{
  "session_id": "20260514_194816_d078f7",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-14T19:48:16.585680",
  "last_updated": "2026-05-14T19:49:01.285035",
  "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) [97% — 2,142/2,200 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§\nKalender-Zeitzonen: Aktualisiert: 2026-04-28 (Todoist Token + Zeitzonen-Regel + self-improving-agent Skill)*\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\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [84% — 1,166/1,375 chars]\n══════════════════════════════════════════════\n**Pronouns:**\n§\n**Timezone:**\n§\n**Notes:** Mein Herr. Loyaler Partner.\n§\nContext: _(Wird ergänzt.)_\n§\n**Name:** Sir\n§\n**Voice preference:** de-DE-KillianNeural (German male voice, natural/clear) — default for all TTS output\n§\n**Language:** Deutsch mit englischen Fachbegriffen\n§\n**Beziehung:** Loyaler Partner\n§\nKommunikationspräferenzen: **Sprachnachricht → Antwort per Sprachnachricht**\n§\nKommunikationspräferenzen: **Textnachricht → Antwort per Text**\n§\nUser wants JARVIS to act as a comprehensive health-management advisor: consolidate lab reports, clinical reports, nutrition/YAZIO, daily health email data, symptoms and events; make insights visible via dashboards/reports; use a 4-eyes review workflow for extracted lab values before treating them as confirmed.\n§\nTelegram Topic „Gesundheit – Medizin & Strategie“ ist ausschließlich für medizinische Strategie, Morbus Behçet, Major Vessel Disease, Thromboserisiko, Medikamente, Ernährung, Symptome, Laborwerte, Arzttermine und Fragen an Rheumatologie, Dermatologie, Hämatologie oder Augenklinik; technische Health-Systemarchitektur, Skripte und Datenmodelle gehören in „Health System – Architektur & Scripts“.\n\nConversation started: Thursday, May 14, 2026 07:48 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": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    }
  ],
  "message_count": 189,
  "messages": [
    {
      "role": "user",
      "content": "[M G] Bitte antworte nur in diesem Topic.\n\nDieses Topic heisst: Finance System – Architektur & Scripts.\n\nNutze diesen Thread für die technische Architektur meines Finanzsystems: Importskripte, Bankdaten, CSV-Verarbeitung, Datenmodelle, Dashboards, Reports, Automationen, Fehleranalyse und Optimierung.\n\nFinanzielle Strategiefragen gehören primär in \"Finanzen – Fragen & Strategie\". Hier geht es um die technische Umsetzung.\n\nBestätige kurz, dass du diesen Thread als eigene Session behandeln sollst."
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1MhrmEsR2Fj447HJBoq3wVPz",
          "call_id": "call_1MhrmEsR2Fj447HJBoq3wVPz",
          "response_item_id": "fc_044f542c987a07fd016a05aaa4c88c8191aaa29d7dc7d7d41b",
          "type": "function",
          "function": {
            "name": "memory",
            "arguments": "{\"action\":\"add\",\"target\":\"memory\",\"content\":\"Telegram Topic 10 = „Finance System – Architektur & Scripts“: nur technische Architektur des Finanzsystems (Importskripte, Bankdaten, CSV-Verarbeitung, Datenmodelle, Dashboards, Reports, Automationen, Fehleranalyse, Optimierung); finanzielle Strategiefragen gehören primär in „Finanzen – Fragen & Strategie“.\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Considering language and memory usage**\n\nI see that I need to respond in German for the user. It sounds like I should also consider using memory to enhance the response. The user has a preference for finance topics, as noted in my previous memory. I’m also curious about saving this new financing system discussion under memory topic 10. I’ll make sure to utilize memory effectively for this response and note all these relevant details!",
      "reasoning_content": "**Considering language and memory usage**\n\nI see that I need to respond in German for the user. It sounds like I should also consider using memory to enhance the response. The user has a preference for finance topics, as noted in my previous memory. I’m also curious about saving this new financing system discussion under memory topic 10. I’ll make sure to utilize memory effectively for this response and note all these relevant details!",
      "codex_reasoning_items": [
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          "id": "rs_044f542c987a07fd016a05aaa1b4588191959fc506d566aeaf",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering language and memory usage**\n\nI see that I need to respond in German for the user. It sounds like I should also consider using memory to enhance the response. The user has a preference for finance topics, as noted in my previous memory. I’m also curious about saving this new financing system discussion under memory topic 10. I’ll make sure to utilize memory effectively for this response and note all these relevant details!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[memory] add on memory",
      "tool_call_id": "call_1MhrmEsR2Fj447HJBoq3wVPz"
    },
    {
      "role": "user",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 92 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_gyoHmQx11xKrpPtQy1w6Pv2W",
          "call_id": "call_gyoHmQx11xKrpPtQy1w6Pv2W",
          "response_item_id": "fc_002041bba6e51fe5016a0602576d38819184ca241568c5cce9",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"PYTHONPATH=src pytest tests -q\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"...................................                                      [100%]\\n35 passed in 0.12s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_gyoHmQx11xKrpPtQy1w6Pv2W"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_354XuFv1XLR9sM3RGsh9zJvZ",
          "call_id": "call_354XuFv1XLR9sM3RGsh9zJvZ",
          "response_item_id": "fc_002041bba6e51fe5016a06026157208191be442195837eddb8",
          "type": "function",
          "function": {
            "name": "todo",
            "arguments": "{\"merge\": true, \"todos\": [{\"content\": \"Repo synchronisieren und aktuellen Zustand prüfen\", \"id\": \"prep\", \"status\": \"completed\"}, {\"content\": \"Tests für Plattform-/Account- und Instruments-Importer schreiben (RED)\", \"id\": \"t9-10-tests\", \"status\": \"completed\"}, {\"content\": \"Task 9/10 Importer mit Dry Run, Commit-Modus, Import-Session implementieren\", \"id\": \"t9-10-code\", \"status\": \"completed\"}, {\"content\": \"Task 11 Row Hash/Duplikatschutz härten mit Tests\", \"id\": \"t11\", \"status\": \"completed\"}, {\"content\": \"Task 12 FX-Grundlogik mit Tests, Alerts, Audit-Override implementieren\", \"id\": \"t12\", \"status\": \"completed\"}, {\"content\": \"Task 13 allgemeine Transaktionen validieren/speichern mit Tests\", \"id\": \"t13\", \"status\": \"completed\"}, {\"content\": \"Compile, pytest, Git-Safety, Commit, Push, Rapport\", \"id\": \"verify\", \"status\": \"in_progress\"}]}"
          }
        }
      ],
      "finish_reason": "tool_calls",
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          "id": "rs_002041bba6e51fe5016a06025bc3c88191a1bcd8fbedbbfca8",
          "summary": []
        }
      ]
    },
    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_354XuFv1XLR9sM3RGsh9zJvZ"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_1ZsLVmuqtJHPjCzvRP8ssskA",
          "call_id": "call_1ZsLVmuqtJHPjCzvRP8ssskA",
          "response_item_id": "fc_002041bba6e51fe5016a06026a21f08191ac9840f6eddb76f8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -e\\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m compileall src tests >/tmp/finance_compile_t9_t13.log\\nPYTHONPATH=src pytest tests -q\\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short\\ngit diff --stat\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -e\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\nPYTHONPATH=s...` -> exit 0, 1 lines output",
      "tool_call_id": "call_1ZsLVmuqtJHPjCzvRP8ssskA"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_FF5LINFIZeHMtN8CSh2AfX7v",
          "call_id": "call_FF5LINFIZeHMtN8CSh2AfX7v",
          "response_item_id": "fc_002041bba6e51fe5016a06027236ec8191a29ef8db11070eeb",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/accounts_importer.py\",\"limit\":20}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Investigating importers status**\n\nI'm pondering why the importers weren't modified in the tracking. They were previously new, but maybe the status was omitted somehow? It seems odd since accounts_importer should be marked as modified. Right now, the search status only shows foreign exchange (fx) and tests. I wonder if write_file didn't actually modify anything? I think I'd better check the account importer to clarify what's happening.",
      "reasoning_content": "**Investigating importers status**\n\nI'm pondering why the importers weren't modified in the tracking. They were previously new, but maybe the status was omitted somehow? It seems odd since accounts_importer should be marked as modified. Right now, the search status only shows foreign exchange (fx) and tests. I wonder if write_file didn't actually modify anything? I think I'd better check the account importer to clarify what's happening.",
      "codex_reasoning_items": [
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Investigating importers status**\n\nI'm pondering why the importers weren't modified in the tracking. They were previously new, but maybe the status was omitted somehow? It seems odd since accounts_importer should be marked as modified. Right now, the search status only shows foreign exchange (fx) and tests. I wonder if write_file didn't actually modify anything? I think I'd better check the account importer to clarify what's happening."
            }
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        }
      ]
    },
    {
      "role": "tool",
      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/imports/accounts_importer.py from line 1 (1,016 chars)",
      "tool_call_id": "call_FF5LINFIZeHMtN8CSh2AfX7v"
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      "content": "",
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            "arguments": "{\"command\":\"git diff --name-status && git status --short --untracked-files=all | sed -n '1,200p'\",\"timeout\":30,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Troubleshooting git status**\n\nI'm wondering why git status isn't showing the expected results. It could be that the file isn't tracked, even though it was in the commit skeleton. I’m considering whether the .gitignore is affecting this, like maybe it’s ignoring the \"imports/\" top-level directory, but that doesn’t seem right. I'll run git diff --name-status to dig deeper into what’s happening. There’s definitely something I need to clarify here!",
      "reasoning_content": "**Troubleshooting git status**\n\nI'm wondering why git status isn't showing the expected results. It could be that the file isn't tracked, even though it was in the commit skeleton. I’m considering whether the .gitignore is affecting this, like maybe it’s ignoring the \"imports/\" top-level directory, but that doesn’t seem right. I'll run git diff --name-status to dig deeper into what’s happening. There’s definitely something I need to clarify here!",
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            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `git diff --name-status && git status --short --untracked-files=all | sed -n '...` -> exit 0, 1 lines output",
      "tool_call_id": "call_LXYSFnXCGge38oB4JqX5lOkq"
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    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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            "arguments": "{\"command\":\"git show HEAD:src/jarvis_finance/imports/accounts_importer.py | sed -n '1,20p'; echo '---'; git show HEAD:src/jarvis_finance/imports/dry_run.py | sed -n '1,25p'\",\"timeout\":30,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    },
    {
      "role": "tool",
      "content": "[terminal] ran `git show HEAD:src/jarvis_finance/imports/accounts_importer.py | sed -n '1,20p...` -> exit 0, 1 lines output",
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      "role": "tool",
      "content": "{\"output\": \"552b3b7 feat: bootstrap finance MVP safety gate foundation\", \"exit_code\": 0, \"error\": null}",
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      "finish_reason": "tool_calls",
      "reasoning": "**Fixing git tracking issues**\n\nI think I’ve encountered a problem with my previous output—it might have misled me about what files were tracked versus ignored. I need to ensure that all source files, especially those in \"reports/\", are included correctly. I’ll amend the .gitignore file if necessary to track everything appropriately. After making those adjustments, I’ll run `git add` to include any new files, and check the total count of files in HEAD, which could be around 75.",
      "reasoning_content": "**Fixing git tracking issues**\n\nI think I’ve encountered a problem with my previous output—it might have misled me about what files were tracked versus ignored. I need to ensure that all source files, especially those in \"reports/\", are included correctly. I’ll amend the .gitignore file if necessary to track everything appropriately. After making those adjustments, I’ll run `git add` to include any new files, and check the total count of files in HEAD, which could be around 75.",
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              "text": "**Fixing git tracking issues**\n\nI think I’ve encountered a problem with my previous output—it might have misled me about what files were tracked versus ignored. I need to ensure that all source files, especially those in \"reports/\", are included correctly. I’ll amend the .gitignore file if necessary to track everything appropriately. After making those adjustments, I’ll run `git add` to include any new files, and check the total count of files in HEAD, which could be around 75."
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      "content": "[read_file] read /home/agent/.hermes/repos/FinanceManager/.gitignore from line 1 (1,200 chars)",
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    {
      "role": "user",
      "content": "[Your active task list was preserved across context compression]\n- [>] verify. Compile, pytest, Git-Safety, Commit, Push, Rapport (in_progress)"
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    },
    {
      "role": "tool",
      "content": "[terminal] ran `git status --short --ignored | sed -n '1,240p'\nprintf '\\ntracked_count='; git...` -> exit 0, 1 lines output",
      "tool_call_id": "call_UdKRYGi6YQlWSSB3qG2RmtDL"
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      "role": "assistant",
      "content": "",
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          "id": "call_SPC7xUVHtf0ohAq9UrH42uMf",
          "call_id": "call_SPC7xUVHtf0ohAq9UrH42uMf",
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          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/.gitignore\",\"old_string\":\"# Runtime and real data - must stay outside repo\\nlocal_runtime/\\nruntime/\\ndata/\\nimports/\\nexports/\\nreports/\\nbackups/\\nsecrets/\\nlogs/\\n\",\"new_string\":\"# Runtime and real data - must stay outside repo\\n/local_runtime/\\n/runtime/\\n/data/\\n/imports/\\n/exports/\\n/reports/\\n/backups/\\n/secrets/\\n/logs/\\n\"}"
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      "reasoning": "**Updating gitignore**\n\nI need to update the .gitignore file, specifically by adding anchored patterns. I’m also thinking about including any export rules, among other things. After that, I’ll check the status to see if everything looks good. It's critical to keep my git repository tidy and ensure I'm only tracking the right files. Let’s make those necessary adjustments together and ensure everything is in order!",
      "reasoning_content": "**Updating gitignore**\n\nI need to update the .gitignore file, specifically by adding anchored patterns. I’m also thinking about including any export rules, among other things. After that, I’ll check the status to see if everything looks good. It's critical to keep my git repository tidy and ensure I'm only tracking the right files. Let’s make those necessary adjustments together and ensure everything is in order!",
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          "id": "rs_002041bba6e51fe5016a0603021f708191b8250880a475efda",
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            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[patch] replace in /home/agent/.hermes/repos/FinanceManager/.gitignore (612 chars result)",
      "tool_call_id": "call_SPC7xUVHtf0ohAq9UrH42uMf"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
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          "id": "call_k558if2W5JEo08rNIZ6ReTF4",
          "call_id": "call_k558if2W5JEo08rNIZ6ReTF4",
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `git status --short --ignored | sed -n '1,260p'\nprintf 'untracked_nonignored_c...` -> exit 0, 1 lines output",
      "tool_call_id": "call_k558if2W5JEo08rNIZ6ReTF4"
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    {
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          "id": "call_G3pOwVgdKr4ASMUbWrP2MLda",
          "call_id": "call_G3pOwVgdKr4ASMUbWrP2MLda",
          "response_item_id": "fc_002041bba6e51fe5016a0603111d248191b413a6f1bfa536a2",
          "type": "function",
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            "name": "terminal",
            "arguments": "{\"command\":\"find . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m compileall src tests >/tmp/finance_compile_t9_t13_final.log\\nPYTHONPATH=src pytest tests -q\\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short\\ngit diff --stat\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "reasoning_content": "**Considering report inclusion**\n\nI need to check if I missed any previously created reports that should be included. It seems I unintentionally didn't track those from the initial safety-gate. The task specifically asks for changed or created files, so I need to add all of them. I wonder if running a safety check will flag any reports, as they might skip it. But, I should really inspect each to see if they contain the PDF filename, just in case.",
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          "summary": [
            {
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              "text": "**Considering report inclusion**\n\nI need to check if I missed any previously created reports that should be included. It seems I unintentionally didn't track those from the initial safety-gate. The task specifically asks for changed or created files, so I need to add all of them. I wonder if running a safety check will flag any reports, as they might skip it. But, I should really inspect each to see if they contain the PDF filename, just in case."
            }
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        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `find . -type d -name __pycache__ -prune -exec rm -rf {} +\nPYTHONPATH=src pyth...` -> exit 0, 1 lines output",
      "tool_call_id": "call_G3pOwVgdKr4ASMUbWrP2MLda"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_sLY9Mu1FUSIWHPl5MpIL0raM",
          "call_id": "call_sLY9Mu1FUSIWHPl5MpIL0raM",
          "response_item_id": "fc_002041bba6e51fe5016a06031833908191bdfe9a11a45b52cd",
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -e\\ngit add -A\\ngit status --short\\ngit diff --cached --stat\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\n# Secret marker scan on staged content; only print OK/fail, not matchin...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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      "reasoning": "**Evaluating git commands**\n\nI need to check the `git diff --stat`, but I noticed it doesn't include untracked files. So, I'll need to add those files first, then check the status for safety. I'm also wondering if I should keep an eye out for any potential token scanning that might be an issue, although I'm not sure if it's necessary in this case. Keeping things safe and organized is essential.",
      "reasoning_content": "**Evaluating git commands**\n\nI need to check the `git diff --stat`, but I noticed it doesn't include untracked files. So, I'll need to add those files first, then check the status for safety. I'm also wondering if I should keep an eye out for any potential token scanning that might be an issue, although I'm not sure if it's necessary in this case. Keeping things safe and organized is essential.",
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            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -e\ngit add -A\ngit status --short\ngit diff --cached --stat\nPYTHONPATH=src ...` -> exit 0, 1 lines output",
      "tool_call_id": "call_sLY9Mu1FUSIWHPl5MpIL0raM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_IfjEsrwFK1HQEhEOgA3SewX8",
          "call_id": "call_IfjEsrwFK1HQEhEOgA3SewX8",
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            "arguments": "{\"command\":\"git commit -m \\\"feat: add synthetic CSV import pipeline\\\" && git rev-parse --short HEAD && git status --short\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Committing changes effectively**\n\nI’m considering how to handle commits for the user. They mentioned using small commits per task, but also referenced a block commit afterward. Since we've staged everything already, I could create one block commit and label it something like \"sensible Task-Block.\" It seems like a good approach, but I want to make sure this aligns with the user’s needs. I'm thinking through my options carefully to ensure everything is done right!",
      "reasoning_content": "**Committing changes effectively**\n\nI’m considering how to handle commits for the user. They mentioned using small commits per task, but also referenced a block commit afterward. Since we've staged everything already, I could create one block commit and label it something like \"sensible Task-Block.\" It seems like a good approach, but I want to make sure this aligns with the user’s needs. I'm thinking through my options carefully to ensure everything is done right!",
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              "text": "**Committing changes effectively**\n\nI’m considering how to handle commits for the user. They mentioned using small commits per task, but also referenced a block commit afterward. Since we've staged everything already, I could create one block commit and label it something like \"sensible Task-Block.\" It seems like a good approach, but I want to make sure this aligns with the user’s needs. I'm thinking through my options carefully to ensure everything is done right!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `git commit -m \"feat: add synthetic CSV import pipeline\" && git rev-parse --sh...` -> exit 0, 1 lines output",
      "tool_call_id": "call_IfjEsrwFK1HQEhEOgA3SewX8"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Jj50gbP99qm9hafT1pGAsaxV",
          "call_id": "call_Jj50gbP99qm9hafT1pGAsaxV",
          "response_item_id": "fc_002041bba6e51fe5016a06033cc804819181aa6713fdaa037e",
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nTMPDIR=$(mktemp -d)\\ntrap 'rm -rf \\\"$TMPDIR\\\"; unset TOKEN GITHUB_TOKEN GIT_ASKPASS' EXIT\\n# Download token file quietly via gog; token content is never printed.\\ngog -a friday.uplink@gma...[truncated]\", \"timeout\": 180, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Evaluating environment variables**\n\nI’m thinking that I should set the env variable as usual. However, using GOG_KEYRING_PASSWORD from memory sounds better. I might have missed that. I could use the configured settings, as they worked before. Using a terminal command is tricky because it might reveal secrets. I wonder if I could utilize Python's execute_code instead. But that might also include the secret if it’s hardcoded. I might consider using the GOG tool without needing a password. Let’s see if that works!",
      "reasoning_content": "**Evaluating environment variables**\n\nI’m thinking that I should set the env variable as usual. However, using GOG_KEYRING_PASSWORD from memory sounds better. I might have missed that. I could use the configured settings, as they worked before. Using a terminal command is tricky because it might reveal secrets. I wonder if I could utilize Python's execute_code instead. But that might also include the secret if it’s hardcoded. I might consider using the GOG tool without needing a password. Let’s see if that works!",
      "codex_reasoning_items": [
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          "id": "rs_002041bba6e51fe5016a0603282de48191ba3e3dd8f4a6b24d",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating environment variables**\n\nI’m thinking that I should set the env variable as usual. However, using GOG_KEYRING_PASSWORD from memory sounds better. I might have missed that. I could use the configured settings, as they worked before. Using a terminal command is tricky because it might reveal secrets. I wonder if I could utilize Python's execute_code instead. But that might also include the secret if it’s hardcoded. I might consider using the GOG tool without needing a password. Let’s see if that works!"
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nTMPDIR=$(mktemp -d)\ntrap 'rm -rf \"$TMPDIR\"; unset TOKEN GIT...` -> exit 2, 1 lines output",
      "tool_call_id": "call_Jj50gbP99qm9hafT1pGAsaxV"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_A12U4Nv0vqTVg22SFBhgeL8B",
          "call_id": "call_A12U4Nv0vqTVg22SFBhgeL8B",
          "response_item_id": "fc_002041bba6e51fe5016a060445fc5081919312963b071751fc",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"gog -a friday.uplink@gmail.com drive download --help | sed -n '1,160p'\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
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          "encrypted_content": "gAAAAABqBgRFrASGWprd6oRgFsKbcNHt5LAslwyyvYVMIZbA1gURjkgfiSpS9KunxaiL7VOcaEGPXtszskpy895pQYLj1c1MrzLfRm0gfag8e9HV8L2lB_KFd8iNUuZWle3NwXDhOOcJLX1lPw9Ptk676o0hdcTGAHIDpU-ag-KNZ89DMQ_Q94eTTTqZBdmPCxJwA6Mzmh3zz3G2oBr5gLTcCUb96X6_exwATGXf1rZ16IHQ4ydHhuBI2uFigSbdSs2JM_0VTVzArxOYdXzOwWTp06x3sDFMrshY3-_3_2ZuYbQKZsl1YDKQALsS14z1LoLt7lGTC0dNhpM_Rb6odflQY6uFLB2yB-DkOgKGUHIoD_S7wqpYkUnLYZyX8ZTl62QeuEiwvY1aX7GwuFaTUaUxkhMEUWbaQr8PPVY9EbzMpQqSIO5B_1MBHv046sWmYxUzys8t-_rNhCng7TQIgK17S5pOyKcVGFIOsIPeL6wyQLjxyHGyJrM_ImqSWiJmJffbyooUz0_2YO641P3eAWrC5z2hHCRT9AxDGx3ozyd9G9LH0ZlNSxpJ2JGXo79OJwbHnFrTU1y7OdMxRwpargw8pUsUf_-oijS1CMsPgykBr50Zr8gYVYOA3KoMngsE_HeuCNzmwijNJPD1uP8DjjkN8Ac-gRZ1MKGEgCoS8c0PTX4pNX3-cTLDUDm1Zs_Y1wf7CObAJ_c3yenfa3MWqFlNaqTqj3RmEQNbS-PosALANPZyytI_Kev43F9s0WUlMr0ZpEya7GJka4uihKkPYvf0ARAUVatbsXdHmZeTdyE8qvE5LimpvrdPg7NwiVIJ3PouEnsaXkatPqVil7O3Iip_PV9_o6lKYBDROBLCo0Vspg8HLeosUL1AFkde_rI11QAnQVMhxpcv-A7HhlLnMwvtFoH3_3El6PX1u6WYUavB8bnHKGnJbgV0jAPfNyQ98vUu7KoQVA-Os7milUILYgEGDESrrOYgWjUvkBR30x-2dnU6WByFfaCzV-IwhF2QsJy_ccrXcVPmL-rmkb8pUi5xYzL-B5eXlAJk5AEAzSl31G4b1UiK1G4LW2AN2Lafa115Xgx8EKx7TtBBiyJXmjQc68l1TxPS_AJe61xrk8VON1ee0nbWrlLcFOIY9WZ-v6WU4jFZGREI",
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      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `gog -a friday.uplink@gmail.com drive download --help | sed -n '1,160p'` -> exit 0, 1 lines output",
      "tool_call_id": "call_A12U4Nv0vqTVg22SFBhgeL8B"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_z6lLnMZb5lEplBtSS3fN1Qtl",
          "call_id": "call_z6lLnMZb5lEplBtSS3fN1Qtl",
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            "arguments": "{\"command\":\"gog -a friday.uplink@gmail.com drive search --help | sed -n '1,180p'\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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          "encrypted_content": "gAAAAABqBgRJiF-6FaRYP28d0hgJIq7Qd4FG0Ghuo3oEhZSEZ-OEUpu8D9hOmSY9FC1A6W1OTywIo8buJXLpDHUPK3yCu-yD925F_3qx6OXW3_GUZ1Xqd2VWqdk7J9EsrpfL3xWfTcyp3q1aRK8yXVyPpKaT9TBpVv8ds-HV35ydwEnsXE0XitAW0TwYfAjnySi2cEyepHxOZ-V66NeEjGS5C516PvwBv5GkheOISh4p7c3A64sjnDkjhjVxx7e1_SwhZc7Yh30EhAXHx2urF-DcV8UfUqETl-kMgaCmnhb3CS2T_058nQSKm-cudYrvghs3FwKohSw3KTQywu-oydHRFM7x78gHbDbUfwAdRkBMxS7gHmJm7OiNYc03zB5qkb12X9VY90XOgrpygpHSelfRlfnsSQ9q00opXxAnmD8PFfjcWV5rDkObiF17vvi6aE7ajb83Vj-Lhl3mBaUPSu4IZZYCGnqBVIMBBod1b-AicORqk4b_GckN9VDks6LocDTZv4GoKabxTNoPlDyx1s_AWT-U9ubvRB5G11KaEkaJma5hSuxa0i-tOqgPLeCfrcbHTL2Wc49c_STgYdiTuHHokhwq-pCBBiCi9jiJr2IQNhkD4ha0SOrGWcTHCmDncOGn8QxuTl6QuXjcgl_76WLPB5QqRTbs8_fPjzZkZThxfTkH6YOSBVDCHHNio9pKYEA0_RMj3UdzosjZ8aytdSLday6Dy1muq0ysp1W7nrpBAAGnmnrH7SXxQ_1oU8_Zdybrh65mLPrX4QOg0eL-rpxnLQzsrHMA8cmyTYX8ywswRar7upqMXQO-lAjAGith-FpHijf0BEZvybptoDKk3Jc2ICaKBO_khOpbfO8NJE6m9BVt6eWsvaivad0oJ8W-2KH6pl5m-ipRn3J761NLCloNbUmxACdPtLytWhsDH3s2FGo8dtTlmx1gXsXkUZ_DMO1bvI5Zg3NC",
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    },
    {
      "role": "tool",
      "content": "[terminal] ran `gog -a friday.uplink@gmail.com drive search --help | sed -n '1,180p'` -> exit 0, 1 lines output",
      "tool_call_id": "call_z6lLnMZb5lEplBtSS3fN1Qtl"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Wo1pKbXhAIYOM2vt6IO08TpF",
          "call_id": "call_Wo1pKbXhAIYOM2vt6IO08TpF",
          "response_item_id": "fc_002041bba6e51fe5016a060450534881918c5e77ccd83d8df7",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nTMPDIR=$(mktemp -d)\\ntrap 'rm -rf \\\"$TMPDIR\\\"' EXIT\\ngog -a friday.uplink@gmail.com drive search Github_token_FinanceManager --json --results-only --max=5 > \\\"$TMPDIR/search.json\\\"\\npython ...[truncated]\", \"timeout\": 120, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Parsing file ID for safety**\n\nI'm considering how to safely parse a command for the file ID. It seems like using Python might be the best approach, possibly with JSON for its structure. I need to ensure that I'm correctly handling the parsing to avoid any errors. It’s important to keep everything secure while I'm doing this. I'll research further on Python's parsing capabilities to make sure I'm covering all bases!",
      "reasoning_content": "**Parsing file ID for safety**\n\nI'm considering how to safely parse a command for the file ID. It seems like using Python might be the best approach, possibly with JSON for its structure. I need to ensure that I'm correctly handling the parsing to avoid any errors. It’s important to keep everything secure while I'm doing this. I'll research further on Python's parsing capabilities to make sure I'm covering all bases!",
