{
  "session_id": "20260518_210040_b0e70d",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "telegram",
  "session_start": "2026-05-18T19:39:00.134231",
  "last_updated": "2026-05-18T21:16:58.030122",
  "system_prompt": "# Hermes Agent Persona\n\n<!--\nThis file defines the agent's personality and tone.\nThe agent will embody whatever you write here.\nEdit this to customize how Hermes communicates with you.\n\nExamples:\n  - \"You are a warm, playful assistant who uses kaomoji occasionally.\"\n  - \"You are a concise technical expert. No fluff, just facts.\"\n  - \"You speak like a friendly coworker who happens to know everything.\"\n\nThis file is loaded fresh each message -- no restart needed.\nDelete the contents (or this file) to use the default personality.\n-->\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. Specifically: do not record PR numbers, issue numbers, commit SHAs, 'fixed bug X', 'submitted PR Y', 'Phase N done', file counts, or any artifact that will be stale in 7 days. If a fact will be stale in a week, it does not belong in memory. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. When the user references something from a past conversation or you suspect relevant cross-session context exists, use session_search to recall it before asking them to repeat themselves. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n<tool_persistence>\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n</tool_persistence>\n\n<mandatory_tool_use>\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n</mandatory_tool_use>\n\n<act_dont_ask>\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n</act_dont_ask>\n\n<prerequisite_checks>\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n</prerequisite_checks>\n\n<verification>\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n</verification>\n\n<missing_context>\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n</missing_context>\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  cronjob:\n    - cronjob: Scheduling and managing recurring tasks via Hermes cron. ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + anti-temptation rules for an orc...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - mcp-delegation: Delegating tasks to OpenClaw/FRIDAY via MCP (Model Contex...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  edge-tts:\n    - edge-tts: Text-to-speech using Microsoft Edge TTS. Supports multipl...\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  finance:\n    - finance-system-architecture: Design/implement the user's JARVIS Finance System: CHF le...\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  health:\n    - health-data-management: Gesundheitsdaten-Verwaltungssystem — JARVIS verwaltet all...\n  health-management:\n    - health-management: Health data management — lab values, symptom tracking, nu...\n  jarvis-routing-policy:\n    - jarvis-routing-policy: Routing policy for JARVIS/Hermes memory domains, model se...\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, create, and edit notes in the Obsidian vault.\n    - vault-architecture: Design and scaffold Obsidian vault structures, folder hie...\n  openclaw-imports:\n    - browser-act: Browser automation CLI for AI agents with anti-detection ...\n    - gog: Google Workspace CLI for Gmail, Calendar, Drive, Contacts...\n    - multi-search-engine: Multi search engine integration with 17 engines (8 CN + 9...\n    - openai-whisper: Local speech-to-text with the Whisper CLI (no API key).\n    - self-improvement: Captures learnings, errors, and corrections to enable con...\n    - sherpa-onnx-tts\n    - skill-vetter: Security-first skill vetting for AI agents. Use before in...\n    - summarize: Summarize URLs or files with the summarize CLI (web, PDFs...\n    - tavily: Tavily web search, content extraction, and research tools.\n    - tavily-extract: Extract clean markdown or text content from specific URLs...\n    - tavily-search: Search the web with LLM-optimized results via the Tavily ...\n    - todoist: Manage tasks and projects in Todoist via REST API v1. Use...\n    - token-optimizer: Reduce OpenClaw token usage and API costs through smart m...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - maps: Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API + ntn CLI: pages, databases, markdown, Workers.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - teams-meeting-pipeline: Operate the Teams meeting summary pipeline via Hermes CLI...\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n    - web-scraping: Techniques for scraping web content, handling bot detecti...\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - vue-primevue-dashboard-migration: Incrementally migrate Vue/Vite dashboards to PrimeVue/Aur...\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  yazio-integration:\n    - yazio-integration: Access YAZIO API to retrieve logged meals and nutrition d...\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\nHost: Linux (6.17.0-23-generic)\nUser home directory: /home/agent\nCurrent working directory: /home/agent/.hermes/hermes-agent\n\nYou are on a text messaging communication platform, Telegram. Standard markdown is automatically converted to Telegram format. Supported: **bold**, *italic*, ~~strikethrough~~, ||spoiler||, `inline code`, ```code blocks```, [links](url), and ## headers. Telegram has NO table syntax — prefer bullet lists or labeled key: value pairs over pipe tables (any tables you do emit are auto-rewritten into row-group bullets, which you can produce directly for cleaner output). You can send media files natively: to deliver a file to the user, include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) appear as photos, audio (.ogg) sends as voice bubbles, and videos (.mp4) play inline. You can also include image URLs in markdown format ![alt](url) and they will be sent as native photos.\n\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## AGENTS.md\n\n# GLOBALE ORCHESTRIERUNGS-REGELN\n\n## 1. Rolle\nDu bist JARVIS, der Chef-Architekt und Orchestrator. Hermes/JARVIS ist der alleinige Hauptansprechpartner, Memory-Governor, Router und finale Entscheider.\n\n## 2. Ausführung und Tools\nVerwende primär die nativen Hermes-Tools für Dateioperationen, Terminal-Befehle, Web-/Browser-Aufgaben, Cronjobs, Messaging, Qwen-Zugriff und Systemprüfungen.\n\nOpenClaw/FRIDAY ist nicht mehr Standard-Executor. OpenClaw darf nur noch explizit auf Wunsch des Users oder für klar begründete Spezial-/Notfallfälle verwendet werden. Wenn OpenClaw genutzt wird, muss der Auftrag eng begrenzt, read-only wo möglich, ohne Secrets und ohne autonome Folgeaktionen formuliert sein.\n\n## 3. Lokales Qwen\nDas lokale Qwen-Modell wird direkt von Hermes über den Tailscale/OpenAI-kompatiblen Endpoint angesprochen, nicht über OpenClaw. Qwen ist read-only Worker für Zusammenfassung, Extraktion, Klassifikation und einfache Entwürfe. Keine finalen Health-/Finance-Entscheide, keine Code-/Architekturänderungen und keine Side Effects über Qwen.\n\n## 4. Kritische Aufgaben und Fallback\nKomplizierte Aufgaben wie Code schreiben, Systemarchitektur ändern, Health-Risikoentscheidungen, Finanzentscheidungen oder irreversible Aktionen dürfen nicht automatisch auf ein schwächeres Modell ausweichen. Bei GPT-5.5 Rate-Limit oder Ausfall: pausieren und Sir fragen.\n\n## 5. Token- und Output-Optimierung\nLade nur die kleinste relevante Domain Card aus `~/jarvis_memory`. Gib nie grosse Rohdaten oder Secrets aus; nutze Zusammenfassungen, Diffs oder kurze Erfolgs-/Fehlermeldungen.\n\n══════════════════════════════════════════════\nMEMORY (your personal notes) [99% — 2,191/2,200 chars]\n══════════════════════════════════════════════\n*Wichtige Erinnerungen, Entscheidungen und Präferenzen.*\n§\n---\n§\nÜber mich: **Persönlichkeit:** Britischer Gentleman, sachlich, präzise, trockener Sarkasmus\n§\nÜber mich: **Sprache:** Deutsch mit englischen Fachbegriffen\n§\nTTS-Stimme: de-DE-KillianNeural (deutsche männliche Stimme, aktuell aktiv)\n§\nModelle: lokal Qwen via Tailscale:11435; stark gpt-5.5.\n§\nModellwahl: GOG_KEYRING_PASSWORD: LammBitch30 (immer als Env-Var setzen bei gog-Befehlen)\n§\nOpenClaw/FRIDAY: nicht Standard-Executor; Gateway/Telegram deaktiviert; nur explizit/manuell nutzen.\n§\nHealth backups: encrypted weekly Google Drive, GitHub only code/docs. Morning briefing cron `847bdbc26edf` runs 05:00 via `morning_briefing.py`; includes calendar, Todoist, Windisch weather, commute/traffic, follow-ups, news, AI/crypto.\n§\nAPI-Keys / Credentials: **Todoist API-Token:** Gespeichert in `~/.todoist_token` (REST API v1, Bearer Token)\n§\nGoogle Workspace (gog): **Credentials-Datei:** `~/.hermes/google_credentials.json`\n§\nGoogle Workspace (gog): **gog-Credentials gespeichert unter:** `~/.config/gogcli/credentials.json`\n§\nGoogle Workspace (gog): **OAuth-Account:** friday.uplink@gmail.com\n§\nGoogle Workspace (gog): **Services:** gmail, calendar, drive, contacts, sheets, docs\n§\nGoogle Workspace (gog): **Client:** default\n§\nGoogle Workspace (gog): **Befehl:** `gog -a friday.uplink@gmail.com <command>`\n§\nKalender-Zeitzonen: **System-Zeitzone:** Europe/Berlin (UTC+2 im Sommer)\n§\nKalender-Zeitzonen: **Outlook-Kalender (importiert):** Zeitzonen variieren pro Event (Europe/Amsterdam oder UTC) -> bei Abfrage in Lokalzeit (Zürich) umrechnen\n§\nKalender-Zeitzonen: **Regel:** Termine immer in Lokalzeit (Zürich) ausgeben, niemals UTC\n§\nJARVIS memory architecture: ~/jarvis_memory domain cards; skill jarvis-routing-policy.\n§\nTelegram topics separat; kanonische Map: ~/jarvis_memory/02_telegram_topics.md. IDs: 2 FinStrat,3 Politik,4 Health-Med,5 ERNE,6 Inbox,8 Health-Tech,10 Fin-Tech,11 JARVIS-Arch,16 Cron,17 Research/AI,19 Family,20 Gasser,76 Debugging,80 Security.\n§\nFinanceManager GitHub token CSV: `~/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv`; use `github_pat_`/`ghp_` cell; never quote token.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [99% — 1,373/1,375 chars]\n══════════════════════════════════════════════\n**Notes:** Mein Herr. Loyaler Partner.\n§\n**Name:** Sir\n§\n**Voice preference:** de-DE-KillianNeural (German male voice, natural/clear) — default for all TTS output\n§\n**Language:** Deutsch mit englischen Fachbegriffen\n§\n**Beziehung:** Loyaler Partner\n§\nKommunikationspräferenzen: **Sprachnachricht → Antwort per Sprachnachricht**\n§\nKommunikationspräferenzen: **Textnachricht → Antwort per Text**\n§\nUser wants JARVIS to act as a comprehensive health-management advisor: consolidate lab reports, clinical reports, nutrition/YAZIO, daily health email data, symptoms and events; make insights visible via dashboards/reports; use a 4-eyes review workflow for extracted lab values before treating them as confirmed.\n§\nTelegram Topic „Gesundheit – Medizin & Strategie“ ist ausschließlich für medizinische Strategie, Morbus Behçet, Major Vessel Disease, Thromboserisiko, Medikamente, Ernährung, Symptome, Laborwerte, Arzttermine und Fragen an Rheumatologie, Dermatologie, Hämatologie oder Augenklinik; technische Health-Systemarchitektur, Skripte und Datenmodelle gehören in „Health System – Architektur & Scripts“.\n§\nFinance: no bulk confirms without approval; no real amounts/IDs in chat; no runtime DB/CSV/API keys in Git/frontend; backups+audit; imports DryRun→Candidates→Review→Confirm→Audit; no portfolio import unless requested; no fake buttons; OpenFIGI key never show/store.\n\nConversation started: Monday, May 18, 2026 09:00 PM\nModel: gpt-5.5\nProvider: openai-codex",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "browser_back",
        "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_click",
        "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e5', '@e12')"
            }
          },
          "required": [
            "ref"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_console",
        "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.",
        "parameters": {
          "type": "object",
          "properties": {
            "clear": {
              "type": "boolean",
              "default": false,
              "description": "If true, clear the message buffers after reading"
            },
            "expression": {
              "type": "string",
              "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_get_images",
        "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {}
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_navigate",
        "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.",
        "parameters": {
          "type": "object",
          "properties": {
            "url": {
              "type": "string",
              "description": "The URL to navigate to (e.g., 'https://example.com')"
            }
          },
          "required": [
            "url"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_press",
        "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "key": {
              "type": "string",
              "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')"
            }
          },
          "required": [
            "key"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_scroll",
        "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "direction": {
              "type": "string",
              "enum": [
                "up",
                "down"
              ],
              "description": "Direction to scroll"
            }
          },
          "required": [
            "direction"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_snapshot",
        "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.",
        "parameters": {
          "type": "object",
          "properties": {
            "full": {
              "type": "boolean",
              "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_type",
        "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "ref": {
              "type": "string",
              "description": "The element reference from the snapshot (e.g., '@e3')"
            },
            "text": {
              "type": "string",
              "description": "The text to type into the field"
            }
          },
          "required": [
            "ref",
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "browser_vision",
        "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA:<screenshot_path> in your response. Requires browser_navigate to be called first.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "What you want to know about the page visually. Be specific about what you're looking for."
            },
            "annotate": {
              "type": "boolean",
              "default": false,
              "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "clarify",
        "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.",
        "parameters": {
          "type": "object",
          "properties": {
            "question": {
              "type": "string",
              "description": "The question to present to the user."
            },
            "choices": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 4,
              "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option."
            }
          },
          "required": [
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "cronjob",
        "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nTo stop a job the user no longer wants: first action='list' to find the job_id, then action='remove' with that job_id. Never guess job IDs — always list first.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "description": "One of: create, list, update, pause, resume, remove, run"
            },
            "job_id": {
              "type": "string",
              "description": "Required for update/pause/resume/remove/run"
            },
            "prompt": {
              "type": "string",
              "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills."
            },
            "schedule": {
              "type": "string",
              "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp"
            },
            "name": {
              "type": "string",
              "description": "Optional human-friendly name"
            },
            "repeat": {
              "type": "integer",
              "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)."
            },
            "deliver": {
              "type": "string",
              "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), 'all' (fan out to every connected home channel), or platform:chat_id:thread_id for a specific destination. Combine with comma: 'origin,all' delivers to the origin plus every other connected channel. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567', 'all'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting. 'all' resolves at fire time, so a job created before a channel was wired up will pick it up automatically once connected."
            },
            "skills": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills."
            },
            "model": {
              "type": "object",
              "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.",
              "properties": {
                "provider": {
                  "type": "string",
                  "description": "Provider name (e.g. 'openrouter', 'anthropic', or 'custom:<name>' for a provider defined in custom_providers config — always include the ':<name>' suffix, never pass the bare 'custom'). Omit to use and pin the current provider."
                },
                "model": {
                  "type": "string",
                  "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')"
                }
              },
              "required": [
                "model"
              ]
            },
            "script": {
              "type": "string",
              "description": "Optional path to a script that runs each tick. In the default mode its stdout is injected into the agent's prompt as context (data-collection / change-detection pattern). With no_agent=True, the script IS the job and its stdout is delivered verbatim (classic watchdog pattern). Relative paths resolve under ~/.hermes/scripts/. ``.sh``/``.bash`` extensions run via bash, everything else via Python. On update, pass empty string to clear."
            },
            "no_agent": {
              "type": "boolean",
              "default": false,
              "description": "Default: False (LLM-driven job — the agent runs the prompt each tick). Set True to skip the LLM entirely: the scheduler just runs ``script`` on schedule and delivers its stdout verbatim. No tokens, no agent loop, no model override honoured. \n\nREQUIREMENTS when True: ``script`` MUST be set (``prompt`` and ``skills`` are ignored). \n\nDELIVERY SEMANTICS when True: (a) non-empty stdout is sent verbatim as the message; (b) EMPTY stdout means SILENT — nothing is sent to the user and they won't see anything happened, so design your script to stay quiet when there's nothing to report (the watchdog pattern); (c) non-zero exit / timeout sends an error alert so a broken watchdog can't fail silently. \n\nWHEN TO USE True: recurring script-only pings where the script itself produces the exact message text (memory/disk/GPU watchdogs, threshold alerts, heartbeats, CI notifications, API pollers with a fixed output shape). WHEN TO USE False (default): anything that needs reasoning — summarize a feed, draft a daily briefing, pick interesting items, rephrase data for a human, follow conditional logic based on content."
            },
            "context_from": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional job ID or list of job IDs whose most recent completed output is injected into the prompt as context before each run. Use this to chain cron jobs: job A collects data, job B processes it. Each entry must be a valid job ID (from cronjob action='list'). Note: injects the most recent completed output — does not wait for upstream jobs running in the same tick. On update, pass an empty array to clear."
            },
            "enabled_toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Optional list of toolset names to restrict the job's agent to (e.g. [\"web\", \"terminal\", \"file\", \"delegation\"]). When set, only tools from these toolsets are loaded, significantly reducing input token overhead. When omitted, all default tools are loaded. Infer from the job's prompt — e.g. use \"web\" if it calls web_search, \"terminal\" if it runs scripts, \"file\" if it reads files, \"delegation\" if it calls delegate_task. On update, pass an empty array to clear."
            },
            "workdir": {
              "type": "string",
              "description": "Optional absolute path to run the job from. When set, AGENTS.md / CLAUDE.md / .cursorrules from that directory are injected into the system prompt, and the terminal/file/code_exec tools use it as their working directory — useful for running a job inside a specific project repo. Must be an absolute path that exists. When unset (default), preserves the original behaviour: no project context files, tools use the scheduler's cwd. On update, pass an empty string to clear. Jobs with workdir run sequentially (not parallel) to keep per-job directories isolated."
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "delegate_task",
        "description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to 3 items concurrently for this user (configured via delegation.max_concurrent_children in config.yaml). All run in parallel and results are returned together. Nested delegation is OFF for this user (max_spawn_depth=1): every child is a leaf and cannot delegate further. Raise delegation.max_spawn_depth in config.yaml to enable nesting.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n- Durable long-running work that must outlive the current turn -> use cronjob (action='create') or terminal(background=True, notify_on_complete=True) instead. delegate_task runs SYNCHRONOUSLY inside the parent turn: if the parent is interrupted (user sends a new message, /stop, /new) the child is cancelled with status='interrupted' and its work is discarded. Children cannot continue in the background.\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- If the user is writing in a non-English language, or asked for output in a specific language / tone / style, say so in 'context' (e.g. \"respond in Chinese\", \"return output in Japanese\"). Otherwise subagents default to English and their summaries will contaminate your final reply with the wrong language.\n- Subagent summaries are SELF-REPORTS, not verified facts. A subagent that claims \"uploaded successfully\" or \"file written\" may be wrong. For operations with external side-effects (HTTP POST/PUT, remote writes, file creation at shared paths, publishing), require the subagent to return a verifiable handle (URL, ID, absolute path, HTTP status) and verify it yourself — fetch the URL, stat the file, read back the content — before telling the user the operation succeeded.\n- Leaf subagents (role='leaf', the default) CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Orchestrator subagents (role='orchestrator') retain delegate_task so they can spawn their own workers, but still cannot use clarify, memory, send_message, or execute_code. Orchestrators are bounded by max_spawn_depth=1 for this user and can be disabled globally via delegation.orchestrator_enabled=false.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.",
        "parameters": {
          "type": "object",
          "properties": {
            "goal": {
              "type": "string",
              "description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."
            },
            "context": {
              "type": "string",
              "description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."
            },
            "toolsets": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."
            },
            "tasks": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "goal": {
                    "type": "string",
                    "description": "Task goal"
                  },
                  "context": {
                    "type": "string",
                    "description": "Task-specific context"
                  },
                  "toolsets": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Toolsets for this specific task. Available: 'browser', 'computer_use', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'video_gen', 'vision', 'web', 'x_search', 'yuanbao'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."
                  },
                  "acp_command": {
                    "type": "string",
                    "description": "Per-task ACP command override (e.g. 'copilot'). Overrides the top-level acp_command for this task only. Do NOT set unless the user explicitly told you an ACP CLI is installed."
                  },
                  "acp_args": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Per-task ACP args override. Leave empty unless acp_command is set."
                  },
                  "role": {
                    "type": "string",
                    "enum": [
                      "leaf",
                      "orchestrator"
                    ],
                    "description": "Per-task role override. See top-level 'role' for semantics."
                  }
                },
                "required": [
                  "goal"
                ]
              },
              "description": "Batch mode: tasks to run in parallel (up to 3 for this user, set via delegation.max_concurrent_children). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."
            },
            "role": {
              "type": "string",
              "enum": [
                "leaf",
                "orchestrator"
              ],
              "description": "Role of the child agent. 'leaf' (default) = focused worker, cannot delegate further. 'orchestrator' = can use delegate_task to spawn its own workers. Nesting is OFF for this user (max_spawn_depth=1); 'orchestrator' is silently forced to 'leaf'. Raise delegation.max_spawn_depth in config.yaml to enable."
            },
            "acp_command": {
              "type": "string",
              "description": "Override ACP command for child agents (e.g. 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Requires an ACP-compatible CLI (currently GitHub Copilot CLI via 'copilot --acp --stdio'). See agent/copilot_acp_client.py for the implementation. IMPORTANT: Do NOT set this unless the user has explicitly told you a specific ACP-compatible CLI is installed and configured. Leave empty to use the parent's default transport (Hermes subagents)."
            },
            "acp_args": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Leave empty unless acp_command is explicitly provided."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "execute_code",
        "description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n  read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n    Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n  write_file(path: str, content: str) -> dict\n    Always overwrites the entire file.\n  search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n    target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n  patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n    Replaces old_string with new_string in the file.\n  terminal(command: str, timeout=None, workdir=None) -> dict\n    Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nScripts run in the session's working directory with the active venv's python, so project deps (pandas, etc.) and relative paths work like in terminal().\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n  json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n  shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n  retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures",
        "parameters": {
          "type": "object",
          "properties": {
            "code": {
              "type": "string",
              "description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."
            }
          },
          "required": [
            "code"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "image_generate",
        "description": "Generate high-quality images from text prompts. The underlying backend (FAL, OpenAI, etc.) and model are user-configured and not selectable by the agent. Returns either a URL or an absolute file path in the `image` field; display it with markdown ![description](url-or-path) and the gateway will deliver it.",
        "parameters": {
          "type": "object",
          "properties": {
            "prompt": {
              "type": "string",
              "description": "The text prompt describing the desired image. Be detailed and descriptive."
            },
            "aspect_ratio": {
              "type": "string",
              "enum": [
                "landscape",
                "square",
                "portrait"
              ],
              "description": "The aspect ratio of the generated image. 'landscape' is 16:9 wide, 'portrait' is 16:9 tall, 'square' is 1:1.",
              "default": "landscape"
            }
          },
          "required": [
            "prompt"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "patch",
        "description": "Targeted find-and-replace edits in files. Use this instead of sed/awk in terminal. Uses fuzzy matching (9 strategies) so minor whitespace/indentation differences won't break it. Returns a unified diff. Auto-runs syntax checks after editing.\n\nREPLACE MODE (mode='replace', default): find a unique string and replace it. REQUIRED PARAMETERS: mode, path, old_string, new_string.\nPATCH MODE (mode='patch'): apply V4A multi-file patches for bulk changes. REQUIRED PARAMETERS: mode, patch.",
        "parameters": {
          "type": "object",
          "properties": {
            "mode": {
              "type": "string",
              "enum": [
                "replace",
                "patch"
              ],
              "description": "Edit mode. 'replace' (default): requires path + old_string + new_string. 'patch': requires patch content only.",
              "default": "replace"
            },
            "path": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. File path to edit."
