files\": {\"references\": [\"references/crypto-single-coin-runtime-test.md\", \"references/guided-manual-review-pilot.md\", \"references/multi-wallet-crypto-and-equity-manage-ui.md\", \"references/mvp-crypto-report-export.md\", \"references/broker-review-queue-hardening.md\", \"references/mvp-import-pipeline-tasks-9-13.md\", \"references/broker-mini-import-completion-and-dq-consolidation.md\", \"references/broker-parser-dry-run-pipeline.md\", \"references/crypto-xlsx-initial-snapshot-dry-run.md\", \"references/crypto-price-refresh-and-idempotent-btc-runtime.md\", \"references/spec-v0.3-decisions.md\", \"references/runtime-backup-and-broker-mapping.md\", \"references/controlled-real-broker-dry-run.md\", \"references/broker-mini-import-regression-and-corrections.md\", \"references/mvp-market-import-safety-hardening.md\", \"references/spec-v0.4-implementation-blueprint.md\", \"references/import-wizard-mapping-layer.md\", \"references/crypto-runtime-db-consistency-verification.md\", \"references/github-token-push-from-drive.md\", \"references/broker-import-execution-plan-mini-import.md\", \"references/mvp-streamlit-dashboard.md\", \"references/spec-v0.4.1-corrections.md\", \"references/mvp-crypto-wallet-ledger.md\", \"references/mvp-safety-gate-implementation.md\", \"references/crypto-xlsx-initial-snapshot-production-import.md\", \"references/spec-v0.5-repo-blueprint.md\", \"references/spec-v0.2-decisions.md\", \"references/mvp-crypto-manual-management-ui.md\", \"references/mvp-ledger-cash-wac-positions.md\", \"references/git-safety-verification-coverage.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"]}}}",
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            "arguments": "{\"action\":\"write_file\",\"name\":\"finance-system-architecture\",\"file_path\":\"references/equity-fx-market-data-phase-c.md\",\"file_content\":\"# Equity/ETF FX & Market-Data Phase C Pattern\\n\\nUse this reference when hardening local FX and market-data foundations after initial broker/True-Wealth `initial_position_snapshot` imports and before broader Equity/ETF imports or valuation dashboards.\\n\\n## Scope and guardrails\\n\\n- Do not import additional positions while FX/market-price quality for the existing mini-import set is unresolved.\\n- Do not write `positions_snapshot` during validation. Calculate positions locally to surface data-quality alerts only.\\n- Do not call live market/FX APIs from dashboard/report rendering. Providers belong in explicit CLI/scheduled jobs.\\n- Report only aggregate counts; never output quantities, prices, CHF values, balances, raw rows, or account-level values.\\n- CHF remains base currency. `CHF/CHF = 1`, `fx_source=not_needed`, `fx_status=not_needed` for original-currency CHF transactions.\\n\\n## C0 — Missing-FX alert validation\\n\\n1. Identify the imported mini-import transactions by actual runtime `source_type`; in this repo True-Wealth mini-imports used `broker_import_reviewed_snapshot` rather than a literal `true_wealth` source type.\\n2. Aggregate:\\n   - total `initial_position_snapshot` rows\\n   - CHF original-currency rows\\n   - foreign-currency rows\\n   - active `missing_fx` alerts\\n   - false-positive `missing_fx` alerts\\n3. Correct only genuine false positives:\\n   - If original currency is CHF, set transaction FX fields to `rate=1`, `source=not_needed`, `status=not_needed`.\\n   - Resolve matching `missing_fx` alerts.\\n   - Write an audit event for every correction.\\n4. If all rows are foreign currency and no matching historical FX exists, keep `missing_fx` active. This is a valid data-quality state, not an error.\\n\\n## FX module implementation pattern\\n\\n- Store FX rates locally in `fx_rates` as exact Decimal strings/TEXT where precision matters.\\n- Provide `latest_fx_rate()` / `get_fx_rate_to_chf()` helpers that read local DB only.\\n- Add an explicit `update-fx-rates` CLI supporting historical date/latest, missing-only, dry-run, provider selection, conservative retry/backoff controls, and transaction recheck.\\n- Manual overrides require a non-empty note and an audit-log event.\\n- Tests should cover CHF/CHF not-needed, USD/EUR to CHF storage, missing/resolved FX alerts, manual override audit, dry-run no-write, and local dashboard reads.\\n\\n## Instrument price mapping pattern\\n\\n- ISIN remains the primary instrument identity. Provider symbol is only a market-data mapping.\\n- Never auto-map market prices by name alone.\\n- Ticker without exchange remains review-needed / ambiguous.\\n- Missing provider symbol should create a deduplicated data-quality alert.\\n- Manual mapping confirmation must create an audit-log event and should resolve missing-provider-symbol alerts for that instrument.\\n\\n## Equity/ETF market-price skeleton\\n\\n- Store local market prices in `market_prices`; no dashboard live API.\\n- Provider abstraction should be mockable in unit tests.\\n- CLI should support `--asset-class`, `--only-missing`, `--only-stale`, `--only-isin`, `--limit`, `--dry-run`, retry/backoff controls.\\n- If no confirmed provider mappings exist, the productive run should skip provider calls and report aggregate zero-mapping status.\\n- Missing or stale prices create deduplicated data-quality alerts and suppress precise CHF valuation/Total Return.\\n\\n## Runtime verification checklist\\n\\nRun after implementation:\\n\\n1. FX recheck for existing mini-import source type.\\n2. Mapping quality pass for affected instruments.\\n3. Market-price update in dry-run or only for confirmed mappings.\\n4. Local position calculation to surface alerts, without saving `positions_snapshot`.\\n5. Compile, full pytest, remove generated caches, Git-safety scan, Git status.\\n6. Commit and push if code changed.\\n\\nAggregate report fields:\\n\\n- positions total\\n- positions with FX OK/not_needed\\n- positions with missing FX\\n- positions with market price OK\\n- positions with missing market price\\n- positions with complete CHF valuation\\n- active alerts by category/rule\\n- tests, Git-safety, commit, push status\\n\\n## Common pitfall\\n\\nA correct Phase C result may be “all three positions still incomplete”: e.g. all foreign-currency positions with no local historical FX and no provider-symbol mappings. Do not force resolution or invent prices/FX; preserve the alerts and proceed to manual mapping / approved FX-rate population next.\"}"
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