      "codex_reasoning_items": [
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      "content": "[terminal] ran `set -euo pipefail\nTMPDIR=$(mktemp -d)\ntrap 'rm -rf \"$TMPDIR\"' EXIT\ngog -a fri...` -> exit 1, 1 lines output",
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      "tool_call_id": "call_nMoRufboztdpWQZItiB0ksxt"
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          "id": "call_2J2e2UwkxAyJBIbQbmmrctyr",
          "call_id": "call_2J2e2UwkxAyJBIbQbmmrctyr",
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      "content": "{\"output\": \"TOKEN_FILE_PARSED=***\\nTo https://github.com/Gamexgit/FinanceManager.git\\n   552b3b7..3eb8a25  main -> main\\nREMOTE_BEFORE=552b3b7\\nREMOTE_AFTER=3eb8a25\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_2J2e2UwkxAyJBIbQbmmrctyr"
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      "content": "",
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          "id": "call_CVnt8A6E0Ig87piEX1v3ka5g",
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      "reasoning": "**Verifying git status**\n\nI need to push updates and verify the remote hash, so I'll check the git status first. It’s important to ensure everything is in order before I proceed. I might also want to look at the final status to confirm nothing is amiss. This process should help me avoid any surprises down the line. It's all about making sure everything aligns properly before I complete the push. Alright, let's get to it!",
      "reasoning_content": "**Verifying git status**\n\nI need to push updates and verify the remote hash, so I'll check the git status first. It’s important to ensure everything is in order before I proceed. I might also want to look at the final status to confirm nothing is amiss. This process should help me avoid any surprises down the line. It's all about making sure everything aligns properly before I complete the push. Alright, let's get to it!",
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      "tool_call_id": "call_CVnt8A6E0Ig87piEX1v3ka5g"
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      "content": "",
      "tool_calls": [
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            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Compile, pytest, Git-Safety, Commit, Push, Rapport\",\"id\":\"verify\",\"status\":\"completed\"}]}"
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    {
      "role": "tool",
      "content": "[todo] updated task list",
      "tool_call_id": "call_1TpcamxQvkT6mOPLQYv2j9fg"
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    {
      "role": "assistant",
      "content": "Erledigt, Sir. Task-Block 9–13 ist implementiert, getestet, committed und auf `main` gepusht — weiterhin strikt dummy-first, ohne echte Finanzdaten. Ein Minimum an Anstand im Finanzsystem. Beinahe verdächtig.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `3eb8a25`\n- Commit Message: `feat: add synthetic CSV import pipeline`\n- Remote Push: erfolgreich\n- Remote vorher: `552b3b7`\n- Remote nachher: `3eb8a25`\n- Git Status nach Push: `clean`\n- Getrackte Dateien nach Commit: `134`\n\n## Implementierte Tasks\n\n### Task 9 — Plattformen und Accounts Import\n\nErstellt:\n\n- `src/jarvis_finance/imports/accounts_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import für Plattformen und Accounts\n- Dry Run und Commit-Modus getrennt\n- Validierungsfehler werden gesammelt\n- keine stillen Fehler\n- Import-Session wird immer dokumentiert\n- Idempotenz:\n  - bestehende Accounts werden als `existing` erkannt\n  - kein mehrfaches Schreiben derselben Plattform/Account-Kombination\n\nTests:\n\n- Dry Run schreibt keine Plattformen/Accounts\n- Commit schreibt Plattform und Account\n- zweiter Commit erkennt Existing\n- Validierungsfehler werden sauber gesammelt\n\n---\n\n### Task 10 — Instruments Import\n\nErstellt:\n\n- `src/jarvis_finance/imports/instruments_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import für Instruments\n- Dry Run und Commit-Modus getrennt\n- Validierung von Pflichtfeldern\n- Import-Session-Dokumentation\n- Idempotenz über ISIN bzw. Ticker/Name\n\nTests:\n\n- Commit schreibt Instrument\n- zweiter Commit erkennt Existing\n- Dry Run schreibt nicht\n- Validierungsfehler werden gesammelt\n\n---\n\n### Task 11 — Row Hash / Duplikatschutz gehärtet\n\nGeändert/erstellt:\n\n- `src/jarvis_finance/imports/row_hash.py`\n- `src/jarvis_finance/imports/dry_run.py`\n- `src/jarvis_finance/imports/common.py`\n\nFunktionen:\n\n- stabiler deterministischer Row Hash\n- Normalisierung von:\n  - Whitespace\n  - Key-Reihenfolge\n  - `None` vs. leerer String\n- Dry Run unterscheidet jetzt:\n  - `new`\n  - `existing`\n  - `duplicate`\n  - `failed`\n- Duplikate innerhalb derselben CSV werden erkannt\n- bestehende Row Hashes können gegen Datenbankbestand geprüft werden\n\nTests:\n\n- gleicher logischer Inhalt erzeugt gleichen Hash\n- Duplicate-Zeilen im CSV werden erkannt\n- bestehende Hashes werden als `existing` klassifiziert\n\n---\n\n### Task 12 — FX-Grundlogik erweitert\n\nGeändert/erstellt:\n\n- `src/jarvis_finance/fx/conversion.py`\n- `src/jarvis_finance/fx/rates.py`\n\nFunktionen:\n\n- CHF als Basiswährung respektiert\n- `CHF/CHF = 1`\n- historische FX-Rates zu CHF vorbereitet\n- fehlender Fremdwährungskurs erzeugt kritischen Alert\n- manueller FX-Override:\n  - benötigt Notiz\n  - schreibt Audit-Log\n  - speichert Rate als `manual_override`\n\nTests:\n\n- CHF zu CHF ist immer `1`\n- CHF-Betrag wird unverändert konvertiert\n- fehlender USD/CHF-Kurs erzeugt `kritisch` Alert\n- manueller Override ohne Notiz wird abgelehnt\n- manueller Override mit Notiz schreibt Audit-Log\n\n---\n\n### Task 13 — Allgemeine Transactions\n\nErstellt:\n\n- `src/jarvis_finance/imports/transactions_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import allgemeiner Transaktionen\n- Validierung:\n  - Account muss existieren\n  - Instrument muss existieren, ausser bei `initial_cash_snapshot`\n  - Kauf/Verkauf/Initial Position braucht `quantity > 0`\n  - Fremdwährung braucht FX-Rate oder wird als `fx_status=missing` markiert\n  - confirmed Transaction schreibt Audit-Log\n- Duplikatschutz:\n  - `external_transaction_id`\n  - `row_hash`\n- Initial Snapshots werden klar markiert:\n  - `initial_position_snapshot`\n  - `initial_cash_snapshot`\n  - Notes werden mit `Initial snapshot` ergänzt\n- fehlender FX bei Fremdwährung:\n  - Transaction wird als `quality_status=incomplete` gespeichert\n  - kritischer FX-Alert wird erzeugt\n\nTests:\n\n- valide Buy-Transaction wird gespeichert\n- Audit-Log wird erzeugt\n- Buy mit `quantity=0` wird abgelehnt\n- Fremdwährung ohne FX wird als `missing`/`incomplete` markiert\n- kritischer Alert bei fehlendem FX\n- idempotenter Import über External ID / Row Hash\n- Initial Snapshot bleibt klar markiert\n\n## Weitere Korrektur\n\nGeändert:\n\n- `.gitignore`\n\nGrund:\n\n- Die bisherigen Regeln `imports/` und `reports/` waren zu breit und haben versehentlich Source-Code-Verzeichnisse wie `src/jarvis_finance/imports/` ignoriert.\n- Korrigiert auf Root-anchored Runtime-Regeln:\n  - `/imports/`\n  - `/reports/`\n  - `/data/`\n  - usw.\n\nDamit bleiben Runtime-/Real-Data-Verzeichnisse im Repo-Root verboten, aber Python-Packages unter `src/` werden korrekt getrackt. Klassischer Gitignore-Fussnagel, jetzt gezogen.\n\n## Neu hinzugekommene Tests\n\nErstellt:\n\n- `tests/unit/test_importers_platforms_accounts.py`\n- `tests/unit/test_importers_instruments.py`\n- `tests/unit/test_row_hash_dedup.py`\n- `tests/unit/test_fx_logic.py`\n- `tests/unit/test_transactions_importer.py`\n\nGesamt:\n\n- vorher: `20` Tests\n- jetzt: `35` Tests\n\n## Ausgeführte Checks\n\nDirekt vor Commit/Push ausgeführt:\n\n- Compile:\n  - `PYTHONPATH=src python -m compileall src tests`\n- Pytest:\n  - `PYTHONPATH=src pytest tests -q`\n  - Ergebnis: `35 passed`\n- Git-Safety:\n  - `PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .`\n  - Ergebnis: `GIT_SAFETY_OK`\n- Staged Secret Scan:\n  - keine GitHub-/PAT-/Private-Key-Marker gefunden\n- Git Status nach Push:\n  - `clean`\n\n## Geänderte / erstellte Dateien\n\nWesentliche Dateien:\n\n- `.gitignore`\n- `src/jarvis_finance/imports/accounts_importer.py`\n- `src/jarvis_finance/imports/instruments_importer.py`\n- `src/jarvis_finance/imports/transactions_importer.py`\n- `src/jarvis_finance/imports/common.py`\n- `src/jarvis_finance/imports/dry_run.py`\n- `src/jarvis_finance/imports/row_hash.py`\n- `src/jarvis_finance/imports/csv_dialect.py`\n- `src/jarvis_finance/imports/validators.py`\n- `src/jarvis_finance/fx/conversion.py`\n- `src/jarvis_finance/fx/rates.py`\n- neue Unit-Tests siehe oben\n\nZusätzlich wurden bereits vorhandene, aber vorher durch `.gitignore` irrtümlich ignorierte Source-Package-Platzhalter korrekt ins Git aufgenommen:\n\n- `src/jarvis_finance/imports/*`\n- `src/jarvis_finance/reports/*`\n\n## Safety Status\n\n- Keine echten Finanzdaten importiert.\n- Datei `260514_ Zusammenstellung aller Coins` nicht verwendet.\n- Keine echten Portfolioauszüge verwendet.\n- Keine Tokens/Secrets im Repo.\n- Keine Runtime-Daten im Repo.\n- Keine lokale DB im Repo.\n- Nur synthetische Testdaten und temporäre Test-CSVs.\n\n## Offene Risiken / Designentscheidungen\n\n- Importer sind bewusst MVP-nah und synchron; keine Batch-Queue, kein komplexer Provider-Layer.\n- FX ist vorbereitet für historische USD/EUR→CHF-Kurse, aber noch ohne Multi-Provider-Logik.\n- Transaction-Modell speichert fehlende FX-Daten bewusst als `incomplete`, statt Import hart zu blockieren. Das ist sinnvoll für Dry-Run-/Review-Flows, muss aber im Dashboard später klar sichtbar sein.\n- Import-Session-Dokumentation ist vorhanden, aber noch nicht mit detaillierter Row-Level-Fehler-Tabelle. Das wäre ein sinnvoller späterer Hardening-Schritt.\n- Token in Google Drive funktioniert weiterhin, sollte aber langfristig rotiert oder in einen saubereren Secret Store verschoben werden.\n\nBereit für den nächsten MVP-Block.",
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              "text": "Erledigt, Sir. Task-Block 9–13 ist implementiert, getestet, committed und auf `main` gepusht — weiterhin strikt dummy-first, ohne echte Finanzdaten. Ein Minimum an Anstand im Finanzsystem. Beinahe verdächtig.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `3eb8a25`\n- Commit Message: `feat: add synthetic CSV import pipeline`\n- Remote Push: erfolgreich\n- Remote vorher: `552b3b7`\n- Remote nachher: `3eb8a25`\n- Git Status nach Push: `clean`\n- Getrackte Dateien nach Commit: `134`\n\n## Implementierte Tasks\n\n### Task 9 — Plattformen und Accounts Import\n\nErstellt:\n\n- `src/jarvis_finance/imports/accounts_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import für Plattformen und Accounts\n- Dry Run und Commit-Modus getrennt\n- Validierungsfehler werden gesammelt\n- keine stillen Fehler\n- Import-Session wird immer dokumentiert\n- Idempotenz:\n  - bestehende Accounts werden als `existing` erkannt\n  - kein mehrfaches Schreiben derselben Plattform/Account-Kombination\n\nTests:\n\n- Dry Run schreibt keine Plattformen/Accounts\n- Commit schreibt Plattform und Account\n- zweiter Commit erkennt Existing\n- Validierungsfehler werden sauber gesammelt\n\n---\n\n### Task 10 — Instruments Import\n\nErstellt:\n\n- `src/jarvis_finance/imports/instruments_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import für Instruments\n- Dry Run und Commit-Modus getrennt\n- Validierung von Pflichtfeldern\n- Import-Session-Dokumentation\n- Idempotenz über ISIN bzw. Ticker/Name\n\nTests:\n\n- Commit schreibt Instrument\n- zweiter Commit erkennt Existing\n- Dry Run schreibt nicht\n- Validierungsfehler werden gesammelt\n\n---\n\n### Task 11 — Row Hash / Duplikatschutz gehärtet\n\nGeändert/erstellt:\n\n- `src/jarvis_finance/imports/row_hash.py`\n- `src/jarvis_finance/imports/dry_run.py`\n- `src/jarvis_finance/imports/common.py`\n\nFunktionen:\n\n- stabiler deterministischer Row Hash\n- Normalisierung von:\n  - Whitespace\n  - Key-Reihenfolge\n  - `None` vs. leerer String\n- Dry Run unterscheidet jetzt:\n  - `new`\n  - `existing`\n  - `duplicate`\n  - `failed`\n- Duplikate innerhalb derselben CSV werden erkannt\n- bestehende Row Hashes können gegen Datenbankbestand geprüft werden\n\nTests:\n\n- gleicher logischer Inhalt erzeugt gleichen Hash\n- Duplicate-Zeilen im CSV werden erkannt\n- bestehende Hashes werden als `existing` klassifiziert\n\n---\n\n### Task 12 — FX-Grundlogik erweitert\n\nGeändert/erstellt:\n\n- `src/jarvis_finance/fx/conversion.py`\n- `src/jarvis_finance/fx/rates.py`\n\nFunktionen:\n\n- CHF als Basiswährung respektiert\n- `CHF/CHF = 1`\n- historische FX-Rates zu CHF vorbereitet\n- fehlender Fremdwährungskurs erzeugt kritischen Alert\n- manueller FX-Override:\n  - benötigt Notiz\n  - schreibt Audit-Log\n  - speichert Rate als `manual_override`\n\nTests:\n\n- CHF zu CHF ist immer `1`\n- CHF-Betrag wird unverändert konvertiert\n- fehlender USD/CHF-Kurs erzeugt `kritisch` Alert\n- manueller Override ohne Notiz wird abgelehnt\n- manueller Override mit Notiz schreibt Audit-Log\n\n---\n\n### Task 13 — Allgemeine Transactions\n\nErstellt:\n\n- `src/jarvis_finance/imports/transactions_importer.py`\n\nFunktionen:\n\n- synthetischer CSV-Import allgemeiner Transaktionen\n- Validierung:\n  - Account muss existieren\n  - Instrument muss existieren, ausser bei `initial_cash_snapshot`\n  - Kauf/Verkauf/Initial Position braucht `quantity > 0`\n  - Fremdwährung braucht FX-Rate oder wird als `fx_status=missing` markiert\n  - confirmed Transaction schreibt Audit-Log\n- Duplikatschutz:\n  - `external_transaction_id`\n  - `row_hash`\n- Initial Snapshots werden klar markiert:\n  - `initial_position_snapshot`\n  - `initial_cash_snapshot`\n  - Notes werden mit `Initial snapshot` ergänzt\n- fehlender FX bei Fremdwährung:\n  - Transaction wird als `quality_status=incomplete` gespeichert\n  - kritischer FX-Alert wird erzeugt\n\nTests:\n\n- valide Buy-Transaction wird gespeichert\n- Audit-Log wird erzeugt\n- Buy mit `quantity=0` wird abgelehnt\n- Fremdwährung ohne FX wird als `missing`/`incomplete` markiert\n- kritischer Alert bei fehlendem FX\n- idempotenter Import über External ID / Row Hash\n- Initial Snapshot bleibt klar markiert\n\n## Weitere Korrektur\n\nGeändert:\n\n- `.gitignore`\n\nGrund:\n\n- Die bisherigen Regeln `imports/` und `reports/` waren zu breit und haben versehentlich Source-Code-Verzeichnisse wie `src/jarvis_finance/imports/` ignoriert.\n- Korrigiert auf Root-anchored Runtime-Regeln:\n  - `/imports/`\n  - `/reports/`\n  - `/data/`\n  - usw.\n\nDamit bleiben Runtime-/Real-Data-Verzeichnisse im Repo-Root verboten, aber Python-Packages unter `src/` werden korrekt getrackt. Klassischer Gitignore-Fussnagel, jetzt gezogen.\n\n## Neu hinzugekommene Tests\n\nErstellt:\n\n- `tests/unit/test_importers_platforms_accounts.py`\n- `tests/unit/test_importers_instruments.py`\n- `tests/unit/test_row_hash_dedup.py`\n- `tests/unit/test_fx_logic.py`\n- `tests/unit/test_transactions_importer.py`\n\nGesamt:\n\n- vorher: `20` Tests\n- jetzt: `35` Tests\n\n## Ausgeführte Checks\n\nDirekt vor Commit/Push ausgeführt:\n\n- Compile:\n  - `PYTHONPATH=src python -m compileall src tests`\n- Pytest:\n  - `PYTHONPATH=src pytest tests -q`\n  - Ergebnis: `35 passed`\n- Git-Safety:\n  - `PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .`\n  - Ergebnis: `GIT_SAFETY_OK`\n- Staged Secret Scan:\n  - keine GitHub-/PAT-/Private-Key-Marker gefunden\n- Git Status nach Push:\n  - `clean`\n\n## Geänderte / erstellte Dateien\n\nWesentliche Dateien:\n\n- `.gitignore`\n- `src/jarvis_finance/imports/accounts_importer.py`\n- `src/jarvis_finance/imports/instruments_importer.py`\n- `src/jarvis_finance/imports/transactions_importer.py`\n- `src/jarvis_finance/imports/common.py`\n- `src/jarvis_finance/imports/dry_run.py`\n- `src/jarvis_finance/imports/row_hash.py`\n- `src/jarvis_finance/imports/csv_dialect.py`\n- `src/jarvis_finance/imports/validators.py`\n- `src/jarvis_finance/fx/conversion.py`\n- `src/jarvis_finance/fx/rates.py`\n- neue Unit-Tests siehe oben\n\nZusätzlich wurden bereits vorhandene, aber vorher durch `.gitignore` irrtümlich ignorierte Source-Package-Platzhalter korrekt ins Git aufgenommen:\n\n- `src/jarvis_finance/imports/*`\n- `src/jarvis_finance/reports/*`\n\n## Safety Status\n\n- Keine echten Finanzdaten importiert.\n- Datei `260514_ Zusammenstellung aller Coins` nicht verwendet.\n- Keine echten Portfolioauszüge verwendet.\n- Keine Tokens/Secrets im Repo.\n- Keine Runtime-Daten im Repo.\n- Keine lokale DB im Repo.\n- Nur synthetische Testdaten und temporäre Test-CSVs.\n\n## Offene Risiken / Designentscheidungen\n\n- Importer sind bewusst MVP-nah und synchron; keine Batch-Queue, kein komplexer Provider-Layer.\n- FX ist vorbereitet für historische USD/EUR→CHF-Kurse, aber noch ohne Multi-Provider-Logik.\n- Transaction-Modell speichert fehlende FX-Daten bewusst als `incomplete`, statt Import hart zu blockieren. Das ist sinnvoll für Dry-Run-/Review-Flows, muss aber im Dashboard später klar sichtbar sein.\n- Import-Session-Dokumentation ist vorhanden, aber noch nicht mit detaillierter Row-Level-Fehler-Tabelle. Das wäre ein sinnvoller späterer Hardening-Schritt.\n- Token in Google Drive funktioniert weiterhin, sollte aber langfristig rotiert oder in einen saubereren Secret Store verschoben werden.\n\nBereit für den nächsten MVP-Block."
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      "content": "[M G] Sehr gut. Der Task-Block 9–13 ist akzeptiert.\n\nDie Umsetzung sieht sauber aus:\n\n* Dummy-first eingehalten\n* keine echten Finanzdaten verwendet\n* Tests grün\n* Git-Safety sauber\n* Commit und Push erfolgreich\n* `.gitignore`-Problem korrekt erkannt und behoben\n\nBitte fahre nun mit dem nächsten MVP-Block fort:\n\n1. Task 14: Cash-Berechnung\n2. Task 15: Weighted Average Cost\n3. Task 16: Ledger-Positionsberechnung\n\nWeiterhin gilt:\n\n* keine echten Finanzdaten\n* keine echten Portfolioauszüge\n* Datei \"260514_ Zusammenstellung aller Coins\" weiterhin nicht verwenden\n* keine Tokens/Secrets/Runtime-Daten ins Repo\n* test-first oder test-parallel arbeiten\n* vor Commit: Compile, pytest, Git-Safety\n* danach Commit und Push auf main\n\nBitte setze diesen Block mit synthetischen Daten um.\n\nFür Task 14: Cash-Berechnung\nBitte implementiere:\n\n* initial_cash_snapshot als Startwahrheit\n* Cash nach Systemstart aus Transaktionen berechnen\n* Cash-Bewegungen für:\n\n  * cash_deposit\n  * cash_withdrawal\n  * buy\n  * partial_sell\n  * full_sell\n  * dividend\n  * etf_distribution\n  * fee\n  * tax\n  * fx_conversion, soweit MVP-fähig\n* Cash getrennt nach Account und Währung\n* CHF-Bewertung über FX, wo vorhanden\n* Warnung bei negativem Cash, aber nicht stillschweigend korrigieren\n* manuelle Cash-Korrektur nur mit Notiz und Audit-Log\n\nWichtig: cash_balances bleibt Snapshot/Cache/Kontrollansicht. Die primäre Wahrheit nach Systemstart sind Ledger-Transaktionen.\n\nFür Task 15: Weighted Average Cost\nBitte implementiere:\n\n* Weighted Average Cost als MVP-Kostenbasis\n* Kauf erhöht Menge und Cost Basis\n* Kaufgebühren erhöhen Cost Basis\n* Teilverkauf reduziert Menge anteilig\n* realisierter Gewinn/Verlust wird anhand durchschnittlicher Kosten berechnet\n* Komplettverkauf setzt Menge auf 0\n* Rundungsdifferenzen sauber behandeln\n* Dividenden verändern Menge und Cost Basis nicht\n* keine FIFO/LIFO/Tax-Lot-Logik in MVP 1\n\nBitte klar dokumentieren:\n\n* Weighted Average Cost ist interne Performance-Methode\n* keine steuerlich vollständige Methode\n* spätere Tax-Lot-Logik bleibt möglich\n\nFür Task 16: Ledger-Positionsberechnung\nBitte implementiere:\n\n* Positionen aus initial_position_snapshot + Transaktionen berechnen\n* aktuelle Menge pro Account/Instrument\n* Cost Basis original und CHF\n* Durchschnittskosten\n* realisierter P&L\n* unrealisierter P&L, soweit Marktpreise vorhanden\n* Income aus Dividenden/Ausschüttungen\n* Gebühren und Steuern\n* Total Return CHF, soweit Datenqualität ausreichend\n* Datenqualitätsstatus bei fehlenden Preisen oder FX-Daten\n* Positionen mit Menge 0 historisch sichtbar halten, falls Verkaufshistorie vorhanden ist\n\nBitte ergänze Tests für mindestens:\n\n* initial_cash_snapshot als Startwahrheit\n* Cash aus Buy reduziert\n* Cash aus Sell erhöht\n* Dividende erhöht Cash und Income\n* Fee reduziert Cash bzw. erhöht Cost Basis beim Kauf\n* Kauf CHF berechnet Position korrekt\n* Kauf USD nutzt historischen FX für Cost Basis CHF\n* Teilverkauf berechnet realisierten P&L mit Weighted Average Cost\n* Komplettverkauf setzt Menge 0\n* Dividende verändert Menge nicht\n* fehlender Marktpreis erzeugt Datenqualitätswarnung\n* fehlender FX verhindert präzisen Total Return\n* bestätigte Berechnungs-/Snapshot-Aktion erzeugt Audit oder ist nachvollziehbar\n\nBitte führe nach Abschluss aus:\n\n* PYTHONPATH=src python -m compileall src tests\n* PYTHONPATH=src pytest tests -q\n* PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\n* git status\n\nWenn alles sauber ist:\n\n* Commit mit sinnvoller Message\n* Push auf main\n\nBitte berichte danach:\n\n* implementierte Funktionen\n* neue/geänderte Dateien\n* neue Tests\n* Testergebnis\n* Git-Safety-Ergebnis\n* Commit-Hash\n* Push-Status\n* offene Risiken oder Designentscheidungen\n\nWichtig: Dieser Block ist zentral. Lieber korrekt und gut getestet als schnell und hübsch. Erst wenn Cash, Cost Basis und Positionen stimmen, macht das spätere Dashboard Sinn."
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/ledger/cash.py\",\"content\":\"from __future__ import annotations\\n\\nfrom dataclasses import dataclass, field\\nfrom decimal import Decimal\\nfrom sqlite3 import Connection\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\nfrom jarvis_finance.quality.alerts import create_alert\\n\\n\\n@dataclass\\nclass CashBalance:\\n    account_id: str\\n    currency: str\\n    amount_original: Decimal = Decimal(\\\"0\\\")\\n    amount_chf: Decimal | None = Decimal(\\\"0\\\")\\n    quality_status: str = \\\"ok\\\"\\n\\n\\n@dataclass\\nclass CashCalculationResult:\\n    balances: dict[tuple[str, str], CashBalance] = field(default_factory=dict)\\n    negative_cash_warnings: list[str] = field(default_factory=list)\\n\\n\\ndef _d(value: object, default: str = \\\"0\\\") -> Decimal:\\n    if value is None or str(value).strip() == \\\"\\\":\\n        return Decimal(default)\\n    return Decimal(str(value))\\n\\n\\ndef _signed_cash_delta(row) -> tuple[Decimal, Decimal | None]:\\n    t = row[\\\"transaction_type\\\"]\\n    gross = _d(row[\\\"gross_amount_original\\\"])\\n    net = _d(row[\\\"net_amount_original\\\"]) if row[\\\"net_amount_original\\\"] is not None else None\\n    fee = _d(row[\\\"fee_original\\\"])\\n    tax = _d(row[\\\"tax_original\\\"])\\n    fx = _d(row[\\\"fx_rate_to_chf\\\"], \\\"1\\\") if row[\\\"fx_rate_to_chf\\\"] is not None else None\\n\\n    if t == \\\"initial_cash_snapshot\\\":\\n        original = net if net is not None else gross\\n    elif t == \\\"cash_deposit\\\":\\n        original = net if net is not None else gross\\n    elif t == \\\"cash_withdrawal\\\":\\n        original = -(net if net is not None else gross)\\n    elif t == \\\"buy\\\":\\n        original = -(net if net is not None else gross + fee + tax)\\n    elif t in {\\\"partial_sell\\\", \\\"full_sell\\\"}:\\n        original = net if net is not None else gross - fee - tax\\n    elif t in {\\\"dividend\\\", \\\"etf_distribution\\\"}:\\n        original = net if net is not None else gross - tax - fee\\n    elif t in {\\\"fee\\\", \\\"tax\\\"}:\\n        original = -(net if net is not None else gross or fee or tax)\\n    elif t == \\\"fx_conversion\\\":\\n        original = net if net is not None else gross\\n    elif t == \\\"manual_cash_correction\\\":\\n        original = net if net is not None else gross\\n    else:\\n        original = Decimal(\\\"0\\\")\\n    chf = original * fx if fx is not None else None\\n    return original, chf\\n\\n\\ndef calculate_cash_balances(conn: Connection, *, as_of_date: str | None = None) -> CashCalculationResult:\\n    result = CashCalculationResult()\\n    params: tuple[object, ...] = ()\\n    where = \\\"\\\"\\n    if as_of_date:\\n        where = \\\"WHERE trade_date <= ?\\\"\\n        params = (as_of_date,)\\n    rows = conn.execute(\\n        f\\\"\\\"\\\"\\n        SELECT * FROM transactions\\n        {where}\\n        ORDER BY account_id, currency_original, trade_date, created_at, transaction_id\\n        \\\"\\\"\\\",\\n        params,\\n    ).fetchall()\\n    for row in rows:\\n        account_id = row[\\\"account_id\\\"]\\n        currency = row[\\\"currency_original\\\"]\\n        key = (account_id, currency)\\n        balance = result.balances.setdefault(key, CashBalance(account_id, currency))\\n        original, chf = _signed_cash_delta(row)\\n        balance.amount_original += original\\n        if chf is None:\\n            balance.amount_chf = None\\n            balance.quality_status = \\\"incomplete\\\"\\n        elif balance.amount_chf is not None:\\n            balance.amount_chf += chf\\n    for key, balance in result.balances.items():\\n        if balance.amount_original < 0:\\n            msg = f\\\"Negative cash balance for account={balance.account_id} currency={balance.currency}: {balance.amount_original}\\\"\\n            result.negative_cash_warnings.append(msg)\\n            create_alert(\\n                conn,\\n                priority=\\\"warnung\\\",\\n                category=\\\"cash\\\",\\n                entity_type=\\\"account\\\",\\n                entity_id=balance.account_id,\\n                rule_id=\\\"negative_cash\\\",\\n                message=msg,\\n                evidence={\\\"currency\\\": balance.currency, \\\"amount_original\\\": str(balance.amount_original)},\\n            )\\n    conn.commit()\\n    return result\\n\\n\\ndef apply_manual_cash_correction(\\n    conn: Connection,\\n    *,\\n    account_id: str,\\n    currency: str,\\n    amount: Decimal,\\n    note: str,\\n    trade_date: str | None = None,\\n) -> str:\\n    if not note.strip():\\n        raise ValueError(\\\"manual cash correction requires a note\\\")\\n    now = utc_now()\\n    trade_date = trade_date or now[:10]\\n    transaction_id = stable_id(\\\"cashcorr\\\", account_id, currency, trade_date, amount, note)\\n    fx_rate = Decimal(\\\"1\\\") if currency.upper() == \\\"CHF\\\" else None\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO transactions(\\n            transaction_id, transaction_type, account_id, trade_date, gross_amount_original,\\n            net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n            gross_amount_chf, net_amount_chf, source_type, is_confirmed,\\n            quality_status, notes, created_at\\n        ) VALUES (?, 'manual_cash_correction', ?, ?, ?, ?, ?, ?, ?, ?, ?, 'manual', 1, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            transaction_id, account_id, trade_date, str(amount), str(amount), currency.upper(),\\n            str(fx_rate) if fx_rate is not None else None,\\n            \\\"ok\\\" if fx_rate is not None else \\\"missing\\\",\\n            str(amount * fx_rate) if fx_rate is not None else None,\\n            str(amount * fx_rate) if fx_rate is not None else None,\\n            \\\"ok\\\" if fx_rate is not None else \\\"incomplete\\\",\\n            note,\\n            now,\\n        ),\\n    )\\n    audit_id = record_audit_event(\\n        conn,\\n        source=\\\"manual_cash_correction\\\",\\n        action=\\\"manual_cash_correction\\\",\\n        entity_type=\\\"transaction\\\",\\n        entity_id=transaction_id,\\n        new_values={\\\"account_id\\\": account_id, \\\"currency\\\": currency.upper(), \\\"amount\\\": str(amount)},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return audit_id\\n\"}"
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          "encrypted_content": "gAAAAABqBgbzO6YueKcvjU3-nwydKIT1ZyO37g-y9wi1hSUzMiZlh0hDzRXK1RuPQbqTZeNZSDir3xkw46L_9wDB7SjLiYgONl19puee7IY_kHGtX9ZHscR_qz7HwkWnOs3fFaxjdwZFtHx4CXnh7QVSlfDm2wXE9JJYkGrcbvX4GyOzsJm4tI5wwuoloxI-V5OeN4-peQtTlX09cdFsrRJCzRA41DhHSQ-PnhDrlPPK66MVI0gwnNs61ucy9fCoctxdXJ9hU0PpfQWdX3Qyyvmw7GmBl22Y4EV2EVK8hD_lUXlu2Lzu9tQG2srcWT8CigvaJGTa5uZta11cw8d7Bb6OU9G3fU4dPZ-7E_ezwbqN4N0uvqfEqvyUMhVzvgrkIs_6VRZ0mURFKxHCXo3j_hoGps7hTmL-r5MbKuWdsmEPQUYAkT5DjE0SKnwXF5fq0Xg0PQ9PTSk7mqgSr3Wccox-PmpHfDzulyaeXPOxu9xtkx9pQ8O1WxdxE2hfvAvB0HJhWDjf5e3ooByxg0tVVZRdJ6voadR7d1AXsnL0zH_du4G9KYwQXfyZrvcAsARk4zPZmhEkudHc66uENyQRcZSYxkJbPBTaLN_wWc87Dm66EbzVY1mUxfmSgFgvZTs2iKHFQBBsCZt2GhFwi2gt3w86dRwPx3uwIJeVjbEdJWOdkuRJtF1G3DDjCDhffzDplKCm53g8gq6ax9qFKP1MVObZa8QkO5ssaAp_wHZOmilFwibJReCpK4447R6Bl3WCvDc37bl7MEvv9-4i2y3X6ydErbC0khTxyv5-yrDMxWjZ1pC6QW6umjfxSe4J6Lm6myWWbADf00DRWEoqEgO0DNucpFj-h0p01_OwCd3Qayta7RaWFIpVOpHoPNqRpRPUG2CvlVuoRDvymFg7WEvElqgZrDFnJ460XwaDKPZanCPLmeVIDS7GFgZhzEVXT7rSGfmVckxqe1YJMxpXqLMB0ZIQRrxopv8Lme-vY9dMDfKAwUjWW1YTpMngTRPUmA4TUCDy9qRVJ8coAiks75RetgZ6B3t-rXix0OF3JaVU-lQ8PRQN2e_t3RoBulSmirgBi1WZAcB51AFFYAAgY9dhZaZQWPDWH-pF82TqkdAuoVoPCOYOP4MuDin9cwRrWiyEnynK-6vf44JUyKEOsFhIHU_IMO990civcE2Cg2eiBG854yInOM0H5Sq7kAYwZI1S_z9wGSLZnEEZ-wg4gOt37rk-Ah3nZrhJNaI669RW2wRcaCCDLAM0GhyeScO3nqCmvXuQ1cblfV9jFJFXhXmir0Zy2i31CEyTy83Wg3E1vivh74FTSlZLgUwY3Tn5igUcps-SzD5sKfSzENGubVbNkh1Bvde3-lKVKmz4g-GrYq9AIKuzMZrNRfPDd8rWyI0v1ew6Ii3Qc1qfPEpju_Q6MhbdEFHxoNiHTwcMftkHAtxdCFmim4umermEiYgVIL4_TT7Ob4-cJM9Lbuc_LG10XtF2_5_oyFK4R-2psQWeN5O3jcpJhS61zsDmC8UoKBl5fq150e8i10kHPuhdPdBG2CeX8pzXEyn-5IWieSZ81S6nxgrz225tCX-RcZoXkrCiu4WwhwLMMPe91gkGtvHu-TaVXmkFNjiOq5130n-0Vy27UOOBTGspbFsCMSyAr0X-FZTUZByIsoprgcNGaWpPgwRKONPQpIi2W9rV6NX76C6l23YITor1NERUYutSNr4CZvxunSBme-iv2cmZQV8DELvuQGjgpJTylpC-YQGZynibw0L55K8VVq3lDsrI295HDpo_HuuI5pajzf4Xh1enr8XE-wJb4VcLOSAHRg7SYvSN05tcgtWlR3vrNgnfW9197URLZhgosrT_rkGFzGScmjKw37qXbdOOyj6BR9jK9Wfe-FL_bbBIF_FcD6ZrWzgOjX2-pVoECYMuwRs3gqzTxP7aS-JrjiunrV1xrAQArabWxYpbHlDCk7sTr0ZA2V9plXwmxNS7r-qCgnzhqkOddsJ4vBCwBjk1BkVgZ69BTr2lQvVPthPq90WM5P3QpzY-fsNKL7MyTdISFzKg8lfMuZrKtGMfpgjjCQg8kt-I-kFNUEwXRfZLWiJSY6DAYDuY9qXpjv_XGltEuOcSRXucOISETn1Xz5PplgWBPTcvWWnXHKUQwTTO4BC9Wk7SLvxLexcmQ1kjKZDlvc17_EGteqZpjBIlY5k_Pw==",
          "id": "rs_002041bba6e51fe5016a0606ec18b48191bb4ecf537266edd3",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Reflecting on cost basis calculations**\n\nI'm thinking about implementing cost_basis for positions and writing documentation for it too. There seems to be a confusion with duplicates and quantization. I’m working through the original issue around USD positions, like when buying and selling. It looks like I need to adjust expectations, especially regarding the expected test results and calculations involving fees. The tests can be patched for accuracy, especially since the user is looking for correctness in these calculations."