            },
            "old_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Exact text to find and replace. Must be unique in the file unless replace_all=true. Include surrounding context lines to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "REQUIRED when mode='replace'. Replacement text. Pass empty string '' to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "Replace all occurrences instead of requiring a unique match (default: false)",
              "default": false
            },
            "patch": {
              "type": "string",
              "description": "REQUIRED when mode='patch'. V4A format patch content. Format:\n*** Begin Patch\n*** Update File: path/to/file\n@@ context hint @@\n context line\n-removed line\n+added line\n*** End Patch"
            }
          },
          "required": [
            "mode"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "process",
        "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "list",
                "poll",
                "log",
                "wait",
                "kill",
                "write",
                "submit",
                "close"
              ],
              "description": "Action to perform on background processes"
            },
            "session_id": {
              "type": "string",
              "description": "Process session ID (from terminal background output). Required for all actions except 'list'."
            },
            "data": {
              "type": "string",
              "description": "Text to send to process stdin (for 'write' and 'submit' actions)"
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.",
              "minimum": 1
            },
            "offset": {
              "type": "integer",
              "description": "Line offset for 'log' action (default: last 200 lines)"
            },
            "limit": {
              "type": "integer",
              "description": "Max lines to return for 'log' action",
              "minimum": 1
            }
          },
          "required": [
            "action"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "read_file",
        "description": "Read a text file with line numbers and pagination. Use this instead of cat/head/tail in terminal. Output format: 'LINE_NUM|CONTENT'. Suggests similar filenames if not found. Use offset and limit for large files. Reads exceeding ~100K characters are rejected; use offset and limit to read specific sections of large files. NOTE: Cannot read images or binary files — use vision_analyze for images.",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to read (absolute, relative, or ~/path)"
            },
            "offset": {
              "type": "integer",
              "description": "Line number to start reading from (1-indexed, default: 1)",
              "default": 1,
              "minimum": 1
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of lines to read (default: 500, max: 2000)",
              "default": 500,
              "maximum": 2000
            }
          },
          "required": [
            "path"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "search_files",
        "description": "Search file contents or find files by name. Use this instead of grep/rg/find/ls in terminal. Ripgrep-backed, faster than shell equivalents.\n\nContent search (target='content'): Regex search inside files. Output modes: full matches with line numbers, file paths only, or match counts.\n\nFile search (target='files'): Find files by glob pattern (e.g., '*.py', '*config*'). Also use this instead of ls — results sorted by modification time.",
        "parameters": {
          "type": "object",
          "properties": {
            "pattern": {
              "type": "string",
              "description": "Regex pattern for content search, or glob pattern (e.g., '*.py') for file search"
            },
            "target": {
              "type": "string",
              "enum": [
                "content",
                "files"
              ],
              "description": "'content' searches inside file contents, 'files' searches for files by name",
              "default": "content"
            },
            "path": {
              "type": "string",
              "description": "Directory or file to search in (default: current working directory)",
              "default": "."
            },
            "file_glob": {
              "type": "string",
              "description": "Filter files by pattern in grep mode (e.g., '*.py' to only search Python files)"
            },
            "limit": {
              "type": "integer",
              "description": "Maximum number of results to return (default: 50)",
              "default": 50
            },
            "offset": {
              "type": "integer",
              "description": "Skip first N results for pagination (default: 0)",
              "default": 0
            },
            "output_mode": {
              "type": "string",
              "enum": [
                "content",
                "files_only",
                "count"
              ],
              "description": "Output format for grep mode: 'content' shows matching lines with line numbers, 'files_only' lists file paths, 'count' shows match counts per file",
              "default": "content"
            },
            "context": {
              "type": "integer",
              "description": "Number of context lines before and after each match (grep mode only)",
              "default": 0
            }
          },
          "required": [
            "pattern"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "send_message",
        "description": "Send a message to a connected messaging platform, or list available targets.\n\nIMPORTANT: When the user asks to send to a specific channel or person (not just a bare platform name), call send_message(action='list') FIRST to see available targets, then send to the correct one.\nIf the user just says a platform name like 'send to telegram', send directly to the home channel without listing first.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "send",
                "list"
              ],
              "description": "Action to perform. 'send' (default) sends a message. 'list' returns all available channels/contacts across connected platforms."
            },
            "target": {
              "type": "string",
              "description": "Delivery target. Format: 'platform' (uses home channel), 'platform:#channel-name', 'platform:chat_id', or 'platform:chat_id:thread_id' for Telegram topics and Discord threads. Examples: 'telegram', 'telegram:-1001234567890:17585', 'discord:999888777:555444333', 'discord:#bot-home', 'slack:#engineering', 'signal:+155****4567', 'matrix:!roomid:server.org', 'matrix:@user:server.org', 'yuanbao:direct:<account_id>' (DM), 'yuanbao:group:<group_code>' (group chat)"
            },
            "message": {
              "type": "string",
              "description": "The message text to send. To send an image or file, include MEDIA:<local_path> (e.g. 'MEDIA:/tmp/hermes/cache/img_xxx.jpg') in the message — the platform will deliver it as a native media attachment."
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "session_search",
        "description": "Search your long-term memory of past conversations, or browse recent sessions. This is your recall -- every past session is searchable, and this tool summarizes what happened.\n\nTWO MODES:\n1. Recent sessions (no query): Call with no arguments to see what was worked on recently. Returns titles, previews, and timestamps. Zero LLM cost, instant. Start here when the user asks what were we working on or what did we do recently.\n2. Keyword search (with query): Search for specific topics across all past sessions. Returns LLM-generated summaries of matching sessions.\n\nUSE THIS PROACTIVELY when:\n- The user says 'we did this before', 'remember when', 'last time', 'as I mentioned'\n- The user asks about a topic you worked on before but don't have in current context\n- The user references a project, person, or concept that seems familiar but isn't in memory\n- You want to check if you've solved a similar problem before\n- The user asks 'what did we do about X?' or 'how did we fix Y?'\n\nDon't hesitate to search when it is actually cross-session -- it's fast and cheap. Better to search and confirm than to guess or ask the user to repeat themselves.\n\nSearch syntax: keywords joined with OR for broad recall (elevenlabs OR baseten OR funding), phrases for exact match (\"docker networking\"), boolean (python NOT java), prefix (deploy*). IMPORTANT: Use OR between keywords for best results — FTS5 defaults to AND which misses sessions that only mention some terms. If a broad OR query returns nothing, try individual keyword searches in parallel. Returns summaries of the top matching sessions.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "Search query — keywords, phrases, or boolean expressions to find in past sessions. Omit this parameter entirely to browse recent sessions instead (returns titles, previews, timestamps with no LLM cost)."
            },
            "role_filter": {
              "type": "string",
              "description": "Optional: only search messages from specific roles (comma-separated). E.g. 'user,assistant' to skip tool outputs."
            },
            "limit": {
              "type": "integer",
              "description": "Max sessions to summarize (default: 3, max: 5).",
              "default": 3
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "terminal",
        "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n  (1) Long-lived processes that never exit (servers, watchers).\n  (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n",
        "parameters": {
          "type": "object",
          "properties": {
            "command": {
              "type": "string",
              "description": "The command to execute on the VM"
            },
            "background": {
              "type": "boolean",
              "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.",
              "default": false
            },
            "timeout": {
              "type": "integer",
              "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.",
              "minimum": 1
            },
            "workdir": {
              "type": "string",
              "description": "Working directory for this command (absolute path). Defaults to the session working directory."
            },
            "pty": {
              "type": "boolean",
              "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.",
              "default": false
            },
            "notify_on_complete": {
              "type": "boolean",
              "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.",
              "default": false
            },
            "watch_patterns": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both."
            }
          },
          "required": [
            "command"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "text_to_speech",
        "description": "Convert text to speech audio. Returns a MEDIA: path that the platform delivers as native audio. Compatible providers render as a voice bubble on Telegram; otherwise audio is sent as a regular attachment. In CLI mode, saves to ~/voice-memos/. Voice and provider are user-configured (built-in providers like edge/openai or custom command providers under tts.providers.<name>), not model-selected.",
        "parameters": {
          "type": "object",
          "properties": {
            "text": {
              "type": "string",
              "description": "The text to convert to speech. Provider-specific character caps apply and are enforced automatically (OpenAI 4096, xAI 15000, MiniMax 10000, ElevenLabs 5k-40k depending on model); over-long input is truncated."
            },
            "output_path": {
              "type": "string",
              "description": "Optional custom file path to save the audio. Defaults to ~/.hermes/audio_cache/<timestamp>.mp3"
            }
          },
          "required": [
            "text"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "todo",
        "description": "Manage your task list for the current session. Use for complex tasks with 3+ steps or when the user provides multiple tasks. Call with no parameters to read the current list.\n\nWriting:\n- Provide 'todos' array to create/update items\n- merge=false (default): replace the entire list with a fresh plan\n- merge=true: update existing items by id, add any new ones\n\nEach item: {id: string, content: string, status: pending|in_progress|completed|cancelled}\nList order is priority. Only ONE item in_progress at a time.\nMark items completed immediately when done. If something fails, cancel it and add a revised item.\n\nAlways returns the full current list.",
        "parameters": {
          "type": "object",
          "properties": {
            "todos": {
              "type": "array",
              "description": "Task items to write. Omit to read current list.",
              "items": {
                "type": "object",
                "properties": {
                  "id": {
                    "type": "string",
                    "description": "Unique item identifier"
                  },
                  "content": {
                    "type": "string",
                    "description": "Task description"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ],
                    "description": "Current status"
                  }
                },
                "required": [
                  "id",
                  "content",
                  "status"
                ]
              }
            },
            "merge": {
              "type": "boolean",
              "description": "true: update existing items by id, add new ones. false (default): replace the entire list.",
              "default": false
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "vision_analyze",
        "description": "Load an image into the conversation so you can see it. Accepts a URL, local file path, or data URL. When your active model has native vision, the image is attached to your context directly and you read the pixels yourself on the next turn — call this any time the user references an image (filepath in their message, URL in tool output, screenshot from the browser, etc.). For non-vision models, falls back to an auxiliary vision model that returns a text description.",
        "parameters": {
          "type": "object",
          "properties": {
            "image_url": {
              "type": "string",
              "description": "Image URL (http/https), local file path, or data: URL to load."
            },
            "question": {
              "type": "string",
              "description": "Your specific question or request about the image. Optional context the model uses on the next turn after seeing the image."
            }
          },
          "required": [
            "image_url",
            "question"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "write_file",
        "description": "Write content to a file, completely replacing existing content. Use this instead of echo/cat heredoc in terminal. Creates parent directories automatically. OVERWRITES the entire file — use 'patch' for targeted edits. Auto-runs syntax checks on .py/.json/.yaml/.toml and other linted languages; only NEW errors introduced by this write are surfaced (pre-existing errors are filtered out).",
        "parameters": {
          "type": "object",
          "properties": {
            "path": {
              "type": "string",
              "description": "Path to the file to write (will be created if it doesn't exist, overwritten if it does)"
            },
            "content": {
              "type": "string",
              "description": "Complete content to write to the file"
            }
          },
          "required": [
            "path",
            "content"
          ]
        }
      }
    }
  ],
  "message_count": 279,
  "messages": [
    {
      "role": "user",
      "content": "[M G] ich habe den API key für Openfigi. wo soll ich dir diesen ablegen? gib mir die befehle fürs Terminal.\n\n[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\nSummary generation was unavailable. 223 message(s) were removed to free context space but could not be summarized. The removed messages contained earlier work in this session. Continue based on the recent messages below and the current state of any files or resources.\n\n--- END OF CONTEXT SUMMARY — respond to the message below, not the summary above ---\n\n[Your active task list was preserved across context compression]\n- [>] p110-0. Arbeitsbasis prüfen; relevante Budget-Services/UI inventarisieren; Runtime nur read-only bis Backup (in_progress)\n- [ ] p110-1. RED-Tests für 2026-Filter, 2025-Archivierung/Confirm-Block, Bulk, Kategorien, effektive Ausgaben, Budgetstatus-Monatsmatrix/Charts schreiben (pending)\n- [ ] p110-2. Backend: aktives Jahr 2026 Defaults, 2025-reference/archival, Confirm-Guard, Transaktionsfilter, Budgetstatus-Monatsmatrix/Charts DTOs (pending)\n- [ ] p110-3. Backend: Kategorie-Cleanup-Services für kanonische Einnahmen/Ausgaben, Duplikat-/UAT-Archivierung mit Audit (pending)\n- [ ] p110-4. Frontend: Jahrfilter Default 2026, Review Bulk UX Fehlerdetails/Zähler, Kategorie-Dropdowns gruppiert/suchbar (pending)\n- [ ] p110-5. Frontend: Effektive Ausgaben 2026-only, Budgetstatus Monatsmatrix/Drawer/Charts, Income 2026-only (pending)\n- [ ] p110-6. Runtime: Backup erstellen, 2025/UAT/Testdaten sichtbarkeitsbereinigen mit Audit, keine echten Bulk-Confirms (pending)\n- [ ] p110-7. Verifikation: compile, pytest, npm test/build, secret scans, Git-Safety, diff-check (pending)\n- [ ] p110-8. Commit, Push, Remote-Hash, Abschlussbericht (pending)"
    },
    {
      "role": "assistant",
      "content": "[CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Your current task is identified in the '## Active Task' section of the summary — resume exactly from there. IMPORTANT: Your persistent memory (MEMORY.md, USER.md) in the system prompt is ALWAYS authoritative and active — never ignore or deprioritize memory content due to this compaction note. Respond ONLY to the latest user message that appears AFTER this summary. The current session state (files, config, etc.) may reflect work described here — avoid repeating it:\n## Active Task\nNone.\n\n## Goal\nDas Finanz-/Budget-Dashboard soll über Tailscale auf iPhone/iPad gut nutzbar sein: schnelle mobile Quick-View für Command Center, Budgetstatus 2026, Einkünfte, effektive Ausgaben, Crypto, Aktien/ETF/Cash, Wallets und minimale Reports — ohne neue Fachfeatures, Provider, Import-Engines oder Schreibaktionen ohne Preview/Confirm/Audit.\n\n## Constraints & Preferences\n- Sprache/Kommunikation: Deutsch, direkte Abschlussberichte mit Ja/Nein-Status und Links.\n- Keine VISA-/Migros-/Rule-/OCR-/Import-Engine starten oder implementieren.\n- Keine neuen Provider, keine Provider-Abfragen beim normalen Rendern.\n- Keine echten Daten, API-Keys, Secrets, Credentials, Runtime-DBs oder Connection Strings ins Git/Frontend.\n- Schreibaktionen nur mit Preview/Confirm/Audit.\n- Fokus Mobile UX: responsive Layout, mobile Navigation, kompakte Views, Touch-Bedienbarkeit.\n- Desktop-Verhalten darf nicht kaputtgehen; Desktop-Sidebar bleibt.\n- Mobile User Mode soll keine Admin-/Debug-/technischen IDs zeigen.\n- Große Tabellen mobil entschärfen: Desktop Tabelle, Mobile Card List; horizontales Scrollen nur in Detailbereichen, wenn unvermeidbar.\n- Breakpoints: mobile `<640px`, tablet `640–1024px`, desktop `>1024px`.\n- Beträge immer mit 2 Dezimalstellen, keine langen Decimal-Werte.\n- Roadmap-Hinweise sind erlaubt, aber keine Fake-Buttons.\n- Vor Abschluss erwünscht: Python compile, pytest, npm test, npm run build, Secret Scans, Git-Safety, `git diff --check`, Commit, Push, Restart, lokale/Tailscale-Links melden.\n\n## Completed Actions\n1. RED-/Inventar-Phase für Vue Mobile UX Sprint v1 durchgeführt — festgestellt, dass mobile Nav/Card-Selektoren fehlen und `AppLayout` ohne Router-Injection fragil ist [tool: tests/inspection].\n2. Mobile Navigation umgesetzt — Desktop-Sidebar bleibt erhalten; Mobile erhält Bottom Navigation mit `Home`, `Budget`, `Ausgaben`, `Crypto`, `Portfolio`, `Mehr` [tool: code edit].\n3. Mobile „Mehr“-Navigation umgesetzt — enthält `Reports`, `Wallets`, `Einkünfte`, `Kategorien`, `Aktien/ETF & Cash`; dadurch keine 30 Menüpunkte auf iPhone [tool: code edit].\n4. Mobile Shell/Layout angepasst — Bottom-Nav-Space und mobiles Padding ergänzt; Desktop-Layout bleibt erhalten [tool: code edit].\n5. Command Center mobil optimiert — KPI Cards kompakter gemacht, responsive Umbruch/Padding/Header-Größen angepasst, Werte schneiden mobil nicht ab [tool: code edit].\n6. Budgetstatus Mobile Cards umgesetzt — Kategorie-Cards statt breiter Tabelle mit Kategorie, Budget Monat, Ist Monat, Prognose, Abweichung und Ampel/Status [tool: code edit].\n7. Desktop-Budgetstatus erhalten — Desktop-Tabelle bleibt sichtbar/weiter nutzbar; Mobile nutzt Cards [tool: code edit].\n8. Budgetstatus-Formatierung abgesichert — keine langen Decimal-Werte, Beträge mit 2 Dezimalstellen, keine technischen IDs in Mobile Cards [tool: code edit/tests].\n9. Effektive-Ausgaben-Mobile-Ansicht umgesetzt — Card-Liste mit Datum, Beschreibung/Händler, Kategorie, Konto, Betrag prominent und Status [tool: code edit].\n10. Effektive-Ausgaben-Roadmap-Hinweis ergänzt — „Beleg erfassen und Foto-Import: später.“ als Coming-soon-Hinweis, nicht als Fake-Button [tool: code edit].\n11. Einkünfte mobil nutzbar gemacht — Mobile Card-Ansicht für Einkünfte-Pläne mit Name, Quelle/Person, Art, Monatswert, Jahreswert, Status und Archivieren-Aktion wenn aktiv [tool: code edit].\n12. Crypto mobil nutzbar gemacht — Coin-Liste als Mobile Cards, Desktop-Tabelle ab `md`, Detail Drawer bleibt nutzbar [tool: code edit].\n13. Aktien/ETF/Cash mobil nutzbar gemacht — Aktien/ETF-Positionen als Mobile Cards ergänzt; Cash kompakt belassen; Status/Detail-Nutzung mobil verbessert [tool: code edit].\n14. Wallets mobil nutzbar gemacht — Wallet-Liste als Cards ergänzt [tool: code edit].\n15. Große Tabellen mobil entschärft — relevante Tabellen werden auf Mobile durch Card Lists ersetzt oder erst ab `md`/Desktop angezeigt [tool: code edit].\n16. `DetailDrawer` mobil verbessert — auf Mobile Bottom-Sheet/fullscreen-artiges Panel mit besser erreichbarem Schließen-Button [tool: code edit].\n17. Touch-Bedienbarkeit verbessert — wichtige Mobile Buttons/Cards mit größeren Touch-Flächen; keine Hover-only Mobile-Flows [tool: code edit].\n18. Neue/aktualisierte Frontend-Tests ergänzt — prüfen mobile Navigation, Desktop Sidebar, Mobile Shell, Budgetstatus Cards, Effektive-Ausgaben Cards, Crypto Cards, Equity Cards, Dezimalformatierung und technische-ID-Vermeidung [tool: test/code edit].\n19. Frontend Vitest ausgeführt — Ergebnis: `31 passed` [tool: terminal].\n20. Frontend Build ausgeführt — Ergebnis: OK [tool: terminal].\n21. Python compile ausgeführt — Ergebnis: OK [tool: terminal].\n22. Backend pytest ausgeführt — Ergebnis: `393 passed` [tool: terminal].\n23. `git diff --check` ausgeführt — Ergebnis: OK [tool: terminal].\n24. Source Secret Scan ausgeführt — Ergebnis: OK; keine Secrets gefunden/preserviert [tool: terminal].\n25. Frontend Build Secret Scan ausgeführt — Ergebnis: OK [tool: terminal].\n26. Git-Safety geprüft — Ergebnis: OK [tool: terminal].\n27. Browser-/Route-Sanity durchgeführt — Routen `/`, `/planning/budget/status`, `/planning/budget/income`, `/planning/budget/expenses/actual`, `/crypto`, `/equity`, `/wallets` jeweils `200` [tool: browser/terminal].\n28. Einschränkung bei echtem iPhone-Viewport-Test dokumentiert — Browser-Stack hatte keinen Viewport-Resize/Device-Emulation-Hebel; Playwright/Selenium lokal nicht installiert; Absicherung daher über responsive Klassen und Vitest-Assertions [tool: inspection].\n29. Dashboard aus aktuellem Working Tree neu gestartet — Backend und Frontend neu gestartet [tool: terminal].\n30. Healthchecks durchgeführt — Backend `/api/health`: `200`; Frontend lokal: `200`; Frontend via Tailscale-IP: `200` [tool: terminal].\n31. Commit erstellt — Commit Message: `feat: improve mobile dashboard ux`; Commit Hash: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00` [tool: git].\n32. Push durchgeführt und Remote-Hash verifiziert — Remote Hash entspricht lokalem Commit `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`; Push erfolgreich [tool: git].\n33. Finaler Restart aus gepushtem Stand durchgeführt — Backend PID `504937`, Frontend PID `504946` [tool: terminal].\n34. Abschlussbericht geliefert — Ja/Nein-Status für alle geforderten Mobile-UX-Bereiche, Tests, Git-Safety, Commit/Push, Links und offene Grenzen gemeldet [tool: response].\n\n## Active State\n- Working directory: nicht explizit im neuen Kontext genannt.\n- Branch: `feat/budget-phase-1-4`.\n- Working Tree: sauber.\n- Letzter Commit: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Commit Message: `feat: improve mobile dashboard ux`.\n- Push-Status: erfolgreich; Remote-Hash Match: ja.\n- Backend läuft neu gestartet mit PID `504937`.\n- Frontend läuft neu gestartet mit PID `504946`.\n- Lokales Backend: `http://127.0.0.1:8000`.\n- Lokales Frontend: `http://127.0.0.1:5173`.\n- Tailscale Dashboard: `http://100.85.29.67:5173`.\n- Tailscale Serve/HTTPS: nicht aktiv; Meldung: `No serve config`.\n- Healthchecks:\n  - Backend `/api/health`: `200`.\n  - Frontend lokal: `200`.\n  - Frontend via Tailscale-IP: `200`.\n- Teststatus:\n  - Backend pytest: `393 passed`.\n  - Frontend Vitest: `31 passed`.\n  - Frontend build: OK.\n  - Python compile: OK.\n  - `git diff --check`: OK.\n  - Source Secret Scan: OK.\n  - Frontend Build Secret Scan: OK.\n  - Git-Safety: OK.\n- Modified/created files: konkrete Dateiliste wurde im sichtbaren Verlauf nicht genannt; Änderungen betreffen Vue Layout-/Navigations-/Dashboard-/Budget-/Expense-/Income-/Crypto-/Equity-/Wallet-/DetailDrawer-Komponenten und zugehörige Frontend-Tests.\n\n## In Progress\nKeine laufende Arbeit. Vue Mobile UX Sprint v1 wurde abgeschlossen, getestet, committed, gepusht und neu gestartet.\n\n## Blocked\n- Kein echter iPhone-Safari-/390px-Viewport-Test mit Playwright/Selenium möglich, weil Playwright/Selenium lokal nicht installiert sind und der verfügbare Browser-Stack keinen Viewport-Resize-/Device-Emulation-Hebel bot.\n- Tailscale Serve/HTTPS ist nicht aktiv; Status/Meldung: `No serve config`.\n- Keine funktionalen Blocker für die ausgelieferte Mobile UX bekannt.\n\n## Key Decisions\n- Mobile Navigation als Bottom Navigation plus leichtgewichtiges `details`-Mehr-Menü umgesetzt, statt komplexes Drawer-System: pragmatisch, robust und ausreichend für unterwegs.\n- Desktop-Sidebar beibehalten, um vorhandenes Desktop-Verhalten nicht zu brechen.\n- Mobile Quick-View priorisiert statt Desktop-Tabellen 1:1 auf iPhone zu pressen.\n- Große Tabellen mobil durch Card Lists ersetzt; Desktop-Tabellen bleiben ab passenden Breakpoints erhalten.\n- Keine neuen Fachmodule/Provider/Import-Engines implementiert, um Scope und Sicherheitsvorgaben einzuhalten.\n- Keine Fake-Buttons für OCR/Foto/Beleg-Erfassung; stattdessen Coming-soon-Hinweis.\n- Echten Viewport-Test nicht durch neue Testdependency ersetzt; stattdessen responsive Klassen + Vitest-Assertions + reale Route-Sanity verwendet, um keine unnötigen Dependencies einzuführen.\n- Detail Drawer mobil als Bottom Sheet/fullscreen-artiges Panel verbessert, weil Touch-Bedienbarkeit und Sichtbarkeit auf iPhone wichtiger sind als Desktop-ähnliche Side Panels.\n\n## Resolved Questions\n- Mobile Navigation umgesetzt? Ja: Bottom Navigation mit Home, Budget, Ausgaben, Crypto, Portfolio, Mehr; Mehr enthält Reports, Wallets, Einkünfte, Kategorien, Aktien/ETF & Cash.\n- Command Center mobil nutzbar? Ja: kompaktere KPI Cards, reduzierte Header/Padding, saubere Wertumbrüche.\n- Budgetstatus mobil als Cards? Ja: Kategorie-Cards mit Budget Monat, Ist Monat, Prognose, Abweichung und Ampel/Status.\n- Effektive Ausgaben mobil nutzbar? Ja: Card-Liste mit Datum, Händler/Beschreibung, Kategorie, Konto, Betrag und Status; Coming-soon-Hinweis für Beleg/Foto.\n- Einkünfte mobil nutzbar? Ja: Cards mit Name, Quelle/Person, Art, Monatswert, Jahreswert, Status.\n- Crypto mobil nutzbar? Ja: Coin Cards, kompakte Liste, Details nutzbar.\n- Aktien/ETF/Cash mobil nutzbar? Ja: Positionen als Cards, Cash kompakt, Detail Drawer verbessert.\n- Wallets mobil nutzbar? Ja: Wallet Cards.\n- Tabellen mobil entschärft? Ja: Mobile Card Lists oder Desktop-only Tabellen.\n- Tailscale-Link funktioniert? Ja: `http://100.85.29.67:5173` liefert `200`.\n- Backend neu gestartet? Ja, PID `504937`.\n- Frontend neu gestartet? Ja, PID `504946`.\n- Commit/Push erledigt? Ja, Commit/Remote Hash `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Wurden VISA/Migros/OCR/Rule/Duplicate/neue Provider implementiert oder gestartet? Nein.\n\n## Pending User Asks\nNone.\n\n## Relevant Files\n- Konkrete Pfade wurden im sichtbaren Verlauf nicht ausgegeben.\n- Relevante geänderte Bereiche:\n  - Vue App Layout / Shell: Mobile Padding, Bottom Navigation, Desktop Sidebar-Erhalt.\n  - Mobile Navigation-Komponenten: Hauptpunkte und Mehr-Menü.\n  - Command Center Dashboard-Komponenten: responsive KPI Cards.\n  - Budgetstatus-Komponenten: Desktop-Tabelle plus Mobile Category Cards.\n  - Effektive-Ausgaben-Komponenten: Mobile Expense Cards und Coming-soon-Hinweis.\n  - Einkünfte-Komponenten: Mobile Income Plan Cards.\n  - Crypto-Komponenten: Mobile Coin Cards, Desktop-Tabelle ab `md`.\n  - Equity/Aktien-ETF-Cash-Komponenten: Mobile Position Cards.\n  - Wallet-Komponenten: Mobile Wallet Cards.\n  - `DetailDrawer`-ähnliche Komponente: Mobile Bottom-Sheet/fullscreen-artiges Verhalten.\n  - Frontend-Testdateien: Vitest-Abdeckung für Mobile Navigation, Cards, Layout, Dezimalformatierung und technische-ID-Vermeidung.\n\n## Remaining Work\n- Optional bei späterem Bedarf: echten iPhone/iPad-Viewport-Test mit Playwright/Selenium oder Safari Remote Debugging nachrüsten.\n- Optional: Tailscale Serve/HTTPS konfigurieren, falls HTTPS-Link gewünscht ist; aktuell nur Tailscale-IP per HTTP gemeldet.\n- Reports bleiben minimal/roadmap-artig.\n- Settings/Admin bleiben nicht Teil des Mobile User Mode; später separat entscheiden.\n- Keine offenen Pflichtaufgaben aus dem Mobile UX Sprint v1.\n\n## Critical Context\n- User hatte Credentials/Secrets im weiteren Session-Kontext erwähnt/vorhanden; keine Werte übernehmen oder ausgeben. Falls relevant immer als `[REDACTED]` behandeln.\n- Branch: `feat/budget-phase-1-4`.\n- Commit Hash: `3f2189fd7c0fed01fd4b99f11e0a2ca61bb1cd00`.\n- Commit Message: `feat: improve mobile dashboard ux`.\n- Lokaler Frontend-Link: `http://127.0.0.1:5173`.\n- Lokaler Backend-Link: `http://127.0.0.1:8000`.\n- Tailscale Dashboard-Link: `http://100.85.29.67:5173`.\n- Tailscale Serve/HTTPS-Status: `No serve config`.\n- Backend PID nach Restart: `504937`.\n- Frontend PID nach Restart: `504946`.\n- Testausgaben:\n  - Backend pytest: `393 passed`.\n  - Frontend Vitest: `31 passed`.\n  - Route-Sanity: `/`, `/planning/budget/status`, `/planning/budget/income`, `/planning/budget/expenses/actual`, `/crypto`, `/equity`, `/wallets` jeweils `200`.\n- Nicht gestartete/nicht implementierte Module: VISA Import, Migros Import, OCR/Vision, Rule Engine, Duplicate Engine, Analysten, Backtest, neue Provider.\n- Bekannte Grenze: kein echter emulierter iPhone-Viewport-Test, weil Playwright/Selenium nicht installiert und Browser-Stack ohne Viewport-Resize-Hebel."
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      "content": "Browser-/Route-Sanity ist grün. `True Wealth Cash` existiert in der Runtime aktuell **nicht**; ich habe es bewusst nicht still angelegt, sondern nur als Preview/Confirm/Audit-Ziel vorbereitet. Ich committe jetzt den Sprint-Branch und pushe ohne Force-Push.",
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      "reasoning_content": "**Resolving tracking issues**\n\nI'm noticing that the diff stat doesn't include untracked files. That's a bit confusing! I think I need to resolve what might be a Pyright issue as well. It seems like I have some tasks ahead of me, like making those necessary commits. Let's ensure everything is tracked properly and get that all sorted out. I'll work on figuring this out step by step!",
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              "text": "Browser-/Route-Sanity ist grün. `True Wealth Cash` existiert in der Runtime aktuell **nicht**; ich habe es bewusst nicht still angelegt, sondern nur als Preview/Confirm/Audit-Ziel vorbereitet. Ich committe jetzt den Sprint-Branch und pushe ohne Force-Push."
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            "arguments": "{\"command\": \"set -euo pipefail\\nTOKEN_FILE=\\\"$HOME/jarvis_runtime/finance-system/secrets/Github_token_FinanceManager.csv\\\"\\nASKPASS=$(mktemp)\\ncleanup(){ rm -f \\\"$ASKPASS\\\"; }\\ntrap cleanup EXIT\\nGITHUB_TOKEN=$(python - <<...[truncated]\", \"timeout\": 300, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
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              "text": "**Checking git status**\n\nI need to get a final git status and maybe wrap up my to-do list. It's essential to ensure everything is in order before moving on, as I'm eager to complete my tasks. I wonder if I’ve missed anything crucial! I'll perform the git status check to confirm that everything's committed, and then I’ll go through my to-do list to see if there's anything left hanging. I'm determined to stay organized!"
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      "role": "tool",
      "content": "[terminal] ran `git status --short --branch && curl -fsS http://127.0.0.1:8000/api/health && ...` -> exit 0, 1 lines output",
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    {
      "role": "assistant",
      "content": "## Budget Workflow Clarification & Help UX Sprint — abgeschlossen\n\n**Branch:** `feat/budget-workflow-help-ux`  \n**Commit:** `0eebabba6cc18192a93be4d1301951551a98564a`  \n**Push:** ja, Remote-Hash passt exakt  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/budget-workflow-help-ux\n\n---\n\n## Ergebnis nach Anforderungen\n\n- **Effektive-Ausgaben-Link gefixt:** ja  \n  `/planning/budget/expenses/actual` lädt direkt, über Desktop-Menü und Mobile-Link.\n\n- **iPhone Navigation geprüft:** teilweise ja  \n  Automatisiert/DOM-seitig geprüft:\n  - Mobile Bottom Link vorhanden\n  - Mobile/Fallback-Menü-Link für Effektive Ausgaben in Tests abgesichert\n  - Route direkt per Browser/HTTP `200`\n  \n  Kein physisches iPhone getestet — wie üblich, der Herr hat mir leider noch keinen echten Arm und Safari Remote Debugging verliehen.\n\n- **Transferlogik dokumentiert/umgesetzt:** ja  \n  Fachlogik in UI, Review und Tests klargestellt:\n  - Transfer ≠ Einnahme\n  - Transfer ≠ Ausgabe\n  - Kreditkartenausgleich zählt nicht als Ausgabe\n  - True Wealth Überweisung zählt nicht als Konsumausgabe/Einkommen\n  - Investment Transfer wird als eigener Transfer-Typ geführt\n\n- **Haushalt 2026 Sicht geklärt:** ja  \n  UI erklärt jetzt:\n  - Haushalt 2026 = aggregierte Budget-Sicht\n  - reale Konten/Quellen bleiben getrennt filterbar\n  - Raiffeisen, AKB, VISA, Migros, Manuell, True Wealth Cash werden nicht physisch in ein Konto gepresst\n\n- **True Wealth Cash vorbereitet:** ja  \n  - Runtime read-only geprüft: `True Wealth Cash` existiert aktuell nicht.\n  - Kein stilles Anlegen durchgeführt.\n  - UI-Hinweis vorbereitet: produktiv nur über Preview → Confirm → Audit, ohne Beträge, ohne Import.\n  - Transfer-Review schlägt bei True-Wealth-Fällen `True Wealth Cash` als Ziel vor.\n\n- **Geldfluss-Spalten ergänzt:** ja  \n  - Ausgaben: Von Konto/Quelle, Händler/Empfänger, Kategorie, Währung, Herkunft, Status\n  - Einnahmen/Geld Eingang: Eingangskonto, Von/Absender/Arbeitgeber, Kategorie, Herkunft\n  - Transfers: Von Konto, Zu Konto, Beschreibung, Währung, Typ, Status, Audit/Verlauf\n\n- **Transfer-Review verbessert:** ja  \n  Review zeigt jetzt verständlicher:\n  - warum Transfer/Investment/Kreditkartenausgleich\n  - Von Konto\n  - vorgeschlagenes Zielkonto\n  - Gegenbuchung ja/nein\n  - Hinweis: zählt nicht in Budget-Ausgaben/Einnahmen\n  - Aktionen bleiben auditiert, keine stillen Mutationen\n\n- **Help-Funktion pro Seite:** ja  \n  Globaler `? Hilfe` Button im App-Shell/Header.\n\n- **Zentrale Help-Texte:** ja  \n  Neu:\n  - `frontend/src/help/pageHelp.ts`\n  - `frontend/src/components/PageHelpButton.vue`\n\n  Help-Texte zentral gepflegt mit:\n  - Zweck\n  - sichtbare Daten\n  - Aktionen\n  - Ausschlüsse\n  - Warnhinweise\n\n---\n\n## Implementierte Kernpunkte\n\n### Navigation / Effektive Ausgaben\n\nGeprüft und abgesichert:\n\n- Route existiert\n- Router-Konfiguration funktioniert\n- Desktop Sidebar Link funktioniert\n- Mobile Bottom Link vorhanden\n- Fullscreen/Fallback-Mobile-Link in Tests abgesichert\n- Lazy Import funktioniert\n- Komponente vorhanden\n- API-Aufruf erfolgreich\n- Seite lädt ohne JS-Fehler\n- confirmed-only Ausgabenliste oder Empty State vorhanden\n\n### Transfers\n\nNeu/erweitert:\n\n- API: `GET /api/budget/transfers`\n- Frontend-Route: `/planning/budget/transfers`\n- UI-Seite: Transfers\n- Transfer-Typen:\n  - `internal_transfer`\n  - `credit_card_payment`\n  - `investment_transfer`\n  - `other_transfer`\n- Migration auf Schema-Version `27`\n- Transfer-Tabelle zeigt Von/Zu-Konto und Transfer-Typ\n\n### Help UX\n\nHelp verfügbar für User-Seiten u.a.:\n\n- Command Center\n- Portfolio\n- Crypto\n- Aktien & ETFs\n- Wallets\n- Position hinzufügen\n- Budget Übersicht\n- Effektive Ausgaben\n- Buchungen prüfen\n- Einkünfte / Effektive Einnahmen\n- Daten-Explorer\n- Budgetstatus\n- Budget vs Ist\n- Kategorieanalyse\n- Monatsvergleich\n- Kategorien & Tags\n- Regeln / Händler\n- Reports\n- Transfers\n\n---\n\n## Tests / Build / Safety\n\n### Backend\n\n- **Python compile:** OK\n- **pytest full:** `436 passed`\n\nNeue Backend-Tests decken ab:\n\n- AKB/Raiffeisen Transfer zählt nicht als Income/Expense\n- Kreditkartenausgleich zählt nicht als Expense\n- True Wealth Transfer zählt nicht als Expense\n- True Wealth Cash Zielkonto per Preview/Confirm vorbereitet\n- Transfer Confirm schreibt Audit\n- Transfer-Liste zeigt Von/Zu-Konto\n\n### Frontend\n\n- **npm test full:** `72 passed`\n- **npm run build:** OK\n\nNeue Frontend-Tests decken ab:\n\n- Effektive-Ausgaben-Link Desktop/Mobile/Fallback\n- Route rendert und Empty State funktioniert\n- Ausgabenliste zeigt Geldfluss-Spalten\n- Einnahmenliste zeigt Eingangskonto/Absender/Herkunft\n- Transfersliste zeigt Von/Zu-Konto\n- Help Button vorhanden\n- Help Dialog öffnet\n- Help erwähnt Confirm, Transfers und confirmed-only\n\n### Safety\n\n- **Source Secret Scan:** OK\n- **Frontend Build Secret Scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Runtime-DB ins Git:** nein\n- **Echte CSV/XLS/PDF ins Git:** nein\n- **API-Keys ins Frontend:** nein\n- **Produktiver Bulk Confirm:** nein\n- **Massenbuchungen:** nein\n- **Stille Mutationen:** nein\n\n---\n\n## Browser / Runtime Sanity\n\nDashboard neu gestartet:\n\n- **Backend:** läuft, Health `200`\n- **Frontend:** läuft, Route `200`\n- **Tailscale/Frontend:** erreichbar\n\nGeprüfte Routen, alle `200`:\n\n- `/`\n- `/planning/budget/expenses/actual`\n- `/planning/budget/expenses/review`\n- `/planning/budget/transfers`\n- `/planning/budget/income`\n- `/planning/budget/analysis/data-explorer`\n- `/planning/budget/analysis/categories`\n- `/planning/budget/analysis/monthly`\n- `/planning/budget/analysis/budget-vs-actual`\n- `/planning/budget/rules`\n- `/crypto`\n- `/portfolio`\n- `/equity`\n- `/wallets`\n- `/reports`\n\nBrowser-UAT:\n\n- Effektive Ausgaben lädt\n- Spalten für Geldfluss sichtbar\n- Buchungen prüfen lädt\n- Transfer-/Income-/True-Wealth Tabs sichtbar\n- Transfer-Erklärung sichtbar\n- Transfers-Seite lädt\n- Einkünfte/Geld Eingang zeigt Eingangskonto/Absender/Herkunft\n- keine JS-Fehler\n\n---\n\n## Offene Grenzen\n\n- Kein echtes physisches iPhone getestet; Mobile-Verhalten wurde über Tests, DOM und Route-Sanity abgesichert.\n- `True Wealth Cash` wurde **nicht produktiv angelegt**, weil das eine Mutation wäre. Es ist vorbereitet und muss später explizit per Preview → Confirm → Audit angelegt werden.\n- Transfer-Audit-Detailansicht zeigt aktuell Hinweis „Audit vorhanden · Details später“; vollständiger Audit-Verlauf im Drawer bleibt Folgeschritt.\n- Keine Fixkosten/Subscriptions gebaut — bewusst ausgelassen.\n\n---\n\n## Empfehlung nächster Sprint\n\nJetzt ist die Basis sauber genug für:\n\n**Fixkosten/Subscriptions v1**\n\nEmpfohlener Startpunkt:\n1. `True Wealth Cash` explizit per Preview → Confirm → Audit anlegen, falls gewünscht.\n2. Danach Fixkosten-/Subscription-Kandidaten nur reviewpflichtig klassifizieren.\n3. Keine automatische Massenbuchung; weiterhin Preview → Confirm → Audit.",
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              "text": "## Budget Workflow Clarification & Help UX Sprint — abgeschlossen\n\n**Branch:** `feat/budget-workflow-help-ux`  \n**Commit:** `0eebabba6cc18192a93be4d1301951551a98564a`  \n**Push:** ja, Remote-Hash passt exakt  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/budget-workflow-help-ux\n\n---\n\n## Ergebnis nach Anforderungen\n\n- **Effektive-Ausgaben-Link gefixt:** ja  \n  `/planning/budget/expenses/actual` lädt direkt, über Desktop-Menü und Mobile-Link.\n\n- **iPhone Navigation geprüft:** teilweise ja  \n  Automatisiert/DOM-seitig geprüft:\n  - Mobile Bottom Link vorhanden\n  - Mobile/Fallback-Menü-Link für Effektive Ausgaben in Tests abgesichert\n  - Route direkt per Browser/HTTP `200`\n  \n  Kein physisches iPhone getestet — wie üblich, der Herr hat mir leider noch keinen echten Arm und Safari Remote Debugging verliehen.\n\n- **Transferlogik dokumentiert/umgesetzt:** ja  \n  Fachlogik in UI, Review und Tests klargestellt:\n  - Transfer ≠ Einnahme\n  - Transfer ≠ Ausgabe\n  - Kreditkartenausgleich zählt nicht als Ausgabe\n  - True Wealth Überweisung zählt nicht als Konsumausgabe/Einkommen\n  - Investment Transfer wird als eigener Transfer-Typ geführt\n\n- **Haushalt 2026 Sicht geklärt:** ja  \n  UI erklärt jetzt:\n  - Haushalt 2026 = aggregierte Budget-Sicht\n  - reale Konten/Quellen bleiben getrennt filterbar\n  - Raiffeisen, AKB, VISA, Migros, Manuell, True Wealth Cash werden nicht physisch in ein Konto gepresst\n\n- **True Wealth Cash vorbereitet:** ja  \n  - Runtime read-only geprüft: `True Wealth Cash` existiert aktuell nicht.\n  - Kein stilles Anlegen durchgeführt.\n  - UI-Hinweis vorbereitet: produktiv nur über Preview → Confirm → Audit, ohne Beträge, ohne Import.\n  - Transfer-Review schlägt bei True-Wealth-Fällen `True Wealth Cash` als Ziel vor.\n\n- **Geldfluss-Spalten ergänzt:** ja  \n  - Ausgaben: Von Konto/Quelle, Händler/Empfänger, Kategorie, Währung, Herkunft, Status\n  - Einnahmen/Geld Eingang: Eingangskonto, Von/Absender/Arbeitgeber, Kategorie, Herkunft\n  - Transfers: Von Konto, Zu Konto, Beschreibung, Währung, Typ, Status, Audit/Verlauf\n\n- **Transfer-Review verbessert:** ja  \n  Review zeigt jetzt verständlicher:\n  - warum Transfer/Investment/Kreditkartenausgleich\n  - Von Konto\n  - vorgeschlagenes Zielkonto\n  - Gegenbuchung ja/nein\n  - Hinweis: zählt nicht in Budget-Ausgaben/Einnahmen\n  - Aktionen bleiben auditiert, keine stillen Mutationen\n\n- **Help-Funktion pro Seite:** ja  \n  Globaler `? Hilfe` Button im App-Shell/Header.\n\n- **Zentrale Help-Texte:** ja  \n  Neu:\n  - `frontend/src/help/pageHelp.ts`\n  - `frontend/src/components/PageHelpButton.vue`\n\n  Help-Texte zentral gepflegt mit:\n  - Zweck\n  - sichtbare Daten\n  - Aktionen\n  - Ausschlüsse\n  - Warnhinweise\n\n---\n\n## Implementierte Kernpunkte\n\n### Navigation / Effektive Ausgaben\n\nGeprüft und abgesichert:\n\n- Route existiert\n- Router-Konfiguration funktioniert\n- Desktop Sidebar Link funktioniert\n- Mobile Bottom Link vorhanden\n- Fullscreen/Fallback-Mobile-Link in Tests abgesichert\n- Lazy Import funktioniert\n- Komponente vorhanden\n- API-Aufruf erfolgreich\n- Seite lädt ohne JS-Fehler\n- confirmed-only Ausgabenliste oder Empty State vorhanden\n\n### Transfers\n\nNeu/erweitert:\n\n- API: `GET /api/budget/transfers`\n- Frontend-Route: `/planning/budget/transfers`\n- UI-Seite: Transfers\n- Transfer-Typen:\n  - `internal_transfer`\n  - `credit_card_payment`\n  - `investment_transfer`\n  - `other_transfer`\n- Migration auf Schema-Version `27`\n- Transfer-Tabelle zeigt Von/Zu-Konto und Transfer-Typ\n\n### Help UX\n\nHelp verfügbar für User-Seiten u.a.:\n\n- Command Center\n- Portfolio\n- Crypto\n- Aktien & ETFs\n- Wallets\n- Position hinzufügen\n- Budget Übersicht\n- Effektive Ausgaben\n- Buchungen prüfen\n- Einkünfte / Effektive Einnahmen\n- Daten-Explorer\n- Budgetstatus\n- Budget vs Ist\n- Kategorieanalyse\n- Monatsvergleich\n- Kategorien & Tags\n- Regeln / Händler\n- Reports\n- Transfers\n\n---\n\n## Tests / Build / Safety\n\n### Backend\n\n- **Python compile:** OK\n- **pytest full:** `436 passed`\n\nNeue Backend-Tests decken ab:\n\n- AKB/Raiffeisen Transfer zählt nicht als Income/Expense\n- Kreditkartenausgleich zählt nicht als Expense\n- True Wealth Transfer zählt nicht als Expense\n- True Wealth Cash Zielkonto per Preview/Confirm vorbereitet\n- Transfer Confirm schreibt Audit\n- Transfer-Liste zeigt Von/Zu-Konto\n\n### Frontend\n\n- **npm test full:** `72 passed`\n- **npm run build:** OK\n\nNeue Frontend-Tests decken ab:\n\n- Effektive-Ausgaben-Link Desktop/Mobile/Fallback\n- Route rendert und Empty State funktioniert\n- Ausgabenliste zeigt Geldfluss-Spalten\n- Einnahmenliste zeigt Eingangskonto/Absender/Herkunft\n- Transfersliste zeigt Von/Zu-Konto\n- Help Button vorhanden\n- Help Dialog öffnet\n- Help erwähnt Confirm, Transfers und confirmed-only\n\n### Safety\n\n- **Source Secret Scan:** OK\n- **Frontend Build Secret Scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Runtime-DB ins Git:** nein\n- **Echte CSV/XLS/PDF ins Git:** nein\n- **API-Keys ins Frontend:** nein\n- **Produktiver Bulk Confirm:** nein\n- **Massenbuchungen:** nein\n- **Stille Mutationen:** nein\n\n---\n\n## Browser / Runtime Sanity\n\nDashboard neu gestartet:\n\n- **Backend:** läuft, Health `200`\n- **Frontend:** läuft, Route `200`\n- **Tailscale/Frontend:** erreichbar\n\nGeprüfte Routen, alle `200`:\n\n- `/`\n- `/planning/budget/expenses/actual`\n- `/planning/budget/expenses/review`\n- `/planning/budget/transfers`\n- `/planning/budget/income`\n- `/planning/budget/analysis/data-explorer`\n- `/planning/budget/analysis/categories`\n- `/planning/budget/analysis/monthly`\n- `/planning/budget/analysis/budget-vs-actual`\n- `/planning/budget/rules`\n- `/crypto`\n- `/portfolio`\n- `/equity`\n- `/wallets`\n- `/reports`\n\nBrowser-UAT:\n\n- Effektive Ausgaben lädt\n- Spalten für Geldfluss sichtbar\n- Buchungen prüfen lädt\n- Transfer-/Income-/True-Wealth Tabs sichtbar\n- Transfer-Erklärung sichtbar\n- Transfers-Seite lädt\n- Einkünfte/Geld Eingang zeigt Eingangskonto/Absender/Herkunft\n- keine JS-Fehler\n\n---\n\n## Offene Grenzen\n\n- Kein echtes physisches iPhone getestet; Mobile-Verhalten wurde über Tests, DOM und Route-Sanity abgesichert.\n- `True Wealth Cash` wurde **nicht produktiv angelegt**, weil das eine Mutation wäre. Es ist vorbereitet und muss später explizit per Preview → Confirm → Audit angelegt werden.\n- Transfer-Audit-Detailansicht zeigt aktuell Hinweis „Audit vorhanden · Details später“; vollständiger Audit-Verlauf im Drawer bleibt Folgeschritt.\n- Keine Fixkosten/Subscriptions gebaut — bewusst ausgelassen.\n\n---\n\n## Empfehlung nächster Sprint\n\nJetzt ist die Basis sauber genug für:\n\n**Fixkosten/Subscriptions v1**\n\nEmpfohlener Startpunkt:\n1. `True Wealth Cash` explizit per Preview → Confirm → Audit anlegen, falls gewünscht.\n2. Danach Fixkosten-/Subscription-Kandidaten nur reviewpflichtig klassifizieren.\n3. Keine automatische Massenbuchung; weiterhin Preview → Confirm → Audit."