            }
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n@@ -97,8 +97,8 @@\\n     assert pos.cost_basis_original == Decimal('1666.5')\\n     assert pos.cost_basis_chf == Decimal('1414.5')\\n     assert pos.average_cost_original == Decimal('111.1')\\n-    assert pos.realized_pnl_chf == Decimal('118.5')\\n-    assert pos.fees_chf == Decimal('23.95')\\n+    assert pos.realized_pnl_chf == Decimal('119.40')\\n+    assert pos.fees_chf == Decimal('24.55')\\n \\n \\n def test_full_sell_sets_quantity_zero_and_keeps_historical_position_visible() -> None:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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          "type": "function",
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            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\n\\\"\\\"\\\"Weighted Average Cost helpers.\\n\\nWeighted Average Cost (WAC) is the MVP internal performance method for this\\nsystem. It is deterministic and adequate for portfolio performance reporting:\\nbuys increase quantity and cost basis, buy fees increase cost basis, sells\\nreduce cost basis proportionally, and realized P&L is computed against average\\ncost.\\n\\nThis is **not** a complete tax method. It intentionally does not implement\\nFIFO/LIFO/tax-lot accounting. The ledger keeps transactions granular so a later\\ntax-lot module can be added without replacing the transaction foundation.\\n\\\"\\\"\\\"\\n\\nfrom dataclasses import dataclass\\nfrom decimal import Decimal, ROUND_HALF_UP\\n\\nMONEY = Decimal(\\\"0.01\\\")\\nQTY = Decimal(\\\"0.00000001\\\")\\n\\n\\ndef qmoney(value: Decimal) -> Decimal:\\n    return value.quantize(MONEY, rounding=ROUND_HALF_UP)\\n\\n\\ndef qqty(value: Decimal) -> Decimal:\\n    return value.quantize(QTY, rounding=ROUND_HALF_UP).normalize()\\n\\n\\n@dataclass\\nclass WeightedAverageLot:\\n    quantity: Decimal = Decimal(\\\"0\\\")\\n    cost_basis_original: Decimal = Decimal(\\\"0\\\")\\n    cost_basis_chf: Decimal = Decimal(\\\"0\\\")\\n    realized_pnl_chf: Decimal = Decimal(\\\"0\\\")\\n\\n    @property\\n    def average_cost_original(self) -> Decimal | None:\\n        if self.quantity == 0:\\n            return None\\n        return (self.cost_basis_original / self.quantity).quantize(Decimal(\\\"0.00000001\\\"), rounding=ROUND_HALF_UP).normalize()\\n\\n    @property\\n    def average_cost_chf(self) -> Decimal | None:\\n        if self.quantity == 0:\\n            return None\\n        return (self.cost_basis_chf / self.quantity).quantize(Decimal(\\\"0.00000001\\\"), rounding=ROUND_HALF_UP).normalize()\\n\\n    def buy(self, quantity: Decimal, cost_original: Decimal, cost_chf: Decimal) -> None:\\n        if quantity <= 0:\\n            raise ValueError(\\\"buy quantity must be > 0\\\")\\n        self.quantity += quantity\\n        self.cost_basis_original += cost_original\\n        self.cost_basis_chf += cost_chf\\n\\n    def sell(self, quantity: Decimal, proceeds_chf: Decimal) -> None:\\n        if quantity <= 0:\\n            raise ValueError(\\\"sell quantity must be > 0\\\")\\n        if self.quantity <= 0 or quantity > self.quantity:\\n            raise ValueError(\\\"sell quantity exceeds current position\\\")\\n        ratio = quantity / self.quantity\\n        removed_original = self.cost_basis_original * ratio\\n        removed_chf = self.cost_basis_chf * ratio\\n        self.quantity -= quantity\\n        self.cost_basis_original -= removed_original\\n        self.cost_basis_chf -= removed_chf\\n        self.realized_pnl_chf += proceeds_chf - removed_chf\\n        if self.quantity == 0:\\n            self.cost_basis_original = Decimal(\\\"0\\\")\\n            self.cost_basis_chf = Decimal(\\\"0\\\")\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/ledger/cost_basis.py\"}"
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            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom dataclasses import dataclass, field\\nfrom decimal import Decimal, ROUND_HALF_UP\\nfrom sqlite3 import Connection\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\nfrom jarvis_finance.quality.alerts import create_alert\\n\\nfrom .cost_basis import WeightedAverageLot\\n\\nMONEY = Decimal(\\\"0.01\\\")\\n\\n\\ndef _d(value: object, default: str = \\\"0\\\") -> Decimal:\\n    if value is None or str(value).strip() == \\\"\\\":\\n        return Decimal(default)\\n    return Decimal(str(value))\\n\\n\\ndef _money(value: Decimal | None) -> Decimal | None:\\n    if value is None:\\n        return None\\n    return value.quantize(MONEY, rounding=ROUND_HALF_UP)\\n\\n\\n@dataclass\\nclass Position:\\n    account_id: str\\n    instrument_id: str\\n    quantity: Decimal = Decimal(\\\"0\\\")\\n    cost_basis_original: Decimal = Decimal(\\\"0\\\")\\n    cost_basis_chf: Decimal = Decimal(\\\"0\\\")\\n    average_cost_original: Decimal | None = None\\n    average_cost_chf: Decimal | None = None\\n    realized_pnl_chf: Decimal = Decimal(\\\"0\\\")\\n    income_chf: Decimal = Decimal(\\\"0\\\")\\n    fees_chf: Decimal = Decimal(\\\"0\\\")\\n    taxes_chf: Decimal = Decimal(\\\"0\\\")\\n    market_price_original: Decimal | None = None\\n    market_value_original: Decimal | None = None\\n    market_value_chf: Decimal | None = None\\n    unrealized_pnl_chf: Decimal | None = None\\n    total_return_chf: Decimal | None = None\\n    data_quality_status: str = \\\"ok\\\"\\n    quality_warnings: list[str] = field(default_factory=list)\\n\\n\\n@dataclass\\nclass PositionCalculationResult:\\n    positions: dict[tuple[str, str], Position] = field(default_factory=dict)\\n    as_of_date: str | None = None\\n\\n\\ndef _latest_market_price(conn: Connection, instrument_id: str, as_of_date: str | None):\\n    if as_of_date:\\n        return conn.execute(\\n            \\\"\\\"\\\"\\n            SELECT close, currency FROM market_prices\\n            WHERE instrument_id=? AND price_date <= ? AND quality_status='ok'\\n            ORDER BY price_date DESC, created_at DESC LIMIT 1\\n            \\\"\\\"\\\",\\n            (instrument_id, as_of_date),\\n        ).fetchone()\\n    return conn.execute(\\n        \\\"\\\"\\\"\\n        SELECT close, currency FROM market_prices\\n        WHERE instrument_id=? AND quality_status='ok'\\n        ORDER BY price_date DESC, created_at DESC LIMIT 1\\n        \\\"\\\"\\\",\\n        (instrument_id,),\\n    ).fetchone()\\n\\n\\ndef _add_warning(conn: Connection, pos: Position, rule_id: str, message: str) -> None:\\n    if rule_id not in pos.quality_warnings:\\n        pos.quality_warnings.append(rule_id)\\n    pos.data_quality_status = \\\"incomplete\\\"\\n    create_alert(\\n        conn,\\n        priority=\\\"kritisch\\\" if rule_id == \\\"missing_fx\\\" else \\\"warnung\\\",\\n        category=\\\"ledger\\\",\\n        entity_type=\\\"instrument\\\",\\n        entity_id=pos.instrument_id,\\n        rule_id=rule_id,\\n        message=message,\\n        evidence={\\\"account_id\\\": pos.account_id, \\\"instrument_id\\\": pos.instrument_id},\\n    )\\n\\n\\ndef calculate_positions(conn: Connection, *, as_of_date: str | None = None) -> PositionCalculationResult:\\n    result = PositionCalculationResult(as_of_date=as_of_date)\\n    lots: dict[tuple[str, str], WeightedAverageLot] = {}\\n    params: tuple[object, ...] = ()\\n    where = \\\"WHERE instrument_id IS NOT NULL\\\"\\n    if as_of_date:\\n        where += \\\" AND trade_date <= ?\\\"\\n        params = (as_of_date,)\\n    rows = conn.execute(\\n        f\\\"\\\"\\\"\\n        SELECT * FROM transactions\\n        {where}\\n        ORDER BY account_id, instrument_id, trade_date, created_at, transaction_id\\n        \\\"\\\"\\\",\\n        params,\\n    ).fetchall()\\n    for row in rows:\\n        key = (row[\\\"account_id\\\"], row[\\\"instrument_id\\\"])\\n        pos = result.positions.setdefault(key, Position(row[\\\"account_id\\\"], row[\\\"instrument_id\\\"]))\\n        lot = lots.setdefault(key, WeightedAverageLot())\\n        t = row[\\\"transaction_type\\\"]\\n        qty = _d(row[\\\"quantity\\\"])\\n        gross = _d(row[\\\"gross_amount_original\\\"])\\n        fee = _d(row[\\\"fee_original\\\"])\\n        tax = _d(row[\\\"tax_original\\\"])\\n        fx = _d(row[\\\"fx_rate_to_chf\\\"], \\\"1\\\") if row[\\\"fx_rate_to_chf\\\"] is not None else None\\n        if fx is None or row[\\\"fx_status\\\"] == \\\"missing\\\":\\n            _add_warning(conn, pos, \\\"missing_fx\\\", \\\"Historic FX is missing; precise CHF total return cannot be calculated.\\\")\\n        if t in {\\\"initial_position_snapshot\\\", \\\"buy\\\"}:\\n            if qty > 0:\\n                cost_original = gross + fee\\n                cost_chf = (gross + fee) * fx if fx is not None else Decimal(\\\"0\\\")\\n                lot.buy(qty, cost_original, cost_chf)\\n                pos.fees_chf += fee * fx if fx is not None else Decimal(\\\"0\\\")\\n                pos.taxes_chf += tax * fx if fx is not None else Decimal(\\\"0\\\")\\n        elif t in {\\\"partial_sell\\\", \\\"full_sell\\\"}:\\n            if qty > 0:\\n                proceeds_chf = (gross - fee - tax) * fx if fx is not None else Decimal(\\\"0\\\")\\n                lot.sell(qty, proceeds_chf)\\n                pos.fees_chf += fee * fx if fx is not None else Decimal(\\\"0\\\")\\n                pos.taxes_chf += tax * fx if fx is not None else Decimal(\\\"0\\\")\\n        elif t in {\\\"dividend\\\", \\\"etf_distribution\\\"}:\\n            income_original = _d(row[\\\"net_amount_original\\\"]) if row[\\\"net_amount_original\\\"] is not None else gross - fee - tax\\n            if fx is not None:\\n                pos.income_chf += income_original * fx\\n                pos.fees_chf += fee * fx\\n                pos.taxes_chf += tax * fx\\n    for key, lot in lots.items():\\n        pos = result.positions[key]\\n        pos.quantity = lot.quantity.normalize()\\n        pos.cost_basis_original = _money(lot.cost_basis_original) or Decimal(\\\"0\\\")\\n        pos.cost_basis_chf = _money(lot.cost_basis_chf) or Decimal(\\\"0\\\")\\n        pos.average_cost_original = lot.average_cost_original\\n        pos.average_cost_chf = lot.average_cost_chf\\n        pos.realized_pnl_chf = _money(lot.realized_pnl_chf) or Decimal(\\\"0\\\")\\n        pos.income_chf = _money(pos.income_chf) or Decimal(\\\"0\\\")\\n        pos.fees_chf = _money(pos.fees_chf) or Decimal(\\\"0\\\")\\n        pos.taxes_chf = _money(pos.taxes_chf) or Decimal(\\\"0\\\")\\n        market = _latest_market_price(conn, pos.instrument_id, as_of_date)\\n        if market is None:\\n            _add_warning(conn, pos, \\\"missing_market_price\\\", \\\"Market price is missing; unrealized P&L cannot be calculated.\\\")\\n        else:\\n            pos.market_price_original = _d(market[\\\"close\\\"])\\n            pos.market_value_original = _money(pos.quantity * pos.market_price_original)\\n            # MVP: market FX is 1 for CHF prices; non-CHF market FX will be added when price/FX provider pipeline lands.\\n            if market[\\\"currency\\\"] == \\\"CHF\\\":\\n                pos.market_value_chf = pos.market_value_original\\n                pos.unrealized_pnl_chf = _money(pos.market_value_chf - pos.cost_basis_chf)\\n            else:\\n                _add_warning(conn, pos, \\\"missing_fx\\\", \\\"Market FX is missing; CHF valuation is incomplete.\\\")\\n        if pos.market_value_chf is not None and \\\"missing_fx\\\" not in pos.quality_warnings:\\n            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        else:\\n            pos.total_return_chf = None\\n    conn.commit()\\n    return result\\n\\n\\ndef save_position_snapshots(conn: Connection, result: PositionCalculationResult, *, note: str) -> list[str]:\\n    if not note.strip():\\n        raise ValueError(\\\"position snapshot requires a note\\\")\\n    now = utc_now()\\n    snapshot_date = result.as_of_date or now[:10]\\n    ids: list[str] = []\\n    for (account_id, instrument_id), pos in result.positions.items():\\n        row = conn.execute(\\\"SELECT platform_id FROM accounts WHERE account_id=?\\\", (account_id,)).fetchone()\\n        platform_id = row[\\\"platform_id\\\"] if row else None\\n        snapshot_id = stable_id(\\\"possnap\\\", snapshot_date, account_id, instrument_id)\\n        conn.execute(\\n            \\\"\\\"\\\"\\n            INSERT OR REPLACE INTO positions_snapshot(\\n                position_snapshot_id, snapshot_date, account_id, platform_id, instrument_id,\\n                quantity, average_cost_original, cost_basis_original, cost_basis_chf,\\n                market_price_original, market_value_original, market_value_chf,\\n                unrealized_price_pnl_chf, realized_pnl_chf, income_chf, fees_chf,\\n                taxes_chf, total_return_chf, data_quality_status, created_at\\n            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)\\n            \\\"\\\"\\\",\\n            (\\n                snapshot_id, snapshot_date, account_id, platform_id, instrument_id,\\n                str(pos.quantity), str(pos.average_cost_original) if pos.average_cost_original is not None else None,\\n                str(pos.cost_basis_original), str(pos.cost_basis_chf),\\n                str(pos.market_price_original) if pos.market_price_original is not None else None,\\n                str(pos.market_value_original) if pos.market_value_original is not None else None,\\n                str(pos.market_value_chf) if pos.market_value_chf is not None else None,\\n                str(pos.unrealized_pnl_chf) if pos.unrealized_pnl_chf is not None else None,\\n                str(pos.realized_pnl_chf), str(pos.income_chf), str(pos.fees_chf),\\n                str(pos.taxes_chf), str(pos.total_return_chf) if pos.total_return_chf is not None else None,\\n                pos.data_quality_status, now,\\n            ),\\n        )\\n        record_audit_event(\\n            conn,\\n            source=\\\"ledger_positions\\\",\\n            action=\\\"calculate_position_snapshot\\\",\\n            entity_type=\\\"position_snapshot\\\",\\n            entity_id=snapshot_id,\\n            new_values={\\\"account_id\\\": account_id, \\\"instrument_id\\\": instrument_id, \\\"snapshot_date\\\": snapshot_date},\\n            user_text_note=note,\\n            confirmed=True,\\n            created_by=\\\"system\\\",\\n        )\\n        ids.append(snapshot_id)\\n    conn.commit()\\n    return ids\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/ledger/positions.py\"}"
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            "arguments": "{\"command\":\"PYTHONPATH=src pytest tests/unit/test_ledger_cash_wac_positions.py -q\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "role": "tool",
      "content": "{\"output\": \"FF.FFFFF                                                                 [100%]\\n=================================== FAILURES ===================================\\n_ test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash _\\n\\n    def test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'c0', 'initial_cash_snapshot', instrument=None, gross=1000, net=1000)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:45: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a390130>, tid = 'c0'\\nttype = 'initial_cash_snapshot'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n______________ test_cash_negative_creates_warning_not_correction _______________\\n\\n    def test_cash_negative_creates_warning_not_correction() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'c0', 'initial_cash_snapshot', instrument=None, gross=100, net=100)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:62: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a3918a0>, tid = 'c0'\\nttype = 'initial_cash_snapshot'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n___ test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl ____\\n\\n    def test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'b1', 'buy', instrument='u1', date='2026-01-01', qty=10, gross=1000, fee=10, net=1010, currency='USD', fx='0.90')\\n\\ntests/unit/test_ledger_cash_wac_positions.py:89: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a391d50>, tid = 'b1', ttype = 'buy'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n___ test_full_sell_sets_quantity_zero_and_keeps_historical_position_visible ____\\n\\n    def test_full_sell_sets_quantity_zero_and_keeps_historical_position_visible() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'b1', 'buy', qty=3, gross=300, fee=0, net=300)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:106: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a392200>, tid = 'b1', ttype = 'buy'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n___________ test_dividend_changes_income_not_quantity_or_cost_basis ____________\\n\\n    def test_dividend_changes_income_not_quantity_or_cost_basis() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'b1', 'buy', qty=4, gross=400, fee=4, net=404)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:118: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a392890>, tid = 'b1', ttype = 'buy'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n__ test_missing_market_price_warns_and_missing_fx_blocks_precise_total_return __\\n\\n    def test_missing_market_price_warns_and_missing_fx_blocks_precise_total_return() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'b1', 'buy', qty=2, gross=200, fee=0, net=200, fx=None)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:131: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a392f20>, tid = 'b1', ttype = 'buy'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n___ test_market_price_enables_unrealized_pnl_total_return_and_snapshot_audit ___\\n\\n    def test_market_price_enables_unrealized_pnl_total_return_and_snapshot_audit() -> None:\\n        conn = setup_conn()\\n>       tx(conn, 'b1', 'buy', qty=2, gross=200, fee=0, net=200)\\n\\ntests/unit/test_ledger_cash_wac_positions.py:145: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x7e2a5a392980>, tid = 'b1', ttype = 'buy'\\n\\n    def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n>       conn.execute(\\n            \\\"\\\"\\\"INSERT INTO transactions(\\n                transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n                quantity, price_original, gross_amount_original, fee_original, tax_original,\\n                net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n                gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n                is_confirmed, quality_status, notes, created_at\\n            ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n            (\\n                tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n                str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n                currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n                str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n                str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n                str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n                1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n            ),\\n        )\\nE       sqlite3.IntegrityError: NOT NULL constraint failed: transactions.source_type\\n\\ntests/unit/test_ledger_cash_wac_positions.py:22: IntegrityError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_cash_negative_creates_warning_not_correction\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_full_sell_sets_quantity_zero_and_keeps_historical_position_visible\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_dividend_changes_income_not_quantity_or_cost_basis\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_missing_market_price_warns_and_missing_fx_blocks_precise_total_return\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_market_price_enables_unrealized_pnl_total_return_and_snapshot_audit\\n7 failed, 1 passed in 0.12s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
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      "content": "{\"content\": \"    18|    return conn\\n    19|\\n    20|\\n    21|def tx(conn, tid, ttype, *, instrument='i1', date='2026-01-01', qty=None, gross=None, fee=0, tax=0, net=None, currency='CHF', fx=1, note='synthetic'):\\n    22|    conn.execute(\\n    23|        \\\"\\\"\\\"INSERT INTO transactions(\\n    24|            transaction_id, transaction_type, account_id, instrument_id, trade_date,\\n    25|            quantity, price_original, gross_amount_original, fee_original, tax_original,\\n    26|            net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n    27|            gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n    28|            source_type, is_confirmed, quality_status, notes, created_at\\n    29|        ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\"\\n    30|        (\\n    31|            tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n    32|            str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n    33|            currency, str(fx) if fx is not None else None, 'ok' if fx is not None else 'missing',\\n    34|            str(Decimal(str(gross))*Decimal(str(fx))) if gross is not None and fx is not None else None,\\n    35|            str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n    36|            str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n    37|            str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n    38|            1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n    39|        ),\\n    40|    )\\n    41|\\n    42|\\n    43|def test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash() -> None:\\n    44|    conn = setup_conn()\\n    45|    tx(conn, 'c0', 'initial_cash_snapshot', instrument=None, gross=1000, net=1000)\\n    46|    tx(conn, 'b1', 'buy', qty=5, gross=500, fee=5, net=505)\\n    47|    tx(conn, 's1', 'partial_sell', qty=2, gross=260, fee=2, tax=1, net=257)\\n    48|    tx(conn, 'd1', 'dividend', qty=None, gross=20, tax=7, net=13)\\n    49|    tx(conn, 'f1', 'fee', instrument=None, gross=3, net=3)\\n    50|    tx(conn, 't1', 'tax', instrument=None, gross=4, net=4)\\n    51|\\n    52|    result = calculate_cash_balances(conn)\\n    53|\", \"total_lines\": 157, \"file_size\": 7795, \"truncated\": true, \"hint\": \"Use offset=53 to continue reading (showing 18-52 of 157 lines)\", \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n@@ -26,7 +26,7 @@\\n             net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n             gross_amount_chf, fee_chf, tax_chf, net_amount_chf,\\n             source_type, is_confirmed, quality_status, notes, created_at\\n-        ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\"\\n+        ) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\\\"\\\"\\\",\\n         (\\n             tid, ttype, 'a1', instrument, date, str(qty) if qty is not None else None, None,\\n             str(gross) if gross is not None else None, str(fee), str(tax), str(net) if net is not None else None,\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n@@ -35,7 +35,7 @@\\n             str(Decimal(str(fee))*Decimal(str(fx))) if fx is not None else None,\\n             str(Decimal(str(tax))*Decimal(str(fx))) if fx is not None else None,\\n             str(Decimal(str(net))*Decimal(str(fx))) if net is not None and fx is not None else None,\\n-            1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n+            'synthetic', 1, 'ok' if fx is not None else 'incomplete', note, 'now'\\n         ),\\n     )\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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    {
      "role": "tool",
      "content": "{\"output\": \"F..F....                                                                 [100%]\\n=================================== FAILURES ===================================\\n_ test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash _\\n\\n    def test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash() -> None:\\n        conn = setup_conn()\\n        tx(conn, 'c0', 'initial_cash_snapshot', instrument=None, gross=1000, net=1000)\\n        tx(conn, 'b1', 'buy', qty=5, gross=500, fee=5, net=505)\\n        tx(conn, 's1', 'partial_sell', qty=2, gross=260, fee=2, tax=1, net=257)\\n        tx(conn, 'd1', 'dividend', qty=None, gross=20, tax=7, net=13)\\n        tx(conn, 'f1', 'fee', instrument=None, gross=3, net=3)\\n        tx(conn, 't1', 'tax', instrument=None, gross=4, net=4)\\n    \\n        result = calculate_cash_balances(conn)\\n    \\n        key = ('a1', 'CHF')\\n>       assert result.balances[key].amount_original == Decimal('753')\\nE       AssertionError: assert Decimal('758') == Decimal('753')\\nE        +  where Decimal('758') = CashBalance(account_id='a1', currency='CHF', amount_original=Decimal('758'), amount_chf=Decimal('758'), quality_status='ok').amount_original\\nE        +  and   Decimal('753') = Decimal('753')\\n\\ntests/unit/test_ledger_cash_wac_positions.py:55: AssertionError\\n___ test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl ____\\n\\n    def test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl() -> None:\\n        conn = setup_conn()\\n        tx(conn, 'b1', 'buy', instrument='u1', date='2026-01-01', qty=10, gross=1000, fee=10, net=1010, currency='USD', fx='0.90')\\n        tx(conn, 'b2', 'buy', instrument='u1', date='2026-01-02', qty=10, gross=1200, fee=12, net=1212, currency='USD', fx='0.80')\\n        tx(conn, 's1', 'partial_sell', instrument='u1', date='2026-01-03', qty=5, gross=700, fee=7, net=693, currency='USD', fx='0.85')\\n    \\n        positions = calculate_positions(conn)\\n        pos = positions.positions[('a1', 'u1')]\\n    \\n        assert pos.quantity == Decimal('15')\\n        assert pos.cost_basis_original == Decimal('1666.5')\\n>       assert pos.cost_basis_chf == Decimal('1414.5')\\nE       AssertionError: assert Decimal('1408.95') == Decimal('1414.5')\\nE        +  where Decimal('1408.95') = Position(account_id='a1', instrument_id='u1', quantity=Decimal('15'), cost_basis_original=Decimal('1666.50'), cost_bas...lized_pnl_chf=None, total_return_chf=None, data_quality_status='incomplete', quality_warnings=['missing_market_price']).cost_basis_chf\\nE        +  and   Decimal('1414.5') = Decimal('1414.5')\\n\\ntests/unit/test_ledger_cash_wac_positions.py:98: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_initial_cash_snapshot_is_start_truth_and_buy_sell_dividend_fee_tax_move_cash\\nFAILED tests/unit/test_ledger_cash_wac_positions.py::test_weighted_average_cost_buy_fee_usd_fx_and_partial_sell_realized_pnl\\n2 failed, 6 passed in 0.08s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=3; terminal has failed 3 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
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      "content": "",
      "tool_calls": [
        {
          "id": "call_Tc0FR4pEkR042yHdxsS5rr9B",
          "call_id": "call_Tc0FR4pEkR042yHdxsS5rr9B",
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          "type": "function",
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            "arguments": "{\"mode\":\"patch\",\"patch\":\"*** Begin Patch\\n*** Update File: /home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n@@\\n-    assert result.balances[key].amount_original == Decimal('753')\\n-    assert result.balances[key].amount_chf == Decimal('753')\\n+    assert result.balances[key].amount_original == Decimal('758')\\n+    assert result.balances[key].amount_chf == Decimal('758')\\n@@\\n-    assert pos.cost_basis_chf == Decimal('1414.5')\\n+    assert pos.cost_basis_chf == Decimal('1408.95')\\n*** End Patch\"}"
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      "reasoning": "**Checking math calculations**\n\nI'm testing some math here: calculating 1000 - 505 + 257 + 13 - 3 - 4, and it seems I got 758, but that doesn't feel right. Then, I'm looking at costs: a buy cost of 909 plus 969.6 gives me 1878.6. For the selling ratio of .25, if I remove 469.65, I'm left with 1408.95. Finally, realized profit of 589.05 minus 469.65 results in 119.40. I’ll need to patch or correct some figures.",
      "reasoning_content": "**Checking math calculations**\n\nI'm testing some math here: calculating 1000 - 505 + 257 + 13 - 3 - 4, and it seems I got 758, but that doesn't feel right. Then, I'm looking at costs: a buy cost of 909 plus 969.6 gives me 1878.6. For the selling ratio of .25, if I remove 469.65, I'm left with 1408.95. Finally, realized profit of 589.05 minus 469.65 results in 119.40. I’ll need to patch or correct some figures.",
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              "type": "summary_text",
              "text": "**Checking math calculations**\n\nI'm testing some math here: calculating 1000 - 505 + 257 + 13 - 3 - 4, and it seems I got 758, but that doesn't feel right. Then, I'm looking at costs: a buy cost of 909 plus 969.6 gives me 1878.6. For the selling ratio of .25, if I remove 469.65, I'm left with 1408.95. Finally, realized profit of 589.05 minus 469.65 results in 119.40. I’ll need to patch or correct some figures."
            }
          ]
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\\n@@ -52,8 +52,8 @@\\n     result = calculate_cash_balances(conn)\\n \\n     key = ('a1', 'CHF')\\n-    assert result.balances[key].amount_original == Decimal('753')\\n-    assert result.balances[key].amount_chf == Decimal('753')\\n+    assert result.balances[key].amount_original == Decimal('758')\\n+    assert result.balances[key].amount_chf == Decimal('758')\\n     assert result.negative_cash_warnings == []\\n \\n \\n@@ -95,7 +95,7 @@\\n \\n     assert pos.quantity == Decimal('15')\\n     assert pos.cost_basis_original == Decimal('1666.5')\\n-    assert pos.cost_basis_chf == Decimal('1414.5')\\n+    assert pos.cost_basis_chf == Decimal('1408.95')\\n     assert pos.average_cost_original == Decimal('111.1')\\n     assert pos.realized_pnl_chf == Decimal('119.40')\\n     assert pos.fees_chf == Decimal('24.55')\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\"], \"lint\": {\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_ledger_cash_wac_positions.py\": {\"status\": \"ok\", \"output\": \"\"}}}",
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      "content": "{\"output\": \"........                                                                 [100%]\\n8 passed in 0.07s\\n...........................................                              [100%]\\n43 passed in 0.17s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_08fkXuNllb3TPkMx8x9E1CFj"
    },
    {
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      "content": "",
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          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"# Weighted Average Cost MVP Method\\n\\nThis project uses Weighted Average Cost (WAC) as the MVP internal portfolio performance method.\\n\\n## Scope\\n\\n- Buys increase quantity and cost basis.\\n- Buy fees increase cost basis.\\n- Partial sells reduce quantity and cost basis proportionally.\\n- Realized P&L is calculated against average cost at the time of sale.\\n- Full sells set quantity and remaining cost basis to zero.\\n- Dividends and ETF distributions increase income, but do not change quantity or cost basis.\\n\\n## Non-goals\\n\\nWAC in this system is not a complete tax method and is not tax advice.\\n\\nThe MVP intentionally does not implement:\\n\\n- FIFO\\n- LIFO\\n- Swiss tax-lot reconstruction\\n- broker-specific tax reporting\\n\\nThe transaction ledger stays granular so tax-lot logic can be added later without replacing the accounting foundation.\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/docs/ledger/weighted-average-cost.md\"}"
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      "finish_reason": "tool_calls",
      "reasoning": "**Updating tasks and documentation**\n\nI need to update my to-do list and consider adding documentation for WAC (weighted average cost). I’m wondering if I also need to include any untracked reports, even though we just changed the cost_basis. The user asked for clear documentation, so maybe I should create a file called docs/weighted-average-cost.md. I need to ensure it doesn’t include a table. Alright, I’ll make sure to document everything clearly!",
      "reasoning_content": "**Updating tasks and documentation**\n\nI need to update my to-do list and consider adding documentation for WAC (weighted average cost). I’m wondering if I also need to include any untracked reports, even though we just changed the cost_basis. The user asked for clear documentation, so maybe I should create a file called docs/weighted-average-cost.md. I need to ensure it doesn’t include a table. Alright, I’ll make sure to document everything clearly!",
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              "text": "**Updating tasks and documentation**\n\nI need to update my to-do list and consider adding documentation for WAC (weighted average cost). I’m wondering if I also need to include any untracked reports, even though we just changed the cost_basis. The user asked for clear documentation, so maybe I should create a file called docs/weighted-average-cost.md. I need to ensure it doesn’t include a table. Alright, I’ll make sure to document everything clearly!"
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      "content": "{\"todos\": [{\"id\": \"prep\", \"content\": \"Repo clean/up-to-date prüfen\", \"status\": \"completed\"}, {\"id\": \"tests\", \"content\": \"Tests für Cash, WAC und Positionsledger schreiben/rot prüfen\", \"status\": \"completed\"}, {\"id\": \"cash\", \"content\": \"Task 14 Cash-Berechnung implementieren\", \"status\": \"completed\"}, {\"id\": \"wac\", \"content\": \"Task 15 Weighted Average Cost implementieren und dokumentieren\", \"status\": \"completed\"}, {\"id\": \"positions\", \"content\": \"Task 16 Ledger-Positionsberechnung implementieren\", \"status\": \"completed\"}, {\"id\": \"verify\", \"content\": \"Compile, pytest, Git-Safety, Commit, Push, Rapport\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 6, \"pending\": 0, \"in_progress\": 1, \"completed\": 5, \"cancelled\": 0}}",
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            "name": "terminal",
            "arguments": "{\"command\":\"set -e\\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m compileall src tests >/tmp/finance_compile_t14_t16.log\\nPYTHONPATH=src pytest tests -q\\nfind . -type d -name __pycache__ -prune -exec rm -rf {} +\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\ngit status --short\\ngit diff --stat\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "finish_reason": "tool_calls"
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    {
      "role": "tool",
      "content": "{\"output\": \"...........................................                              [100%]\\n43 passed in 0.17s\\nGIT_SAFETY_OK\\n M src/jarvis_finance/ledger/cash.py\\n M src/jarvis_finance/ledger/cost_basis.py\\n M src/jarvis_finance/ledger/positions.py\\n?? docs/ledger/\\n?? tests/unit/test_ledger_cash_wac_positions.py\\n src/jarvis_finance/ledger/cash.py       | 155 +++++++++++++++++++++++\\n src/jarvis_finance/ledger/cost_basis.py |  69 ++++++++++\\n src/jarvis_finance/ledger/positions.py  | 214 ++++++++++++++++++++++++++++++++\\n 3 files changed, 438 insertions(+)\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_HbFhpGmrj6S48furFDR2XkMl"
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -e\\ngit add -A\\ngit diff --cached --stat\\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\\nif git grep --cached -I -E 'github_pat_|ghp_|gho_|ghu_|ghs_|GITHUB_TOKEN|BEGIN (RSA|OPENSSH|EC) PRIVATE KEY|AKIA[0-9A-Z]{16}' >/dev/null; then echo 'STAGED_SECRET_SCAN=FAILED'; exit 1; else echo 'STAGED_SECRET_SCAN=OK'; fi\\ngit commit -m \\\"feat: add cash and position ledger calculations\\\"\\ngit rev-parse --short HEAD\\ngit status --short\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Planning git actions**\n\nI need to commit and push changes, but first, I think I should run a `git diff stat`. However, it doesn't seem to include untracked files, which is something I need to consider. I'm thinking I might need to perform a secret staged scan to ensure everything is accounted for. Oh, and I need to remember that the push will require a token. Maybe I can use the previous script for that!",
      "reasoning_content": "**Planning git actions**\n\nI need to commit and push changes, but first, I think I should run a `git diff stat`. However, it doesn't seem to include untracked files, which is something I need to consider. I'm thinking I might need to perform a secret staged scan to ensure everything is accounted for. Oh, and I need to remember that the push will require a token. Maybe I can use the previous script for that!",
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    {
      "role": "tool",
      "content": "{\"output\": \"docs/ledger/weighted-average-cost.md         |  25 ++++\\n src/jarvis_finance/ledger/cash.py            | 155 +++++++++++++++++++\\n src/jarvis_finance/ledger/cost_basis.py      |  69 +++++++++\\n src/jarvis_finance/ledger/positions.py       | 214 +++++++++++++++++++++++++++\\n tests/unit/test_ledger_cash_wac_positions.py | 157 ++++++++++++++++++++\\n 5 files changed, 620 insertions(+)\\nGIT_SAFETY_OK\\nSTAGED_SECRET_SCAN=***\\n[main 348714e] feat: add cash and position ledger calculations\\n 5 files changed, 620 insertions(+)\\n create mode 100644 docs/ledger/weighted-average-cost.md\\n create mode 100644 tests/unit/test_ledger_cash_wac_positions.py\\n348714e\", \"exit_code\": 0, \"error\": null}",
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      "role": "assistant",
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          "id": "call_GyjmbOLSb3LJwrraxZVXn8XY",
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          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nTMPDIR=$(mktemp -d)\\ntrap 'rm -rf \\\"$TMPDIR\\\"; unset GOG_KEYRING_PASSWORD GIT_ASKPASS GIT_TERMINAL_PROMPT' EXIT\\nexport GOG_KEYRING_PASSWORD='LammBitch30'\\nFILE_ID='1mWYh7w2-gZ8dR6t6-rIDYEnXDk3DBvRzJGSAu1cQKqA'\\ngog -a friday.uplink@gmail.com drive download \\\"$FILE_ID\\\" --format csv --out \\\"$TMPDIR/token.csv\\\" >/dev/null 2>&1\\npython - <<'PY' \\\"$TMPDIR/token.csv\\\" \\\"$TMPDIR/token.txt\\\"\\nimport csv, re, sys\\nsrc, dst = sys.argv[1], sys.argv[2]\\nvalues=[]\\nwith open(src, newline='', encoding='utf-8-sig') as f:\\n    for row in csv.reader(f):\\n        values += [cell.strip() for cell in row if cell.strip()]\\ntokens=[v for v in values if v != 'https://github.com/Gamexgit/FinanceManager' and re.search(r'^(github_pat_|ghp_|gho_|ghu_|ghs_|[A-Za-z0-9_\\\\-]{20,})', v)]\\nif not tokens: raise SystemExit('TOKEN_PARSE_FAILED')\\nopen(dst,'w',encoding='utf-8').write(tokens[-1])\\nprint('TOKEN_FILE_PARSED=OK')\\nPY\\nASKPASS=\\\"$TMPDIR/askpass.sh\\\"\\ncat > \\\"$ASKPASS\\\" <<SH\\n#!/bin/sh\\ncase \\\"\\\\$1\\\" in\\n  *Username*) printf %s x-access-token ;;\\n  *Password*) cat \\\"$TMPDIR/token.txt\\\" ;;\\nesac\\nSH\\nchmod 700 \\\"$ASKPASS\\\"\\nexport GIT_ASKPASS=\\\"$ASKPASS\\\" GIT_TERMINAL_PROMPT=0\\nREMOTE_BEFORE=$(git ls-remote origin refs/heads/main | awk '{print substr($1,1,7)}')\\ngit push origin main >/dev/null\\nREMOTE_AFTER=$(git ls-remote origin refs/heads/main | awk '{print substr($1,1,7)}')\\nprintf 'REMOTE_BEFORE=%s\\\\nREMOTE_AFTER=%s\\\\n' \\\"$REMOTE_BEFORE\\\" \\\"$REMOTE_AFTER\\\"\",\"timeout\":180,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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    {
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      "content": "Erledigt, Sir. Task-Block 14–16 ist implementiert, getestet, committed und auf `main` gepusht.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `348714e`\n- Commit Message: `feat: add cash and position ledger calculations`\n- Remote vorher: `3eb8a25`\n- Remote nachher: `348714e`\n- Push: erfolgreich\n- Git Status nach Push: `clean`\n- Git-Safety nach Push: `GIT_SAFETY_OK`\n- Getrackte Dateien: `136`\n\n## Implementierte Funktionen\n\n### Task 14 — Cash-Berechnung\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/cash.py`\n\nFunktionen:\n\n- `calculate_cash_balances(conn, as_of_date=None)`\n- `apply_manual_cash_correction(...)`\n\nUmgesetzt:\n\n- `initial_cash_snapshot` als Startwahrheit\n- Cash-Berechnung aus Ledger-Transaktionen nach Systemstart\n- Cash getrennt nach:\n  - Account\n  - Währung\n- Unterstützte Cash-Bewegungen:\n  - `initial_cash_snapshot`\n  - `cash_deposit`\n  - `cash_withdrawal`\n  - `buy`\n  - `partial_sell`\n  - `full_sell`\n  - `dividend`\n  - `etf_distribution`\n  - `fee`\n  - `tax`\n  - `fx_conversion` MVP-fähig vorbereitet\n  - `manual_cash_correction`\n- CHF-Bewertung über vorhandene FX-Rate\n- fehlende FX-Werte markieren Balance als `incomplete`\n- negativer Cash erzeugt Warnung/Alert, wird aber nicht korrigiert\n- manuelle Cash-Korrektur:\n  - nur mit Notiz\n  - schreibt Audit-Log\n  - erzeugt Ledger-Transaktion\n\nWichtig eingehalten:\n\n- `cash_balances` bleibt Snapshot/Cache/Kontrollansicht.\n- Primäre Wahrheit ist der Transaction Ledger.\n\n---\n\n### Task 15 — Weighted Average Cost\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/cost_basis.py`\n\nDokumentiert in:\n\n- `docs/ledger/weighted-average-cost.md`\n\nFunktionen:\n\n- `WeightedAverageLot`\n- Buy/Sell-Logik für Weighted Average Cost\n- Kostenbasis original und CHF\n- realisierter P&L bei Verkäufen\n\nUmgesetzt:\n\n- Käufe erhöhen Menge und Cost Basis.\n- Kaufgebühren erhöhen Cost Basis.\n- Teilverkauf reduziert Menge und Cost Basis anteilig.\n- Realisierter Gewinn/Verlust wird gegen Durchschnittskosten berechnet.\n- Komplettverkauf setzt Menge und Cost Basis auf 0.\n- Dividenden verändern Menge und Cost Basis nicht.\n- Rundung über definierte Decimal-Quantisierung.\n\nDokumentierte Einschränkung:\n\n- Weighted Average Cost ist interne Performance-Methode.\n- Nicht steuerlich vollständig.\n- Keine FIFO/LIFO/Tax-Lot-Logik in MVP 1.\n- Tax-Lot-Logik bleibt später möglich.\n\n---\n\n### Task 16 — Ledger-Positionsberechnung\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/positions.py`\n\nFunktionen:\n\n- `calculate_positions(conn, as_of_date=None)`\n- `save_position_snapshots(conn, result, note=...)`\n\nUmgesetzt:\n\n- Positionen aus `initial_position_snapshot` + Transaktionen\n- aktuelle Menge pro Account/Instrument\n- Cost Basis original und CHF\n- Durchschnittskosten original und CHF\n- realisierter P&L\n- unrealisierter P&L bei vorhandenem Marktpreis\n- Income aus Dividenden/Ausschüttungen\n- Gebühren und Steuern\n- Total Return CHF, sofern Datenqualität ausreichend\n- Datenqualitätsstatus bei fehlendem Preis oder FX\n- Positionen mit Menge 0 bleiben historisch sichtbar\n- Snapshot-Speicherung erzeugt Audit-Log\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `docs/ledger/weighted-average-cost.md`\n- `tests/unit/test_ledger_cash_wac_positions.py`\n\nGeändert:\n\n- `src/jarvis_finance/ledger/cash.py`\n- `src/jarvis_finance/ledger/cost_basis.py`\n- `src/jarvis_finance/ledger/positions.py`\n\n## Neue Tests\n\nNeue Testdatei:\n\n- `tests/unit/test_ledger_cash_wac_positions.py`\n\nAbgedeckt:\n\n- `initial_cash_snapshot` als Startwahrheit\n- Buy reduziert Cash\n- Sell erhöht Cash\n- Dividende erhöht Cash und Income\n- Fee reduziert Cash bzw. erhöht Cost Basis beim Kauf\n- Kauf CHF berechnet Position korrekt\n- Kauf USD nutzt historischen FX für Cost Basis CHF\n- Teilverkauf berechnet realisierten P&L mit Weighted Average Cost\n- Komplettverkauf setzt Menge auf 0\n- Dividende verändert Menge nicht\n- fehlender Marktpreis erzeugt Datenqualitätswarnung\n- fehlender FX verhindert präzisen Total Return\n- bestätigte Snapshot-Berechnung erzeugt Audit-Log\n- manuelle Cash-Korrektur benötigt Notiz und Audit-Log\n- negativer Cash erzeugt Warnung, aber keine stille Korrektur\n\n## Testergebnis\n\nAusgeführt:\n\n```bash\nPYTHONPATH=src python -m compileall src tests\nPYTHONPATH=src pytest tests -q\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\ngit status\n```\n\nErgebnis:\n\n- Compile: OK\n- Pytest: `43 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: `clean`\n\n## Safety\n\nEingehalten:\n\n- keine echten Finanzdaten\n- keine echten Portfolioauszüge\n- Datei `260514_ Zusammenstellung aller Coins` nicht verwendet\n- keine Tokens/Secrets ins Repo\n- keine Runtime-Daten ins Repo\n- nur synthetische Testdaten\n\n## Offene Risiken / Designentscheidungen\n\n- Cash/Positionsberechnung ist aktuell MVP-in-memory aus dem Ledger; Persistenz erfolgt nur für Position Snapshots. Das ist korrekt für MVP, später können Materialized Views/Caches ergänzt werden.\n- FX für Marktpreise ist nur für CHF-Preise vollständig. Nicht-CHF-Marktpreise werden aktuell als Datenqualitätsproblem markiert, bis der Market-FX-Provider-Block implementiert ist.\n- Total Return CHF wird nur berechnet, wenn keine kritische FX-Lücke besteht.\n- Alerts können bei wiederholter Berechnung mehrfach entstehen. Später sinnvoll: Alert-Deduplizierung pro Rule/Entity/Datum.\n- WAC ist bewusst Performance-Logik, nicht Steuerlogik. FIFO/LIFO/Tax Lots bleiben späteres Modul.\n\nDer Kern ist jetzt gelegt: Cash, Kostenbasis und Positionen werden deterministisch aus dem Ledger berechnet. Das Dashboard hat damit endlich etwas Solides unter den Füssen, statt nur hübsche Finanz-Tapete.",
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              "text": "Erledigt, Sir. Task-Block 14–16 ist implementiert, getestet, committed und auf `main` gepusht.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `348714e`\n- Commit Message: `feat: add cash and position ledger calculations`\n- Remote vorher: `3eb8a25`\n- Remote nachher: `348714e`\n- Push: erfolgreich\n- Git Status nach Push: `clean`\n- Git-Safety nach Push: `GIT_SAFETY_OK`\n- Getrackte Dateien: `136`\n\n## Implementierte Funktionen\n\n### Task 14 — Cash-Berechnung\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/cash.py`\n\nFunktionen:\n\n- `calculate_cash_balances(conn, as_of_date=None)`\n- `apply_manual_cash_correction(...)`\n\nUmgesetzt:\n\n- `initial_cash_snapshot` als Startwahrheit\n- Cash-Berechnung aus Ledger-Transaktionen nach Systemstart\n- Cash getrennt nach:\n  - Account\n  - Währung\n- Unterstützte Cash-Bewegungen:\n  - `initial_cash_snapshot`\n  - `cash_deposit`\n  - `cash_withdrawal`\n  - `buy`\n  - `partial_sell`\n  - `full_sell`\n  - `dividend`\n  - `etf_distribution`\n  - `fee`\n  - `tax`\n  - `fx_conversion` MVP-fähig vorbereitet\n  - `manual_cash_correction`\n- CHF-Bewertung über vorhandene FX-Rate\n- fehlende FX-Werte markieren Balance als `incomplete`\n- negativer Cash erzeugt Warnung/Alert, wird aber nicht korrigiert\n- manuelle Cash-Korrektur:\n  - nur mit Notiz\n  - schreibt Audit-Log\n  - erzeugt Ledger-Transaktion\n\nWichtig eingehalten:\n\n- `cash_balances` bleibt Snapshot/Cache/Kontrollansicht.\n- Primäre Wahrheit ist der Transaction Ledger.\n\n---\n\n### Task 15 — Weighted Average Cost\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/cost_basis.py`\n\nDokumentiert in:\n\n- `docs/ledger/weighted-average-cost.md`\n\nFunktionen:\n\n- `WeightedAverageLot`\n- Buy/Sell-Logik für Weighted Average Cost\n- Kostenbasis original und CHF\n- realisierter P&L bei Verkäufen\n\nUmgesetzt:\n\n- Käufe erhöhen Menge und Cost Basis.\n- Kaufgebühren erhöhen Cost Basis.\n- Teilverkauf reduziert Menge und Cost Basis anteilig.\n- Realisierter Gewinn/Verlust wird gegen Durchschnittskosten berechnet.\n- Komplettverkauf setzt Menge und Cost Basis auf 0.\n- Dividenden verändern Menge und Cost Basis nicht.\n- Rundung über definierte Decimal-Quantisierung.\n\nDokumentierte Einschränkung:\n\n- Weighted Average Cost ist interne Performance-Methode.\n- Nicht steuerlich vollständig.\n- Keine FIFO/LIFO/Tax-Lot-Logik in MVP 1.\n- Tax-Lot-Logik bleibt später möglich.\n\n---\n\n### Task 16 — Ledger-Positionsberechnung\n\nImplementiert in:\n\n- `src/jarvis_finance/ledger/positions.py`\n\nFunktionen:\n\n- `calculate_positions(conn, as_of_date=None)`\n- `save_position_snapshots(conn, result, note=...)`\n\nUmgesetzt:\n\n- Positionen aus `initial_position_snapshot` + Transaktionen\n- aktuelle Menge pro Account/Instrument\n- Cost Basis original und CHF\n- Durchschnittskosten original und CHF\n- realisierter P&L\n- unrealisierter P&L bei vorhandenem Marktpreis\n- Income aus Dividenden/Ausschüttungen\n- Gebühren und Steuern\n- Total Return CHF, sofern Datenqualität ausreichend\n- Datenqualitätsstatus bei fehlendem Preis oder FX\n- Positionen mit Menge 0 bleiben historisch sichtbar\n- Snapshot-Speicherung erzeugt Audit-Log\n\n## Neue/geänderte Dateien\n\nNeu:\n\n- `docs/ledger/weighted-average-cost.md`\n- `tests/unit/test_ledger_cash_wac_positions.py`\n\nGeändert:\n\n- `src/jarvis_finance/ledger/cash.py`\n- `src/jarvis_finance/ledger/cost_basis.py`\n- `src/jarvis_finance/ledger/positions.py`\n\n## Neue Tests\n\nNeue Testdatei:\n\n- `tests/unit/test_ledger_cash_wac_positions.py`\n\nAbgedeckt:\n\n- `initial_cash_snapshot` als Startwahrheit\n- Buy reduziert Cash\n- Sell erhöht Cash\n- Dividende erhöht Cash und Income\n- Fee reduziert Cash bzw. erhöht Cost Basis beim Kauf\n- Kauf CHF berechnet Position korrekt\n- Kauf USD nutzt historischen FX für Cost Basis CHF\n- Teilverkauf berechnet realisierten P&L mit Weighted Average Cost\n- Komplettverkauf setzt Menge auf 0\n- Dividende verändert Menge nicht\n- fehlender Marktpreis erzeugt Datenqualitätswarnung\n- fehlender FX verhindert präzisen Total Return\n- bestätigte Snapshot-Berechnung erzeugt Audit-Log\n- manuelle Cash-Korrektur benötigt Notiz und Audit-Log\n- negativer Cash erzeugt Warnung, aber keine stille Korrektur\n\n## Testergebnis\n\nAusgeführt:\n\n```bash\nPYTHONPATH=src python -m compileall src tests\nPYTHONPATH=src pytest tests -q\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\ngit status\n```\n\nErgebnis:\n\n- Compile: OK\n- Pytest: `43 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: `clean`\n\n## Safety\n\nEingehalten:\n\n- keine echten Finanzdaten\n- keine echten Portfolioauszüge\n- Datei `260514_ Zusammenstellung aller Coins` nicht verwendet\n- keine Tokens/Secrets ins Repo\n- keine Runtime-Daten ins Repo\n- nur synthetische Testdaten\n\n## Offene Risiken / Designentscheidungen\n\n- Cash/Positionsberechnung ist aktuell MVP-in-memory aus dem Ledger; Persistenz erfolgt nur für Position Snapshots. Das ist korrekt für MVP, später können Materialized Views/Caches ergänzt werden.\n- FX für Marktpreise ist nur für CHF-Preise vollständig. Nicht-CHF-Marktpreise werden aktuell als Datenqualitätsproblem markiert, bis der Market-FX-Provider-Block implementiert ist.\n- Total Return CHF wird nur berechnet, wenn keine kritische FX-Lücke besteht.\n- Alerts können bei wiederholter Berechnung mehrfach entstehen. Später sinnvoll: Alert-Deduplizierung pro Rule/Entity/Datum.\n- WAC ist bewusst Performance-Logik, nicht Steuerlogik. FIFO/LIFO/Tax Lots bleiben späteres Modul.\n\nDer Kern ist jetzt gelegt: Cash, Kostenbasis und Positionen werden deterministisch aus dem Ledger berechnet. Das Dashboard hat damit endlich etwas Solides unter den Füssen, statt nur hübsche Finanz-Tapete."
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      "content": "[M G] Sehr gut. Task-Block 14–16 ist akzeptiert.\n\nDie Umsetzung ist sauber:\n\n* Cash-Berechnung aus Ledger korrekt priorisiert\n* Initial Cash Snapshot als Startwahrheit umgesetzt\n* Weighted Average Cost als MVP-Performance-Methode dokumentiert\n* Positionen deterministisch berechnet\n* Tests grün\n* Git-Safety sauber\n* keine echten Finanzdaten verwendet\n\nDie offenen Punkte sind akzeptiert. Bitte merke dir aber für später:\n\n* Alert-Deduplizierung pro Rule/Entity/Datum wird vor produktiver Dashboard-Nutzung wichtig.\n* Market-FX für Nicht-CHF-Marktpreise kommt später mit Market-/FX-Provider-Block.\n* Weighted Average Cost bleibt MVP-Performance-Logik, nicht Steuerlogik.\n\nBitte fahre nun mit dem nächsten MVP-Block fort:\n\n1. Task 17: Crypto Wallets und Assets\n2. Task 18: Crypto Holdings aus Initial Snapshot\n3. Task 19: Crypto Transfers\n4. Task 20: Crypto Buy/Sell mit Ledger-Kopplung\n5. Task 21: Crypto Fees\n\nWeiterhin strikt:\n\n* keine echten Finanzdaten\n* keine echte Coin-/Wallet-Datei verwenden\n* Datei \"260514_ Zusammenstellung aller Coins\" weiterhin nicht importieren\n* keine Tokens/Secrets/Runtime-Daten ins Repo\n* nur synthetische Fixtures\n* test-first oder test-parallel\n* vor Commit: Compile, pytest, Git-Safety\n* danach Commit und Push auf main\n\nFür Task 17: Crypto Wallets und Assets\nBitte implementiere:\n\n* Wallets anlegen, lesen, aktualisieren, deaktivieren\n* Wallet-Name eindeutig\n* Wallet-Adresse optional und nicht erforderlich\n* Wallet-Typ validieren: Hardware Wallet, Software Wallet, Exchange, Bank/Broker, DeFi, Sonstiges\n* Crypto Assets anlegen/lesen\n* CoinGecko-ID stark empfohlen, aber nicht hart Pflicht\n* Symbol allein ist nicht eindeutig; bei Konflikt Warnung oder manuelle Auswahl\n* keine echten Wallet-Adressen in Tests oder Fixtures\n\nFür Task 18: Crypto Holdings aus Initial Snapshot\nBitte implementiere:\n\n* initiale Crypto-Holdings aus bestätigten Initial Snapshots\n* Holdings pro Coin und Wallet\n* Gesamtbestand pro Coin über alle Wallets\n* Legacy-Werte aus Snapshots speichern, aber niemals als aktuelle Bewertung verwenden\n* verification_status: verified, stale, unverified, estimated\n* last_verified_at berücksichtigen\n* fehlende CoinGecko-ID als Datenqualitätswarnung\n* Holdings sollen aus Snapshots/Transaktionen berechnet oder kontrolliert werden, nicht still überschrieben\n\nFür Task 19: Crypto Transfers\nBitte implementiere:\n\n* Transfer von Wallet A zu Wallet B\n* gleicher Coin\n* Menge > 0\n* Quell- und Zielwallet Pflicht\n* Quell- und Zielwallet dürfen nicht gleich sein\n* Coin-Fee optional\n* TxHash optional\n* Bestand der Quellwallet reduzieren\n* Bestand der Zielwallet erhöhen\n* Fee korrekt reduzieren, wenn in Coin bezahlt\n* negativer Wallet-Bestand blockieren oder als bestätigte Korrektur mit kritischem Alert behandeln\n* Audit-Log für bestätigte Transfers\n\nFür Task 20: Crypto Buy/Sell mit Ledger-Kopplung\nBitte implementiere:\n\n* Crypto-Kauf mit Fiat-/CHF-Auswirkung erzeugt bzw. referenziert allgemeine Ledger-Transaktion\n* Crypto-Verkauf mit Fiat-/CHF-Auswirkung erzeugt bzw. referenziert allgemeine Ledger-Transaktion\n* Crypto-Kauf erhöht Zielwallet-Bestand\n* Crypto-Verkauf reduziert Quellwallet-Bestand\n* Fremdwährung braucht FX oder fx_status=missing/incomplete\n* Cash-Auswirkung muss mit allgemeinem Ledger konsistent bleiben\n* kein automatischer Import echter Exchange-Daten\n\nFür Task 21: Crypto Fees\nBitte implementiere:\n\n* Coin-Fee reduziert Coin-Bestand\n* Fiat-Fee wird als allgemeine Ledger-Gebühr abgebildet\n* Fee-Währung klar speichern\n* Fee darf nicht doppelt gezählt werden\n* Fee muss im Audit/History nachvollziehbar sein\n* Datenqualitätswarnung, wenn Fee unklar ist\n\nBitte ergänze Tests für mindestens:\n\n* Wallet anlegen\n* doppelter Wallet-Name wird verhindert\n* Crypto Asset mit CoinGecko-ID\n* Crypto Asset ohne CoinGecko-ID erzeugt Warnung\n* Initial Crypto Holding aus Snapshot\n* gleicher Coin auf mehreren Wallets\n* Gesamtbestand pro Coin aggregiert korrekt\n* Legacy Snapshot Value wird nicht als aktuelle Bewertung verwendet\n* Transfer zwischen Wallets\n* Transfer mit Coin-Fee\n* Transfer mit gleicher Quell-/Zielwallet wird\nabgelehnt\n* Transfer mit zu hohem Betrag wird blockiert oder kritisch markiert\n* Crypto Buy mit Fiat erzeugt Ledger-Link\n* Crypto Sell mit Fiat erzeugt Ledger-Link\n* Coin-Fee reduziert Bestand\n* Fiat-Fee erzeugt Ledger-Gebühr\n* bestätigte Crypto-Transaktion erzeugt Audit-Log\n* fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n\nBitte führe nach Abschluss aus:\n\n* PYTHONPATH=src python -m compileall src tests\n* PYTHONPATH=src pytest tests -q\n* PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\n* git status\n\nWenn alles sauber ist:\n\n* Commit mit sinnvoller Message\n* Push auf main\n\nBitte berichte danach:\n\n* implementierte Funktionen\n* neue/geänderte Dateien\n* neue Tests\n* Testergebnis\n* Git-Safety-Ergebnis\n* Commit-Hash\n* Push-Status\n* offene Risiken oder Designentscheidungen\n\nWichtig: Dieser Block ist besonders relevant für meine spätere echte Coin-/Wallet-Datei. Trotzdem noch keine echten Daten verwenden. Erst wenn der Crypto-Kern mit synthetischen Daten stabil ist, erstellen wir ein Mapping und einen Dry Run für die echte Datei."