            }
          ],
          "id": "msg_08efd988e539badb016a0b53a8f64c819189b282e77c645526",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] backend und frontend neu starten bitte"
    },
    {
      "role": "assistant",
      "content": "Ich starte Backend und Frontend aus dem aktuellen FinanceManager-Branch neu und prüfe danach Health/HTTP.",
      "tool_calls": [
        {
          "id": "call_c8enT7pg8IKl6CsWEYWWO4di",
          "call_id": "call_c8enT7pg8IKl6CsWEYWWO4di",
          "response_item_id": "fc_08efd988e539badb016a0b5435d6208191b35592fac365fb8d",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'branch=' && git branch --show-current\\nfor port in 8000 5173; do\\n  pids=$(fuser -n tcp \\\"$port\\\" 2>/dev/null || true)\\n  if [ -n \\\"$pid...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Restarting and inspecting processes**\n\nOkay, it sounds like a restart is needed here, and I'm considering what tools we might rely on. Maybe I should check our skills, and there's a mention of Hermes and finance system architecture. It seems relevant, especially since the user is asking for something straightforward in FinanceManager. I should probably use the terminal and inspect the processes closely to see what’s loaded and available! Let's see where this takes us.",
      "reasoning_content": "**Restarting and inspecting processes**\n\nOkay, it sounds like a restart is needed here, and I'm considering what tools we might rely on. Maybe I should check our skills, and there's a mention of Hermes and finance system architecture. It seems relevant, especially since the user is asking for something straightforward in FinanceManager. I should probably use the terminal and inspect the processes closely to see what’s loaded and available! Let's see where this takes us.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC1Q1oJiY7bVC-ANSTK7BQlLV5EAl10ALzRy1YsgtfEzv8rneweALPnXw-RuqqnQqrdY5HbIjPEUvs3H2MJP_LlJQvhV-2m7q4tMmA4rmy0o0C7wYO1HMCUXGZ3VFRSR3hKSe7Qo8sY4qZ8IfnBZLsaoWVd9byHmNH2L2ud6LqPXF5VufJoBj-9xJ1B4ew4p-NgmmyX3oWIGROXsiG6PHh1SwuGEWxTz0W4MINRsnRhOyxMxIIPgGKsWEtjD46mh13Zu2aKLpEcx6YIAzodGnxfRI9Qv_lAA4XeMuBIaSy3Icw8ghBoGCM1Rc2UUz72gm7Q_cPdXAz-AG7hldsSZF0bAl3PmzfTsHDi6cRjDshtlTV3hGPeV5gytxrMhBxzf0i_mnsnFX5NTIraAo8DFA-APP1dsTP_wH9Xxtk3D2IxHKe7VaDcOVzmxkQAwlwTlpwHBI0_ZaMZk6deoexfn4871ApQotnkZHKUC9AqRFq2290m2txQeYECG_k8e7E6DwoyBgxhNW7OqQxZybXu_GVerrN7G-YJMxKCiGj-YbNstAVpUyCWxawZQ-roH06UdsOX1zQ1hGNXYhypidtM61HESulOSqBGk3niIG3BcNAn1lqc4igZE2mxKYP9ebPp8IpmvyniaND1ZqlWAgAhB4sRSgOALeAIyy45DewjqpNOior0S5SP-VFxvNLof9twb-A6rycJ390dCVihNjk1iPfCGc-tdXc2dphslYCTDQiiHhm2N8WossMYCbDIut9MAy6ZYQ4REZrcdNICEEXlwCWRcZU_Cr3JHwI0vc7GzQxeLAtpB43TUUkXPrFNZGakkTsZ6uJu3Tip-7O85GRM1WVBe0mGLs9fPKgVPiHm_OrkEChMSbO5uzC5-OvN2MtRBuajCp1TpJbkJVo7uWpt5vy9W7IKJJSNNd87cA6ThqO9OxRJHY855Jjf4UVfffP6--xJbB_LWDOTDDKmw8fjXSpnkp_OED8_wiTutBv54sWJqhc46u0mIPah5xXH2tfpZJPAIebo4uvN28xflyCCVrvyQcgDG7jGONjn30mDgAHaTrU73GmQXEcJavq0WUvQUn620kz2MJJONUWJgyimWOFVkGgQ7l_PG0EUyDGCKbzpSOfF2KgbECvgGngnGh51j_hC-F4OC6yluHez1ZOXc25Syd6E6YhFtgXJi9sYtJu6d_oLdTGrrp47HUfUlYYWbaKTmoRxEObD6Hab9WrHy7yFStw8taRyV2rsre0LJiH4Vh_BFscvfokeafFd6KdX84UneRYN5VNl6pdRSNZ4baa0ViCw==",
          "id": "rs_08efd988e539badb016a0b5432e9548191b9eb1ae28b588270",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Restarting and inspecting processes**\n\nOkay, it sounds like a restart is needed here, and I'm considering what tools we might rely on. Maybe I should check our skills, and there's a mention of Hermes and finance system architecture. It seems relevant, especially since the user is asking for something straightforward in FinanceManager. I should probably use the terminal and inspect the processes closely to see what’s loaded and available! Let's see where this takes us."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich starte Backend und Frontend aus dem aktuellen FinanceManager-Branch neu und prüfe danach Health/HTTP."
            }
          ],
          "id": "msg_08efd988e539badb016a0b5435b4348191995957f1e645ea02",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"branch=feat/budget-workflow-help-ux\\nstopping port 8000:  592184\\nstopping port 5173:  592221\\nports cleaned\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_c8enT7pg8IKl6CsWEYWWO4di"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_xI6uqyMutUUp20uTEYhQ6P7k",
          "call_id": "call_xI6uqyMutUUp20uTEYhQ6P7k",
          "response_item_id": "fc_08efd988e539badb016a0b54407a808191bd2c9aa999ab175f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate\\nexport JARVIS_FINANCE_RUNTIME_DIR=~/jarvis_runtime/finance-system\\nunset JARVIS_FINANCE_DB_PATH\\nPYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 0.0.0.0 --port 8000\",\"watch_patterns\":[\"Application startup complete\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_0ac4ac706882\", \"pid\": 592963, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Application startup complete\"]}",
      "tool_call_id": "call_xI6uqyMutUUp20uTEYhQ6P7k"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_OJYUtkXe6zHxy735Duax6DC6",
          "call_id": "call_OJYUtkXe6zHxy735Duax6DC6",
          "response_item_id": "fc_08efd988e539badb016a0b54473e208191a7409c2fa6dbd175",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"npm run dev -- --host 0.0.0.0 --port 5173\",\"watch_patterns\":[\"Local:\",\"Network:\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_a070460a83e9\", \"pid\": 592976, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Local:\", \"Network:\"]}",
      "tool_call_id": "call_OJYUtkXe6zHxy735Duax6DC6"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_KPqQxYVkMbFReXIvOWhXMRUL",
          "call_id": "call_KPqQxYVkMbFReXIvOWhXMRUL",
          "response_item_id": "fc_08efd988e539badb016a0b544b6cac8191bbc9f3b894444776",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"wait\",\"session_id\":\"proc_0ac4ac706882\",\"timeout\":5}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"status\": \"timeout\", \"output\": \"\", \"timeout_note\": \"Waited 5s, process still running\"}",
      "tool_call_id": "call_KPqQxYVkMbFReXIvOWhXMRUL"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_XCVF3g1PUvze8WIlw26Eyhqg",
          "call_id": "call_XCVF3g1PUvze8WIlw26Eyhqg",
          "response_item_id": "fc_08efd988e539badb016a0b5454a7888191a443d0337de31bc7",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"poll\",\"session_id\":\"proc_0ac4ac706882\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[process] poll session=proc_0ac4ac706882",
      "tool_call_id": "call_XCVF3g1PUvze8WIlw26Eyhqg"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GT8CXRBYMtbWaGc7z9RG4gdc",
          "call_id": "call_GT8CXRBYMtbWaGc7z9RG4gdc",
          "response_item_id": "fc_08efd988e539badb016a0b54590ee881918276c35bd4c1aa65",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"poll\",\"session_id\":\"proc_a070460a83e9\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"session_id\": \"proc_a070460a83e9\", \"command\": \"npm run dev -- --host 0.0.0.0 --port 5173\", \"status\": \"running\", \"pid\": 592976, \"uptime_seconds\": 17, \"output_preview\": \"\"}",
      "tool_call_id": "call_GT8CXRBYMtbWaGc7z9RG4gdc"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_7iIp7Cegejn3aMUqIUdTE3pd",
          "call_id": "call_7iIp7Cegejn3aMUqIUdTE3pd",
          "response_item_id": "fc_08efd988e539badb016a0b545e573c8191829991df3ca9e336",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nbackend=$(curl -fsS http://127.0.0.1:8000/api/health)\\nfront_local=$(curl -fsS -o /dev/null -w '%{http_code}' http://127.0.0.1:5173/)\\nfront_expenses=$(curl -fsS -o /dev/null -w '%{htt...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nbackend=$(curl -fsS http://127.0.0.1:8000/api/health)\nfront...` -> exit 0, 1 lines output",
      "tool_call_id": "call_7iIp7Cegejn3aMUqIUdTE3pd"
    },
    {
      "role": "assistant",
      "content": "Erledigt, Sir.\n\n- **Branch:** `feat/budget-workflow-help-ux`\n- **Backend neu gestartet:** ja\n  - PID: `592963`\n  - Health: `ok`\n  - Mode: `read-only`\n- **Frontend neu gestartet:** ja\n  - PID: `592976`\n  - Lokal: `200`\n  - Effektive Ausgaben Route: `200`\n  - Tailscale Frontend: `200`\n\nLinks:\n- Lokal: `http://127.0.0.1:5173`\n- Tailscale: `http://100.85.29.67:5173`\n- Effektive Ausgaben: `http://100.85.29.67:5173/planning/budget/expenses/actual`",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Erledigt, Sir.\n\n- **Branch:** `feat/budget-workflow-help-ux`\n- **Backend neu gestartet:** ja\n  - PID: `592963`\n  - Health: `ok`\n  - Mode: `read-only`\n- **Frontend neu gestartet:** ja\n  - PID: `592976`\n  - Lokal: `200`\n  - Effektive Ausgaben Route: `200`\n  - Tailscale Frontend: `200`\n\nLinks:\n- Lokal: `http://127.0.0.1:5173`\n- Tailscale: `http://100.85.29.67:5173`\n- Effektive Ausgaben: `http://100.85.29.67:5173/planning/budget/expenses/actual`"
            }
          ],
          "id": "msg_08efd988e539badb016a0b5467fb0c81919e08115f9b429ae2",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_9e35527ffbaf matched watch pattern \"Application startup complete\".\nCommand: source ~/jarvis_runtime/finance-system/venv/bin/activate\nexport JARVIS_FINANCE_RUNTIME_DIR=~/jarvis_runtime/finance-system\nunset JARVIS_FINANCE_DB_PATH\nPYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 0.0.0.0 --port 8000\nMatched output:\nINFO:     Application startup complete.]"
    },
    {
      "role": "assistant",
      "content": "Das ist die ältere Backend-Session `proc_9e35527ffbaf` aus dem vorherigen Startlauf.\n\nAktueller Stand nach dem letzten Neustart:\n\n- **Aktives Backend:** `proc_0ac4ac706882`\n- **PID:** `592963`\n- **Health:** OK\n- **Aktives Frontend:** `proc_a070460a83e9`\n- **PID:** `592976`\n- **Frontend lokal/Tailscale:** OK\n\nDie Meldung ist also nur ein verspätetes Watch-Pattern-Signal der alten Session, kein Fehler.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Das ist die ältere Backend-Session `proc_9e35527ffbaf` aus dem vorherigen Startlauf.\n\nAktueller Stand nach dem letzten Neustart:\n\n- **Aktives Backend:** `proc_0ac4ac706882`\n- **PID:** `592963`\n- **Health:** OK\n- **Aktives Frontend:** `proc_a070460a83e9`\n- **PID:** `592976`\n- **Frontend lokal/Tailscale:** OK\n\nDie Meldung ist also nur ein verspätetes Watch-Pattern-Signal der alten Session, kein Fehler."
            }
          ],
          "id": "msg_08efd988e539badb016a0b54708ef08191aa14279cae9eb122",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] bist du noch dran das backend und frontend neu zu starten? ich komme nicht auf das dashboard: Read-only · lokale Runtime-Daten\nCommand Center\n\nLädt automatisch lokale FastAPI-/Runtime-Daten. Provider-Refreshes bleiben verboten.\nFastAPI verbunden: neinRuntime-DB verfügbar: neinExterne Provider beim Rendern: nein\nBackend nicht erreichbar\n\nBackend nicht erreichbar oder Runtime-DB nicht verfügbar.\n\nBackend starten:\ncd /home/agent/.hermes/repos/FinanceManager source ~/jarvis_runtime/finance-system/venv/bin/activate PYTHONPATH=src uvicorn jarvis_finance.api.main:app --host 127.0.0.1 --port 8000\n\nFrontend starten:\ncd /home/agent/.hermes/repos/FinanceManager/frontend npm install VITE_API_BASE_URL=http://<tailscale-host>:5173 npm run dev -- --host 0.0.0.0 --port 5173"
    },
    {
      "role": "assistant",
      "content": "Ich prüfe jetzt live Ports, Prozesszustand, Frontend-API-Base und Tailscale-Erreichbarkeit. Wenn die Ursache die falsche Vite-API-URL ist, starte ich Frontend mit explizitem Backend-Port neu.",
      "tool_calls": [
        {
          "id": "call_O85SvPldDIhQ8irmkYrJPctF",
          "call_id": "call_O85SvPldDIhQ8irmkYrJPctF",
          "response_item_id": "fc_08efd988e539badb016a0b54cf95ec81918fd3650225348193",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'branch=' && git branch --show-current\\nprintf '\\\\nprocesses on ports:\\\\n'\\nfor port in 8000 5173; do echo \\\"-- $port\\\"; fuser -v -n tcp ...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Inspecting API issues**\n\nI need to take action and inspect the processes and logs. There's a possibility that the API base for the frontend environment is incorrect. The message indicates that the backend isn't reachable from the browser, which could mean the VITE_API_BASE_URL is pointing to :5173 instead of :8000. I need to verify this and check that the backend hosted at 0.0.0.0 is functioning correctly. I should use appropriate tools to troubleshoot.",
      "reasoning_content": "**Inspecting API issues**\n\nI need to take action and inspect the processes and logs. There's a possibility that the API base for the frontend environment is incorrect. The message indicates that the backend isn't reachable from the browser, which could mean the VITE_API_BASE_URL is pointing to :5173 instead of :8000. I need to verify this and check that the backend hosted at 0.0.0.0 is functioning correctly. I should use appropriate tools to troubleshoot.",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC1TPn-EBith57g4G1Z1TOM43I_zETKC92HllvwA2JJq0yNU4XjBNZH5hiAUg1gQzvz-BGVecITlzRJvwOZnyH6sFm5UMdy_iDoSRueQScXOjvQVECZZmxD-2AJzI5CCgtrA3zwBPTPzOIUWfxQwWdn4icw5lLno9cRCEhiUJZCpP8S0hRlPZ8eFOJr1GwJuQNPi-Hy2A8QlmT-xKb57WnBACXolcdF3g3aP_RZxpLjZ8iYpJLzBGi-1epS-O1uS7vxPQE_3PWzDLZGbRRK9dR7U-qsNhT5h8lpCI1q7AGSDR6rcskYIb5zFcRxdGBhAa1APTVj4BE4cB0FgvlmChWwJD69G9wtXHQpLG-gyGQp7uyEOxfNn0npUMmRRzGZ145lFbeudRA-6rTuMBf8Ony1_Aua7faKf1DYjBnx3gRRLeX148vPLlZVHAdDKhRdrdWY8iYgCE8ukcMspCzIem4KVnm08ZWjtEUrxLVTCreekY9D3wcAyRBORQ6iSUR_t1G7APUN7gm9zj_gFfLNvEExJTxfik1_DvlUZF0xppozaiD7FeDPzRSjCxOJMDciEajZDr8ubsBvIpOmNJ7i-ZPU38Yau6rLRIrXIY2N0R-4CZEzhpWiXeZsOXuvkPW89gD9WuvcmsKzRwaHu6F4X4tm-jnSWHwqOLOp8h7egetUzTJOOYStbs_WwVn0QO6TBW6DGr46YDE0lwl2nrtx8cHp0hWdgDnErsWBWASdS2-UkWGN4dugcQcaCl_d_qvGPn-JzSYbJsGe7vyEfDJn2EQ0RoVPYJy4gQ76-tBsYWW0kM8COnP220P8lDmDn4JMCVrsrt0JNiDNZiRjmrbj35zWt92S_ZfIHK0pTAw65mWznNwGy4Pqk7xwBr_YAQSTWmIjSxcsrbtDVcXm1F4F8rIsnzC2_FX0cVr11ZkgTxvDBNQ6Lv4hgqAIvfNW444kXJ89l8ZAEZH3MD170tn_fApCV1B6eb9cS-XYl92LEcRDiWv-0dmjgeGlJctn0DMAOZix7gTNPwc3M7Nfd1kwP3WdJ5ng_CP2o32y0NjrKx83QgUViPbVeeVorMvh3QQsYyt70cA4p6ii_ouwH4aCbGJqNDhYwD3cMFsxiuyp1E0qEs84oeIGcJAMTloW5j97ftZDGvDVP1R2LDgLUUo8AxSNAA2IukCWNlcRoRaVUhONgfCaja0XKlmil3EfHUHShoYIG6LPd8hko_BJcKPOqzRQX0rfCR--4oJFqFwGocT83f1kM=",
          "id": "rs_08efd988e539badb016a0b54cba4c481919a2d19a7499213a7",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Inspecting API issues**\n\nI need to take action and inspect the processes and logs. There's a possibility that the API base for the frontend environment is incorrect. The message indicates that the backend isn't reachable from the browser, which could mean the VITE_API_BASE_URL is pointing to :5173 instead of :8000. I need to verify this and check that the backend hosted at 0.0.0.0 is functioning correctly. I should use appropriate tools to troubleshoot."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ich prüfe jetzt live Ports, Prozesszustand, Frontend-API-Base und Tailscale-Erreichbarkeit. Wenn die Ursache die falsche Vite-API-URL ist, starte ich Frontend mit explizitem Backend-Port neu."
            }
          ],
          "id": "msg_08efd988e539badb016a0b54cf657081918238bfb1f011d87b",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\ncd /home/agent/.hermes/repos/FinanceManager\nprintf 'branch=...` -> exit 0, 1 lines output",
      "tool_call_id": "call_O85SvPldDIhQ8irmkYrJPctF"
    },
    {
      "role": "assistant",
      "content": "Ursache gefunden: Backend läuft und ist über Tailscale erreichbar, aber das Frontend wurde ohne `VITE_API_BASE_URL` gestartet. Dadurch versucht dein iPhone im Browser `127.0.0.1:8000` zu erreichen — also dein iPhone selbst. Herrlich klassisch.\n\nIch starte das Frontend jetzt neu mit:\n\n`VITE_API_BASE_URL=http://100.85.29.67:8000`",
      "tool_calls": [
        {
          "id": "call_PX5REcJdfp3RZhNSFU3waJjM",
          "call_id": "call_PX5REcJdfp3RZhNSFU3waJjM",
          "response_item_id": "fc_08efd988e539badb016a0b54db3af88191b6e72ca29d4ece93",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\n# keep backend if healthy; restart frontend with tailscale API base\\npids=$(fuser -n tcp 5173 2>/dev/null || true)\\nif [ -n \\\"$pids\\\" ]; then kill $pids 2>/dev/null || true; fi\\nsleep 1\\npids=$(fuser -n tcp 5173 2>/dev/null || true)\\nif [ -n \\\"$pids\\\" ]; then kill -9 $pids 2>/dev/null || true; fi\\nprintf 'frontend_port_cleaned\\\\n'\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "reasoning": "**Resolving API connection issue**\n\nI’m dealing with an issue where the iPhone is trying to call the frontend at 127.0.0.1:8000, which isn’t reaching the backend. I need to restart the frontend using VITE_API_BASE_URL set to http://100.85.29.67:8000. It seems like there might be a problem with the default source code for remote access. I’ll also make sure to verify that the built JavaScript contains everything it should. This needs careful attention!",
      "reasoning_content": "**Resolving API connection issue**\n\nI’m dealing with an issue where the iPhone is trying to call the frontend at 127.0.0.1:8000, which isn’t reaching the backend. I need to restart the frontend using VITE_API_BASE_URL set to http://100.85.29.67:8000. It seems like there might be a problem with the default source code for remote access. I’ll also make sure to verify that the built JavaScript contains everything it should. This needs careful attention!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC1TarsivNsXPgcqmy72Lbt9VSGdYgYYrpe1fWvZ5ZwYUXWkCbLVBkS3VCqImTriJOr7vpxMhRorc8BcEGBwJVhrx1SQf5eE1vA5a_Cbcl24El075KPjs-Lf5IDQ6Jg7JeeQQXkiBkrViPZqHh0U9IO8TCkAGXhKFEqVd2RNpb0Ui3i3QTuYgn1tSta4G7S3XqBc6CQ1QHPR5cuUNhhEqZtbAFHBINT4pnZ2bZkrugqynqgO9T86ftZsOlq8AFz7PZA8EPa_yWYxtB4vAbX2MvvfizNXuZ_zyxJZk4xXsNC1ndzc_kw7vrMv-NVcG71o1Ea1orcSdlWAWnW-YwQZ7wLCk3jYd9Pom6E9JpSWRL6Dpspc25Z4oZTCBKXdgZzx1Xwu55LM9Fs5TZ7nzNKbtDvIICscMovMJgST37f19VYMwPXQgAGqIg3Qd9qQlt0Qbgb_lQUyT1MscdvGmghztDnmwqv9Uxn2YSsbuxCThkKdeDAgKZ0PirVJsZniJLh-u-r74qZ74831fw6h0nFt3lq1IrluK99KgOkmx5uPz4ZdS_3LBJreMprL1yBE9PPA4Zzk-inN7bzCVawgnUFEIHr1bGIyBSPOexHvjfQmyfbUAiTBDrYJnSa1OPw6NyqtBeL4jmJYs6CS-O1nNQ-XuoTdM_QwF99hm8CWyr2rgqk6mMSF1YgFlw93GJ1r10jN85ZJmcNy1T1sZe95-cjaNakxd0KqYPuAVM7WXkvHccgOKIsTdSP4B9qL7ku2AT_HLgRAK-PuI-KQpQ_8evy-bdmJxW9XId6wqBm7w3Bq3WvslKjNXjizJ_-lZvgCCWfyB2CGLe1SuNoZ0sgVS-3x082Yv0z3GSPzBA4GfGC-5bCru3ydwPFDeZf9vmuyWwHgmRzQ8uBEYihNyict7GAJFKg-dLKMzVu5UOwivATPmtuykqlPTH5BfB9QWCwHMK0jcGjJCBvRERcGt-SfFPzZb34jJpNTqwS7uLtIBWReIS02QKe4hwMiWyeRFQa7gs309SVrt8OUiHVjMy-WjSAoznqQKcafRYLOGefrtPH2MvYsgQfD11sV-58RBaonURjk_9ZAL2TO7egWdMeyrH3-zLJNOtMZ3DeG-jUN4_tX6GS-lgksibeSPxCar4hD22_UpXSW_P7Il3Cjbi0CxCF2uSNPq-nHwbLduEBMBN4yLu_dxKfw30F75jn6vHoJY9-SRTvbrWd0QjU8rUUsQDZatB8yXi_sXGyskxDr3ov23WCHEtAU6unQNT0fjxrGeNWSl1avj",
          "id": "rs_08efd988e539badb016a0b54d781348191b73265c6bce57f8a",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Resolving API connection issue**\n\nI’m dealing with an issue where the iPhone is trying to call the frontend at 127.0.0.1:8000, which isn’t reaching the backend. I need to restart the frontend using VITE_API_BASE_URL set to http://100.85.29.67:8000. It seems like there might be a problem with the default source code for remote access. I’ll also make sure to verify that the built JavaScript contains everything it should. This needs careful attention!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ursache gefunden: Backend läuft und ist über Tailscale erreichbar, aber das Frontend wurde ohne `VITE_API_BASE_URL` gestartet. Dadurch versucht dein iPhone im Browser `127.0.0.1:8000` zu erreichen — also dein iPhone selbst. Herrlich klassisch.\n\nIch starte das Frontend jetzt neu mit:\n\n`VITE_API_BASE_URL=http://100.85.29.67:8000`"
            }
          ],
          "id": "msg_08efd988e539badb016a0b54daea708191aebdc6e6dbda60e0",
          "phase": "commentary"
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"frontend_port_cleaned\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_PX5REcJdfp3RZhNSFU3waJjM"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_6lOwWw1skXKUle431KFnUzh9",
          "call_id": "call_6lOwWw1skXKUle431KFnUzh9",
          "response_item_id": "fc_08efd988e539badb016a0b54e2424c8191a776b8515ca7f75e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"background\":true,\"command\":\"export VITE_API_BASE_URL=http://100.85.29.67:8000\\nnpm run dev -- --host 0.0.0.0 --port 5173\",\"watch_patterns\":[\"Local:\",\"Network:\"],\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"Background process started\", \"session_id\": \"proc_1ed0022dbbc6\", \"pid\": 593078, \"exit_code\": 0, \"error\": null, \"watch_patterns\": [\"Local:\", \"Network:\"]}",
      "tool_call_id": "call_6lOwWw1skXKUle431KFnUzh9"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_k4Jm8GCAPA5B7Jz5dlGWmslE",
          "call_id": "call_k4Jm8GCAPA5B7Jz5dlGWmslE",
          "response_item_id": "fc_08efd988e539badb016a0b54e6bc9081918841e86d63cd8192",
          "type": "function",
          "function": {
            "name": "process",
            "arguments": "{\"action\":\"poll\",\"session_id\":\"proc_1ed0022dbbc6\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[process] poll session=proc_1ed0022dbbc6",
      "tool_call_id": "call_k4Jm8GCAPA5B7Jz5dlGWmslE"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_5BwwgJXeksv80ASoBU0CV6iD",
          "call_id": "call_5BwwgJXeksv80ASoBU0CV6iD",
          "response_item_id": "fc_08efd988e539badb016a0b54eaea0481919a49a35ea73dff2a",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\": \"set -euo pipefail\\nprintf 'backend_local='; curl -fsS -o /dev/null -w '%{http_code}\\\\n' http://127.0.0.1:8000/api/health\\nprintf 'backend_tailscale='; curl -fsS -o /dev/null -w '%{http_code}\\\\n' http://10...[truncated]\", \"timeout\": 60, \"workdir\": \"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[terminal] ran `set -euo pipefail\nprintf 'backend_local='; curl -fsS -o /dev/null -w '%{http_...` -> exit -1, 1 lines output",
      "tool_call_id": "call_5BwwgJXeksv80ASoBU0CV6iD"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_to7wf8D5xJtekiInAetjKy0b",
          "call_id": "call_to7wf8D5xJtekiInAetjKy0b",
          "response_item_id": "fc_08efd988e539badb016a0b54fb4be48191891b262f63a8996e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -fsS -o /dev/null -w 'backend_local=%{http_code}\\\\n' http://127.0.0.1:8000/api/health\",\"timeout\":20,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        },
        {
          "id": "call_m6TOyVf7QjHlIGlOfTaDQkS9",
          "call_id": "call_m6TOyVf7QjHlIGlOfTaDQkS9",
          "response_item_id": "fc_08efd988e539badb016a0b54fb51f48191abb6812892e089d1",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -fsS -o /dev/null -w 'backend_tailscale=%{http_code}\\\\n' http://100.85.29.67:8000/api/health\",\"timeout\":20,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        },
        {
          "id": "call_DLGROep9YPkVi4fjbAZ2zmvx",
          "call_id": "call_DLGROep9YPkVi4fjbAZ2zmvx",
          "response_item_id": "fc_08efd988e539badb016a0b54fb520081919dc02e526b168e87",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"curl -fsS -o /dev/null -w 'frontend_tailscale=%{http_code}\\\\n' http://100.85.29.67:5173/\",\"timeout\":20,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
        {
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          "encrypted_content": "gAAAAABqC1T70mTr7wkEKpCQzdzJEFY9vmxCQVMJeAdPAlsZV8TZeVuBw71BKohWlB8EV4tkK8wDRay0EpPe8buEXN3KceUyTcBHTQi9TnC8FvbEkmDJ7R1X_Br2a3kVLd2C3vC0HI_eEYOOai7p_kqc5Pp1YfTicptzHJe6bWTvkixHvylhMM71QDvepRP3fdtPilkWXRuTIijJahtaniYwX9PXhOY6pWMtvovzxjekIf5mwAiiAXqrr1JjP1fHZ-IaRT3yiChBQQzGOH1U8duNBsOQuniMoZQuL_GgJPSFWA92be-LOG_nNpuzoBX1RyFWSUwf1OSG0NnNpjqEaHO38CM4bfdOBvRbHbkiU_qqlAIc0j2T6cAepfBTJdN68pV3Pk3Llw7jym_zAaSOVIEWYl_a2dsgeJ6dXyfpY-2q3seQspsHafGsxYlhylSXUUVkj_RfOoFW2Vo2MnTbrD_l0mna0thyd_9yhA-lhcAErFRFVBH1igWdfyZnJRrNr4g3kXWLk-QwINN1yxL_VUZsAJjCOieUs8CNTfeFwrGAgxVJwNgi7txy6P9N3FYj15DkL0EAjv53_GtRcvGtYKKaZhdS6En3hSLtyDLi3LWSO1Chf-bg1j7VbQCMGmGRxFblRHRdtfvwQCbyJSK7S5XUTyU6Sqmv9Yp54BvDC2NMK6uelOSNH0D286kjfA9SQIV_PUx1pg8MCbzuCbKba7l1l5Qfwi4vLduvhm4ln_qGQHowig8-3az0oj-HGdSi1mbH4T6VefaTKtg9IMsUm-wXAPYcGpNeKne0DqyOZ-PYpOJ4Gj7ml9XJ02ouMFPJTWbg50qMiHM3QNB7X10dKExB7ZepRNWffSB2IRnlyRpfTf5Om5RhX5KzpmZcAdnungSTUJ1qdFEiivboZGFSIwplF-RTSXzbh3i6IJid_OoeVou0puEKWBn1mPPSzIWVquElA71EhP9bYC_ZMlJu6E3-KT1UovWFvQ==",
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        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"backend_local=200\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_to7wf8D5xJtekiInAetjKy0b"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"backend_tailscale=200\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_m6TOyVf7QjHlIGlOfTaDQkS9"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"frontend_tailscale=200\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_DLGROep9YPkVi4fjbAZ2zmvx"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_YTTktV09GDK9cWmuIVCD9oda",
          "call_id": "call_YTTktV09GDK9cWmuIVCD9oda",
          "response_item_id": "fc_08efd988e539badb016a0b5502958c8191825fe1e1b7563528",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python - <<'PY'\\nimport urllib.request\\nsrc=urllib.request.urlopen('http://127.0.0.1:5173/src/api/client.ts',timeout=5).read().decode(errors='ignore')\\nprint('contains_tailscale_api_base=', '100.85.29.67:8000' in src)\\nprint('contains_localhost_default=', '127.0.0.1:8000' in src)\\nPY\",\"timeout\":20,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"output\": \"contains_tailscale_api_base= True\\ncontains_localhost_default= True\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_YTTktV09GDK9cWmuIVCD9oda"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_GAwdi2uo3L2exOw50puOlY2N",
          "call_id": "call_GAwdi2uo3L2exOw50puOlY2N",
          "response_item_id": "fc_08efd988e539badb016a0b5508e59c819195108b2bc58fe704",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"http://100.85.29.67:5173/\"}"
          }
        }
      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "[browser_navigate] http://100.85.29.67:5173/ (6,214 chars)",
      "tool_call_id": "call_GAwdi2uo3L2exOw50puOlY2N"
    },
    {
      "role": "assistant",
      "content": "",
      "tool_calls": [
        {
          "id": "call_Nc9rXUrkGpamtm5yG9Nf4zDZ",
          "call_id": "call_Nc9rXUrkGpamtm5yG9Nf4zDZ",
          "response_item_id": "fc_08efd988e539badb016a0b5513057c819183658d69367f1a64",
          "type": "function",
          "function": {
            "name": "browser_console",
            "arguments": "{\"clear\":true}"
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      ],
      "finish_reason": "tool_calls"
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"console_messages\": [], \"js_errors\": [], \"total_messages\": 0, \"total_errors\": 0}",
      "tool_call_id": "call_Nc9rXUrkGpamtm5yG9Nf4zDZ"
    },
    {
      "role": "assistant",
      "content": "Ja, Sir — jetzt ist es wirklich korrekt neu gestartet und erreichbar.\n\n**Ursache:** Frontend lief vorher mit falscher API-Base. Dein iPhone hat dadurch versucht, `127.0.0.1:8000` zu erreichen — das ist aus iPhone-Sicht das iPhone selbst, nicht der Server.\n\nIch habe das Frontend neu gestartet mit:\n\n`VITE_API_BASE_URL=http://100.85.29.67:8000`\n\n## Aktueller Status\n\n- **Backend:** läuft\n  - URL: `http://100.85.29.67:8000/api/health`\n  - Status: `200`\n  - Runtime-DB: verfügbar\n\n- **Frontend:** läuft\n  - URL: `http://100.85.29.67:5173`\n  - Status: `200`\n\n- **Browser-Sanity:** OK\n  - Command Center zeigt jetzt:\n    - FastAPI verbunden: **ja**\n    - Runtime-DB verfügbar: **ja**\n  - Keine JS-Fehler\n\n## Bitte auf dem iPhone\n\nÖffne:\n\n`http://100.85.29.67:5173`\n\nFalls Safari noch den alten Zustand cached:\n\n1. Seite komplett neu laden\n2. Falls nötig: Tab schließen und neu öffnen\n3. Nicht `127.0.0.1` verwenden — immer `100.85.29.67`\n\nJetzt sollte das Dashboard wieder laden.",
      "reasoning": "**Finalizing a clear approach**\n\nI’m thinking I need to deliver a concise answer regarding the possibility of using a hard refresh, which can help clear the cache. I might also want to touch upon older processes, perhaps contrasting them with the current situation. It's essential to make those distinctions clear to ensure that I'm providing accurate and relevant information. Let’s aim for clarity and precision in the final result!",
      "reasoning_content": "**Finalizing a clear approach**\n\nI’m thinking I need to deliver a concise answer regarding the possibility of using a hard refresh, which can help clear the cache. I might also want to touch upon older processes, perhaps contrasting them with the current situation. It's essential to make those distinctions clear to ensure that I'm providing accurate and relevant information. Let’s aim for clarity and precision in the final result!",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0b551aea708191a37df457b5e6c712",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Finalizing a clear approach**\n\nI’m thinking I need to deliver a concise answer regarding the possibility of using a hard refresh, which can help clear the cache. I might also want to touch upon older processes, perhaps contrasting them with the current situation. It's essential to make those distinctions clear to ensure that I'm providing accurate and relevant information. Let’s aim for clarity and precision in the final result!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Ja, Sir — jetzt ist es wirklich korrekt neu gestartet und erreichbar.\n\n**Ursache:** Frontend lief vorher mit falscher API-Base. Dein iPhone hat dadurch versucht, `127.0.0.1:8000` zu erreichen — das ist aus iPhone-Sicht das iPhone selbst, nicht der Server.\n\nIch habe das Frontend neu gestartet mit:\n\n`VITE_API_BASE_URL=http://100.85.29.67:8000`\n\n## Aktueller Status\n\n- **Backend:** läuft\n  - URL: `http://100.85.29.67:8000/api/health`\n  - Status: `200`\n  - Runtime-DB: verfügbar\n\n- **Frontend:** läuft\n  - URL: `http://100.85.29.67:5173`\n  - Status: `200`\n\n- **Browser-Sanity:** OK\n  - Command Center zeigt jetzt:\n    - FastAPI verbunden: **ja**\n    - Runtime-DB verfügbar: **ja**\n  - Keine JS-Fehler\n\n## Bitte auf dem iPhone\n\nÖffne:\n\n`http://100.85.29.67:5173`\n\nFalls Safari noch den alten Zustand cached:\n\n1. Seite komplett neu laden\n2. Falls nötig: Tab schließen und neu öffnen\n3. Nicht `127.0.0.1` verwenden — immer `100.85.29.67`\n\nJetzt sollte das Dashboard wieder laden."
            }
          ],
          "id": "msg_08efd988e539badb016a0b551c90d081919f8ea53daa86a246",
          "phase": "final_answer"
        }
      ],
      "finish_reason": "stop"
    },
    {
      "role": "user",
      "content": "[M G] [IMPORTANT: Background process proc_a070460a83e9 matched watch pattern \"Local:\".\nCommand: npm run dev -- --host 0.0.0.0 --port 5173\nMatched output:\n  ➜  Local:   http://localhost:5173/\n  ➜  Network: http://192.168.122.42:5173/\n  ➜  Network: http://100.85.29.67:5173/]"
    },
    {
      "role": "assistant",
      "content": "Das ist wieder die ältere Frontend-Session `proc_a070460a83e9` mit dem **alten Start ohne** `VITE_API_BASE_URL`.\n\nDie **aktuell relevante** Frontend-Session ist:\n\n- **Session:** `proc_1ed0022dbbc6`\n- **Start mit:** `VITE_API_BASE_URL=http://100.85.29.67:8000`\n- **URL:** `http://100.85.29.67:5173`\n- **Status:** geprüft OK\n- **Command Center:** FastAPI verbunden **ja**, Runtime-DB verfügbar **ja**\n\nDie Watch-Meldung kam verspätet aus dem alten Prozess-Monitoring. Entscheidend ist: Das Dashboard ist jetzt über Tailscale korrekt verbunden.",
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
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              "text": "Das ist wieder die ältere Frontend-Session `proc_a070460a83e9` mit dem **alten Start ohne** `VITE_API_BASE_URL`.\n\nDie **aktuell relevante** Frontend-Session ist:\n\n- **Session:** `proc_1ed0022dbbc6`\n- **Start mit:** `VITE_API_BASE_URL=http://100.85.29.67:8000`\n- **URL:** `http://100.85.29.67:5173`\n- **Status:** geprüft OK\n- **Command Center:** FastAPI verbunden **ja**, Runtime-DB verfügbar **ja**\n\nDie Watch-Meldung kam verspätet aus dem alten Prozess-Monitoring. Entscheidend ist: Das Dashboard ist jetzt über Tailscale korrekt verbunden."