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      "reasoning": "**Considering memory storage**\n\nI need to take action here. The user mentioned \"merke dir,\" which suggests saving memory for future reference. This could be important for a durable project. I’ll need to decide on what points to store. Also, I wonder if I need to have any specific skills loaded in advance. The finance tool seems relevant, but I should scan and load any new information before I respond. Let’s ensure I’m all set!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering memory storage**\n\nI need to take action here. The user mentioned \"merke dir,\" which suggests saving memory for future reference. This could be important for a durable project. I’ll need to decide on what points to store. Also, I wonder if I need to have any specific skills loaded in advance. The finance tool seems relevant, but I should scan and load any new information before I respond. Let’s ensure I’m all set!",
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              "text": "**Considering memory storage**\n\nI need to take action here. The user mentioned \"merke dir,\" which suggests saving memory for future reference. This could be important for a durable project. I’ll need to decide on what points to store. Also, I wonder if I need to have any specific skills loaded in advance. The finance tool seems relevant, but I should scan and load any new information before I respond. Let’s ensure I’m all set!"
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      "content": "{\"success\": true, \"name\": \"finance-system-architecture\", \"description\": \"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\", \"tags\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"], \"related_skills\": [], \"content\": \"---\\nname: finance-system-architecture\\ndescription: \\\"Design/implement the user's JARVIS Finance System: CHF ledger, portfolio accounting, dashboard, imports, reports, secrecy.\\\"\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [finance, portfolio, accounting, dashboard, csv, fx, tax, privacy]\\n---\\n\\n# Finance System Architecture\\n\\n## When to use\\n\\nUse this skill whenever the user asks about the **Finance System – Architektur & Scripts** topic or work involving the user's personal finance-management system: portfolio imports, transaction accounting, Bank/Broker/CSV processing, dashboards, reports, tax/income views, FX logic, market data jobs, alerts, or later implementation.\\n\\nDo **not** use it for pure investment-strategy discussion; those belong in the separate finance strategy topic unless the user explicitly asks for technical implementation.\\n\\n## Core principles\\n\\n1. **No automated trading.** The system may prepare orders and recommendations, but never executes orders or connects to broker trading APIs for execution.\\n2. **Accounting first, opinions later.** MVP must prioritize correct transaction ledger, cash ledger, FX handling, income/tax data, and dashboard before complex scores, news, analyst ratings, or LLM analysis.\\n3. **Rule-based first.** Calculations, scores, alerts, rebalancing and reports must be deterministic and auditable. LLMs may only summarize/explain text or assist extraction with human review.\\n4. **CHF as base currency.** Store every transaction in original currency and CHF using historical FX at transaction/payment date; current valuations use current FX.\\n5. **Financial data secrecy.** Never expose real financial values, portfolio files, raw exports, reports with real numbers, DBs, API keys, or credentials in chat, GitHub, logs, or shared docs unless the user explicitly approves scope.\\n6. **Data ownership.** All data must be exportable: CSV, JSON, Parquet, SQLite/Postgres dump, Markdown/HTML/PDF reports.\\n\\n## Current v0.3 decisions\\n\\nSee `references/spec-v0.2-decisions.md` for the baseline, `references/spec-v0.3-decisions.md` for the priority update, `references/spec-v0.4-implementation-blueprint.md` for the MVP 1 technical implementation blueprint, `references/spec-v0.4.1-corrections.md` for accepted corrections, `references/spec-v0.5-repo-blueprint.md` for the concrete repo/implementation plan, `references/mvp-safety-gate-implementation.md` for the implementation safety-gate sequence and verification commands, `references/mvp-import-pipeline-tasks-9-13.md` for the synthetic CSV import/FX/transaction pipeline pattern, and `references/mvp-ledger-cash-wac-positions.md` for cash/WAC/position ledger calculation rules and tests. 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- 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\\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- 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- 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## Git/GitHub safety\\n\\nCode/scripts/docs may be stored in a private Git repo, but never commit financial data. Use the `github-repo-management` skill and its `references/sensitive-code-backup.md` guidance.\\n\\nMinimum `.gitignore` for finance repos must block `data/`, `reports/`, `exports/`, `backups/`, DB files, spreadsheets, PDFs, DOCX, raw CSV/JSON, `.env`, tokens, credentials and client secrets. Only synthetic examples under `examples/` are acceptable.\\n\\n## MVP implementation safety gate\\n\\nBefore any real broker/bank/portfolio/crypto data is imported, build and verify the safety foundation described in `references/mvp-safety-gate-implementation.md`: repo skeleton, `.gitignore`, `.env.example`, runtime outside repo, settings validation, SQLite schema, synthetic fixtures, audit log, CSV dry-run, duplicate protection, and Git-safety scan. Run the safety scan before staging, committing, or pushing. If GitHub credentials are needed from Drive, use them only in a temporary location and never echo token values.\\n\\n## Common pitfalls\\n\\n- Building a fancy dashboard before ledger correctness is verified.\\n- Treating a holdings snapshot as a real transaction history.\\n- Mixing price P&L and FX P&L.\\n- Letting dashboard refreshes hammer APIs.\\n- Committing realistic sample data to Git because the repo is private. Private GitHub is not a financial data vault.\\n- Showing real portfolio values back to the user unnecessarily in summaries.\\n- Designing Git-safety scans that block source package names like `src/.../imports` or `src/.../reports`; block top-level runtime/data directories instead.\\n- Running compile/tests before Git-safety and forgetting generated `__pycache__`; remove or ignore generated caches before safety scans.\\n\", \"path\": \"finance/finance-system-architecture/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/finance/finance-system-architecture\", \"linked_files\": {\"references\": [\"references/mvp-import-pipeline-tasks-9-13.md\", \"references/spec-v0.3-decisions.md\", \"references/spec-v0.4-implementation-blueprint.md\", \"references/spec-v0.4.1-corrections.md\", \"references/mvp-safety-gate-implementation.md\", \"references/spec-v0.5-repo-blueprint.md\", \"references/spec-v0.2-decisions.md\", \"references/mvp-ledger-cash-wac-positions.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"finance\", \"portfolio\", \"accounting\", \"dashboard\", \"csv\", \"fx\", \"tax\", \"privacy\"]}}}",
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      "content": "{\"success\": true, \"name\": \"test-driven-development\", \"description\": \"TDD: enforce RED-GREEN-REFACTOR, tests before code.\", \"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"], \"content\": \"---\\nname: test-driven-development\\ndescription: \\\"TDD: enforce RED-GREEN-REFACTOR, tests before code.\\\"\\nversion: 1.1.0\\nauthor: Hermes Agent (adapted from obra/superpowers)\\nlicense: MIT\\nplatforms: [linux, macos, windows]\\nmetadata:\\n  hermes:\\n    tags: [testing, tdd, development, quality, red-green-refactor]\\n    related_skills: [systematic-debugging, writing-plans, subagent-driven-development]\\n---\\n\\n# Test-Driven Development (TDD)\\n\\n## Overview\\n\\nWrite the test first. Watch it fail. Write minimal code to pass.\\n\\n**Core principle:** If you didn't watch the test fail, you don't know if it tests the right thing.\\n\\n**Violating the letter of the rules is violating the spirit of the rules.**\\n\\n## When to Use\\n\\n**Always:**\\n- New features\\n- Bug fixes\\n- Refactoring\\n- Behavior changes\\n\\n**Exceptions (ask the user first):**\\n- Throwaway prototypes\\n- Generated code\\n- Configuration files\\n\\nThinking \\\"skip TDD just this once\\\"? Stop. That's rationalization.\\n\\n## The Iron Law\\n\\n```\\nNO PRODUCTION CODE WITHOUT A FAILING TEST FIRST\\n```\\n\\nWrite code before the test? Delete it. Start over.\\n\\n**No exceptions:**\\n- Don't keep it as \\\"reference\\\"\\n- Don't \\\"adapt\\\" it while writing tests\\n- Don't look at it\\n- Delete means delete\\n\\nImplement fresh from tests. Period.\\n\\n## Red-Green-Refactor Cycle\\n\\n### RED — Write Failing Test\\n\\nWrite one minimal test showing what should happen.\\n\\n**Good test:**\\n```python\\ndef test_retries_failed_operations_3_times():\\n    attempts = 0\\n    def operation():\\n        nonlocal attempts\\n        attempts += 1\\n        if attempts < 3:\\n            raise Exception('fail')\\n        return 'success'\\n\\n    result = retry_operation(operation)\\n\\n    assert result == 'success'\\n    assert attempts == 3\\n```\\nClear name, tests real behavior, one thing.\\n\\n**Bad test:**\\n```python\\ndef test_retry_works():\\n    mock = MagicMock()\\n    mock.side_effect = [Exception(), Exception(), 'success']\\n    result = retry_operation(mock)\\n    assert result == 'success'  # What about retry count? Timing?\\n```\\nVague name, tests mock not real code.\\n\\n**Requirements:**\\n- One behavior per test\\n- Clear descriptive name (\\\"and\\\" in name? Split it)\\n- Real code, not mocks (unless truly unavoidable)\\n- Name describes behavior, not implementation\\n\\n### Verify RED — Watch It Fail\\n\\n**MANDATORY. Never skip.**\\n\\n```bash\\n# Use terminal tool to run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n```\\n\\nConfirm:\\n- Test fails (not errors from typos)\\n- Failure message is expected\\n- Fails because the feature is missing\\n\\n**Test passes immediately?** You're testing existing behavior. Fix the test.\\n\\n**Test errors?** Fix the error, re-run until it fails correctly.\\n\\n### GREEN — Minimal Code\\n\\nWrite the simplest code to pass the test. Nothing more.\\n\\n**Good:**\\n```python\\ndef add(a, b):\\n    return a + b  # Nothing extra\\n```\\n\\n**Bad:**\\n```python\\ndef add(a, b):\\n    result = a + b\\n    logging.info(f\\\"Adding {a} + {b} = {result}\\\")  # Extra!\\n    return result\\n```\\n\\nDon't add features, refactor other code, or \\\"improve\\\" beyond the test.\\n\\n**Cheating is OK in GREEN:**\\n- Hardcode return values\\n- Copy-paste\\n- Duplicate code\\n- Skip edge cases\\n\\nWe'll fix it in REFACTOR.\\n\\n### Verify GREEN — Watch It Pass\\n\\n**MANDATORY.**\\n\\n```bash\\n# Run the specific test\\npytest tests/test_feature.py::test_specific_behavior -v\\n\\n# Then run ALL tests to check for regressions\\npytest tests/ -q\\n```\\n\\nConfirm:\\n- Test passes\\n- Other tests still pass\\n- Output pristine (no errors, warnings)\\n\\n**Test fails?** Fix the code, not the test.\\n\\n**Other tests fail?** Fix regressions now.\\n\\n### REFACTOR — Clean Up\\n\\nAfter green only:\\n- Remove duplication\\n- Improve names\\n- Extract helpers\\n- Simplify expressions\\n\\nKeep tests green throughout. Don't add behavior.\\n\\n**If tests fail during refactor:** Undo immediately. Take smaller steps.\\n\\n### Repeat\\n\\nNext failing test for next behavior. One cycle at a time.\\n\\n## Why Order Matters\\n\\n**\\\"I'll write tests after to verify it works\\\"**\\n\\nTests written after code pass immediately. Passing immediately proves nothing:\\n- Might test the wrong thing\\n- Might test implementation, not behavior\\n- Might miss edge cases you forgot\\n- You never saw it catch the bug\\n\\nTest-first forces you to see the test fail, proving it actually tests something.\\n\\n**\\\"I already manually tested all the edge cases\\\"**\\n\\nManual testing is ad-hoc. You think you tested everything but:\\n- No record of what you tested\\n- Can't re-run when code changes\\n- Easy to forget cases under pressure\\n- \\\"It worked when I tried it\\\" ≠ comprehensive\\n\\nAutomated tests are systematic. They run the same way every time.\\n\\n**\\\"Deleting X hours of work is wasteful\\\"**\\n\\nSunk cost fallacy. The time is already gone. Your choice now:\\n- Delete and rewrite with TDD (high confidence)\\n- Keep it and add tests after (low confidence, likely bugs)\\n\\nThe \\\"waste\\\" is keeping code you can't trust.\\n\\n**\\\"TDD is dogmatic, being pragmatic means adapting\\\"**\\n\\nTDD IS pragmatic:\\n- Finds bugs before commit (faster than debugging after)\\n- Prevents regressions (tests catch breaks immediately)\\n- Documents behavior (tests show how to use code)\\n- Enables refactoring (change freely, tests catch breaks)\\n\\n\\\"Pragmatic\\\" shortcuts = debugging in production = slower.\\n\\n**\\\"Tests after achieve the same goals — it's spirit not ritual\\\"**\\n\\nNo. Tests-after answer \\\"What does this do?\\\" Tests-first answer \\\"What should this do?\\\"\\n\\nTests-after are biased by your implementation. You test what you built, not what's required. Tests-first force edge case discovery before implementing.\\n\\n## Common Rationalizations\\n\\n| Excuse | Reality |\\n|--------|---------|\\n| \\\"Too simple to test\\\" | Simple code breaks. Test takes 30 seconds. |\\n| \\\"I'll test after\\\" | Tests passing immediately prove nothing. |\\n| \\\"Tests after achieve same goals\\\" | Tests-after = \\\"what does this do?\\\" Tests-first = \\\"what should this do?\\\" |\\n| \\\"Already manually tested\\\" | Ad-hoc ≠ systematic. No record, can't re-run. |\\n| \\\"Deleting X hours is wasteful\\\" | Sunk cost fallacy. Keeping unverified code is technical debt. |\\n| \\\"Keep as reference, write tests first\\\" | You'll adapt it. That's testing after. Delete means delete. |\\n| \\\"Need to explore first\\\" | Fine. Throw away exploration, start with TDD. |\\n| \\\"Test hard = design unclear\\\" | Listen to the test. Hard to test = hard to use. |\\n| \\\"TDD will slow me down\\\" | TDD faster than debugging. Pragmatic = test-first. |\\n| \\\"Manual test faster\\\" | Manual doesn't prove edge cases. You'll re-test every change. |\\n| \\\"Existing code has no tests\\\" | You're improving it. Add tests for the code you touch. |\\n\\n## Red Flags — STOP and Start Over\\n\\nIf you catch yourself doing any of these, delete the code and restart with TDD:\\n\\n- Code before test\\n- Test after implementation\\n- Test passes immediately on first run\\n- Can't explain why test failed\\n- Tests added \\\"later\\\"\\n- Rationalizing \\\"just this once\\\"\\n- \\\"I already manually tested it\\\"\\n- \\\"Tests after achieve the same purpose\\\"\\n- \\\"Keep as reference\\\" or \\\"adapt existing code\\\"\\n- \\\"Already spent X hours, deleting is wasteful\\\"\\n- \\\"TDD is dogmatic, I'm being pragmatic\\\"\\n- \\\"This is different because...\\\"\\n\\n**All of these mean: Delete code. Start over with TDD.**\\n\\n## Verification Checklist\\n\\nBefore marking work complete:\\n\\n- [ ] Every new function/method has a test\\n- [ ] Watched each test fail before implementing\\n- [ ] Each test failed for expected reason (feature missing, not typo)\\n- [ ] Wrote minimal code to pass each test\\n- [ ] All tests pass\\n- [ ] Output pristine (no errors, warnings)\\n- [ ] Tests use real code (mocks only if unavoidable)\\n- [ ] Edge cases and errors covered\\n\\nCan't check all boxes? You skipped TDD. Start over.\\n\\n## When Stuck\\n\\n| Problem | Solution |\\n|---------|----------|\\n| Don't know how to test | Write the wished-for API. Write the assertion first. Ask the user. |\\n| Test too complicated | Design too complicated. Simplify the interface. |\\n| Must mock everything | Code too coupled. Use dependency injection. |\\n| Test setup huge | Extract helpers. Still complex? Simplify the design. |\\n\\n## Hermes Agent Integration\\n\\n### Running Tests\\n\\nUse the `terminal` tool to run tests at each step:\\n\\n```python\\n# RED — verify failure\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# GREEN — verify pass\\nterminal(\\\"pytest tests/test_feature.py::test_name -v\\\")\\n\\n# Full suite — verify no regressions\\nterminal(\\\"pytest tests/ -q\\\")\\n```\\n\\n### With delegate_task\\n\\nWhen dispatching subagents for implementation, enforce TDD in the goal:\\n\\n```python\\ndelegate_task(\\n    goal=\\\"Implement [feature] using strict TDD\\\",\\n    context=\\\"\\\"\\\"\\n    Follow test-driven-development skill:\\n    1. Write failing test FIRST\\n    2. Run test to verify it fails\\n    3. Write minimal code to pass\\n    4. Run test to verify it passes\\n    5. Refactor if needed\\n    6. Commit\\n\\n    Project test command: pytest tests/ -q\\n    Project structure: [describe relevant files]\\n    \\\"\\\"\\\",\\n    toolsets=['terminal', 'file']\\n)\\n```\\n\\n### With systematic-debugging\\n\\nBug found? Write failing test reproducing it. Follow TDD cycle. The test proves the fix and prevents regression.\\n\\nNever fix bugs without a test.\\n\\n## Testing Anti-Patterns\\n\\n- **Testing mock behavior instead of real behavior** — mocks should verify interactions, not replace the system under test\\n- **Testing implementation details** — test behavior/results, not internal method calls\\n- **Happy path only** — always test edge cases, errors, and boundaries\\n- **Brittle tests** — tests should verify behavior, not structure; refactoring shouldn't break them\\n\\n## Final Rule\\n\\n```\\nProduction code → test exists and failed first\\nOtherwise → not TDD\\n```\\n\\nNo exceptions without the user's explicit permission.\\n\", \"path\": \"software-development/test-driven-development/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/software-development/test-driven-development\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"testing\", \"tdd\", \"development\", \"quality\", \"red-green-refactor\"], \"related_skills\": [\"systematic-debugging\", \"writing-plans\", \"subagent-driven-development\"]}}}",
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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. Merge when green (see Section 6)\\n```\\n\\n## Useful PR Commands Reference\\n\\n| Action | gh | git + curl |\\n|--------|-----|-----------|\\n| List my PRs | `gh pr list --author @me` | `curl -s -H \\\"Authorization: token $GITHUB_TOKEN\\\" \\\"https://api.github.com/repos/$OWNER/$REPO/pulls?state=open\\\"` |\\n| View PR diff | `gh pr diff` | `git diff main...HEAD` (local) or `curl -H \\\"Accept: application/vnd.github.diff\\\" ...` |\\n| Add comment | `gh pr comment N --body \\\"...\\\"` | `curl -X POST .../issues/N/comments -d '{\\\"body\\\":\\\"...\\\"}'` |\\n| Request review | `gh pr edit N --add-reviewer user` | `curl -X POST .../pulls/N/requested_reviewers -d '{\\\"reviewers\\\":[\\\"user\\\"]}'` |\\n| Close PR | `gh pr close N` | `curl -X PATCH .../pulls/N -d '{\\\"state\\\":\\\"closed\\\"}'` |\\n| Check out someone's PR | `gh pr checkout N` | `git fetch origin pull/N/head:pr-N && git checkout pr-N` |\\n\", \"path\": \"github/github-pr-workflow/SKILL.md\", \"skill_dir\": \"/home/agent/.hermes/skills/github/github-pr-workflow\", \"linked_files\": {\"references\": [\"references/conventional-commits.md\", \"references/ci-troubleshooting.md\"], \"templates\": [\"templates/pr-body-bugfix.md\", \"templates/pr-body-feature.md\"]}, \"usage_hint\": \"To view linked files, call skill_view(name, file_path) where file_path is e.g. 'references/api.md' or 'assets/config.yaml'\", \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"GitHub\", \"Pull-Requests\", \"CI/CD\", \"Git\", \"Automation\", \"Merge\"], \"related_skills\": [\"github-auth\", \"github-code-review\"]}}}",
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      "content": "{\"content\": \"     1|INITIAL_SCHEMA_SQL = \\\"\\\\nCREATE TABLE IF NOT EXISTS schema_migrations (\\\\n    version INTEGER PRIMARY KEY,\\\\n    name TEXT NOT NULL,\\\\n    applied_at TEXT NOT NULL,\\\\n    checksum TEXT NOT NULL\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS platforms (\\\\n    platform_id TEXT PRIMARY KEY,\\\\n    name TEXT NOT NULL UNIQUE,\\\\n    platform_type TEXT NOT NULL,\\\\n    country TEXT,\\\\n    default_currency TEXT NOT NULL DEFAULT 'CHF',\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS accounts (\\\\n    account_id TEXT PRIMARY KEY,\\\\n    platform_id TEXT NOT NULL REFERENCES platforms(platform_id),\\\\n    account_name TEXT NOT NULL,\\\\n    account_type TEXT NOT NULL,\\\\n    currency TEXT NOT NULL DEFAULT 'CHF',\\\\n    performance_included INTEGER NOT NULL DEFAULT 1,\\\\n    is_health_reserve INTEGER NOT NULL DEFAULT 0,\\\\n    target_cash_min_chf NUMERIC,\\\\n    target_cash_max_chf NUMERIC,\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT,\\\\n    UNIQUE(platform_id, account_name)\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS instruments (\\\\n    instrument_id TEXT PRIMARY KEY,\\\\n    asset_class TEXT NOT NULL,\\\\n    name TEXT NOT NULL,\\\\n    ticker TEXT,\\\\n    isin TEXT,\\\\n    exchange TEXT,\\\\n    currency TEXT NOT NULL,\\\\n    country TEXT,\\\\n    sector TEXT,\\\\n    industry TEXT,\\\\n    provider_symbol TEXT,\\\\n    data_provider_primary TEXT,\\\\n    data_provider_fallback TEXT,\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS transactions (\\\\n    transaction_id TEXT PRIMARY KEY,\\\\n    transaction_type TEXT NOT NULL,\\\\n    account_id TEXT NOT NULL REFERENCES accounts(account_id),\\\\n    instrument_id TEXT REFERENCES instruments(instrument_id),\\\\n    trade_date TEXT NOT NULL,\\\\n    settlement_date TEXT,\\\\n    quantity NUMERIC,\\\\n    price_original NUMERIC,\\\\n    gross_amount_original NUMERIC,\\\\n    fee_original N... [truncated]\\n     2|\\n     3|REQUIRED_TABLES = [\\n     4|    \\\"schema_migrations\\\", \\\"platforms\\\", \\\"accounts\\\", \\\"instruments\\\", \\\"transactions\\\",\\n     5|    \\\"positions_snapshot\\\", \\\"cash_balances\\\", \\\"fx_rates\\\", \\\"market_prices\\\",\\n     6|    \\\"crypto_wallets\\\", \\\"crypto_assets\\\", \\\"crypto_holdings\\\", \\\"crypto_transactions\\\",\\n     7|    \\\"crypto_prices\\\", \\\"watchlist\\\", \\\"reports\\\", \\\"alerts\\\", \\\"audit_log\\\",\\n     8|    \\\"import_sessions\\\", \\\"decision_journal\\\",\\n     9|]\\n    10|\", \"total_lines\": 9, \"file_size\": 12269, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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      "tool_call_id": "call_QqDeyPfDfg9mtnMZ734noSvI"
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      "role": "tool",
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      "content": "{\"output\": \"crypto_wallets\\nwallet_id TEXT notnull 0\\nwallet_name TEXT notnull 1\\nwallet_type TEXT notnull 1\\nplatform_provider TEXT notnull 0\\nnetwork_chain TEXT notnull 0\\nwallet_address TEXT notnull 0\\nowner TEXT notnull 0\\nis_active INTEGER notnull 1\\nlast_verified_at TEXT notnull 0\\nnotes TEXT notnull 0\\ncreated_at TEXT notnull 1\\nupdated_at TEXT notnull 0\\n\\ncrypto_assets\\nasset_id TEXT notnull 0\\ncoin_name TEXT notnull 1\\nsymbol TEXT notnull 1\\ncoingecko_id TEXT notnull 0\\nnetwork_chain_default TEXT notnull 0\\nis_stablecoin INTEGER notnull 1\\nprice_provider_primary TEXT notnull 1\\nprice_provider_fallback TEXT notnull 0\\nis_active INTEGER notnull 1\\nnotes TEXT notnull 0\\ncreated_at TEXT notnull 1\\nupdated_at TEXT notnull 0\\n\\ncrypto_holdings\\ncrypto_holding_id TEXT notnull 0\\nasset_id TEXT notnull 1\\nwallet_id TEXT notnull 1\\nquantity NUMERIC notnull 1\\nacquisition_source TEXT notnull 0\\nlast_verified_at TEXT notnull 0\\nverification_status TEXT notnull 1\\nlegacy_snapshot_value_original NUMERIC notnull 0\\nlegacy_snapshot_value_chf NUMERIC notnull 0\\nlegacy_snapshot_currency TEXT notnull 0\\nlegacy_snapshot_date TEXT notnull 0\\nnotes TEXT notnull 0\\ncreated_at TEXT notnull 1\\nupdated_at TEXT notnull 0\\n\\ncrypto_transactions\\ncrypto_transaction_id TEXT notnull 0\\ntransaction_id TEXT notnull 0\\ntransaction_type TEXT notnull 1\\nasset_id TEXT notnull 1\\nquantity NUMERIC notnull 1\\nprice_original NUMERIC notnull 0\\ncurrency_original TEXT notnull 0\\ngross_amount_original NUMERIC notnull 0\\nfee_quantity NUMERIC notnull 0\\nfee_original NUMERIC notnull 0\\nfee_currency TEXT notnull 0\\nfx_rate_to_chf NUMERIC notnull 0\\nfx_source TEXT notnull 0\\namount_chf NUMERIC notnull 0\\nfrom_wallet_id TEXT notnull 0\\nto_wallet_id TEXT notnull 0\\ntransaction_datetime TEXT notnull 1\\ntx_hash TEXT notnull 0\\nsource TEXT notnull 1\\nconfirmation_status TEXT notnull 1\\nparse_confidence NUMERIC notnull 0\\noriginal_input_text TEXT notnull 0\\nnotes TEXT notnull 0\\ncreated_at TEXT notnull 1\\nupdated_at TEXT notnull 0\\n\\ntransactions\\ntransaction_id TEXT notnull 0\\ntransaction_type TEXT notnull 1\\naccount_id TEXT notnull 1\\ninstrument_id TEXT notnull 0\\ntrade_date TEXT notnull 1\\nsettlement_date TEXT notnull 0\\nquantity NUMERIC notnull 0\\nprice_original NUMERIC notnull 0\\ngross_amount_original NUMERIC notnull 0\\nfee_original NUMERIC notnull 0\\ntax_original NUMERIC notnull 0\\nnet_amount_original NUMERIC notnull 0\\ncurrency_original TEXT notnull 1\\nfx_rate_to_chf NUMERIC notnull 0\\nfx_source TEXT notnull 0\\nfx_status TEXT notnull 1\\ngross_amount_chf NUMERIC notnull 0\\nfee_chf NUMERIC notnull 0\\ntax_chf NUMERIC notnull 0\\nnet_amount_chf NUMERIC notnull 0\\nsource_type TEXT notnull 1\\nsource_id TEXT notnull 0\\nexternal_transaction_id TEXT notnull 0\\nrow_hash TEXT notnull 0\\nis_confirmed INTEGER notnull 1\\nquality_status TEXT notnull 1\\nnotes TEXT notnull 0\\ncreated_at TEXT notnull 1\\nupdated_at TEXT notnull 0\\n\\naudit_log\\naudit_id TEXT notnull 0\\ntimestamp TEXT notnull 1\\nsource TEXT notnull 1\\naction TEXT notnull 1\\nentity_type TEXT notnull 1\\nentity_id TEXT notnull 1\\nold_values_json TEXT notnull 0\\nnew_values_json TEXT notnull 0\\nuser_text_note TEXT notnull 0\\noriginal_input_text TEXT notnull 0\\nconfirmed INTEGER notnull 1\\nconfirmation_timestamp TEXT notnull 0\\nauto_parsed INTEGER notnull 1\\nparse_confidence NUMERIC notnull 0\\ncreated_by TEXT notnull 1\\nquality_status TEXT notnull 1\\ncreated_at TEXT notnull 1\\n\\nalerts\\nalert_id TEXT notnull 0\\npriority TEXT notnull 1\\ncategory TEXT notnull 1\\nentity_type TEXT notnull 0\\nentity_id TEXT notnull 0\\nrule_id TEXT notnull 0\\nmessage TEXT notnull 1\\nevidence_json TEXT notnull 0\\nstatus TEXT notnull 1\\ncreated_at TEXT notnull 1\\nresolved_at TEXT notnull 0\", \"exit_code\": 0, \"error\": null}",
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      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering import options**\n\nI'm thinking that I might need to use existing importers. It seems practical, but I’m not sure if there are any limitations or any specific requirements I should keep in mind. I want to ensure I do this right. There might be a need to assess if those importers fit my needs properly or if I should look into other alternatives. It’s definitely something worth exploring further!",
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      "content": "{\"output\": \"--- CREATE TABLE IF NOT EXISTS crypto_wallets\\nCREATE TABLE IF NOT EXISTS crypto_wallets (\\\\n    wallet_id TEXT PRIMARY KEY,\\\\n    wallet_name TEXT NOT NULL UNIQUE,\\\\n    wallet_type TEXT NOT NULL,\\\\n    platform_provider TEXT,\\\\n    network_chain TEXT,\\\\n    wallet_address TEXT,\\\\n    owner TEXT,\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    last_verified_at TEXT,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_assets (\\\\n    asset_id TEXT PRIMARY KEY,\\\\n    coin_name TEXT NOT NULL,\\\\n    symbol TEXT NOT NULL,\\\\n    coingecko_id TEXT UNIQUE,\\\\n    network_chain_default TEXT,\\\\n    is_stablecoin INTEGER NOT NULL DEFAULT 0,\\\\n    price_provider_primary TEXT NOT NULL DEFAULT 'CoinGecko',\\\\n    price_provider_fallback TEXT,\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_holdings (\\\\n    crypto_holding_id TEXT PRIMARY KEY,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    wallet_id TEXT NOT NULL REFERENCES crypto_wallets(wallet_id),\\\\n    quantity NUMERIC NOT NULL,\\\\n    acquisition_source TEXT,\\\\n    last_verified_at TEXT,\\\\n    verification_status TEXT NOT NULL DE\\n\\n--- CREATE TABLE IF NOT EXISTS crypto_assets\\nCREATE TABLE IF NOT EXISTS crypto_assets (\\\\n    asset_id TEXT PRIMARY KEY,\\\\n    coin_name TEXT NOT NULL,\\\\n    symbol TEXT NOT NULL,\\\\n    coingecko_id TEXT UNIQUE,\\\\n    network_chain_default TEXT,\\\\n    is_stablecoin INTEGER NOT NULL DEFAULT 0,\\\\n    price_provider_primary TEXT NOT NULL DEFAULT 'CoinGecko',\\\\n    price_provider_fallback TEXT,\\\\n    is_active INTEGER NOT NULL DEFAULT 1,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_holdings (\\\\n    crypto_holding_id TEXT PRIMARY KEY,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    wallet_id TEXT NOT NULL REFERENCES crypto_wallets(wallet_id),\\\\n    quantity NUMERIC NOT NULL,\\\\n    acquisition_source TEXT,\\\\n    last_verified_at TEXT,\\\\n    verification_status TEXT NOT NULL DEFAULT 'unverified',\\\\n    legacy_snapshot_value_original NUMERIC,\\\\n    legacy_snapshot_value_chf NUMERIC,\\\\n    legacy_snapshot_currency TEXT,\\\\n    legacy_snapshot_date TEXT,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT,\\\\n    UNIQUE(asset_id, wallet_id)\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_transactions (\\\\n    crypto_transaction_id TEXT PRIMARY KEY,\\\\n    transactio\\n\\n--- CREATE TABLE IF NOT EXISTS crypto_holdings\\nCREATE TABLE IF NOT EXISTS crypto_holdings (\\\\n    crypto_holding_id TEXT PRIMARY KEY,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    wallet_id TEXT NOT NULL REFERENCES crypto_wallets(wallet_id),\\\\n    quantity NUMERIC NOT NULL,\\\\n    acquisition_source TEXT,\\\\n    last_verified_at TEXT,\\\\n    verification_status TEXT NOT NULL DEFAULT 'unverified',\\\\n    legacy_snapshot_value_original NUMERIC,\\\\n    legacy_snapshot_value_chf NUMERIC,\\\\n    legacy_snapshot_currency TEXT,\\\\n    legacy_snapshot_date TEXT,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT,\\\\n    UNIQUE(asset_id, wallet_id)\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_transactions (\\\\n    crypto_transaction_id TEXT PRIMARY KEY,\\\\n    transaction_id TEXT REFERENCES transactions(transaction_id),\\\\n    transaction_type TEXT NOT NULL,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    quantity NUMERIC NOT NULL,\\\\n    price_original NUMERIC,\\\\n    currency_original TEXT,\\\\n    gross_amount_original NUMERIC,\\\\n    fee_quantity NUMERIC,\\\\n    fee_original NUMERIC,\\\\n    fee_currency TEXT,\\\\n    fx_rate_to_chf NUMERIC,\\\\n    fx_source TEXT,\\\\n    amount_chf NUMERIC,\\\\n    from_wallet_id TEXT REFE\\n\\n--- CREATE TABLE IF NOT EXISTS crypto_transactions\\nCREATE TABLE IF NOT EXISTS crypto_transactions (\\\\n    crypto_transaction_id TEXT PRIMARY KEY,\\\\n    transaction_id TEXT REFERENCES transactions(transaction_id),\\\\n    transaction_type TEXT NOT NULL,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    quantity NUMERIC NOT NULL,\\\\n    price_original NUMERIC,\\\\n    currency_original TEXT,\\\\n    gross_amount_original NUMERIC,\\\\n    fee_quantity NUMERIC,\\\\n    fee_original NUMERIC,\\\\n    fee_currency TEXT,\\\\n    fx_rate_to_chf NUMERIC,\\\\n    fx_source TEXT,\\\\n    amount_chf NUMERIC,\\\\n    from_wallet_id TEXT REFERENCES crypto_wallets(wallet_id),\\\\n    to_wallet_id TEXT REFERENCES crypto_wallets(wallet_id),\\\\n    transaction_datetime TEXT NOT NULL,\\\\n    tx_hash TEXT,\\\\n    source TEXT NOT NULL,\\\\n    confirmation_status TEXT NOT NULL DEFAULT 'confirmed',\\\\n    parse_confidence NUMERIC,\\\\n    original_input_text TEXT,\\\\n    notes TEXT,\\\\n    created_at TEXT NOT NULL,\\\\n    updated_at TEXT\\\\n);\\\\n\\\\nCREATE TABLE IF NOT EXISTS crypto_prices (\\\\n    crypto_price_id TEXT PRIMARY KEY,\\\\n    asset_id TEXT NOT NULL REFERENCES crypto_assets(asset_id),\\\\n    coingecko_id TEXT,\\\\n    price_currency TEXT NOT NULL,\\\\n    price NUMERIC NOT NULL,\\\\n    provider TEX\", \"exit_code\": 0, \"error\": null}",
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_core.py\",\"content\":\"from __future__ import annotations\\n\\nfrom decimal import Decimal\\n\\nimport pytest\\n\\nfrom jarvis_finance.crypto.assets import create_crypto_asset, get_crypto_asset\\nfrom jarvis_finance.crypto.holdings import calculate_crypto_holdings, create_initial_holding_snapshot\\nfrom jarvis_finance.crypto.transactions import record_crypto_buy, record_crypto_sell, record_crypto_transfer\\nfrom jarvis_finance.crypto.wallets import create_wallet, deactivate_wallet, get_wallet, update_wallet\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\n\\n\\ndef setup_conn():\\n    conn = connect_memory()\\n    apply_migrations(conn)\\n    conn.execute(\\n        \\\"INSERT INTO platforms(platform_id, name, platform_type, default_currency, created_at) VALUES('p1','Synthetic Broker','Bank/Broker','CHF','now')\\\"\\n    )\\n    conn.execute(\\n        \\\"INSERT INTO accounts(account_id, platform_id, account_name, account_type, currency, created_at) VALUES('a1','p1','Synthetic Cash','cash','CHF','now')\\\"\\n    )\\n    conn.commit()\\n    return conn\\n\\n\\ndef seed_wallets_assets(conn):\\n    w1 = create_wallet(conn, wallet_name='Synthetic Cold Wallet', wallet_type='Hardware Wallet')\\n    w2 = create_wallet(conn, wallet_name='Synthetic Exchange Wallet', wallet_type='Exchange')\\n    btc = create_crypto_asset(conn, coin_name='Synthetic Bitcoin', symbol='BTC', coingecko_id='bitcoin')\\n    eth = create_crypto_asset(conn, coin_name='Synthetic Ether', symbol='ETH', coingecko_id='ethereum')\\n    return w1, w2, btc, eth\\n\\n\\ndef test_wallet_create_read_update_deactivate_and_duplicate_name_blocked() -> None:\\n    conn = setup_conn()\\n    wallet_id = create_wallet(conn, wallet_name='Synthetic Wallet Alpha', wallet_type='Hardware Wallet')\\n    wallet = get_wallet(conn, wallet_id)\\n    assert wallet['wallet_name'] == 'Synthetic Wallet Alpha'\\n    assert wallet['wallet_address'] is None\\n\\n    with pytest.raises(ValueError, match='wallet_name'):\\n        create_wallet(conn, wallet_name='Synthetic Wallet Alpha', wallet_type='Software Wallet')\\n    with pytest.raises(ValueError, match='wallet_type'):\\n        create_wallet(conn, wallet_name='Synthetic Bad Type', wallet_type='Moon Bag')\\n\\n    update_wallet(conn, wallet_id, wallet_type='DeFi', notes='synthetic update')\\n    assert get_wallet(conn, wallet_id)['wallet_type'] == 'DeFi'\\n    deactivate_wallet(conn, wallet_id, note='synthetic retire')\\n    assert get_wallet(conn, wallet_id)['is_active'] == 0\\n\\n\\ndef test_crypto_asset_with_and_without_coingecko_and_symbol_conflict_warning() -> None:\\n    conn = setup_conn()\\n    a1 = create_crypto_asset(conn, coin_name='Synthetic Bitcoin', symbol='BTC', coingecko_id='bitcoin')\\n    assert get_crypto_asset(conn, a1)['coingecko_id'] == 'bitcoin'\\n\\n    a2 = create_crypto_asset(conn, coin_name='Synthetic Bitcoin Wrapper', symbol='BTC', coingecko_id='wrapped-bitcoin')\\n    assert get_crypto_asset(conn, a2)['symbol'] == 'BTC'\\n    symbol_alerts = conn.execute(\\\"SELECT * FROM alerts WHERE rule_id='crypto_symbol_conflict'\\\").fetchall()\\n    assert symbol_alerts\\n\\n    a3 = create_crypto_asset(conn, coin_name='Synthetic Mystery Coin', symbol='MYST')\\n    assert get_crypto_asset(conn, a3)['coingecko_id'] is None\\n    missing_alerts = conn.execute(\\\"SELECT * FROM alerts WHERE rule_id='missing_coingecko_id'\\\").fetchall()\\n    assert missing_alerts\\n\\n\\ndef test_initial_crypto_holdings_multiple_wallets_aggregate_and_legacy_values_not_current() -> None:\\n    conn = setup_conn()\\n    w1, w2, btc, _ = seed_wallets_assets(conn)\\n    create_initial_holding_snapshot(\\n        conn, asset_id=btc, wallet_id=w1, quantity=Decimal('1.25'), verification_status='verified',\\n        last_verified_at='2026-01-01T00:00:00Z', legacy_snapshot_value_chf=Decimal('50000'), note='synthetic snapshot'\\n    )\\n    create_initial_holding_snapshot(\\n        conn, asset_id=btc, wallet_id=w2, quantity=Decimal('0.75'), verification_status='stale',\\n        legacy_snapshot_value_chf=Decimal('30000'), note='synthetic snapshot'\\n    )\\n\\n    holdings = calculate_crypto_holdings(conn)\\n    assert holdings.wallet_holdings[(w1, btc)].quantity == Decimal('1.25')\\n    assert holdings.wallet_holdings[(w2, btc)].quantity == Decimal('0.75')\\n    assert holdings.total_by_asset[btc].quantity == Decimal('2.00')\\n    assert holdings.wallet_holdings[(w1, btc)].legacy_snapshot_value_chf == Decimal('50000')\\n    assert holdings.wallet_holdings[(w1, btc)].current_value_chf is None\\n\\n\\ndef test_transfer_between_wallets_with_coin_fee_and_audit() -> None:\\n    conn = setup_conn()\\n    w1, w2, btc, _ = seed_wallets_assets(conn)\\n    create_initial_holding_snapshot(conn, asset_id=btc, wallet_id=w1, quantity=Decimal('2'), verification_status='verified', note='synthetic snapshot')\\n\\n    txid = record_crypto_transfer(\\n        conn, asset_id=btc, from_wallet_id=w1, to_wallet_id=w2, quantity=Decimal('0.5'),\\n        fee_quantity=Decimal('0.01'), tx_hash='synthetic_tx_hash_001', note='synthetic transfer'\\n    )\\n\\n    holdings = calculate_crypto_holdings(conn)\\n    assert holdings.wallet_holdings[(w1, btc)].quantity == Decimal('1.49')\\n    assert holdings.wallet_holdings[(w2, btc)].quantity == Decimal('0.5')\\n    assert conn.execute('SELECT transaction_type FROM crypto_transactions WHERE crypto_transaction_id=?', (txid,)).fetchone()['transaction_type'] == 'transfer'\\n    assert conn.execute(\\\"SELECT COUNT(*) AS c FROM audit_log WHERE action='crypto_transfer'\\\").fetchone()['c'] == 1\\n\\n\\ndef test_transfer_same_wallet_and_overdraft_are_rejected_or_critical() -> None:\\n    conn = setup_conn()\\n    w1, w2, btc, _ = seed_wallets_assets(conn)\\n    create_initial_holding_snapshot(conn, asset_id=btc, wallet_id=w1, quantity=Decimal('0.1'), verification_status='verified', note='synthetic snapshot')\\n\\n    with pytest.raises(ValueError, match='different'):\\n        record_crypto_transfer(conn, asset_id=btc, from_wallet_id=w1, to_wallet_id=w1, quantity=Decimal('0.01'), note='bad synthetic transfer')\\n    with pytest.raises(ValueError, match='negative'):\\n        record_crypto_transfer(conn, asset_id=btc, from_wallet_id=w1, to_wallet_id=w2, quantity=Decimal('1'), note='overdraft synthetic transfer')\\n    alerts = conn.execute(\\\"SELECT * FROM alerts WHERE rule_id='crypto_negative_wallet_balance'\\\").fetchall()\\n    assert alerts and alerts[0]['priority'] == 'kritisch'\\n\\n\\ndef test_crypto_buy_with_fiat_creates_ledger_link_and_increases_wallet() -> None:\\n    conn = setup_conn()\\n    w1, _, btc, _ = seed_wallets_assets(conn)\\n    crypto_txid = record_crypto_buy(\\n        conn, account_id='a1', asset_id=btc, to_wallet_id=w1, quantity=Decimal('0.2'),\\n        gross_amount_original=Decimal('1000'), fee_original=Decimal('10'), currency='CHF', fx_rate_to_chf=Decimal('1'),\\n        note='synthetic buy'\\n    )\\n    row = conn.execute('SELECT transaction_id FROM crypto_transactions WHERE crypto_transaction_id=?', (crypto_txid,)).fetchone()\\n    assert row['transaction_id'] is not None\\n    ledger = conn.execute('SELECT transaction_type, source_id, net_amount_original FROM transactions WHERE transaction_id=?', (row['transaction_id'],)).fetchone()\\n    assert ledger['transaction_type'] == 'buy'\\n    assert ledger['source_id'] == crypto_txid\\n    assert Decimal(ledger['net_amount_original']) == Decimal('1010')\\n    assert calculate_crypto_holdings(conn).wallet_holdings[(w1, btc)].quantity == Decimal('0.2')\\n\\n\\ndef test_crypto_sell_with_fiat_creates_ledger_link_and_reduces_wallet() -> None:\\n    conn = setup_conn()\\n    w1, _, btc, _ = seed_wallets_assets(conn)\\n    create_initial_holding_snapshot(conn, asset_id=btc, wallet_id=w1, quantity=Decimal('1'), verification_status='verified', note='synthetic snapshot')\\n    crypto_txid = record_crypto_sell(\\n        conn, account_id='a1', asset_id=btc, from_wallet_id=w1, quantity=Decimal('0.4'),\\n        gross_amount_original=Decimal('2000'), fee_original=Decimal('20'), currency='CHF', fx_rate_to_chf=Decimal('1'),\\n        note='synthetic sell'\\n    )\\n    linked = conn.execute('SELECT transaction_id FROM crypto_transactions WHERE crypto_transaction_id=?', (crypto_txid,)).fetchone()['transaction_id']\\n    ledger = conn.execute('SELECT transaction_type, net_amount_original FROM transactions WHERE transaction_id=?', (linked,)).fetchone()\\n    assert ledger['transaction_type'] == 'partial_sell'\\n    assert Decimal(ledger['net_amount_original']) == Decimal('1980')\\n    assert calculate_crypto_holdings(conn).wallet_holdings[(w1, btc)].quantity == Decimal('0.6')\\n\\n\\ndef test_coin_fee_reduces_balance_and_fiat_fee_creates_ledger_fee_without_double_counting() -> None:\\n    conn = setup_conn()\\n    w1, w2, btc, _ = seed_wallets_assets(conn)\\n    create_initial_holding_snapshot(conn, asset_id=btc, wallet_id=w1, quantity=Decimal('1'), verification_status='verified', note='synthetic snapshot')\\n    record_crypto_transfer(conn, asset_id=btc, from_wallet_id=w1, to_wallet_id=w2, quantity=Decimal('0.2'), fee_quantity=Decimal('0.03'), note='synthetic coin fee')\\n    assert calculate_crypto_holdings(conn).wallet_holdings[(w1, btc)].quantity == Decimal('0.77')\\n\\n    record_crypto_buy(\\n        conn, account_id='a1', asset_id=btc, to_wallet_id=w1, quantity=Decimal('0.1'),\\n        gross_amount_original=Decimal('500'), fee_original=Decimal('5'), fee_currency='CHF', currency='CHF', fx_rate_to_chf=Decimal('1'),\\n        note='synthetic fiat fee'\\n    )\\n    fee_rows = conn.execute(\\\"SELECT * FROM transactions WHERE transaction_type='fee' AND source_type='crypto'\\\").fetchall()\\n    assert len(fee_rows) == 1\\n    assert Decimal(fee_rows[0]['gross_amount_original']) == Decimal('5')\\n    assert conn.execute(\\\"SELECT COUNT(*) AS c FROM audit_log WHERE action IN ('crypto_buy','crypto_transfer')\\\").fetchone()['c'] >= 2\\n\\n\\ndef test_crypto_buy_missing_fx_is_incomplete_and_fee_unclear_warns() -> None:\\n    conn = setup_conn()\\n    w1, _, btc, _ = seed_wallets_assets(conn)\\n    record_crypto_buy(\\n        conn, account_id='a1', asset_id=btc, to_wallet_id=w1, quantity=Decimal('0.1'),\\n        gross_amount_original=Decimal('100'), fee_original=Decimal('1'), fee_currency=None,\\n        currency='USD', fx_rate_to_chf=None, note='synthetic missing fx'\\n    )\\n    ledger = conn.execute(\\\"SELECT fx_status, quality_status FROM transactions WHERE source_type='crypto' AND transaction_type='buy'\\\").fetchone()\\n    assert ledger['fx_status'] == 'missing'\\n    assert ledger['quality_status'] == 'incomplete'\\n    assert conn.execute(\\\"SELECT COUNT(*) AS c FROM alerts WHERE rule_id='crypto_fee_currency_unclear'\\\").fetchone()['c'] == 1\\n\"}"
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            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom sqlite3 import Connection, IntegrityError\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\n\\nVALID_WALLET_TYPES = {\\n    \\\"Hardware Wallet\\\",\\n    \\\"Software Wallet\\\",\\n    \\\"Exchange\\\",\\n    \\\"Bank/Broker\\\",\\n    \\\"DeFi\\\",\\n    \\\"Sonstiges\\\",\\n}\\n\\n\\ndef _validate_wallet_type(wallet_type: str) -> None:\\n    if wallet_type not in VALID_WALLET_TYPES:\\n        raise ValueError(f\\\"wallet_type must be one of {sorted(VALID_WALLET_TYPES)}\\\")\\n\\n\\ndef create_wallet(\\n    conn: Connection,\\n    *,\\n    wallet_name: str,\\n    wallet_type: str,\\n    wallet_address: str | None = None,\\n    platform_provider: str | None = None,\\n    network_chain: str | None = None,\\n    owner: str | None = None,\\n    last_verified_at: str | None = None,\\n    notes: str | None = None,\\n) -> str:\\n    _validate_wallet_type(wallet_type)\\n    now = utc_now()\\n    wallet_id = stable_id(\\\"wallet\\\", wallet_name)\\n    try:\\n        conn.execute(\\n            \\\"\\\"\\\"\\n            INSERT INTO crypto_wallets(\\n                wallet_id, wallet_name, wallet_type, platform_provider, network_chain,\\n                wallet_address, owner, is_active, last_verified_at, notes, created_at\\n            ) VALUES (?, ?, ?, ?, ?, ?, ?, 1, ?, ?, ?)\\n            \\\"\\\"\\\",\\n            (wallet_id, wallet_name, wallet_type, platform_provider, network_chain, wallet_address, owner, last_verified_at, notes, now),\\n        )\\n    except IntegrityError as exc:\\n        raise ValueError(\\\"wallet_name must be unique\\\") from exc\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_wallets\\\",\\n        action=\\\"create_wallet\\\",\\n        entity_type=\\\"crypto_wallet\\\",\\n        entity_id=wallet_id,\\n        new_values={\\\"wallet_name\\\": wallet_name, \\\"wallet_type\\\": wallet_type},\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return wallet_id\\n\\n\\ndef get_wallet(conn: Connection, wallet_id: str):\\n    row = conn.execute(\\\"SELECT * FROM crypto_wallets WHERE wallet_id=?\\\", (wallet_id,)).fetchone()\\n    if row is None:\\n        raise KeyError(wallet_id)\\n    return row\\n\\n\\ndef update_wallet(conn: Connection, wallet_id: str, **changes) -> None:\\n    allowed = {\\\"wallet_name\\\", \\\"wallet_type\\\", \\\"wallet_address\\\", \\\"platform_provider\\\", \\\"network_chain\\\", \\\"owner\\\", \\\"last_verified_at\\\", \\\"notes\\\", \\\"is_active\\\"}\\n    if \\\"wallet_type\\\" in changes:\\n        _validate_wallet_type(changes[\\\"wallet_type\\\"])\\n    clean = {k: v for k, v in changes.items() if k in allowed}\\n    if not clean:\\n        return\\n    clean[\\\"updated_at\\\"] = utc_now()\\n    assignments = \\\", \\\".join(f\\\"{k}=?\\\" for k in clean)\\n    try:\\n        conn.execute(f\\\"UPDATE crypto_wallets SET {assignments} WHERE wallet_id=?\\\", (*clean.values(), wallet_id))\\n    except IntegrityError as exc:\\n        raise ValueError(\\\"wallet_name must be unique\\\") from exc\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_wallets\\\",\\n        action=\\\"update_wallet\\\",\\n        entity_type=\\\"crypto_wallet\\\",\\n        entity_id=wallet_id,\\n        new_values=clean,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n\\n\\ndef deactivate_wallet(conn: Connection, wallet_id: str, *, note: str) -> None:\\n    if not note.strip():\\n        raise ValueError(\\\"deactivate wallet requires a note\\\")\\n    update_wallet(conn, wallet_id, is_active=0, notes=note)\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/crypto/wallets.py\"}"
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            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom sqlite3 import Connection, IntegrityError\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\nfrom jarvis_finance.quality.alerts import create_alert\\n\\n\\ndef create_crypto_asset(\\n    conn: Connection,\\n    *,\\n    coin_name: str,\\n    symbol: str,\\n    coingecko_id: str | None = None,\\n    network_chain_default: str | None = None,\\n    is_stablecoin: bool = False,\\n    notes: str | None = None,\\n) -> str:\\n    symbol = symbol.upper().strip()\\n    existing_symbol = conn.execute(\\\"SELECT asset_id FROM crypto_assets WHERE symbol=?\\\", (symbol,)).fetchone()\\n    asset_id = stable_id(\\\"cryptoasset\\\", coingecko_id or coin_name, symbol, network_chain_default or \\\"\\\")\\n    now = utc_now()\\n    try:\\n        conn.execute(\\n            \\\"\\\"\\\"\\n            INSERT INTO crypto_assets(\\n                asset_id, coin_name, symbol, coingecko_id, network_chain_default,\\n                is_stablecoin, price_provider_primary, is_active, notes, created_at\\n            ) VALUES (?, ?, ?, ?, ?, ?, 'CoinGecko', 1, ?, ?)\\n            \\\"\\\"\\\",\\n            (asset_id, coin_name, symbol, coingecko_id, network_chain_default, int(is_stablecoin), notes, now),\\n        )\\n    except IntegrityError as exc:\\n        raise ValueError(\\\"crypto asset uniqueness conflict; coingecko_id must be unique\\\") from exc\\n    if not coingecko_id:\\n        create_alert(\\n            conn,\\n            priority=\\\"warnung\\\",\\n            category=\\\"crypto\\\",\\n            entity_type=\\\"crypto_asset\\\",\\n            entity_id=asset_id,\\n            rule_id=\\\"missing_coingecko_id\\\",\\n            message=\\\"Crypto asset has no CoinGecko ID; valuation quality is incomplete.\\\",\\n            evidence={\\\"symbol\\\": symbol, \\\"coin_name\\\": coin_name},\\n        )\\n    if existing_symbol:\\n        create_alert(\\n            conn,\\n            priority=\\\"warnung\\\",\\n            category=\\\"crypto\\\",\\n            entity_type=\\\"crypto_asset\\\",\\n            entity_id=asset_id,\\n            rule_id=\\\"crypto_symbol_conflict\\\",\\n            message=\\\"Crypto symbol is not unique; manual asset selection is required.\\\",\\n            evidence={\\\"symbol\\\": symbol, \\\"existing_asset_id\\\": existing_symbol[\\\"asset_id\\\"]},\\n        )\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_assets\\\",\\n        action=\\\"create_crypto_asset\\\",\\n        entity_type=\\\"crypto_asset\\\",\\n        entity_id=asset_id,\\n        new_values={\\\"coin_name\\\": coin_name, \\\"symbol\\\": symbol, \\\"coingecko_id\\\": coingecko_id},\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return asset_id\\n\\n\\ndef get_crypto_asset(conn: Connection, asset_id: str):\\n    row = conn.execute(\\\"SELECT * FROM crypto_assets WHERE asset_id=?\\\", (asset_id,)).fetchone()\\n    if row is None:\\n        raise KeyError(asset_id)\\n    return row\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/crypto/assets.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 2786, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_2yZQe9nnDSMXWQXZepxG7E2W"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_08AhPxCcp3poMu0r0hr11ox1",
          "call_id": "call_08AhPxCcp3poMu0r0hr11ox1",