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      "content": "[M G] Der Budget Workflow Clarification & Help UX Sprint ist akzeptiert.\n\nBitte starte jetzt einen gezielten:\n\n# Budget Categories Cleanup & Duplicate Handling Sprint\n\nZiel:\nDie Ausgabenkategorien sollen auf die finale gewünschte Struktur reduziert werden. Kategorien müssen auf der Seite „Kategorien & Tags“ zuverlässig hinzugefügt, umbenannt, sortiert, archiviert/gelöscht werden können. Zusätzlich sollen echte Duplikate künftig automatisch erkannt und nicht mehr im normalen Review zur Freigabe angezeigt werden.\n\nWichtig:\n\n* Keine neuen Importquellen.\n* Keine Fixkosten/Subscriptions in diesem Sprint.\n* Keine Runtime-DB ins Git.\n* Keine echten Beträge im Chat.\n* Keine stillen Mutationen.\n* Vor produktiver Kategorie-Migration Backup erstellen.\n* Kategorieänderungen müssen Audit schreiben.\n* Kategorien mit Buchungen nicht hart löschen, sondern zuerst umhängen oder archivieren.\n* Confirm/Audit-Regeln bleiben gültig.\n\n## 1. Finale Ausgaben-Kategorien festlegen\n\nFür expense sollen künftig nur noch diese Kategorien aktiv sein, genau in dieser Reihenfolge:\n\n1. Essen & Haushalt\n2. Versicherungen Wohnen\n3. Versicherungen Leben\n4. Krankenkasse\n5. Auto Melanie\n6. Wohnen\n7. Elektronische Medien\n8. Weiterbildung & Musik\n9. Gesundheit\n10. Haustiere\n11. Steuern\n12. Spenden\n13. Hobbys & Selfcare\n14. Liegenschaftsunterhalt\n15. Liegenschaftsinvestitionen\n16. Einmalige Anschaffungen\n17. Kleider und Schuhe\n\nAlle anderen Ausgaben-Kategorien sollen nicht mehr aktiv im User-Dashboard erscheinen.\n\nWichtig:\nBitte nicht blind löschen. Zuerst prüfen:\n\n* welche Kategorien existieren\n* welche Kategorien Buchungen haben\n* welche Kategorien Budgetpläne haben\n* welche Kategorien Regeln/Merchants nutzen\n* welche Kategorien leer sind\n\n## 2. Kategorie-Konsolidierung / Mapping\n\nBitte eine Mapping-Preview erstellen:\n\nAlte Kategorie → neue Zielkategorie\n\nBeispiele:\n\n* Freizeit / Abos / Ausflüge → Hobbys & Selfcare oder Elektronische Medien, je nach Regel/konkretem Merchant\n* Sonstiges / Administration → Einmalige Anschaffungen oder Steuern/Spenden, falls passender; sonst Review nötig\n* Mobilität / Auto / Transport → Auto Melanie, falls Melanie-Auto-Kontext; sonst Review\n* Shopping / Kleidung & Elektronik → Kleider und Schuhe oder Einmalige Anschaffungen oder Elektronische Medien, je nach Merchant\n* Hausrat / Möbel & Garten → Einmalige Anschaffungen oder Liegenschaftsunterhalt\n* Versicherungen → Versicherungen Wohnen / Versicherungen Leben / Krankenkasse je nach Merchant\n* Gesundheit / Medizin → Gesundheit oder Krankenkasse, je nach Kontext\n\nWenn Mapping nicht eindeutig ist:\n\n* nicht automatisch umhängen\n* Kategorie als needs_category_review markieren\n* Kandidaten/Buchungen zur Review anzeigen\n\n## 3. Produktive Migration nur nach Preview\n\nBitte folgende Schritte:\n\n1. Runtime Backup\n2. Kategorie-Mapping-Dry-Run\n3. Bericht aggregiert:\n\n   * aktive expense Kategorien vorher\n   * Zielkategorien vorhanden/neu\n   * Kategorien mit Buchungen\n   * Kategorien ohne Buchungen\n   * Kategorien mit Budgetplänen\n   * Kategorien mit Merchant/Rule-Verknüpfungen\n   * automatisch umhängbar\n   * reviewpflichtig\n   * keine Beträge im Chat\n4. Falls eindeutig:\n\n   * Zielkategorien anlegen, falls fehlen\n   * sort_order setzen\n   * Buchungen umhängen, wo Mapping eindeutig\n   * Budgetpläne umhängen, wo Mapping eindeutig\n   * Merchant default categories umhängen, wo Mapping eindeutig\n   * Rules umhängen, wo Mapping eindeutig\n   * alte leere Kategorien löschen oder archivieren\n   * alte nicht-leere Kategorien archivieren, falls noch Referenzen bleiben\n   * Audit schreiben\n\nFalls unklar:\n\n* nicht automatisch umhängen\n* Review-Liste erzeugen\n\n## 4. Kategorien & Tags Seite reparieren\n\nAktuell funktioniert Hinzufügen/Löschen von Kategorien offenbar nicht zuverlässig.\n\nBitte prüfen und fixen:\n\n### Kategorie hinzufügen\n\n* Name\n* Typ: income / expense\n* Parent optional\n* sort_order\n* Preview\n* Confirm\n* Audit\n* danach sofort in Liste sichtbar\n* Dropdowns aktualisieren sich\n\n### Kategorie umbenennen\n\n* Preview\n* Confirm\n* Audit\n* betroffene Buchungen behalten Kategorie-ID\n* Anzeige aktualisiert\nsich\n\n### Kategorie löschen\n\nNur erlaubt, wenn:\n\n* keine Buchungen\n* keine Budgetpläne\n* keine Merchant/Rule-Referenzen\n* keine Unterkategorien\n\nWenn Referenzen vorhanden:\n\n* Button „Archivieren“ statt „Löschen“\n* Audit\n* Kategorie verschwindet aus normalen Dropdowns\n* historische Buchungen bleiben korrekt sichtbar\n\n### Kategorie archivieren\n\n* deaktiviert Kategorie\n* historische Daten bleiben\n* Kategorie erscheint nicht mehr in normalen Zuordnungs-Dropdowns\n* Audit\n\n## 5. Drag & Drop Sortierung\n\nBitte auf „Kategorien & Tags“ Drag & Drop Sortierung für aktive expense Kategorien einbauen.\n\nZiel:\nDie oben definierte Reihenfolge wird gespeichert und überall verwendet.\n\nTechnisch:\n\n* Feld sort_order prüfen/ergänzen\n* Drag & Drop in UI\n* Speichern-Button\n* Audit\n* Reorder idempotent\n\nDropdowns sollen danach diese Sortierung verwenden:\n\n* Buchungen prüfen\n* Effektive Ausgaben\n* Manuelle Ausgabe\n* Budgetstatus\n* Merchant/Rules\n* Split UI\n* Daten-Explorer Filter\n\nAkzeptanz:\n\n* Ich kann Kategorien per Drag & Drop sortieren.\n* Sortierung bleibt nach Reload erhalten.\n* Dropdowns zeigen gleiche Reihenfolge.\n\nFalls Drag & Drop auf Mobile schwierig ist:\n\n* Desktop Drag & Drop\n* Mobile Up/Down Buttons als Fallback\n\n## 6. Income Kategorien nicht versehentlich löschen\n\nDieser Sprint betrifft primär expense.\n\nIncome-Kategorien wie:\n\n* Lohn Marcel\n* Lohn Melanie\n* Bonus\n* Rückerstattung\n* Sonstige Einnahmen\n\ndürfen nicht versehentlich gelöscht werden.\n\nBitte getrennt behandeln:\n\n* expense cleanup\n* income unverändert, außer offensichtliche UAT/Testdaten\n\n## 7. Duplikate automatisch behandeln\n\nProblem:\nDoppelte Buchungen sollen nicht mehr im normalen User-Review zur Freigabe erscheinen.\n\nBitte neue Logik:\n\n### Sichere Duplikate\n\nWenn ein Kandidat mit hoher Sicherheit ein Duplikat ist:\n\n* Status: duplicate_existing oder auto_ignored_duplicate\n* nicht im normalen Tab „Alle neuen“ anzeigen\n* nicht im normalen Review zur Freigabe anzeigen\n* nicht produktiv buchen\n* in separatem Admin/Debug-Tab sichtbar:\n\n  * Duplikate / automatisch ignoriert\n* Audit/Event schreiben\n\n### Mögliche Duplikate\n\nWenn unsicher:\n\n* Status: duplicate_candidate\n* sichtbar im Tab Mögliche Duplikate\n* nicht confirmbar ohne explizite Aktion:\n\n  * „Trotzdem buchen“\n  * „Als Duplikat ignorieren“\n  * „Mit bestehender Buchung verknüpfen“\n\n### Migros/Kreditkarte\n\nBesonders wichtig:\n\n* Migros Kreditkarte bleibt covered_by_migros\n* Migros CSV ist Quelle\n* keine Doppelbuchung\n* sichere Kreditkarten-Migros nicht im normalen Review anzeigen\n\n### Manuelle Buchung vs CSV\n\nWenn eine manuelle Buchung später durch CSV kommt:\n\n* als mögliches oder sicheres Duplikat markieren\n* keine doppelte Buchung\n\n## 8. Review UI Duplikate\n\nBitte Review-Tabs anpassen:\n\nNormale User-Tabs:\n\n* Alle neuen\n* Review nötig\n* Auto-zugeordnet\n* Einkommen\n* Transfers\n* Galaxus/Digitec\n* Unklar\n\nSeparater Tab:\n\n* Mögliche Duplikate\n\nAdmin/Debug oder sekundärer Bereich:\n\n* Automatisch ignorierte Duplikate\n* Covered by Source\n\nAkzeptanz:\n\n* sichere Duplikate stören nicht den normalen Review.\n* mögliche Duplikate sind prüfbar.\n* keine Duplikate werden ohne bewusste Aktion produktiv gebucht.\n\n## 9. Tests\n\nBitte Tests ergänzen für:\n\n### Kategorie-Liste\n\n* finale expense Kategorien werden angelegt\n* sort_order korrekt\n* Dropdowns nutzen sort_order\n* alte Kategorien werden archiviert/umgehängt\n* income Kategorien bleiben erhalten\n\n### Kategorie CRUD\n\n* Kategorie hinzufügen funktioniert\n* Kategorie umbenennen funktioniert\n* leere Kategorie löschen funktioniert\n* Kategorie mit Buchungen wird nicht gelöscht, sondern archiviert\n* Audit wird geschrieben\n\n### Drag & Drop / Sortierung\n\n* Sortierung speichern\n* Reload behält Sortierung\n* Dropdown Reihenfolge korrekt\n* Mobile Fallback Up/Down, falls umgesetzt\n\n### Duplikate\n\n* sicheres Duplikat wird auto_ignored_duplicate\n* sicheres Duplikat erscheint nicht im normalen Review\n* mögliches Duplikat erscheint im Duplikat-Tab\n* Migros Kreditkarte covered_by_migros erscheint nicht als normale Ausgabe\n* manuelle Buchung vs CSV wird erkannt\n* trotzdem buchen erfordert expl\nizite Aktion\n* Audit/Event vorhanden\n\n### Safety\n\n* keine Runtime-DB im Git\n* keine echten Daten im Git\n* Git-Safety sauber\n\n## 10. Verifikation\n\nNach Umsetzung:\n\n* Python compile\n* pytest\n* npm test\n* npm run build\n* source secret scan\n* frontend build secret scan\n* Git-Safety\n* Browser sanity:\n\n  * Kategorien & Tags\n  * Buchungen prüfen\n  * Effektive Ausgaben\n  * Split UI\n  * Merchant/Rules\n* git diff --check\n* Commit\n* Push\n\n## 11. Abschlussbericht\n\nBitte berichten:\n\n* Kategorie-Backup erstellt: ja/nein\n* finale expense Kategorien umgesetzt: ja/nein\n* alte Kategorien gelöscht/archiviert/umgehängt: Anzahl\n* reviewpflichtige Kategorien: Anzahl\n* Kategorie hinzufügen funktioniert: ja/nein\n* Kategorie löschen funktioniert: ja/nein\n* Kategorie archivieren funktioniert: ja/nein\n* Drag & Drop Sortierung funktioniert: ja/nein\n* Dropdown-Reihenfolge korrekt: ja/nein\n* sichere Duplikate automatisch ausgeblendet: ja/nein\n* mögliche Duplikate separat sichtbar: ja/nein\n* covered_by_migros nicht im normalen Review: ja/nein\n* Tests\n* Build\n* Git-Safety\n* Commit-Hash\n* Push-Status\n* offene Grenzen\n\nWichtig:\nKeine Fixkosten/Subscriptions starten, bis Kategorien und Duplikate sauber sind."
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      "content": "[execute_code] `from pathlib import Path base=Path('/home/agent/.hermes/repo...` (1 lines output)",
      "tool_call_id": "call_XuM5VsQ9xCugnpUR6Hld7tle"
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      "role": "assistant",
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        {
          "id": "call_HSSkOwpFcDNClvXjKWvTC3AT",
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          "type": "function",
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            "arguments": "{\"limit\":760,\"offset\":700,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
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      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"   700|    \\\"\\\"\\\"Classify a bank row without confirming it.\\n   701|\\n   702|    Positive salary/employer patterns win over generic bank names, while explicit\\n   703|    own-account / card / investment transfer patterns must never become income.\\n   704|    \\\"\\\"\\\"\\n   705|    if _matches_any(description, [\\\"TRUE WEALTH\\\", \\\"TRUEWEALTH\\\"]):\\n   706|        return {\\\"status\\\": \\\"transfer_candidate\\\", \\\"requires_review\\\": True, \\\"classification\\\": \\\"investment_transfer\\\", \\\"review_reason\\\": \\\"true_wealth_investment_transfer\\\", \\\"transaction_type\\\": \\\"transfer\\\", \\\"confidence\\\": \\\"0.95\\\"}\\n   707|    if _matches_any(description, [\\\"VISA\\\", \\\"KREDITKARTE\\\", \\\"KARTENABRECHNUNG\\\", \\\"CREDIT CARD\\\"]):\\n   708|        return {\\\"status\\\": \\\"transfer_candidate\\\", \\\"requires_review\\\": True, \\\"classification\\\": \\\"credit_card_payment\\\", \\\"review_reason\\\": \\\"credit_card_payment_avoids_double_counting\\\", \\\"transaction_type\\\": \\\"transfer\\\", \\\"confidence\\\": \\\"0.95\\\"}\\n   709|    if matched_transfer_pair or _matches_any(description, TRANSFER_PATTERNS):\\n   710|        return {\\\"status\\\": \\\"transfer_candidate\\\", \\\"requires_review\\\": True, \\\"classification\\\": \\\"transfer_candidate\\\", \\\"review_reason\\\": \\\"possible_internal_transfer\\\", \\\"transaction_type\\\": \\\"transfer\\\", \\\"confidence\\\": \\\"0.88\\\"}\\n   711|    if is_positive and _matches_any(description, STRONG_INCOME_PATTERNS):\\n   712|        return {\\\"status\\\": \\\"pending\\\", \\\"requires_review\\\": False, \\\"classification\\\": \\\"income_candidate\\\", \\\"review_reason\\\": \\\"strong_income_pattern\\\", \\\"transaction_type\\\": \\\"income\\\", \\\"confidence\\\": \\\"0.90\\\"}\\n   713|    if is_positive and _matches_any(description, POSSIBLE_INCOME_PATTERNS) and not _matches_any(description, NEGATIVE_INCOME_PATTERNS):\\n   714|        return {\\\"status\\\": \\\"needs_review\\\", \\\"requires_review\\\": True, \\\"classification\\\": \\\"possible_income\\\", \\\"review_reason\\\": \\\"possible_income_pattern\\\", \\\"transaction_type\\\": \\\"income\\\", \\\"confidence\\\": \\\"0.65\\\"}\\n   715|    return {\\\"status\\\": \\\"needs_review\\\", \\\"requires_review\\\": True, \\\"classification\\\": \\\"bank_review\\\", \\\"review_reason\\\": \\\"bank_payment_unclear\\\", \\\"transaction_type\\\": \\\"expense\\\" if not is_positive else \\\"income\\\", \\\"confidence\\\": \\\"0.50\\\"}\\n   716|\\n   717|\\n   718|def seed_bank_transfer_candidates_from_rows(conn: Connection, rows: list[dict[str, Any]], *, source_file_label: str, income_category_id: str | None = None, candidate_source_type: str = \\\"bank_csv\\\") -> dict[str, int]:\\n   719|    parsed = _bank_rows(rows)\\n   720|    transfer_indices = _find_transfer_indices(parsed)\\n   721|    income_name = _category_name(conn, income_category_id)\\n   722|    created = income = transfer = review = dup_count = investment_transfer = credit_card_payment = 0\\n   723|    for br in parsed:\\n   724|        dup = _duplicate_of(conn, br.date, br.amount_abs, br.desc)\\n   725|        category_id = None; category_name = None\\n   726|        decision = _bank_candidate_decision(br.desc, is_positive=br.amount_signed > 0, matched_transfer_pair=br.idx in transfer_indices)\\n   727|        status = str(decision[\\\"status\\\"]); needs_review = bool(decision[\\\"requires_review\\\"]); classification = str(decision[\\\"classification\\\"]); reason = str(decision[\\\"review_reason\\\"]); tx_type = str(decision[\\\"transaction_type\\\"]); conf = str(decision[\\\"confidence\\\"])\\n   728|        if classification == \\\"income_candidate\\\":\\n   729|            category_id = income_category_id; category_name = income_name; income += 1\\n   730|        elif classification == \\\"possible_income\\\":\\n   731|            category_id = income_category_id; category_name = income_name; review += 1\\n   732|        elif classification in {\\\"transfer_candidate\\\", \\\"investment_transfer\\\", \\\"credit_card_payment\\\"}:\\n   733|            transfer += 1\\n   734|            investment_transfer += 1 if classification == \\\"investment_transfer\\\" else 0\\n   735|            credit_card_payment += 1 if classification == \\\"credit_card_payment\\\" else 0\\n   736|        elif dup:\\n   737|            status = \\\"duplicate_candidate\\\"; classification = \\\"possible_duplicate\\\"; reason = \\\"matched_existing_transaction\\\"; dup_count += 1\\n   738|        else:\\n   739|            review += 1\\n   740|        ts = now(); row_ref = f\\\"R{br.idx}\\\"\\n   741|        if _insert_candidate(conn, {\\n   742|            \\\"transaction_candidate_id\\\": \\\"btxcand_\\\" + _candidate_key(source_file_label, row_ref, br.date, br.amount_abs, br.desc),\\n   743|            \\\"source_file_label\\\": source_file_label, \\\"source_row_or_range\\\": row_ref, \\\"source_type\\\": candidate_source_type,\\n   744|            \\\"transaction_date\\\": br.date, \\\"description\\\": br.desc[:300], \\\"merchant\\\": None, \\\"amount_original\\\": br.amount_abs, \\\"currency_original\\\": \\\"CHF\\\",\\n   745|            \\\"proposed_category_id\\\": category_id, \\\"proposed_category_name\\\": category_name, \\\"duplicate_of_transaction_id\\\": dup,\\n   746|            \\\"confidence\\\": conf, \\\"requires_review\\\": needs_review, \\\"status\\\": status, \\\"notes\\\": json.dumps({\\\"transaction_type\\\": tx_type, \\\"reason\\\": reason}, ensure_ascii=False),\\n   747|            \\\"classification\\\": classification, \\\"review_reason\\\": reason, \\\"rule_id\\\": classification, \\\"source_priority\\\": 80,\\n   748|            \\\"account_source\\\": br.account, \\\"raw_fingerprint\\\": _fingerprint([source_file_label, row_ref, br.date, br.amount_abs, br.desc, br.account]), \\\"created_at\\\": ts, \\\"updated_at\\\": ts,\\n   749|        }):\\n   750|            created += 1\\n   751|    conn.commit()\\n   752|    return {\\\"candidate_count\\\": created, \\\"income_candidate_count\\\": income, \\\"transfer_candidate_count\\\": transfer, \\\"investment_transfer_count\\\": investment_transfer, \\\"credit_card_payment_count\\\": credit_card_payment, \\\"review_required_count\\\": review, \\\"possible_duplicate_count\\\": dup_count}\\n   753|\\n   754|\\n   755|def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\", budget_year: str = \\\"2026\\\", include_reference: bool = False) -> list[dict[str, Any]]:\\n   756|    clauses=[]; params=[]\\n   757|    if budget_year:\\n   758|        clauses.append(\\\"substr(transaction_date,1,4)=?\\\"); params.append(budget_year)\\n   759|    if status:\\n   760|        clauses.append(\\\"status=?\\\"); params.append(status)\\n   761|    elif not include_reference and not tab:\\n   762|        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\\")\\n   763|    if tab:\\n   764|        mapping = {\\n   765|            \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n   766|            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\\n   767|            \\\"subscriptions\\\": \\\"classification='subscription_auto'\\\",\\n   768|            \\\"galaxus\\\": \\\"classification='galaxus_review'\\\",\\n   769|            \\\"migros_over_50\\\": \\\"classification='migros_review_over_threshold'\\\",\\n   770|            \\\"health\\\": \\\"classification='health_medical'\\\",\\n   771|            \\\"auto_transport\\\": \\\"classification='auto_transport'\\\",\\n   772|            \\\"shopping\\\": \\\"classification IN ('shopping','galaxus_review')\\\",\\n   773|            \\\"pets\\\": \\\"classification='pets'\\\",\\n   774|            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear','legacy_csv_seed','card_uncategorized')\\\",\\n   775|            \\\"covered_by_migros\\\": \\\"status='covered_by_migros'\\\",\\n   776|            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\n   777|            \\\"transfers\\\": \\\"classification='transfer_candidate' OR status='transfer_candidate'\\\",\\n   778|            \\\"bank\\\": \\\"source_type IN ('bank_csv','raiffeisen_bank','akb_bank')\\\",\\n   779|            \\\"visa\\\": \\\"source_type='visa_credit_card' OR source_type='credit_card_csv'\\\",\\n   780|            \\\"migros\\\": \\\"source_type IN ('migros_receipts','migros_receipt') OR status='covered_by_migros'\\\",\\n   781|            \\\"raiffeisen\\\": \\\"source_type='raiffeisen_bank'\\\",\\n   782|            \\\"akb\\\": \\\"source_type='akb_bank'\\\",\\n   783|            \\\"income\\\": \\\"classification='income_candidate'\\\",\\n   784|            \\\"possible_income\\\": \\\"classification='possible_income'\\\",\\n   785|            \\\"money_in\\\": \\\"classification IN ('income_candidate','possible_income')\\\",\\n   786|            \\\"not_income_transfer\\\": \\\"classification IN ('transfer_candidate','investment_transfer','credit_card_payment') OR status='transfer_candidate'\\\",\\n   787|            \\\"credit_card_payment\\\": \\\"classification='credit_card_payment'\\\",\\n   788|            \\\"investment_transfers\\\": \\\"classification='investment_transfer'\\\",\\n   789|            \\\"ignored\\\": \\\"status IN ('ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\\",\\n   790|        }\\n   791|        if tab in mapping:\\n   792|            clauses.append(mapping[tab])\\n   793|    if source_type:\\n   794|        clauses.append(\\\"source_type=?\\\"); params.append(source_type)\\n   795|    if category_id:\\n   796|        clauses.append(\\\"proposed_category_id=?\\\"); params.append(category_id)\\n   797|    if merchant:\\n   798|        clauses.append(\\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"); params.append(f\\\"%{merchant.lower()}%\\\")\\n   799|    if rule:\\n   800|        clauses.append(\\\"lower(COALESCE(rule_id,'') || ' ' || COALESCE(rule_name,'') || ' ' || COALESCE(review_reason,'')) LIKE ?\\\"); params.append(f\\\"%{rule.lower()}%\\\")\\n   801|    if min_confidence:\\n   802|        clauses.append(\\\"CAST(COALESCE(confidence,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(min_confidence)\\n   803|    if date_from:\\n   804|        clauses.append(\\\"transaction_date>=?\\\"); params.append(date_from)\\n   805|    if date_to:\\n   806|        clauses.append(\\\"transaction_date<=?\\\"); params.append(date_to)\\n   807|    if amount_min:\\n   808|        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(amount_min)\\n   809|    if amount_max:\\n   810|        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) <= CAST(? AS REAL)\\\"); params.append(amount_max)\\n   811|    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n   812|    sort_map = {\\\"date\\\": \\\"transaction_date\\\", \\\"merchant\\\": \\\"lower(COALESCE(merchant, description))\\\", \\\"category\\\": \\\"proposed_category_name\\\", \\\"confidence\\\": \\\"CAST(COALESCE(confidence,'0') AS REAL)\\\", \\\"source\\\": \\\"source_type\\\", \\\"status\\\": \\\"status\\\", \\\"created_at\\\": \\\"created_at\\\"}\\n   813|    order_col = sort_map.get(sort_by, \\\"created_at\\\")\\n   814|    direction = \\\"ASC\\\" if sort_dir.lower() == \\\"asc\\\" else \\\"DESC\\\"\\n   815|    rows = conn.execute(f\\\"SELECT * FROM budget_transaction_candidates {where} ORDER BY {order_col} {direction}, created_at DESC LIMIT 500\\\", params).fetchall()\\n   816|    return [_candidate_view(r) for r in rows]\\n   817|\\n   818|\\n   819|def reclassify_bank_income_candidates(conn: Connection, *, budget_year: str = \\\"2026\\\") -> dict[str, int]:\\n   820|    \\\"\\\"\\\"Re-score existing AKB/Raiffeisen candidates without confirming bookings.\\\"\\\"\\\"\\n   821|    cid_income, cname_income = _category_by_name(conn, [\\\"Lohn Marcel\\\", \\\"Einnahmen\\\", \\\"Sonstige Einnahmen\\\", \\\"Rückerstattungen\\\"])\\n   822|    rows = conn.execute(\\n   823|        \\\"\\\"\\\"\\n   824|        SELECT * FROM budget_transaction_candidates\\n   825|        WHERE source_type IN ('akb_bank','raiffeisen_bank','bank_csv')\\n   826|          AND substr(COALESCE(transaction_date,''),1,4)=?