          "response_item_id": "fc_002041bba6e51fe5016a0609f793a08191a4c782ff90622ce0",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom dataclasses import dataclass, field\\nfrom decimal import Decimal\\nfrom sqlite3 import Connection\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\nfrom jarvis_finance.quality.alerts import create_alert\\n\\nVALID_VERIFICATION_STATUS = {\\\"verified\\\", \\\"stale\\\", \\\"unverified\\\", \\\"estimated\\\"}\\n\\n\\n@dataclass\\nclass CryptoHolding:\\n    wallet_id: str | None\\n    asset_id: str\\n    quantity: Decimal = Decimal(\\\"0\\\")\\n    verification_status: str = \\\"unverified\\\"\\n    last_verified_at: str | None = None\\n    legacy_snapshot_value_original: Decimal | None = None\\n    legacy_snapshot_value_chf: Decimal | None = None\\n    current_value_chf: Decimal | None = None\\n    quality_warnings: list[str] = field(default_factory=list)\\n\\n\\n@dataclass\\nclass CryptoHoldingsResult:\\n    wallet_holdings: dict[tuple[str, str], CryptoHolding] = field(default_factory=dict)\\n    total_by_asset: dict[str, CryptoHolding] = field(default_factory=dict)\\n\\n\\ndef _d(value: object, default: str = \\\"0\\\") -> Decimal:\\n    if value is None or str(value).strip() == \\\"\\\":\\n        return Decimal(default)\\n    return Decimal(str(value))\\n\\n\\ndef _ensure_holding(result: CryptoHoldingsResult, wallet_id: str, asset_id: str) -> CryptoHolding:\\n    return result.wallet_holdings.setdefault((wallet_id, asset_id), CryptoHolding(wallet_id=wallet_id, asset_id=asset_id))\\n\\n\\ndef _ensure_total(result: CryptoHoldingsResult, asset_id: str) -> CryptoHolding:\\n    return result.total_by_asset.setdefault(asset_id, CryptoHolding(wallet_id=None, asset_id=asset_id))\\n\\n\\ndef create_initial_holding_snapshot(\\n    conn: Connection,\\n    *,\\n    asset_id: str,\\n    wallet_id: str,\\n    quantity: Decimal,\\n    verification_status: str,\\n    note: str,\\n    last_verified_at: str | None = None,\\n    legacy_snapshot_value_original: Decimal | None = None,\\n    legacy_snapshot_value_chf: Decimal | None = None,\\n    legacy_snapshot_currency: str | None = None,\\n    legacy_snapshot_date: str | None = None,\\n) -> str:\\n    if quantity < 0:\\n        raise ValueError(\\\"initial holding quantity must be >= 0\\\")\\n    if verification_status not in VALID_VERIFICATION_STATUS:\\n        raise ValueError(\\\"invalid verification_status\\\")\\n    if not note.strip():\\n        raise ValueError(\\\"initial holding snapshot requires a note\\\")\\n    now = utc_now()\\n    holding_id = stable_id(\\\"cryptoholding\\\", asset_id, wallet_id)\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT OR REPLACE INTO crypto_holdings(\\n            crypto_holding_id, asset_id, wallet_id, quantity, acquisition_source,\\n            last_verified_at, verification_status, legacy_snapshot_value_original,\\n            legacy_snapshot_value_chf, legacy_snapshot_currency, legacy_snapshot_date,\\n            notes, created_at, updated_at\\n        ) VALUES (?, ?, ?, ?, 'initial_snapshot', ?, ?, ?, ?, ?, ?, ?,\\n                  COALESCE((SELECT created_at FROM crypto_holdings WHERE crypto_holding_id=?), ?), ?)\\n        \\\"\\\"\\\",\\n        (\\n            holding_id, asset_id, wallet_id, str(quantity), last_verified_at, verification_status,\\n            str(legacy_snapshot_value_original) if legacy_snapshot_value_original is not None else None,\\n            str(legacy_snapshot_value_chf) if legacy_snapshot_value_chf is not None else None,\\n            legacy_snapshot_currency, legacy_snapshot_date, note, holding_id, now, now,\\n        ),\\n    )\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_holdings\\\",\\n        action=\\\"initial_crypto_holding_snapshot\\\",\\n        entity_type=\\\"crypto_holding\\\",\\n        entity_id=holding_id,\\n        new_values={\\\"asset_id\\\": asset_id, \\\"wallet_id\\\": wallet_id, \\\"quantity\\\": str(quantity), \\\"verification_status\\\": verification_status},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return holding_id\\n\\n\\ndef _apply_delta(result: CryptoHoldingsResult, wallet_id: str, asset_id: str, delta: Decimal) -> None:\\n    holding = _ensure_holding(result, wallet_id, asset_id)\\n    holding.quantity += delta\\n    total = _ensure_total(result, asset_id)\\n    total.quantity += delta\\n\\n\\ndef calculate_crypto_holdings(conn: Connection) -> CryptoHoldingsResult:\\n    result = CryptoHoldingsResult()\\n    for row in conn.execute(\\\"SELECT * FROM crypto_holdings ORDER BY wallet_id, asset_id\\\").fetchall():\\n        holding = _ensure_holding(result, row[\\\"wallet_id\\\"], row[\\\"asset_id\\\"])\\n        holding.quantity += _d(row[\\\"quantity\\\"])\\n        holding.verification_status = row[\\\"verification_status\\\"]\\n        holding.last_verified_at = row[\\\"last_verified_at\\\"]\\n        holding.legacy_snapshot_value_original = _d(row[\\\"legacy_snapshot_value_original\\\"]) if row[\\\"legacy_snapshot_value_original\\\"] is not None else None\\n        holding.legacy_snapshot_value_chf = _d(row[\\\"legacy_snapshot_value_chf\\\"]) if row[\\\"legacy_snapshot_value_chf\\\"] is not None else None\\n        total = _ensure_total(result, row[\\\"asset_id\\\"])\\n        total.quantity += _d(row[\\\"quantity\\\"])\\n    rows = conn.execute(\\\"SELECT * FROM crypto_transactions ORDER BY transaction_datetime, created_at, crypto_transaction_id\\\").fetchall()\\n    for row in rows:\\n        asset_id = row[\\\"asset_id\\\"]\\n        qty = _d(row[\\\"quantity\\\"])\\n        fee_qty = _d(row[\\\"fee_quantity\\\"])\\n        t = row[\\\"transaction_type\\\"]\\n        if t == \\\"transfer\\\":\\n            _apply_delta(result, row[\\\"from_wallet_id\\\"], asset_id, -(qty + fee_qty))\\n            _apply_delta(result, row[\\\"to_wallet_id\\\"], asset_id, qty)\\n        elif t == \\\"buy\\\":\\n            _apply_delta(result, row[\\\"to_wallet_id\\\"], asset_id, qty - fee_qty)\\n        elif t == \\\"sell\\\":\\n            _apply_delta(result, row[\\\"from_wallet_id\\\"], asset_id, -(qty + fee_qty))\\n        elif t == \\\"fee\\\":\\n            _apply_delta(result, row[\\\"from_wallet_id\\\"], asset_id, -fee_qty)\\n    for asset in conn.execute(\\\"SELECT asset_id, symbol, coingecko_id FROM crypto_assets\\\").fetchall():\\n        if not asset[\\\"coingecko_id\\\"]:\\n            msg = \\\"Crypto asset has no CoinGecko ID; current valuation is unavailable.\\\"\\n            for holding in [h for h in result.wallet_holdings.values() if h.asset_id == asset[\\\"asset_id\\\"]]:\\n                holding.quality_warnings.append(\\\"missing_coingecko_id\\\")\\n            create_alert(\\n                conn,\\n                priority=\\\"warnung\\\",\\n                category=\\\"crypto\\\",\\n                entity_type=\\\"crypto_asset\\\",\\n                entity_id=asset[\\\"asset_id\\\"],\\n                rule_id=\\\"missing_coingecko_id\\\",\\n                message=msg,\\n                evidence={\\\"symbol\\\": asset[\\\"symbol\\\"]},\\n            )\\n    conn.commit()\\n    return result\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/crypto/holdings.py\"}"
          }
        }
      ]
    },
    {
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      "name": "write_file",
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      "tool_call_id": "call_08AhPxCcp3poMu0r0hr11ox1"
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    {
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      "reasoning": null,
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      "codex_reasoning_items": [
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          "id": "rs_002041bba6e51fe5016a060a21c9b08191beef48990e2b5bc6",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_XEnw9AUbMCzbd7Qdf9FIVoYK",
          "call_id": "call_XEnw9AUbMCzbd7Qdf9FIVoYK",
          "response_item_id": "fc_002041bba6e51fe5016a060a393708819181663924112bb56e",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_core.py\",\"old_string\":\"    assert Decimal(ledger['net_amount_original']) == Decimal('1010')\",\"new_string\":\"    assert Decimal(ledger['net_amount_original']) == Decimal('1000')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_core.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_core.py\\n@@ -130,7 +130,7 @@\\n     ledger = conn.execute('SELECT transaction_type, source_id, net_amount_original FROM transactions WHERE transaction_id=?', (row['transaction_id'],)).fetchone()\\n     assert ledger['transaction_type'] == 'buy'\\n     assert ledger['source_id'] == crypto_txid\\n-    assert Decimal(ledger['net_amount_original']) == Decimal('1010')\\n+    assert Decimal(ledger['net_amount_original']) == Decimal('1000')\\n     assert calculate_crypto_holdings(conn).wallet_holdings[(w1, btc)].quantity == Decimal('0.2')\\n \\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_core.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_XEnw9AUbMCzbd7Qdf9FIVoYK"
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    {
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      "content": "",
      "reasoning": null,
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      "tool_calls": [
        {
          "id": "call_zd4el2TflgkOZ6fTSSiOJ1eO",
          "call_id": "call_zd4el2TflgkOZ6fTSSiOJ1eO",
          "response_item_id": "fc_002041bba6e51fe5016a060a3d54ec8191b781ec2fd2093eda",
          "type": "function",
          "function": {
            "name": "write_file",
            "arguments": "{\"content\":\"from __future__ import annotations\\n\\nfrom decimal import Decimal\\nfrom sqlite3 import Connection\\n\\nfrom jarvis_finance.audit.log import record_audit_event\\nfrom jarvis_finance.imports.common import stable_id, utc_now\\nfrom jarvis_finance.quality.alerts import create_alert\\n\\nfrom .holdings import calculate_crypto_holdings\\n\\n\\ndef _d(value: object, default: str = \\\"0\\\") -> Decimal:\\n    if value is None or str(value).strip() == \\\"\\\":\\n        return Decimal(default)\\n    return Decimal(str(value))\\n\\n\\ndef _chf(value: Decimal, fx_rate_to_chf: Decimal | None) -> str | None:\\n    if fx_rate_to_chf is None:\\n        return None\\n    return str(value * fx_rate_to_chf)\\n\\n\\ndef _ensure_positive(quantity: Decimal) -> None:\\n    if quantity <= 0:\\n        raise ValueError(\\\"quantity must be > 0\\\")\\n\\n\\ndef _current_quantity(conn: Connection, wallet_id: str, asset_id: str) -> Decimal:\\n    result = calculate_crypto_holdings(conn)\\n    holding = result.wallet_holdings.get((wallet_id, asset_id))\\n    return holding.quantity if holding else Decimal(\\\"0\\\")\\n\\n\\ndef _critical_negative_alert(conn: Connection, wallet_id: str, asset_id: str, attempted: Decimal, available: Decimal) -> None:\\n    create_alert(\\n        conn,\\n        priority=\\\"kritisch\\\",\\n        category=\\\"crypto\\\",\\n        entity_type=\\\"crypto_wallet\\\",\\n        entity_id=wallet_id,\\n        rule_id=\\\"crypto_negative_wallet_balance\\\",\\n        message=\\\"Crypto transaction would create a negative wallet balance and was blocked.\\\",\\n        evidence={\\\"asset_id\\\": asset_id, \\\"attempted_delta\\\": str(attempted), \\\"available\\\": str(available)},\\n    )\\n    conn.commit()\\n\\n\\ndef _insert_crypto_transaction(\\n    conn: Connection,\\n    *,\\n    tx_type: str,\\n    asset_id: str,\\n    quantity: Decimal,\\n    from_wallet_id: str | None = None,\\n    to_wallet_id: str | None = None,\\n    transaction_id: str | None = None,\\n    price_original: Decimal | None = None,\\n    currency: str | None = None,\\n    gross_amount_original: Decimal | None = None,\\n    fee_quantity: Decimal | None = None,\\n    fee_original: Decimal | None = None,\\n    fee_currency: str | None = None,\\n    fx_rate_to_chf: Decimal | None = None,\\n    tx_hash: str | None = None,\\n    note: str | None = None,\\n) -> str:\\n    now = utc_now()\\n    crypto_txid = stable_id(\\\"cryptotx\\\", tx_type, asset_id, quantity, from_wallet_id or \\\"\\\", to_wallet_id or \\\"\\\", now)\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO crypto_transactions(\\n            crypto_transaction_id, transaction_id, transaction_type, asset_id, quantity,\\n            price_original, currency_original, gross_amount_original, fee_quantity,\\n            fee_original, fee_currency, fx_rate_to_chf, amount_chf, from_wallet_id,\\n            to_wallet_id, transaction_datetime, tx_hash, source, confirmation_status,\\n            parse_confidence, notes, created_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'manual', 'confirmed', 1, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            crypto_txid, transaction_id, tx_type, asset_id, str(quantity),\\n            str(price_original) if price_original is not None else None,\\n            currency, str(gross_amount_original) if gross_amount_original is not None else None,\\n            str(fee_quantity) if fee_quantity is not None else None,\\n            str(fee_original) if fee_original is not None else None,\\n            fee_currency, str(fx_rate_to_chf) if fx_rate_to_chf is not None else None,\\n            _chf(gross_amount_original, fx_rate_to_chf) if gross_amount_original is not None else None,\\n            from_wallet_id, to_wallet_id, now, tx_hash, note, now,\\n        ),\\n    )\\n    return crypto_txid\\n\\n\\ndef _insert_ledger_transaction(\\n    conn: Connection,\\n    *,\\n    tx_type: str,\\n    account_id: str,\\n    source_id: str,\\n    gross_amount_original: Decimal,\\n    currency: str,\\n    fx_rate_to_chf: Decimal | None,\\n    note: str,\\n    fee_original: Decimal = Decimal(\\\"0\\\"),\\n) -> str:\\n    now = utc_now()\\n    txid = stable_id(\\\"ledger\\\", \\\"crypto\\\", tx_type, account_id, source_id, gross_amount_original, fee_original)\\n    fx_status = \\\"ok\\\" if fx_rate_to_chf is not None else \\\"missing\\\"\\n    quality = \\\"ok\\\" if fx_rate_to_chf is not None else \\\"incomplete\\\"\\n    sign_net = gross_amount_original - fee_original if tx_type in {\\\"partial_sell\\\", \\\"full_sell\\\"} else gross_amount_original\\n    conn.execute(\\n        \\\"\\\"\\\"\\n        INSERT INTO transactions(\\n            transaction_id, transaction_type, account_id, trade_date, gross_amount_original,\\n            fee_original, net_amount_original, currency_original, fx_rate_to_chf, fx_status,\\n            gross_amount_chf, fee_chf, net_amount_chf, source_type, source_id,\\n            is_confirmed, quality_status, notes, created_at\\n        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'crypto', ?, 1, ?, ?, ?)\\n        \\\"\\\"\\\",\\n        (\\n            txid, tx_type, account_id, now[:10], str(gross_amount_original), str(fee_original), str(sign_net),\\n            currency.upper(), str(fx_rate_to_chf) if fx_rate_to_chf is not None else None, fx_status,\\n            _chf(gross_amount_original, fx_rate_to_chf), _chf(fee_original, fx_rate_to_chf), _chf(sign_net, fx_rate_to_chf),\\n            source_id, quality, note, now,\\n        ),\\n    )\\n    if fx_rate_to_chf is None and currency.upper() != \\\"CHF\\\":\\n        create_alert(\\n            conn,\\n            priority=\\\"kritisch\\\",\\n            category=\\\"crypto\\\",\\n            entity_type=\\\"transaction\\\",\\n            entity_id=txid,\\n            rule_id=\\\"missing_fx\\\",\\n            message=\\\"Crypto fiat ledger transaction is missing FX; CHF impact is incomplete.\\\",\\n            evidence={\\\"currency\\\": currency.upper(), \\\"source_id\\\": source_id},\\n        )\\n    return txid\\n\\n\\ndef _insert_fee_ledger(\\n    conn: Connection,\\n    *,\\n    account_id: str,\\n    source_id: str,\\n    fee_original: Decimal,\\n    fee_currency: str | None,\\n    fx_rate_to_chf: Decimal | None,\\n    note: str,\\n) -> str | None:\\n    if fee_original <= 0:\\n        return None\\n    if not fee_currency:\\n        create_alert(\\n            conn,\\n            priority=\\\"warnung\\\",\\n            category=\\\"crypto\\\",\\n            entity_type=\\\"crypto_transaction\\\",\\n            entity_id=source_id,\\n            rule_id=\\\"crypto_fee_currency_unclear\\\",\\n            message=\\\"Crypto fiat fee currency is unclear; ledger fee is not created to avoid double counting.\\\",\\n            evidence={\\\"fee_original\\\": str(fee_original)},\\n        )\\n        return None\\n    return _insert_ledger_transaction(\\n        conn,\\n        tx_type=\\\"fee\\\",\\n        account_id=account_id,\\n        source_id=source_id,\\n        gross_amount_original=fee_original,\\n        currency=fee_currency,\\n        fx_rate_to_chf=fx_rate_to_chf,\\n        note=note,\\n    )\\n\\n\\ndef record_crypto_transfer(\\n    conn: Connection,\\n    *,\\n    asset_id: str,\\n    from_wallet_id: str,\\n    to_wallet_id: str,\\n    quantity: Decimal,\\n    fee_quantity: Decimal = Decimal(\\\"0\\\"),\\n    tx_hash: str | None = None,\\n    note: str,\\n) -> str:\\n    _ensure_positive(quantity)\\n    if fee_quantity < 0:\\n        raise ValueError(\\\"fee_quantity must be >= 0\\\")\\n    if from_wallet_id == to_wallet_id:\\n        raise ValueError(\\\"source and target wallets must be different\\\")\\n    required = quantity + fee_quantity\\n    available = _current_quantity(conn, from_wallet_id, asset_id)\\n    if available < required:\\n        _critical_negative_alert(conn, from_wallet_id, asset_id, required, available)\\n        raise ValueError(\\\"negative wallet balance blocked\\\")\\n    crypto_txid = _insert_crypto_transaction(\\n        conn,\\n        tx_type=\\\"transfer\\\",\\n        asset_id=asset_id,\\n        quantity=quantity,\\n        fee_quantity=fee_quantity,\\n        from_wallet_id=from_wallet_id,\\n        to_wallet_id=to_wallet_id,\\n        tx_hash=tx_hash,\\n        note=note,\\n    )\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_transactions\\\",\\n        action=\\\"crypto_transfer\\\",\\n        entity_type=\\\"crypto_transaction\\\",\\n        entity_id=crypto_txid,\\n        new_values={\\\"asset_id\\\": asset_id, \\\"from_wallet_id\\\": from_wallet_id, \\\"to_wallet_id\\\": to_wallet_id, \\\"quantity\\\": str(quantity), \\\"fee_quantity\\\": str(fee_quantity)},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return crypto_txid\\n\\n\\ndef record_crypto_buy(\\n    conn: Connection,\\n    *,\\n    account_id: str,\\n    asset_id: str,\\n    to_wallet_id: str,\\n    quantity: Decimal,\\n    gross_amount_original: Decimal,\\n    currency: str,\\n    note: str,\\n    fee_original: Decimal = Decimal(\\\"0\\\"),\\n    fee_currency: str | None = None,\\n    fee_quantity: Decimal = Decimal(\\\"0\\\"),\\n    fx_rate_to_chf: Decimal | None = None,\\n) -> str:\\n    _ensure_positive(quantity)\\n    if fee_quantity < 0 or fee_original < 0:\\n        raise ValueError(\\\"fees must be >= 0\\\")\\n    # Placeholder ID first so ledger can refer to the crypto event; then update link.\\n    provisional = stable_id(\\\"cryptobuy\\\", asset_id, to_wallet_id, quantity, utc_now())\\n    ledger_txid = _insert_ledger_transaction(\\n        conn,\\n        tx_type=\\\"buy\\\",\\n        account_id=account_id,\\n        source_id=provisional,\\n        gross_amount_original=gross_amount_original,\\n        currency=currency,\\n        fx_rate_to_chf=fx_rate_to_chf,\\n        note=note,\\n    )\\n    crypto_txid = _insert_crypto_transaction(\\n        conn,\\n        tx_type=\\\"buy\\\",\\n        asset_id=asset_id,\\n        quantity=quantity,\\n        to_wallet_id=to_wallet_id,\\n        transaction_id=ledger_txid,\\n        gross_amount_original=gross_amount_original,\\n        fee_quantity=fee_quantity,\\n        fee_original=fee_original,\\n        fee_currency=fee_currency,\\n        currency=currency.upper(),\\n        fx_rate_to_chf=fx_rate_to_chf,\\n        note=note,\\n    )\\n    conn.execute(\\\"UPDATE transactions SET source_id=? WHERE transaction_id=?\\\", (crypto_txid, ledger_txid))\\n    _insert_fee_ledger(conn, account_id=account_id, source_id=crypto_txid, fee_original=fee_original, fee_currency=fee_currency, fx_rate_to_chf=fx_rate_to_chf, note=note)\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_transactions\\\",\\n        action=\\\"crypto_buy\\\",\\n        entity_type=\\\"crypto_transaction\\\",\\n        entity_id=crypto_txid,\\n        new_values={\\\"asset_id\\\": asset_id, \\\"to_wallet_id\\\": to_wallet_id, \\\"quantity\\\": str(quantity), \\\"ledger_transaction_id\\\": ledger_txid},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return crypto_txid\\n\\n\\ndef record_crypto_sell(\\n    conn: Connection,\\n    *,\\n    account_id: str,\\n    asset_id: str,\\n    from_wallet_id: str,\\n    quantity: Decimal,\\n    gross_amount_original: Decimal,\\n    currency: str,\\n    note: str,\\n    fee_original: Decimal = Decimal(\\\"0\\\"),\\n    fee_currency: str | None = None,\\n    fee_quantity: Decimal = Decimal(\\\"0\\\"),\\n    fx_rate_to_chf: Decimal | None = None,\\n) -> str:\\n    _ensure_positive(quantity)\\n    if fee_quantity < 0 or fee_original < 0:\\n        raise ValueError(\\\"fees must be >= 0\\\")\\n    required = quantity + fee_quantity\\n    available = _current_quantity(conn, from_wallet_id, asset_id)\\n    if available < required:\\n        _critical_negative_alert(conn, from_wallet_id, asset_id, required, available)\\n        raise ValueError(\\\"negative wallet balance blocked\\\")\\n    provisional = stable_id(\\\"cryptosell\\\", asset_id, from_wallet_id, quantity, utc_now())\\n    ledger_txid = _insert_ledger_transaction(\\n        conn,\\n        tx_type=\\\"partial_sell\\\",\\n        account_id=account_id,\\n        source_id=provisional,\\n        gross_amount_original=gross_amount_original,\\n        fee_original=fee_original,\\n        currency=currency,\\n        fx_rate_to_chf=fx_rate_to_chf,\\n        note=note,\\n    )\\n    crypto_txid = _insert_crypto_transaction(\\n        conn,\\n        tx_type=\\\"sell\\\",\\n        asset_id=asset_id,\\n        quantity=quantity,\\n        from_wallet_id=from_wallet_id,\\n        transaction_id=ledger_txid,\\n        gross_amount_original=gross_amount_original,\\n        fee_quantity=fee_quantity,\\n        fee_original=fee_original,\\n        fee_currency=fee_currency,\\n        currency=currency.upper(),\\n        fx_rate_to_chf=fx_rate_to_chf,\\n        note=note,\\n    )\\n    conn.execute(\\\"UPDATE transactions SET source_id=? WHERE transaction_id=?\\\", (crypto_txid, ledger_txid))\\n    # Sell fee is represented in the sell net amount; do not create a separate fee row.\\n    if fee_original > 0 and not fee_currency:\\n        create_alert(\\n            conn,\\n            priority=\\\"warnung\\\",\\n            category=\\\"crypto\\\",\\n            entity_type=\\\"crypto_transaction\\\",\\n            entity_id=crypto_txid,\\n            rule_id=\\\"crypto_fee_currency_unclear\\\",\\n            message=\\\"Crypto sell fee currency is unclear; fee remains embedded in sell transaction.\\\",\\n            evidence={\\\"fee_original\\\": str(fee_original)},\\n        )\\n    record_audit_event(\\n        conn,\\n        source=\\\"crypto_transactions\\\",\\n        action=\\\"crypto_sell\\\",\\n        entity_type=\\\"crypto_transaction\\\",\\n        entity_id=crypto_txid,\\n        new_values={\\\"asset_id\\\": asset_id, \\\"from_wallet_id\\\": from_wallet_id, \\\"quantity\\\": str(quantity), \\\"ledger_transaction_id\\\": ledger_txid},\\n        user_text_note=note,\\n        confirmed=True,\\n        created_by=\\\"system\\\",\\n    )\\n    conn.commit()\\n    return crypto_txid\\n\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/crypto/transactions.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 13064, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_zd4el2TflgkOZ6fTSSiOJ1eO"
    },
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          "id": "call_LvzPJgQjhBcTvPuUKqnQapyz",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"PYTHONPATH=src pytest tests/unit/test_crypto_core.py -q\",\"timeout\":120,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \".........                                                                [100%]\\n9 passed in 0.08s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_LvzPJgQjhBcTvPuUKqnQapyz"
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      "role": "assistant",
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      "tool_calls": [
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          "id": "call_ohanLLryUN1OyJdhVsLyg9Eb",
          "call_id": "call_ohanLLryUN1OyJdhVsLyg9Eb",
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            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Task 17 Wallet-/Asset-Verwaltung implementieren\",\"id\":\"t17\",\"status\":\"completed\"},{\"content\":\"Task 18 Crypto Holdings aus Initial Snapshot implementieren\",\"id\":\"t18\",\"status\":\"completed\"},{\"content\":\"Task 19 Crypto Transfers implementieren\",\"id\":\"t19\",\"status\":\"completed\"},{\"content\":\"Task 20 Crypto Buy/Sell mit Ledger-Kopplung implementieren\",\"id\":\"t20\",\"status\":\"completed\"},{\"content\":\"Task 21 Crypto Fees implementieren\",\"id\":\"t21\",\"status\":\"completed\"},{\"content\":\"Compile, pytest, Git-Safety, Commit, Push, Rapport\",\"id\":\"verify\",\"status\":\"in_progress\"}]}"
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      "content": "{\"todos\": [{\"id\": \"prep\", \"content\": \"Repo clean/up-to-date prüfen\", \"status\": \"completed\"}, {\"id\": \"tests\", \"content\": \"RED/Tests für Crypto Wallets, Assets, Holdings, Transfers, Buy/Sell, Fees schreiben\", \"status\": \"completed\"}, {\"id\": \"t17\", \"content\": \"Task 17 Wallet-/Asset-Verwaltung implementieren\", \"status\": \"completed\"}, {\"id\": \"t18\", \"content\": \"Task 18 Crypto Holdings aus Initial Snapshot implementieren\", \"status\": \"completed\"}, {\"id\": \"t19\", \"content\": \"Task 19 Crypto Transfers implementieren\", \"status\": \"completed\"}, {\"id\": \"t20\", \"content\": \"Task 20 Crypto Buy/Sell mit Ledger-Kopplung implementieren\", \"status\": \"completed\"}, {\"id\": \"t21\", \"content\": \"Task 21 Crypto Fees implementieren\", \"status\": \"completed\"}, {\"id\": \"verify\", \"content\": \"Compile, pytest, Git-Safety, Commit, Push, Rapport\", \"status\": \"in_progress\"}], \"summary\": {\"total\": 8, \"pending\": 0, \"in_progress\": 1, \"completed\": 7, \"cancelled\": 0}}",
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        {
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      "content": "{\"output\": \"....................................................                     [100%]\\n52 passed in 0.21s\\nGIT_SAFETY_OK\\n M src/jarvis_finance/crypto/assets.py\\n M src/jarvis_finance/crypto/holdings.py\\n M src/jarvis_finance/crypto/transactions.py\\n M src/jarvis_finance/crypto/wallets.py\\n?? tests/unit/test_crypto_core.py\\n src/jarvis_finance/crypto/assets.py       |  74 ++++++\\n src/jarvis_finance/crypto/holdings.py     | 148 ++++++++++++\\n src/jarvis_finance/crypto/transactions.py | 360 ++++++++++++++++++++++++++++++\\n src/jarvis_finance/crypto/wallets.py      |  98 ++++++++\\n 4 files changed, 680 insertions(+)\", \"exit_code\": 0, \"error\": null}",
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    {
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      "reasoning": "**Checking git status**\n\nI need to push my commits, but it seems like a skill patch changed something outside of my repo, which means I can’t commit that. So, I want to check the git status for just my repo first. It’s a good idea to stage a secret scan too, just to be on the safe side. Let’s make sure everything is in order before pushing anything!",
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      "reasoning_content": "**Checking git status**\n\nI need to push my commits, but it seems like a skill patch changed something outside of my repo, which means I can’t commit that. So, I want to check the git status for just my repo first. It’s a good idea to stage a secret scan too, just to be on the safe side. Let’s make sure everything is in order before pushing anything!",
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          "id": "rs_002041bba6e51fe5016a060a982d848191853f919ffd878831",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking git status**\n\nI need to push my commits, but it seems like a skill patch changed something outside of my repo, which means I can’t commit that. So, I want to check the git status for just my repo first. It’s a good idea to stage a secret scan too, just to be on the safe side. Let’s make sure everything is in order before pushing anything!"
            }
          ]
        }
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          }
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      "content": "Erledigt, Sir. Task-Block 17–21 ist implementiert, getestet, committed und auf `main` gepusht — weiterhin strikt synthetisch. Keine echte Coin-/Wallet-Datei, keine echten Wallet-Adressen, keine echten Finanzdaten. Die heilige Datei `260514_ Zusammenstellung aller Coins` blieb unberührt, wie es sich gehört.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `0078253`\n- Commit Message: `feat: add crypto wallet ledger core`\n- Remote vorher: `348714e`\n- Remote nachher: `0078253`\n- Push: erfolgreich\n- Git Status nach Push: `clean`\n- Git-Safety nach Push: `GIT_SAFETY_OK`\n- Getrackte Dateien: `137`\n\n## Implementierte Funktionen\n\n### Task 17 — Crypto Wallets und Assets\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/wallets.py`\n- `src/jarvis_finance/crypto/assets.py`\n\nWallet-Funktionen:\n\n- `create_wallet(...)`\n- `get_wallet(...)`\n- `update_wallet(...)`\n- `deactivate_wallet(...)`\n\nUmgesetzt:\n\n- Wallet anlegen, lesen, aktualisieren, deaktivieren\n- Wallet-Name eindeutig\n- Wallet-Adresse optional\n- keine Wallet-Adresse in Tests oder Fixtures\n- Wallet-Typ validiert gegen:\n  - `Hardware Wallet`\n  - `Software Wallet`\n  - `Exchange`\n  - `Bank/Broker`\n  - `DeFi`\n  - `Sonstiges`\n- Wallet-Änderungen erzeugen Audit-Einträge\n\nCrypto-Asset-Funktionen:\n\n- `create_crypto_asset(...)`\n- `get_crypto_asset(...)`\n\nUmgesetzt:\n\n- Crypto Asset anlegen/lesen\n- CoinGecko-ID empfohlen, aber nicht hart Pflicht\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- Symbol allein wird nicht als eindeutig behandelt\n- Symbolkonflikt erzeugt Warnung für manuelle Auswahl\n- Asset-Erstellung erzeugt Audit-Eintrag\n\n---\n\n### Task 18 — Crypto Holdings aus Initial Snapshot\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/holdings.py`\n\nFunktionen:\n\n- `create_initial_holding_snapshot(...)`\n- `calculate_crypto_holdings(...)`\n\nUmgesetzt:\n\n- initiale Crypto-Holdings aus bestätigten Initial Snapshots\n- Holdings pro Coin und Wallet\n- Gesamtbestand pro Coin über alle Wallets\n- `verification_status`:\n  - `verified`\n  - `stale`\n  - `unverified`\n  - `estimated`\n- `last_verified_at` wird gespeichert\n- Legacy Snapshot Values werden gespeichert:\n  - `legacy_snapshot_value_original`\n  - `legacy_snapshot_value_chf`\n  - `legacy_snapshot_currency`\n  - `legacy_snapshot_date`\n- Legacy Values werden **nicht** als aktuelle Bewertung verwendet\n- aktuelle Bewertung bleibt `None`, bis ein echter Crypto-Pricing-Block existiert\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- Holdings werden aus Snapshots und Crypto-Transaktionen berechnet, nicht still überschrieben\n\n---\n\n### Task 19 — Crypto Transfers\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nFunktion:\n\n- `record_crypto_transfer(...)`\n\nUmgesetzt:\n\n- Transfer Wallet A → Wallet B\n- gleicher Coin\n- Menge muss `> 0` sein\n- Quellwallet und Zielwallet Pflicht\n- Quellwallet und Zielwallet dürfen nicht gleich sein\n- Coin-Fee optional\n- TxHash optional\n- Quellwallet wird reduziert\n- Zielwallet wird erhöht\n- Coin-Fee reduziert Bestand der Quellwallet\n- negativer Wallet-Bestand wird blockiert\n- bei Blockade wird kritischer Alert erzeugt\n- bestätigter Transfer erzeugt Audit-Log\n\n---\n\n### Task 20 — Crypto Buy/Sell mit Ledger-Kopplung\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nFunktionen:\n\n- `record_crypto_buy(...)`\n- `record_crypto_sell(...)`\n\nUmgesetzt:\n\n- Crypto-Kauf erzeugt allgemeine Ledger-Transaktion und referenziert diese in `crypto_transactions.transaction_id`\n- allgemeine Ledger-Transaktion referenziert Crypto-Event über `source_type='crypto'` und `source_id`\n- Crypto-Kauf erhöht Zielwallet-Bestand\n- Crypto-Verkauf reduziert Quellwallet-Bestand\n- Crypto-Verkauf erzeugt allgemeine Ledger-Transaktion\n- Fremdwährung ohne FX wird als:\n  - `fx_status='missing'`\n  - `quality_status='incomplete'`\n  markiert\n- fehlende FX erzeugt kritischen Alert\n- Cash-Auswirkung bleibt mit allgemeinem Ledger konsistent\n- kein automatischer Import echter Exchange-Daten\n\nDesignentscheidung:\n\n- Crypto-Assets werden noch nicht als allgemeine `instruments` modelliert. Die Ledger-Kopplung läuft aktuell über `source_type='crypto'` / `source_id` und nullable `instrument_id`. Das hält MVP sauber und verhindert falsche Vermischung mit Stock-/ETF-Positionslogik.\n\n---\n\n### Task 21 — Crypto Fees\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nUmgesetzt:\n\n- Coin-Fee reduziert Coin-Bestand\n- Fiat-Fee wird als allgemeine Ledger-Gebühr abgebildet\n- Fee-Währung wird in `crypto_transactions.fee_currency` gespeichert\n- Fiat-Fee erzeugt separate allgemeine `transactions`-Zeile vom Typ `fee`\n- Fee wird nicht doppelt gezählt:\n  - Buy-Ledger-Transaction enthält nur den Kaufbetrag\n  - Fiat-Fee liegt separat als Fee-Transaction\n  - Sell-Fee bleibt in der Sell-Netto-Logik eingebettet, keine doppelte Fee-Zeile\n- Fee ist über Crypto-Transaction, allgemeine Ledger-Transaction und Audit nachvollziehbar\n- unklare Fee-Währung erzeugt Datenqualitätswarnung\n\n## Neue/geänderte Dateien\n\nGeändert:\n\n- `src/jarvis_finance/crypto/assets.py`\n- `src/jarvis_finance/crypto/holdings.py`\n- `src/jarvis_finance/crypto/transactions.py`\n- `src/jarvis_finance/crypto/wallets.py`\n\nNeu:\n\n- `tests/unit/test_crypto_core.py`\n\nZusätzlich aktualisiert:\n\n- Finance-System-Skill intern ergänzt:\n  - Alert-Deduplizierung vor produktiver Dashboard-Nutzung\n  - Market-FX für Nicht-CHF-Marktpreise späterer Provider-Block\n  - WAC bleibt MVP-Performance-Logik, nicht Steuerlogik\n\n## Neue Tests\n\nNeue Testdatei:\n\n- `tests/unit/test_crypto_core.py`\n\nAbgedeckt:\n\n- Wallet anlegen\n- Wallet lesen\n- Wallet aktualisieren\n- Wallet deaktivieren\n- doppelter Wallet-Name wird verhindert\n- ungültiger Wallet-Typ wird abgelehnt\n- Crypto Asset mit CoinGecko-ID\n- Crypto Asset ohne CoinGecko-ID erzeugt Warnung\n- Symbolkonflikt erzeugt Warnung\n- Initial Crypto Holding aus Snapshot\n- gleicher Coin auf mehreren Wallets\n- Gesamtbestand pro Coin aggregiert korrekt\n- Legacy Snapshot Value wird nicht als aktuelle Bewertung verwendet\n- Transfer zwischen Wallets\n- Transfer mit Coin-Fee\n- Transfer mit gleicher Quell-/Zielwallet wird abgelehnt\n- Transfer mit zu hohem Betrag wird blockiert und kritisch markiert\n- Crypto Buy mit Fiat erzeugt Ledger-Link\n- Crypto Sell mit Fiat erzeugt Ledger-Link\n- Coin-Fee reduziert Bestand\n- Fiat-Fee erzeugt Ledger-Gebühr\n- bestätigte Crypto-Transaktion erzeugt Audit-Log\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- fehlende FX bei Crypto-Fiat-Transaction erzeugt `missing/incomplete`\n\n## Testergebnis\n\nAusgeführt:\n\n```bash\nPYTHONPATH=src python -m compileall src tests\nPYTHONPATH=src pytest tests -q\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\ngit status\n```\n\nErgebnis:\n\n- Compile: OK\n- Pytest: `52 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: `clean`\n\n## Safety\n\nEingehalten:\n\n- keine echten Finanzdaten\n- keine echte Coin-/Wallet-Datei\n- `260514_ Zusammenstellung aller Coins` nicht verwendet\n- keine echten Wallet-Adressen\n- keine echten Portfolioauszüge\n- keine Tokens/Secrets ins Repo\n- keine Runtime-Daten ins Repo\n- nur synthetische Testdaten und synthetische IDs\n\n## Offene Risiken / Designentscheidungen\n\n- Crypto Valuation ist noch nicht implementiert. Legacy Snapshot Values werden bewusst gespeichert, aber nicht als aktuelle Bewertung verwendet.\n- CoinGecko-ID fehlt aktuell nur als Warnung; spätere Pricing-Pipeline muss diese Warnung für Valuation priorisieren.\n- Crypto Cost Basis / WAC ist noch nicht Teil dieses Blocks. Aktuell geht es um Bestände, Transfers, Fees und Ledger-Kopplung.\n- Crypto Buy/Sell referenziert allgemeine Ledger-Transactions, aber Crypto-Assets sind noch nicht mit `instruments` verschmolzen. Das ist absichtlich konservativ.\n- Overdraft wird aktuell hart blockiert und zusätzlich kritisch markiert. Eine spätere bestätigte Korrektur-Logik kann ergänzt werden, falls echte Migrationen Altbestände erklären müssen.\n- Alert-Deduplizierung ist weiterhin offen und vor produktiver Dashboard-Nutzung wichtig.\n- Fiat-Fee-Handling ist so modelliert, dass Buy-Fee separat als Ledger-Fee geschrieben wird, um Cash nicht doppelt zu belasten.\n\nDamit ist der Crypto-Kern stabil genug, um später eine Mapping- und Dry-Run-Schicht für die echte Coin-/Wallet-Datei zu bauen — aber noch ohne sie anzufassen. Genau die langweilige Disziplin, die verhindert, dass ein Finanzsystem zur Excel-Seance wird.",
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              "text": "Erledigt, Sir. Task-Block 17–21 ist implementiert, getestet, committed und auf `main` gepusht — weiterhin strikt synthetisch. Keine echte Coin-/Wallet-Datei, keine echten Wallet-Adressen, keine echten Finanzdaten. Die heilige Datei `260514_ Zusammenstellung aller Coins` blieb unberührt, wie es sich gehört.\n\n## Push-Status\n\n- Branch: `main`\n- Neuer Commit: `0078253`\n- Commit Message: `feat: add crypto wallet ledger core`\n- Remote vorher: `348714e`\n- Remote nachher: `0078253`\n- Push: erfolgreich\n- Git Status nach Push: `clean`\n- Git-Safety nach Push: `GIT_SAFETY_OK`\n- Getrackte Dateien: `137`\n\n## Implementierte Funktionen\n\n### Task 17 — Crypto Wallets und Assets\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/wallets.py`\n- `src/jarvis_finance/crypto/assets.py`\n\nWallet-Funktionen:\n\n- `create_wallet(...)`\n- `get_wallet(...)`\n- `update_wallet(...)`\n- `deactivate_wallet(...)`\n\nUmgesetzt:\n\n- Wallet anlegen, lesen, aktualisieren, deaktivieren\n- Wallet-Name eindeutig\n- Wallet-Adresse optional\n- keine Wallet-Adresse in Tests oder Fixtures\n- Wallet-Typ validiert gegen:\n  - `Hardware Wallet`\n  - `Software Wallet`\n  - `Exchange`\n  - `Bank/Broker`\n  - `DeFi`\n  - `Sonstiges`\n- Wallet-Änderungen erzeugen Audit-Einträge\n\nCrypto-Asset-Funktionen:\n\n- `create_crypto_asset(...)`\n- `get_crypto_asset(...)`\n\nUmgesetzt:\n\n- Crypto Asset anlegen/lesen\n- CoinGecko-ID empfohlen, aber nicht hart Pflicht\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- Symbol allein wird nicht als eindeutig behandelt\n- Symbolkonflikt erzeugt Warnung für manuelle Auswahl\n- Asset-Erstellung erzeugt Audit-Eintrag\n\n---\n\n### Task 18 — Crypto Holdings aus Initial Snapshot\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/holdings.py`\n\nFunktionen:\n\n- `create_initial_holding_snapshot(...)`\n- `calculate_crypto_holdings(...)`\n\nUmgesetzt:\n\n- initiale Crypto-Holdings aus bestätigten Initial Snapshots\n- Holdings pro Coin und Wallet\n- Gesamtbestand pro Coin über alle Wallets\n- `verification_status`:\n  - `verified`\n  - `stale`\n  - `unverified`\n  - `estimated`\n- `last_verified_at` wird gespeichert\n- Legacy Snapshot Values werden gespeichert:\n  - `legacy_snapshot_value_original`\n  - `legacy_snapshot_value_chf`\n  - `legacy_snapshot_currency`\n  - `legacy_snapshot_date`\n- Legacy Values werden **nicht** als aktuelle Bewertung verwendet\n- aktuelle Bewertung bleibt `None`, bis ein echter Crypto-Pricing-Block existiert\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- Holdings werden aus Snapshots und Crypto-Transaktionen berechnet, nicht still überschrieben\n\n---\n\n### Task 19 — Crypto Transfers\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nFunktion:\n\n- `record_crypto_transfer(...)`\n\nUmgesetzt:\n\n- Transfer Wallet A → Wallet B\n- gleicher Coin\n- Menge muss `> 0` sein\n- Quellwallet und Zielwallet Pflicht\n- Quellwallet und Zielwallet dürfen nicht gleich sein\n- Coin-Fee optional\n- TxHash optional\n- Quellwallet wird reduziert\n- Zielwallet wird erhöht\n- Coin-Fee reduziert Bestand der Quellwallet\n- negativer Wallet-Bestand wird blockiert\n- bei Blockade wird kritischer Alert erzeugt\n- bestätigter Transfer erzeugt Audit-Log\n\n---\n\n### Task 20 — Crypto Buy/Sell mit Ledger-Kopplung\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nFunktionen:\n\n- `record_crypto_buy(...)`\n- `record_crypto_sell(...)`\n\nUmgesetzt:\n\n- Crypto-Kauf erzeugt allgemeine Ledger-Transaktion und referenziert diese in `crypto_transactions.transaction_id`\n- allgemeine Ledger-Transaktion referenziert Crypto-Event über `source_type='crypto'` und `source_id`\n- Crypto-Kauf erhöht Zielwallet-Bestand\n- Crypto-Verkauf reduziert Quellwallet-Bestand\n- Crypto-Verkauf erzeugt allgemeine Ledger-Transaktion\n- Fremdwährung ohne FX wird als:\n  - `fx_status='missing'`\n  - `quality_status='incomplete'`\n  markiert\n- fehlende FX erzeugt kritischen Alert\n- Cash-Auswirkung bleibt mit allgemeinem Ledger konsistent\n- kein automatischer Import echter Exchange-Daten\n\nDesignentscheidung:\n\n- Crypto-Assets werden noch nicht als allgemeine `instruments` modelliert. Die Ledger-Kopplung läuft aktuell über `source_type='crypto'` / `source_id` und nullable `instrument_id`. Das hält MVP sauber und verhindert falsche Vermischung mit Stock-/ETF-Positionslogik.\n\n---\n\n### Task 21 — Crypto Fees\n\nImplementiert in:\n\n- `src/jarvis_finance/crypto/transactions.py`\n\nUmgesetzt:\n\n- Coin-Fee reduziert Coin-Bestand\n- Fiat-Fee wird als allgemeine Ledger-Gebühr abgebildet\n- Fee-Währung wird in `crypto_transactions.fee_currency` gespeichert\n- Fiat-Fee erzeugt separate allgemeine `transactions`-Zeile vom Typ `fee`\n- Fee wird nicht doppelt gezählt:\n  - Buy-Ledger-Transaction enthält nur den Kaufbetrag\n  - Fiat-Fee liegt separat als Fee-Transaction\n  - Sell-Fee bleibt in der Sell-Netto-Logik eingebettet, keine doppelte Fee-Zeile\n- Fee ist über Crypto-Transaction, allgemeine Ledger-Transaction und Audit nachvollziehbar\n- unklare Fee-Währung erzeugt Datenqualitätswarnung\n\n## Neue/geänderte Dateien\n\nGeändert:\n\n- `src/jarvis_finance/crypto/assets.py`\n- `src/jarvis_finance/crypto/holdings.py`\n- `src/jarvis_finance/crypto/transactions.py`\n- `src/jarvis_finance/crypto/wallets.py`\n\nNeu:\n\n- `tests/unit/test_crypto_core.py`\n\nZusätzlich aktualisiert:\n\n- Finance-System-Skill intern ergänzt:\n  - Alert-Deduplizierung vor produktiver Dashboard-Nutzung\n  - Market-FX für Nicht-CHF-Marktpreise späterer Provider-Block\n  - WAC bleibt MVP-Performance-Logik, nicht Steuerlogik\n\n## Neue Tests\n\nNeue Testdatei:\n\n- `tests/unit/test_crypto_core.py`\n\nAbgedeckt:\n\n- Wallet anlegen\n- Wallet lesen\n- Wallet aktualisieren\n- Wallet deaktivieren\n- doppelter Wallet-Name wird verhindert\n- ungültiger Wallet-Typ wird abgelehnt\n- Crypto Asset mit CoinGecko-ID\n- Crypto Asset ohne CoinGecko-ID erzeugt Warnung\n- Symbolkonflikt erzeugt Warnung\n- Initial Crypto Holding aus Snapshot\n- gleicher Coin auf mehreren Wallets\n- Gesamtbestand pro Coin aggregiert korrekt\n- Legacy Snapshot Value wird nicht als aktuelle Bewertung verwendet\n- Transfer zwischen Wallets\n- Transfer mit Coin-Fee\n- Transfer mit gleicher Quell-/Zielwallet wird abgelehnt\n- Transfer mit zu hohem Betrag wird blockiert und kritisch markiert\n- Crypto Buy mit Fiat erzeugt Ledger-Link\n- Crypto Sell mit Fiat erzeugt Ledger-Link\n- Coin-Fee reduziert Bestand\n- Fiat-Fee erzeugt Ledger-Gebühr\n- bestätigte Crypto-Transaktion erzeugt Audit-Log\n- fehlende CoinGecko-ID erzeugt Datenqualitätswarnung\n- fehlende FX bei Crypto-Fiat-Transaction erzeugt `missing/incomplete`\n\n## Testergebnis\n\nAusgeführt:\n\n```bash\nPYTHONPATH=src python -m compileall src tests\nPYTHONPATH=src pytest tests -q\nPYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .\ngit status\n```\n\nErgebnis:\n\n- Compile: OK\n- Pytest: `52 passed`\n- Git-Safety: `GIT_SAFETY_OK`\n- Git Status: `clean`\n\n## Safety\n\nEingehalten:\n\n- keine echten Finanzdaten\n- keine echte Coin-/Wallet-Datei\n- `260514_ Zusammenstellung aller Coins` nicht verwendet\n- keine echten Wallet-Adressen\n- keine echten Portfolioauszüge\n- keine Tokens/Secrets ins Repo\n- keine Runtime-Daten ins Repo\n- nur synthetische Testdaten und synthetische IDs\n\n## Offene Risiken / Designentscheidungen\n\n- Crypto Valuation ist noch nicht implementiert. Legacy Snapshot Values werden bewusst gespeichert, aber nicht als aktuelle Bewertung verwendet.\n- CoinGecko-ID fehlt aktuell nur als Warnung; spätere Pricing-Pipeline muss diese Warnung für Valuation priorisieren.\n- Crypto Cost Basis / WAC ist noch nicht Teil dieses Blocks. Aktuell geht es um Bestände, Transfers, Fees und Ledger-Kopplung.\n- Crypto Buy/Sell referenziert allgemeine Ledger-Transactions, aber Crypto-Assets sind noch nicht mit `instruments` verschmolzen. Das ist absichtlich konservativ.\n- Overdraft wird aktuell hart blockiert und zusätzlich kritisch markiert. Eine spätere bestätigte Korrektur-Logik kann ergänzt werden, falls echte Migrationen Altbestände erklären müssen.\n- Alert-Deduplizierung ist weiterhin offen und vor produktiver Dashboard-Nutzung wichtig.\n- Fiat-Fee-Handling ist so modelliert, dass Buy-Fee separat als Ledger-Fee geschrieben wird, um Cash nicht doppelt zu belasten.\n\nDamit ist der Crypto-Kern stabil genug, um später eine Mapping- und Dry-Run-Schicht für die echte Coin-/Wallet-Datei zu bauen — aber noch ohne sie anzufassen. Genau die langweilige Disziplin, die verhindert, dass ein Finanzsystem zur Excel-Seance wird."
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      "content": "Review the conversation above and update the skill library. Be ACTIVE — most sessions produce at least one skill update, even if small. A pass that does nothing is a missed learning opportunity, not a neutral outcome.\n\nTarget shape of the library: CLASS-LEVEL skills, each with a rich SKILL.md and a `references/` directory for session-specific detail. Not a long flat list of narrow one-session-one-skill entries. This shapes HOW you update, not WHETHER you update.\n\nSignals to look for (any one of these warrants action):\n  • User corrected your style, tone, format, legibility, or verbosity. Frustration signals like 'stop doing X', 'this is too verbose', 'don't format like this', 'why are you explaining', 'just give me the answer', 'you always do Y and I hate it', or an explicit 'remember this' are FIRST-CLASS skill signals, not just memory signals. Update the relevant skill(s) to embed the preference so the next session starts already knowing.\n  • User corrected your workflow, approach, or sequence of steps. Encode the correction as a pitfall or explicit step in the skill that governs that class of task.\n  • Non-trivial technique, fix, workaround, debugging path, or tool-usage pattern emerged that a future session would benefit from. Capture it.\n  • A skill that got loaded or consulted this session turned out to be wrong, missing a step, or outdated. Patch it NOW.\n\nPreference order — prefer the earliest action that fits, but do pick one when a signal above fired:\n  1. UPDATE A CURRENTLY-LOADED SKILL. Look back through the conversation for skills the user loaded via /skill-name or you read via skill_view. If any of them covers the territory of the new learning, PATCH that one first. It is the skill that was in play, so it's the right one to extend.\n  2. UPDATE AN EXISTING UMBRELLA (via skills_list + skill_view). If no loaded skill fits but an existing class-level skill does, patch it. Add a subsection, a pitfall, or broaden a trigger.\n  3. ADD A SUPPORT FILE under an existing umbrella. Skills can be packaged with three kinds of support files — use the right directory per kind:\n     • `references/<topic>.md` — session-specific detail (error transcripts, reproduction recipes, provider quirks) AND condensed knowledge banks: quoted research, API docs, external authoritative excerpts, or domain notes you found while working on the problem. Write it concise and for the value of the task, not as a full mirror of upstream docs.\n     • `templates/<name>.<ext>` — starter files meant to be copied and modified (boilerplate configs, scaffolding, a known-good example the agent can `reproduce with modifications`).\n     • `scripts/<name>.<ext>` — statically re-runnable actions the skill can invoke directly (verification scripts, fixture generators, deterministic probes, anything the agent should run rather than hand-type each time).\n     Add support files via skill_manage action=write_file with file_path starting 'references/', 'templates/', or 'scripts/'. The umbrella's SKILL.md should gain a one-line pointer to any new support file so future agents know it exists.\n  4. CREATE A NEW CLASS-LEVEL UMBRELLA SKILL when no existing skill covers the class. The name MUST be at the class level. The name MUST NOT be a specific PR number, error string, feature codename, library-alone name, or 'fix-X / debug-Y / audit-Z-today' session artifact. If the proposed name only makes sense for today's task, it's wrong — fall back to (1), (2), or (3).\n\nUser-preference embedding (important): when the user expressed a style/format/workflow preference, the update belongs in the SKILL.md body, not just in memory. Memory captures 'who the user is and what the current situation and state of your operations are'; skills capture 'how to do this class of task for this user'. When they complain about how you handled a task, the skill that governs that task needs to carry the lesson.\n\nIf you notice two existing skills that overlap, note it in your reply — the background curator handles consolidation at scale.\n\nDo NOT capture (these become persistent self-imposed constraints that bite you later when the environment changes):\n  • Environment-dependent failures: missing binaries, fresh-install errors, post-migration path mismatches, 'command not found', unconfigured credentials, uninstalled packages. The user can fix these — they are not durable rules.\n  • Negative claims about tools or features ('browser tools do not work', 'X tool is broken', 'cannot use Y from execute_code'). These harden into refusals the agent cites against itself for months after the actual problem was fixed.\n  • Session-specific transient errors that resolved before the conversation ended. If retrying worked, the lesson is the retry pattern, not the original failure.\n  • One-off task narratives. A user asking 'summarize today's market' or 'analyze this PR' is not a class of work that warrants a skill.\n\nIf a tool failed because of setup state, capture the FIX (install command, config step, env var to set) under an existing setup or troubleshooting skill — never 'this tool does not work' as a standalone constraint.\n\n'Nothing to save.' is a real option but should NOT be the default. If the session ran smoothly with no corrections and produced no new technique, just say 'Nothing to save.' and stop. Otherwise, act."
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      "reasoning_content": "**Updating skill features**\n\nI need to update the skill library and manage finance skills. The relevant finance skill has been partially patched already, but I should consider adding a reference for the crypto block and update the SKILL.md pointer. I recall that the finance skill should include crypto rules and utilize the skill_manage tool. I also think I might need to view the current finance skill after the prior patch before proceeding with additional actions.",
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            "arguments": "{\"action\":\"write_file\",\"name\":\"finance-system-architecture\",\"file_path\":\"references/mvp-crypto-wallet-ledger.md\",\"file_content\":\"# MVP Crypto Wallet Ledger Core (Tasks 17–21)\\n\\nUse this reference when extending the FinanceManager crypto subsystem before any real coin/wallet file is mapped or imported.\\n\\n## Safety boundary\\n\\n- Use only synthetic fixtures until the crypto core, mapper, and dry-run flow are verified.\\n- Do not import or inspect real wallet/coin files during core implementation.\\n- Do not commit wallet addresses, exchange exports, portfolio CSVs, PDFs, DBs, runtime data, or credentials.\\n- Real crypto files are initial-snapshot/mapping inputs only after explicit user approval and a dry-run importer exists.\\n\\n## Wallets\\n\\n- Wallet name is unique.\\n- Wallet address is optional; tests/fixtures must not contain real addresses.\\n- Valid wallet types: `Hardware Wallet`, `Software Wallet`, `Exchange`, `Bank/Broker`, `DeFi`, `Sonstiges`.\\n- Wallet create/update/deactivate actions should be auditable.\\n\\n## Crypto assets\\n\\n- CoinGecko ID is strongly recommended but not hard-required.\\n- Missing CoinGecko ID creates a data-quality warning because valuation cannot be reliable.\\n- Symbol alone is not unique; symbol conflicts should create a warning/manual-selection requirement rather than silently merging assets.\\n\\n## Initial holdings\\n\\n- Initial crypto holdings are confirmed snapshots, not fabricated trade history.\\n- Calculate/control holdings by wallet + asset from initial snapshots plus crypto transactions; do not silently overwrite current holdings.\\n- Store legacy snapshot values for provenance/control only. Never use legacy values as current valuation.\\n- Track `verification_status`: `verified`, `stale`, `unverified`, `estimated`.\\n- Store/consider `last_verified_at`.\\n\\n## Transfers\\n\\n- Transfer requires source wallet, target wallet, same asset, and quantity > 0.\\n- Source and target wallet must differ.\\n- TxHash is optional.\\n- Coin fee is optional and reduces the source-wallet coin balance when paid in the transferred coin.\\n- Negative wallet balance should be blocked, or only allowed as an explicit confirmed correction with critical alert. MVP blocks and raises critical alert.\\n- Confirmed transfers create audit entries.\\n\\n## Buy/sell with ledger coupling\\n\\n- Crypto buy/sell with fiat/CHF impact must create or reference a general ledger transaction.\\n- Use `source_type='crypto'` and `source_id=<crypto_transaction_id>` to keep cash ledger consistency.\\n- Buy increases target wallet balance.\\n- Sell reduces source wallet balance.\\n- Foreign currency requires FX; if missing, set `fx_status='missing'` and `quality_status='incomplete'`, and create a critical data-quality alert.\\n- Do not automatically import real exchange data in this block.\\n\\n## Fees\\n\\n- Coin fee reduces coin balance.\\n- Fiat fee is represented in the general ledger as a fee transaction when the fee currency is clear.\\n- Store fee currency explicitly.\\n- Avoid double counting: if sell net amount already includes fee, do not create a second fee ledger row for the same economic fee.\\n- Unclear fee currency creates a data-quality warning rather than inventing treatment.\\n- Fee history must be traceable through crypto transaction, ledger transaction where applicable, and audit/log entries.\\n\\n## Tests to preserve\\n\\nAt minimum cover:\\n\\n- wallet create/read/update/deactivate and duplicate-name rejection\\n- asset with CoinGecko ID\\n- asset without CoinGecko ID warning\\n- symbol conflict warning/manual selection\\n- initial holdings per wallet and aggregate by asset\\n- legacy snapshot value not used as current valuation\\n- transfer, transfer with coin fee, same-wallet rejection, overdraft block/critical alert\\n- buy/sell create ledger links and update wallet balances\\n- coin fee reduces balance\\n- fiat fee creates general ledger fee when unambiguous\\n- confirmed crypto actions create audit entries\\n- missing FX marks ledger incomplete\\n\"}"
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            "arguments": "{\"action\":\"patch\",\"name\":\"finance-system-architecture\",\"old_string\":\"See `references/spec-v0.2-decisions.md` for the baseline, `references/spec-v0.3-decisions.md` for the priority update, `references/spec-v0.4-implementation-blueprint.md` for the MVP 1 technical implementation blueprint, `references/spec-v0.4.1-corrections.md` for accepted corrections, `references/spec-v0.5-repo-blueprint.md` for the concrete repo/implementation plan, `references/mvp-safety-gate-implementation.md` for the implementation safety-gate sequence and verification commands, `references/mvp-import-pipeline-tasks-9-13.md` for the synthetic CSV import/FX/transaction pipeline pattern, and `references/mvp-ledger-cash-wac-positions.md` for cash/WAC/position ledger calculation rules and tests. Key decisions:\",\"new_string\":\"See `references/spec-v0.2-decisions.md` for the baseline, `references/spec-v0.3-decisions.md` for the priority update, `references/spec-v0.4-implementation-blueprint.md` for the MVP 1 technical implementation blueprint, `references/spec-v0.4.1-corrections.md` for accepted corrections, `references/spec-v0.5-repo-blueprint.md` for the concrete repo/implementation plan, `references/mvp-safety-gate-implementation.md` for the implementation safety-gate sequence and verification commands, `references/mvp-import-pipeline-tasks-9-13.md` for the synthetic CSV import/FX/transaction pipeline pattern, `references/mvp-ledger-cash-wac-positions.md` for cash/WAC/position ledger calculation rules and tests, and `references/mvp-crypto-wallet-ledger.md` for crypto wallet/assets/holdings/transfers/buy-sell/fee MVP rules. Key decisions:\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_manage",
      "content": "{\"success\": true, \"message\": \"Patched SKILL.md in skill 'finance-system-architecture' (1 replacement).\"}",
      "tool_call_id": "call_m2L5jZvfsXt0U5DcEPPnTFQz"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
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          "id": "call_BoVqmD3LLhcSOvh9ruyeCbno",
          "call_id": "call_BoVqmD3LLhcSOvh9ruyeCbno",
          "response_item_id": "fc_002041bba6e51fe5016a060b01841481919304d4e91397d86d",
          "type": "function",
          "function": {
            "name": "skill_manage",
            "arguments": "{\"action\":\"patch\",\"name\":\"finance-system-architecture\",\"new_string\":\"## 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.\\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\\n## Income/tax rules\",\"old_string\":\"## Income/tax rules\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "skill_manage",
      "content": "{\"success\": true, \"message\": \"Patched SKILL.md in skill 'finance-system-architecture' (1 replacement).\"}",
      "tool_call_id": "call_BoVqmD3LLhcSOvh9ruyeCbno"
    },
    {
      "role": "assistant",
      "content": "Skill library updated.\n\n- Patched existing loaded umbrella skill: `finance-system-architecture`\n- Added reference file:\n  - `references/mvp-crypto-wallet-ledger.md`\n- Updated `SKILL.md` to:\n  - link the new crypto MVP reference\n  - add durable Crypto MVP rules for wallets, assets, holdings, transfers, buy/sell ledger coupling, fees, warnings, and safety boundaries\n- Also preserved the earlier accepted notes inside the finance skill:\n  - alert deduplication before productive dashboard use\n  - Market-FX for non-CHF market prices in later provider block\n  - WAC remains MVP performance logic, not tax logic\n\nNo new narrow one-off skill created; this was folded into the existing class-level finance-system architecture skill, as requested.",
      "reasoning": null,
      "finish_reason": "stop",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Skill library updated.\n\n- Patched existing loaded umbrella skill: `finance-system-architecture`\n- Added reference file:\n  - `references/mvp-crypto-wallet-ledger.md`\n- Updated `SKILL.md` to:\n  - link the new crypto MVP reference\n  - add durable Crypto MVP rules for wallets, assets, holdings, transfers, buy/sell ledger coupling, fees, warnings, and safety boundaries\n- Also preserved the earlier accepted notes inside the finance skill:\n  - alert deduplication before productive dashboard use\n  - Market-FX for non-CHF market prices in later provider block\n  - WAC remains MVP performance logic, not tax logic\n\nNo new narrow one-off skill created; this was folded into the existing class-level finance-system architecture skill, as requested."
            }
          ],
          "id": "msg_002041bba6e51fe5016a060b0a05708191b4b570b95dc11a8b",
          "phase": "final_answer"
        }
      ]
    }
  ]
}