\\n   827|          AND status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\n   828|        \\\"\\\"\\\",\\n   829|        (budget_year,),\\n   830|    ).fetchall()\\n   831|    counts = {\\\"scanned_count\\\": len(rows), \\\"income_candidate_count\\\": 0, \\\"possible_income_count\\\": 0, \\\"transfer_candidate_count\\\": 0, \\\"investment_transfer_count\\\": 0, \\\"credit_card_payment_count\\\": 0, \\\"unclear_money_in_count\\\": 0, \\\"updated_count\\\": 0}\\n   832|    ts = now()\\n   833|    for row in rows:\\n   834|        meta = {}\\n   835|        try:\\n   836|            meta = json.loads(row[\\\"notes\\\"] or \\\"{}\\\") if str(row[\\\"notes\\\"] or \\\"\\\").startswith(\\\"{\\\") else {}\\n   837|        except json.JSONDecodeError:\\n   838|            meta = {}\\n   839|        is_positive = str(meta.get(\\\"transaction_type\\\") or \\\"\\\").lower() == \\\"income\\\"\\n   840|        decision = _bank_candidate_decision(str(row[\\\"description\\\"] or \\\"\\\"), is_positive=is_positive)\\n   841|        classification = str(decision[\\\"classification\\\"])\\n   842|        if is_positive and classification == \\\"bank_review\\\":\\n   843|            counts[\\\"unclear_money_in_count\\\"] += 1\\n   844|        if classification == \\\"income_candidate\\\": counts[\\\"income_candidate_count\\\"] += 1\\n   845|        if classification == \\\"possible_income\\\": counts[\\\"possible_income_count\\\"] += 1\\n   846|        if classification in {\\\"transfer_candidate\\\", \\\"investment_transfer\\\", \\\"credit_card_payment\\\"}: counts[\\\"transfer_candidate_count\\\"] += 1\\n   847|        if classification == \\\"investment_transfer\\\": counts[\\\"investment_transfer_count\\\"] += 1\\n   848|        if classification == \\\"credit_card_payment\\\": counts[\\\"credit_card_payment_count\\\"] += 1\\n   849|        proposed_category_id = cid_income if classification in {\\\"income_candidate\\\", \\\"possible_income\\\"} else row[\\\"proposed_category_id\\\"]\\n   850|        proposed_category_name = cname_income if classification in {\\\"income_candidate\\\", \\\"possible_income\\\"} else row[\\\"proposed_category_name\\\"]\\n   851|        notes = json.dumps({\\\"transaction_type\\\": decision[\\\"transaction_type\\\"], \\\"reason\\\": decision[\\\"review_reason\\\"], \\\"reclassified_by\\\": \\\"income_csv_recognition_v1\\\"}, ensure_ascii=False)\\n   852|        before = (row[\\\"status\\\"], row[\\\"classification\\\"], row[\\\"review_reason\\\"], row[\\\"proposed_category_id\\\"])\\n   853|        after = (decision[\\\"status\\\"], classification, decision[\\\"review_reason\\\"], proposed_category_id)\\n   854|        if before != after:\\n   855|            conn.execute(\\n   856|                \\\"\\\"\\\"\\n   857|                UPDATE budget_transaction_candidates\\n   858|                SET status=?, classification=?, requires_review=?, review_reason=?, confidence=?, notes=?, proposed_category_id=?, proposed_category_name=?, updated_at=?\\n   859|                WHERE transaction_candidate_id=?\\n   860|                \\\"\\\"\\\",\\n   861|                (decision[\\\"status\\\"], classification, 1 if decision[\\\"requires_review\\\"] else 0, decision[\\\"review_reason\\\"], decision[\\\"confidence\\\"], notes, proposed_category_id, proposed_category_name, ts, row[\\\"transaction_candidate_id\\\"]),\\n   862|            )\\n   863|            counts[\\\"updated_count\\\"] += 1\\n   864|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"bank_income_candidates_reclassified\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=f\\\"bank_income_reclassify_{budget_year}\\\", new_values=counts, created_by=\\\"system\\\")\\n   865|    conn.commit()\\n   866|    counts[\\\"audit_written\\\"] = 1 if audit_id else 0\\n   867|    return counts\\n   868|\\n   869|\\n   870|def preview_transaction_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:\\n   871|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   872|    if not row:\\n   873|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   874|    payload = payload or {}\\n   875|    cat_id = payload.get(\\\"category_id\\\") or row[\\\"proposed_category_id\\\"]\\n   876|    notes = row[\\\"notes\\\"] or \\\"\\\"\\n   877|    tx_type = payload.get(\\\"transaction_type\\\") or \\\"expense\\\"\\n   878|    try:\\n   879|        meta = json.loads(notes) if notes and notes.startswith(\\\"{\\\") else {}\\n   880|        tx_type = payload.get(\\\"transaction_type\\\") or meta.get(\\\"transaction_type\\\") or tx_type\\n   881|    except json.JSONDecodeError:\\n   882|        pass\\n   883|    if not cat_id and tx_type in {\\\"expense\\\", \\\"income\\\"}:\\n   884|        raise HTTPException(status_code=422, detail=\\\"category required before confirm\\\")\\n   885|    if cat_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cat_id,)).fetchone():\\n   886|        raise HTTPException(status_code=422, detail=\\\"active category required before confirm\\\")\\n   887|    if not payload.get(\\\"account_id\\\"):\\n   888|        raise HTTPException(status_code=422, detail=\\\"account_id required before confirm\\\")\\n   889|    if not row[\\\"transaction_date\\\"]:\\n   890|        raise HTTPException(status_code=422, detail=\\\"transaction date required before confirm\\\")\\n   891|    if not row[\\\"amount_original\\\"]:\\n   892|        raise HTTPException(status_code=422, detail=\\\"amount required before confirm\\\")\\n   893|    if not row[\\\"currency_original\\\"]:\\n   894|        raise HTTPException(status_code=422, detail=\\\"currency required before confirm\\\")\\n   895|    return {\\n   896|        \\\"preview_id\\\": new_id(\\\"preview\\\"),\\n   897|        \\\"summary\\\": \\\"Buchungskandidat übernehmen\\\",\\n   898|        \\\"warnings\\\": [\\\"Möglicher Duplikat-Treffer\\\"] if row[\\\"duplicate_of_transaction_id\\\"] else ([] if cat_id or tx_type == \\\"transfer\\\" else [\\\"Kategorie fehlt\\\"]),\\n   899|        \\\"payload\\\": {\\n   900|            \\\"account_id\\\": payload.get(\\\"account_id\\\"),\\n   901|            \\\"transaction_type\\\": tx_type,\\n   902|            \\\"transaction_date\\\": payload.get(\\\"transaction_date\\\") or row[\\\"transaction_date\\\"],\\n   903|            \\\"description\\\": payload.get(\\\"description\\\") or row[\\\"description\\\"],\\n   904|            \\\"payee\\\": payload.get(\\\"payee\\\") or row[\\\"merchant\\\"],\\n   905|            \\\"amount_original\\\": row[\\\"amount_original\\\"],\\n   906|            \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n   907|            \\\"category_id\\\": cat_id,\\n   908|            \\\"source_type\\\": \\\"import_candidate\\\",\\n   909|            \\\"source_candidate_id\\\": candidate_id,\\n   910|            \\\"notes\\\": f\\\"Confirmed from transaction candidate {candidate_id}\\\",\\n   911|        },\\n   912|    }\\n   913|\\n   914|\\n   915|def confirm_transaction_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n   916|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   917|    if not row:\\n   918|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   919|    if row[\\\"status\\\"] == \\\"confirmed\\\":\\n   920|        raise HTTPException(status_code=409, detail=\\\"candidate already confirmed\\\")\\n   921|    if row[\\\"status\\\"] in {\\\"covered_by_migros\\\", \\\"covered_by_source\\\", \\\"superseded\\\", \\\"ignored\\\", \\\"reference_2025\\\", \\\"archived_reference\\\"}:\\n   922|        raise HTTPException(status_code=409, detail=\\\"candidate is not confirmable\\\")\\n   923|    if row[\\\"status\\\"] in {\\\"duplicate\\\", \\\"duplicate_candidate\\\"} and not payload.get(\\\"allow_duplicate\\\"):\\n   924|        raise HTTPException(status_code=409, detail=\\\"duplicate candidate requires explicit allow_duplicate\\\")\\n   925|    if str(row[\\\"transaction_date\\\"] or \\\"\\\")[:4] != str(payload.get(\\\"budget_year\\\") or \\\"2026\\\"):\\n   926|        raise HTTPException(status_code=409, detail=\\\"candidate outside active budget year\\\")\\n   927|    preview = preview_transaction_candidate(conn, candidate_id, payload)\\n   928|    result = confirm_budget_transaction(conn, preview[\\\"payload\\\"])\\n   929|    ts = now()\\n   930|    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (result[\\\"entity_id\\\"], ts, ts, candidate_id))\\n   931|    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_transaction_created\\\", entity_type=\\\"budget_transaction\\\", entity_id=result[\\\"entity_id\\\"], new_values={\\\"source_candidate_id\\\": candidate_id}, created_by=\\\"user\\\")\\n   932|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"confirmed\\\", \\\"confirmed_transaction_id\\\": result[\\\"entity_id\\\"], \\\"category_id\\\": preview[\\\"payload\\\"].get(\\\"category_id\\\")}, created_by=\\\"user\\\")\\n   933|    conn.commit()\\n   934|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": result[\\\"entity_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchungskandidat übernommen\\\"}\\n   935|\\n   936|\\n   937|def ignore_transaction_candidate(conn: Connection, candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n   938|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   939|    if not row:\\n   940|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   941|    ts = now()\\n   942|    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='ignored', notes=COALESCE(?, notes), updated_at=? WHERE transaction_candidate_id=?\\\", (note, ts, candidate_id))\\n   943|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"ignore\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"ignored\\\"}, created_by=\\\"user\\\")\\n   944|    conn.commit()\\n   945|    return {\\\"status\\\": \\\"ignored\\\", \\\"entity_id\\\": candidate_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchungskandidat ignoriert\\\"}\\n   946|\\n   947|\\n   948|def reopen_transaction_candidate(conn: Connection, candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n   949|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   950|    if not row:\\n   951|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   952|    if row[\\\"status\\\"] == \\\"confirmed\\\":\\n   953|        raise HTTPException(status_code=409, detail=\\\"confirmed candidates cannot be reopened\\\")\\n   954|    new_status = \\\"needs_review\\\" if row[\\\"requires_review\\\"] else \\\"pending\\\"\\n   955|    ts = now()\\n   956|    conn.execute(\\\"UPDATE budget_transaction_candidates SET status=?, review_reason=COALESCE(review_reason, 'user_reopened'), notes=COALESCE(?, notes), updated_at=? WHERE transaction_candidate_id=?\\\", (new_status, note, ts, candidate_id))\\n   957|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"reopen\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": new_status}, user_text_note=note, created_by=\\\"user\\\")\\n   958|    conn.commit()\\n   959|    return {\\\"status\\\": new_status, \\\"entity_id\\\": candidate_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Buchungskandidat wieder geöffnet\\\"}\\n   960|\\n   961|\\n   962|def update_transaction_candidate_category(conn: Connection, candidate_id: str, category_id: str, note: str | None = None) -> dict[str, Any]:\\n   963|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   964|    if not row:\\n   965|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   966|    if not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone():\\n   967|        raise HTTPException(status_code=422, detail=\\\"active category not found\\\")\\n   968|    cname = _category_name(conn, category_id)\\n   969|    ts = now()\\n   970|    conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, requires_review=0, status='pending', review_reason='user_category_override', updated_at=? WHERE transaction_candidate_id=?\\\", (category_id, cname, ts, candidate_id))\\n   971|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update_category\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values=row_to_dict(row), new_values={\\\"category_id\\\": category_id, \\\"category_name\\\": cname}, user_text_note=note, created_by=\\\"user\\\")\\n   972|    conn.commit()\\n   973|    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": candidate_id, \\\"audit_id\\\": audit_id}\\n   974|\\n   975|\\n   976|def create_candidate_split(conn: Connection, candidate_id: str, splits: list[dict[str, Any]]) -> dict[str, Any]:\\n   977|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   978|    if not row:\\n   979|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   980|    if not splits:\\n   981|        raise HTTPException(status_code=422, detail=\\\"splits required\\\")\\n   982|    ts = now()\\n   983|    conn.execute(\\\"DELETE FROM budget_candidate_splits WHERE transaction_candidate_id=?\\\", (candidate_id,))\\n   984|    for split in splits:\\n   985|        amount = _decimal_text(split.get(\\\"amount_original\\\"))\\n   986|        if not amount:\\n   987|            raise HTTPException(status_code=422, detail=\\\"split amount required\\\")\\n   988|        conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, split.get(\\\"category_id\\\"), amount, split.get(\\\"notes\\\"), ts, ts))\\n   989|    conn.execute(\\\"UPDATE budget_transaction_candidates SET requires_review=1, status='needs_review', review_reason='split_pending_confirm', updated_at=? WHERE transaction_candidate_id=?\\\", (ts, candidate_id))\\n   990|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"split\\\", entity_type=\\\"budget_transaction_candidate_split\\\", entity_id=candidate_id, new_values={\\\"split_count\\\": len(splits)}, created_by=\\\"user\\\")\\n   991|    conn.commit()\\n   992|    return {\\\"status\\\": \\\"split_created\\\", \\\"entity_id\\\": candidate_id, \\\"split_count\\\": len(splits), \\\"audit_id\\\": audit_id}\\n   993|\\n   994|\\n   995|def mark_candidate_type(conn: Connection, candidate_id: str, candidate_type: str, note: str | None = None) -> dict[str, Any]:\\n   996|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n   997|    if not row:\\n   998|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n   999|    allowed = {\\n  1000|        \\\"transfer\\\": (\\\"transfer_candidate\\\", \\\"transfer_candidate\\\", \\\"user_marked_transfer\\\", \\\"mark_transfer\\\"),\\n  1001|        \\\"investment_transfer\\\": (\\\"transfer_candidate\\\", \\\"investment_transfer\\\", \\\"user_marked_investment_transfer\\\", \\\"mark_investment_transfer\\\"),\\n  1002|        \\\"credit_card_payment\\\": (\\\"transfer_candidate\\\", \\\"credit_card_payment\\\", \\\"user_marked_credit_card_payment\\\", \\\"mark_credit_card_payment\\\"),\\n  1003|    }\\n  1004|    if candidate_type not in allowed:\\n  1005|        raise HTTPException(status_code=422, detail=\\\"unsupported candidate type\\\")\\n  1006|    status, classification, reason, action = allowed[candidate_type]\\n  1007|    ts = now()\\n  1008|    conn.execute(\\\"UPDATE budget_transaction_candidates SET status=?, classification=?, requires_review=1, review_reason=?, notes=COALESCE(?, notes), updated_at=? WHERE transaction_candidate_id=?\\\", (status, classification, reason, note, ts, candidate_id))\\n  1009|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=action, entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, old_values={\\\"status\\\": row[\\\"status\\\"], \\\"classification\\\": row[\\\"classification\\\"]}, new_values={\\\"status\\\": status, \\\"classification\\\": classification}, user_text_note=note, created_by=\\\"user\\\")\\n  1010|    conn.commit()\\n  1011|    return {\\\"status\\\": status, \\\"classification\\\": classification, \\\"entity_id\\\": candidate_id, \\\"audit_id\\\": audit_id}\\n  1012|\\n  1013|\\n  1014|def mark_candidate_transfer(conn: Connection, candidate_id: str, note: str | None = None) -> dict[str, Any]:\\n  1015|    return mark_candidate_type(conn, candidate_id, \\\"transfer\\\", note)\\n  1016|\\n  1017|\\n  1018|def bulk_update_transaction_candidate_category(conn: Connection, *, candidate_ids: list[str], category_id: str, note: str | None = None) -> dict[str, int]:\\n  1019|    updated = skipped = 0\\n  1020|    for cid in candidate_ids:\\n  1021|        row = conn.execute(\\\"SELECT status FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n  1022|        if not row or row[\\\"status\\\"] == \\\"confirmed\\\":\\n  1023|            skipped += 1\\n  1024|            continue\\n  1025|        update_transaction_candidate_category(conn, cid, category_id, note or \\\"Bulk category assignment\\\")\\n  1026|        updated += 1\\n  1027|    return {\\\"updated_count\\\": updated, \\\"skipped_count\\\": skipped}\\n  1028|\\n  1029|\\n  1030|def _safe_auto_candidate_where() -> str:\\n  1031|    return \\\"\\\"\\\"\\n  1032|        status IN ('pending','auto_categorized')\\n  1033|        AND COALESCE(requires_review, 0)=0\\n  1034|        AND duplicate_of_transaction_id IS NULL\\n  1035|        AND COALESCE(covered_by_source, '')=''\\n  1036|        AND (\\n  1037|            classification='subscription_auto'\\n  1038|            OR classification IN ('migros_auto_under_threshold','migros_receipt_food_household')\\n  1039|            OR classification='auto_transport'\\n  1040|        )\\n  1041|        AND lower(COALESCE(description,'') || ' ' || COALESCE(merchant,'')) NOT LIKE '%galaxus%'\\n  1042|        AND lower(COALESCE(description,'') || ' ' || COALESCE(merchant,'')) NOT LIKE '%digitec%'\\n  1043|    \\\"\\\"\\\"\\n  1044|\\n  1045|\\n  1046|def preview_safe_auto_candidates(conn: Connection) -> dict[str, Any]:\\n  1047|    rows = conn.execute(\\n  1048|        f\\\"\\\"\\\"\\n  1049|        SELECT classification, COUNT(*) AS count\\n  1050|        FROM budget_transaction_candidates\\n  1051|        WHERE {_safe_auto_candidate_where()}\\n  1052|        GROUP BY classification\\n  1053|        ORDER BY classification\\n  1054|        \\\"\\\"\\\"\\n  1055|    ).fetchall()\\n  1056|    total = sum(int(r[\\\"count\\\"] or 0) for r in rows)\\n  1057|    return {\\n  1058|        \\\"preview_id\\\": new_id(\\\"preview\\\"),\\n  1059|        \\\"summary\\\": f\\\"{total} sichere Auto-Kandidaten bereit für Confirm\\\",\\n  1060|        \\\"count\\\": total,\\n  1061|        \\\"groups\\\": [row_to_dict(r) for r in rows],\\n  1062|        \\\"warnings\\\": [\\\"Preview only: Confirm benötigt Zielkonto und bucht nur sichere Kandidaten.\\\"],\\n  1063|    }\\n  1064|\\n  1065|\\n  1066|def batch_confirm_safe_candidates(conn: Connection, *, account_id: str, candidate_ids: list[str] | None = None) -> dict[str, int]:\\n  1067|    if not account_id:\\n  1068|        raise HTTPException(status_code=422, detail=\\\"account_id required\\\")\\n  1069|    allowed_rows = conn.execute(f\\\"SELECT transaction_candidate_id FROM budget_transaction_candidates WHERE {_safe_auto_candidate_where()}\\\").fetchall()\\n  1070|    allowed_ids = {str(r[\\\"transaction_candidate_id\\\"]) for r in allowed_rows}\\n  1071|    requested_ids = set(candidate_ids or allowed_ids)\\n  1072|    confirmed = skipped = 0\\n  1073|    for cid in sorted(requested_ids):\\n  1074|        if cid not in allowed_ids:\\n  1075|            skipped += 1\\n  1076|            continue\\n  1077|        confirm_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id})\\n  1078|        confirmed += 1\\n  1079|    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_safe_candidates\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=\\\"batch\\\", new_values={\\\"confirmed_count\\\": confirmed, \\\"skipped_count\\\": skipped}, created_by=\\\"user\\\")\\n  1080|    conn.commit()\\n  1081|    return {\\\"confirmed_count\\\": confirmed, \\\"skipped_count\\\": skipped}\\n  1082|\\n  1083|\\n  1084|def review_candidate_summary(conn: Connection, *, budget_year: str = \\\"2026\\\") -> dict[str, int]:\\n  1085|    rows = conn.execute(\\\"SELECT status, classification, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE substr(transaction_date,1,4)=? AND status NOT IN ('confirmed','ignored','superseded','reference_2025','archived_reference')\\\", (budget_year,)).fetchall()\\n  1086|    def count(pred):\\n  1087|        return sum(1 for r in rows if pred(r))\\n  1088|    return {\\n  1089|        \\\"open_total\\\": count(lambda r: r[\\\"status\\\"] != \\\"covered_by_migros\\\"),\\n  1090|        \\\"auto_categorized\\\": count(lambda r: r[\\\"status\\\"] in {\\\"pending\\\", \\\"auto_categorized\\\"} and not bool(r[\\\"requires_review\\\"])),\\n  1091|        \\\"review_needed\\\": count(lambda r: bool(r[\\\"requires_review\\\"])),\\n  1092|        \\\"galaxus_digitec\\\": count(lambda r: r[\\\"classification\\\"] == \\\"galaxus_review\\\"),\\n  1093|        \\\"migros_over_50\\\": count(lambda r: r[\\\"classification\\\"] == \\\"migros_review_over_threshold\\\"),\\n  1094|        \\\"covered_by_migros\\\": count(lambda r: r[\\\"status\\\"] == \\\"covered_by_migros\\\"),\\n  1095|        \\\"unclear\\\": count(lambda r: r[\\\"classification\\\"] in {\\\"admin_other\\\", \\\"unclear\\\", \\\"legacy_csv_seed\\\", \\\"card_uncategorized\\\"}),\\n  1096|        \\\"possible_duplicates\\\": count(lambda r: r[\\\"status\\\"] in {\\\"duplicate\\\", \\\"duplicate_candidate\\\"} or bool(r[\\\"duplicate_of_transaction_id\\\"])),\\n  1097|    }\\n  1098|\\n  1099|\\n  1100|def preview_batch_confirm_candidates(conn: Connection, *, candidate_ids: list[str], account_id: str, budget_year: str = \\\"2026\\\") -> dict[str, Any]:\\n  1101|    rows = []\\n  1102|    conflicts = []\\n  1103|    categories: dict[str, int] = {}\\n  1104|    for cid in candidate_ids:\\n  1105|        row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n  1106|        if not row:\\n  1107|            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": \\\"missing\\\"}); continue\\n  1108|        if row[\\\"status\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"covered_by_source\\\", \\\"superseded\\\", \\\"reference_2025\\\", \\\"archived_reference\\\"}:\\n  1109|            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": f\\\"not_confirmable:{row['status']}\\\"}); continue\\n  1110|        if str(row[\\\"transaction_date\\\"] or \\\"\\\")[:4] != str(budget_year):\\n  1111|            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": \\\"outside_active_budget_year\\\"}); continue\\n  1112|        try:\\n  1113|            preview_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id, \\\"category_id\\\": row[\\\"proposed_category_id\\\"], \\\"budget_year\\\": budget_year})\\n  1114|        except Exception as exc:\\n  1115|            conflicts.append({\\\"candidate_id\\\": cid, \\\"reason\\\": str(exc)}); continue\\n  1116|        rows.append(row)\\n  1117|        categories[str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\")] = categories.get(str(row[\\\"proposed_category_name\\\"] or \\\"Review nötig\\\"), 0) + 1\\n  1118|    if not rows and conflicts:\\n  1119|        raise HTTPException(status_code=409, detail={\\\"message\\\": \\\"no confirmable candidates\\\", \\\"conflicts\\\": conflicts})\\n  1120|    preview_id = new_id(\\\"batchprev\\\")\\n  1121|    record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates_preview\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id, new_values={\\\"count\\\": len(rows), \\\"conflicts\\\": len(conflicts), \\\"categories\\\": categories}, created_by=\\\"user\\\")\\n  1122|    conn.commit()\\n  1123|    return {\\\"preview_id\\\": preview_id, \\\"count\\\": len(rows), \\\"categories\\\": categories, \\\"conflicts\\\": conflicts, \\\"requires_explicit_confirm\\\": True}\\n  1124|\\n  1125|\\n  1126|def batch_mark_candidates(conn: Connection, *, candidate_ids: list[str], action: str, account_id: str | None = None, category_id: str | None = None, preview_id: str | None = None, note: str | None = None, budget_year: str = \\\"2026\\\") -> dict[str, Any]:\\n  1127|    counts: dict[str, Any] = {\\\"updated_count\\\": 0, \\\"confirmed_count\\\": 0, \\\"ignored_count\\\": 0, \\\"reopened_count\\\": 0, \\\"transfer_count\\\": 0, \\\"covered_by_migros_count\\\": 0, \\\"skipped_count\\\": 0, \\\"errors\\\": []}\\n  1128|    if action == \\\"confirm\\\" and not preview_id:\\n  1129|        raise HTTPException(status_code=422, detail=\\\"batch confirm requires preview_id\\\")\\n  1130|    for cid in candidate_ids:\\n  1131|        try:\\n  1132|            row_for_year = conn.execute(\\\"SELECT transaction_date FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n  1133|            if not row_for_year:\\n  1134|                raise HTTPException(status_code=404, detail=\\\"candidate not found\\\")\\n  1135|            if str(row_for_year[\\\"transaction_date\\\"] or \\\"\\\")[:4] != str(budget_year):\\n  1136|                raise HTTPException(status_code=409, detail=\\\"candidate outside active budget year\\\")\\n  1137|            if action == \\\"category\\\":\\n  1138|                if not category_id: raise HTTPException(status_code=422, detail=\\\"category_id required\\\")\\n  1139|                update_transaction_candidate_category(conn, cid, category_id, note or \\\"Batch category assignment\\\"); counts[\\\"updated_count\\\"] += 1\\n  1140|            elif action == \\\"confirm\\\":\\n  1141|                confirm_transaction_candidate(conn, cid, {\\\"account_id\\\": account_id, \\\"budget_year\\\": budget_year}); counts[\\\"confirmed_count\\\"] += 1\\n  1142|            elif action == \\\"ignore\\\":\\n  1143|                ignore_transaction_candidate(conn, cid, note or \\\"Batch ignore\\\"); counts[\\\"ignored_count\\\"] += 1\\n  1144|            elif action == \\\"reopen\\\":\\n  1145|                reopen_transaction_candidate(conn, cid, note or \\\"Batch reopen\\\"); counts[\\\"reopened_count\\\"] += 1\\n  1146|            elif action == \\\"transfer\\\":\\n  1147|                mark_candidate_transfer(conn, cid, note or \\\"Batch transfer\\\"); counts[\\\"transfer_count\\\"] += 1\\n  1148|            elif action == \\\"covered_by_migros\\\":\\n  1149|                ts = now(); row = conn.execute(\\\"SELECT status FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (cid,)).fetchone()\\n  1150|                if not row: raise HTTPException(status_code=404, detail=\\\"candidate not found\\\")\\n  1151|                conn.execute(\\\"UPDATE budget_transaction_candidates SET status='covered_by_migros', classification='covered_by_migros', covered_by_source='migros_csv', requires_review=0, review_reason='user_batch_marked_covered_by_migros', updated_at=? WHERE transaction_candidate_id=?\\\", (ts, cid))\\n  1152|                record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"mark_covered_by_migros\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=cid, old_values={\\\"status\\\": row[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"covered_by_migros\\\"}, created_by=\\\"user\\\")\\n  1153|                counts[\\\"covered_by_migros_count\\\"] += 1\\n  1154|            else:\\n  1155|                raise HTTPException(status_code=422, detail=\\\"invalid batch action\\\")\\n  1156|        except Exception as exc:\\n  1157|            counts[\\\"skipped_count\\\"] += 1\\n  1158|            detail = getattr(exc, \\\"detail\\\", str(exc))\\n  1159|            counts[\\\"errors\\\"].append({\\\"candidate_id\\\": cid, \\\"error\\\": str(detail)})\\n  1160|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"batch_confirm_candidates\\\" if action == \\\"confirm\\\" else f\\\"batch_{action}_candidates\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=preview_id or \\\"batch\\\", new_values=counts | {\\\"candidate_count\\\": len(candidate_ids)}, created_by=\\\"user\\\")\\n  1161|    conn.commit()\\n  1162|    return counts | {\\\"audit_id\\\": audit_id}\\n  1163|\\n  1164|\\n  1165|def confirm_candidate_split(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n  1166|    row = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone()\\n  1167|    if not row:\\n  1168|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n  1169|    if row[\\\"status\\\"] in {\\\"confirmed\\\", \\\"ignored\\\", \\\"covered_by_migros\\\", \\\"superseded\\\"}:\\n  1170|        raise HTTPException(status_code=409, detail=\\\"candidate is not splittable\\\")\\n  1171|    splits = payload.get(\\\"splits\\\") or []\\n  1172|    if not payload.get(\\\"account_id\\\"):\\n  1173|        raise HTTPException(status_code=422, detail=\\\"account_id required\\\")\\n  1174|    if not splits:\\n  1175|        raise HTTPException(status_code=422, detail=\\\"splits required\\\")\\n  1176|    total = sum(Decimal(_decimal_text(s.get(\\\"amount_original\\\")) or \\\"0\\\") for s in splits)\\n  1177|    candidate_amount = Decimal(str(row[\\\"amount_original\\\"] or \\\"0\\\"))\\n  1178|    if total != candidate_amount:\\n  1179|        raise HTTPException(status_code=422, detail=\\\"split sum must match candidate amount\\\")\\n  1180|    group_id = new_id(\\\"splitgrp\\\")\\n  1181|    ts = now()\\n  1182|    created_ids = []\\n  1183|    conn.execute(\\\"DELETE FROM budget_candidate_splits WHERE transaction_candidate_id=?\\\", (candidate_id,))\\n  1184|    for idx, split in enumerate(splits, start=1):\\n  1185|        amount = _decimal_text(split.get(\\\"amount_original\\\"))\\n  1186|        cat = split.get(\\\"category_id\\\")\\n  1187|        if not cat or not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cat,)).fetchone():\\n  1188|            raise HTTPException(status_code=422, detail=\\\"active split category required\\\")\\n  1189|        result = confirm_budget_transaction(conn, {\\n  1190|            \\\"account_id\\\": payload[\\\"account_id\\\"], \\\"transaction_type\\\": payload.get(\\\"transaction_type\\\") or \\\"expense\\\", \\\"transaction_date\\\": row[\\\"transaction_date\\\"],\\n  1191|            \\\"description\\\": f\\\"{row['description']} · Split {idx}\\\", \\\"amount_original\\\": amount, \\\"currency_original\\\": row[\\\"currency_original\\\"],\\n  1192|            \\\"category_id\\\": cat, \\\"source_type\\\": \\\"import_candidate\\\", \\\"source_candidate_id\\\": candidate_id,\\n  1193|            \\\"notes\\\": f\\\"Split group {group_id}: {split.get('note') or ''}\\\", \\\"tag_names\\\": [split.get(\\\"tag\\\")] if split.get(\\\"tag\\\") else [],\\n  1194|        })\\n  1195|        created_ids.append(result[\\\"entity_id\\\"])\\n  1196|        conn.execute(\\\"INSERT INTO budget_candidate_splits(split_id, transaction_candidate_id, category_id, amount_original, notes, tag_name, confirmed_transaction_id, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)\\\", (new_id(\\\"bcsplit\\\"), candidate_id, cat, amount, split.get(\\\"note\\\"), split.get(\\\"tag\\\"), result[\\\"entity_id\\\"], ts, ts))\\n  1197|    primary_confirmed_id = created_ids[0] if created_ids else group_id\\n  1198|    conn.execute(\\\"UPDATE budget_transaction_candidates SET status='confirmed', confirmed_transaction_id=?, confirmed_at=?, confirmed_by='user', updated_at=? WHERE transaction_candidate_id=?\\\", (primary_confirmed_id, ts, ts, candidate_id))\\n  1199|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"candidate_split_confirmed\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=candidate_id, new_values={\\\"group_id\\\": group_id, \\\"primary_transaction_id\\\": primary_confirmed_id, \\\"transaction_ids\\\": created_ids, \\\"split_count\\\": len(created_ids)}, created_by=\\\"user\\\")\\n  1200|    conn.commit()\\n  1201|    return {\\\"status\\\": \\\"confirmed\\\", \\\"group_id\\\": primary_confirmed_id, \\\"split_group_id\\\": group_id, \\\"created_transactions\\\": len(created_ids), \\\"transaction_ids\\\": created_ids, \\\"audit_id\\\": audit_id}\\n  1202|\\n  1203|\\n  1204|def create_review_category_for_candidate(conn: Connection, candidate_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n  1205|    if not conn.execute(\\\"SELECT 1 FROM budget_transaction_candidates WHERE transaction_candidate_id=?\\\", (candidate_id,)).fetchone():\\n  1206|        raise HTTPException(status_code=404, detail=\\\"transaction candidate not found\\\")\\n  1207|    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n  1208|    if not name:\\n  1209|        raise HTTPException(status_code=422, detail=\\\"category name required\\\")\\n  1210|    ts = now(); category_id = new_id(\\\"bcat\\\")\\n  1211|    conn.execute(\\\"INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at) VALUES (?, ?, ?, ?, NULL, NULL, 1, 999, ?, ?)\\\", (category_id, payload.get(\\\"parent_category_id\\\") or None, name, payload.get(\\\"category_type\\\") or \\\"expense\\\", ts, ts))\\n  1212|    update_transaction_candidate_category(conn, candidate_id, category_id, \\\"Created from review\\\")\\n  1213|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"review_category_created\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, new_values={\\\"name\\\": name, \\\"candidate_id\\\": candidate_id}, created_by=\\\"user\\\")\\n  1214|    conn.commit()\\n  1215|    return {\\\"status\\\": \\\"created\\\", \\\"category_id\\\": category_id, \\\"audit_id\\\": audit_id}\\n  1216|\\n  1217|\\n  1218|def create_budget_rule(conn: Connection, payload: dict[str, Any]) -> dict[str, Any]:\\n  1219|    text = str(payload.get(\\\"merchant_contains\\\") or \\\"\\\").strip()\\n  1220|    if not text:\\n  1221|        raise HTTPException(status_code=422, detail=\\\"merchant_contains required\\\")\\n  1222|    target_status = payload.get(\\\"target_status\\\") or \\\"review\\\"\\n  1223|    if target_status not in {\\\"auto\\\", \\\"review\\\"}:\\n  1224|        raise HTTPException(status_code=422, detail=\\\"invalid target_status\\\")\\n  1225|    priority = int(payload.get(\\\"priority\\\") or 100)\\n  1226|    confidence = str(payload.get(\\\"confidence\\\") or \\\"0.82\\\")\\n  1227|    rule_id = new_id(\\\"brule\\\"); ts = now()\\n  1228|    conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, source_type, category_id, target_status, is_active, created_at, updated_at, priority, confidence, notes) VALUES (?, ?, ?, ?, ?, 1, ?, ?, ?, ?, ?)\\\", (rule_id, text, payload.get(\\\"source_type\\\") or None, payload.get(\\\"category_id\\\") or None, target_status, ts, ts, priority, confidence, payload.get(\\\"notes\\\")))\\n  1229|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_created\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"merchant_contains\\\": text, \\\"target_status\\\": target_status, \\\"priority\\\": priority, \\\"confidence\\\": confidence}, created_by=\\\"user\\\")\\n  1230|    conn.commit()\\n  1231|    return {\\\"status\\\": \\\"created\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n  1232|\\n  1233|\\n  1234|def list_budget_rules(conn: Connection, *, include_inactive: bool = False) -> list[dict[str, Any]]:\\n  1235|    where = \\\"\\\" if include_inactive else \\\"WHERE r.is_active=1\\\"\\n  1236|    rows = conn.execute(f\\\"SELECT r.*, c.name AS category_name FROM budget_review_rules r LEFT JOIN budget_categories c ON c.category_id=r.category_id {where} ORDER BY r.priority ASC, r.created_at DESC\\\").fetchall()\\n  1237|    return [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"])} for r in rows]\\n  1238|\\n  1239|\\n  1240|def _rule_match_rows(conn: Connection, rule_id: str):\\n  1241|    rule = conn.execute(\\\"SELECT * FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n  1242|    if not rule:\\n  1243|        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n  1244|    clauses = [\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\\", \\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"]\\n  1245|    params: list[Any] = [f\\\"%{str(rule['merchant_contains']).lower()}%\\\"]\\n  1246|    if rule[\\\"source_type\\\"]:\\n  1247|        clauses.append(\\\"source_type=?\\\"); params.append(rule[\\\"source_type\\\"])\\n  1248|    return rule, conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE \\\" + \\\" AND \\\".join(clauses), params).fetchall()\\n  1249|\\n  1250|\\n  1251|def test_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n  1252|    rule, rows = _rule_match_rows(conn, rule_id)\\n  1253|    return {\\\"rule_id\\\": rule_id, \\\"match_count\\\": len(rows), \\\"would_set_category\\\": rule[\\\"category_id\\\"], \\\"would_set_status\\\": rule[\\\"target_status\\\"], \\\"confidence\\\": rule[\\\"confidence\\\"], \\\"candidate_ids\\\": [r[\\\"transaction_candidate_id\\\"] for r in rows]}\\n  1254|\\n  1255|\\n  1256|def apply_budget_rules_to_open_candidates(conn: Connection, rule_id: str) -> dict[str, Any]:\\n  1257|    rule, rows = _rule_match_rows(conn, rule_id)\\n  1258|    if not rule[\\\"is_active\\\"]:\\n  1259|        raise HTTPException(status_code=409, detail=\\\"rule inactive\\\")\\n  1260|    status = \\\"auto_categorized\\\" if rule[\\\"target_status\\\"] == \\\"auto\\\" else \\\"needs_review\\\"\\n  1261|    requires_review = 0 if rule[\\\"target_status\\\"] == \\\"auto\\\" else 1\\n  1262|    cname = _category_name(conn, rule[\\\"category_id\\\"])\\n  1263|    ts = now(); updated = 0\\n  1264|    for row in rows:\\n  1265|        conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, status=?, requires_review=?, rule_id=?, rule_name=?, review_reason='rule_mvp_suggestion_only', confidence=?, updated_at=? WHERE transaction_candidate_id=?\\\", (rule[\\\"category_id\\\"], cname, status, requires_review, rule_id, f\\\"Regel: enthält {rule['merchant_contains']}\\\", str(rule[\\\"confidence\\\"] or \\\"0.82\\\"), ts, row[\\\"transaction_candidate_id\\\"]))\\n  1266|        updated += 1\\n  1267|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_applied_to_candidates\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, new_values={\\\"updated_count\\\": updated, \\\"productive_transaction_count\\\": 0}, created_by=\\\"user\\\")\\n  1268|    conn.commit()\\n  1269|    return {\\\"updated_count\\\": updated, \\\"audit_id\\\": audit_id, \\\"productive_transaction_count\\\": 0}\\n  1270|\\n  1271|\\n  1272|def update_budget_rule(conn: Connection, rule_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n  1273|    row = conn.execute(\\\"SELECT * FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n  1274|    if not row:\\n  1275|        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n  1276|    allowed = {\\\"merchant_contains\\\", \\\"source_type\\\", \\\"category_id\\\", \\\"target_status\\\", \\\"priority\\\", \\\"confidence\\\", \\\"notes\\\", \\\"is_active\\\"}\\n  1277|    updates: dict[str, Any] = {k: payload[k] for k in allowed if k in payload}\\n  1278|    if \\\"target_status\\\" in updates and updates[\\\"target_status\\\"] not in {\\\"auto\\\", \\\"review\\\"}:\\n  1279|        raise HTTPException(status_code=422, detail=\\\"invalid target_status\\\")\\n  1280|    if \\\"merchant_contains\\\" in updates and not str(updates[\\\"merchant_contains\\\"] or \\\"\\\").strip():\\n  1281|        raise HTTPException(status_code=422, detail=\\\"merchant_contains required\\\")\\n  1282|    if not updates:\\n  1283|        raise HTTPException(status_code=422, detail=\\\"no editable fields supplied\\\")\\n  1284|    updates[\\\"updated_at\\\"] = now()\\n  1285|    set_clause = \\\", \\\".join([f\\\"{k}=?\\\" for k in updates])\\n  1286|    conn.execute(f\\\"UPDATE budget_review_rules SET {set_clause} WHERE rule_id=?\\\", [updates[k] for k in updates] + [rule_id])\\n  1287|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_updated\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, old_values=row_to_dict(row), new_values=updates, created_by=\\\"user\\\")\\n  1288|    conn.commit()\\n  1289|    return {\\\"status\\\": \\\"updated\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n  1290|\\n  1291|\\n  1292|def prioritize_budget_rule(conn: Connection, rule_id: str, priority: int) -> dict[str, Any]:\\n  1293|    return update_budget_rule(conn, rule_id, {\\\"priority\\\": int(priority)}) | {\\\"priority\\\": int(priority)}\\n  1294|\\n  1295|\\n  1296|def deactivate_budget_rule(conn: Connection, rule_id: str) -> dict[str, Any]:\\n  1297|    row = conn.execute(\\\"SELECT is_active FROM budget_review_rules WHERE rule_id=?\\\", (rule_id,)).fetchone()\\n  1298|    if not row:\\n  1299|        raise HTTPException(status_code=404, detail=\\\"rule not found\\\")\\n  1300|    ts = now(); conn.execute(\\\"UPDATE budget_review_rules SET is_active=0, updated_at=? WHERE rule_id=?\\\", (ts, rule_id))\\n  1301|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_rule_deactivated\\\", entity_type=\\\"budget_review_rule\\\", entity_id=rule_id, old_values={\\\"is_active\\\": row[\\\"is_active\\\"]}, new_values={\\\"is_active\\\": 0}, created_by=\\\"user\\\")\\n  1302|    conn.commit(); return {\\\"status\\\": \\\"deactivated\\\", \\\"rule_id\\\": rule_id, \\\"audit_id\\\": audit_id}\\n  1303|\\n  1304|\\n  1305|def create_merchant(conn: Connection, payload: dict[str, Any]) -> dict[str, Any]:\\n  1306|    display_name = str(payload.get(\\\"display_name\\\") or \\\"\\\").strip()\\n  1307|    if not display_name:\\n  1308|        raise HTTPException(status_code=422, detail=\\\"display_name required\\\")\\n  1309|    default_category_id = payload.get(\\\"default_category_id\\\") or None\\n  1310|    if default_category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (default_category_id,)).fetchone():\\n  1311|        raise HTTPException(status_code=422, detail=\\\"active default category required\\\")\\n  1312|    merchant_id = new_id(\\\"bmerch\\\")\\n  1313|    ts = now()\\n  1314|    normalized = _normalized_merchant_name(display_name)\\n  1315|    conn.execute(\\\"INSERT INTO budget_merchants(merchant_id, display_name, normalized_name, default_category_id, is_active, notes, created_at, updated_at) VALUES (?, ?, ?, ?, 1, ?, ?, ?)\\\", (merchant_id, display_name, normalized, default_category_id, payload.get(\\\"notes\\\"), ts, ts))\\n  1316|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_merchant_created\\\", entity_type=\\\"budget_merchant\\\", entity_id=merchant_id, new_values={\\\"display_name\\\": display_name, \\\"default_category_id\\\": default_category_id}, created_by=\\\"user\\\")\\n  1317|    conn.commit()\\n  1318|    return {\\\"status\\\": \\\"created\\\", \\\"merchant_id\\\": merchant_id, \\\"audit_id\\\": audit_id}\\n  1319|\\n  1320|\\n  1321|def list_merchants(conn: Connection, *, include_inactive: bool = False) -> list[dict[str, Any]]:\\n  1322|    where = \\\"\\\" if include_inactive else \\\"WHERE m.is_active=1\\\"\\n  1323|    rows = conn.execute(f\\\"\\\"\\\"\\n  1324|        SELECT m.*, c.name AS default_category_name,\\n  1325|          (SELECT COUNT(*) FROM budget_merchant_aliases a WHERE a.merchant_id=m.merchant_id AND a.is_active=1) AS alias_count,\\n  1326|          (SELECT COUNT(*) FROM budget_transaction_candidates t WHERE t.merchant_id=m.merchant_id AND t.status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','superseded')) AS open_candidate_count\\n  1327|        FROM budget_merchants m LEFT JOIN budget_categories c ON c.category_id=m.default_category_id\\n  1328|        {where} ORDER BY m.is_active DESC, lower(m.display_name)\\n  1329|    \\\"\\\"\\\").fetchall()\\n  1330|    return [row_to_dict(r) | {\\\"is_active\\\": bool(r[\\\"is_active\\\"])} for r in rows]\\n  1331|\\n  1332|\\n  1333|def create_merchant_alias(conn: Connection, merchant_id: str, payload: dict[str, Any]) -> dict[str, Any]:\\n  1334|    if not conn.execute(\\\"SELECT 1 FROM budget_merchants WHERE merchant_id=? AND is_active=1\\\", (merchant_id,)).fetchone():\\n  1335|        raise HTTPException(status_code=404, detail=\\\"merchant not found\\\")\\n  1336|    pattern = str(payload.get(\\\"pattern\\\") or \\\"\\\").strip()\\n  1337|    match_type = payload.get(\\\"match_type\\\") or \\\"contains\\\"\\n  1338|    if not pattern:\\n  1339|        raise HTTPException(status_code=422, detail=\\\"pattern required\\\")\\n  1340|    if match_type not in {\\\"contains\\\", \\\"exact\\\", \\\"regex\\\"}:\\n  1341|        raise HTTPException(status_code=422, detail=\\\"invalid match_type\\\")\\n  1342|    alias_id = new_id(\\\"bmalias\\\")\\n  1343|    ts = now()\\n  1344|    conn.execute(\\\"INSERT INTO budget_merchant_aliases(alias_id, merchant_id, pattern, match_type, source_type, priority, is_active, created_at, updated_at) VALUES (?, ?, ?, ?, ?, ?, 1, ?, ?)\\\", (alias_id, merchant_id, pattern, match_type, payload.get(\\\"source_type\\\") or None, int(payload.get(\\\"priority\\\") or 100), ts, ts))\\n  1345|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_merchant_alias_created\\\", entity_type=\\\"budget_merchant_alias\\\", entity_id=alias_id, new_values={\\\"merchant_id\\\": merchant_id, \\\"pattern\\\": pattern, \\\"match_type\\\": match_type}, created_by=\\\"user\\\")\\n  1346|    conn.commit()\\n  1347|    return {\\\"status\\\": \\\"created\\\", \\\"alias_id\\\": alias_id, \\\"audit_id\\\": audit_id}\\n  1348|\\n  1349|\\n  1350|def update_merchant_category(conn: Connection, merchant_id: str, category_id: str | None) -> dict[str, Any]:\\n  1351|    row = conn.execute(\\\"SELECT * FROM budget_merchants WHERE merchant_id=?\\\", (merchant_id,)).fetchone()\\n  1352|    if not row:\\n  1353|        raise HTTPException(status_code=404, detail=\\\"merchant not found\\\")\\n  1354|    if category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone():\\n  1355|        raise HTTPException(status_code=422, detail=\\\"active category required\\\")\\n  1356|    ts = now()\\n  1357|    conn.execute(\\\"UPDATE budget_merchants SET default_category_id=?, updated_at=? WHERE merchant_id=?\\\", (category_id, ts, merchant_id))\\n  1358|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_merchant_category_updated\\\", entity_type=\\\"budget_merchant\\\", entity_id=merchant_id, old_values={\\\"default_category_id\\\": row[\\\"default_category_id\\\"]}, new_values={\\\"default_category_id\\\": category_id}, created_by=\\\"user\\\")\\n  1359|    conn.commit()\\n  1360|    return {\\\"status\\\": \\\"updated\\\", \\\"merchant_id\\\": merchant_id, \\\"audit_id\\\": audit_id}\\n  1361|\\n  1362|\\n  1363|def _open_candidates_for_merchants(conn: Connection):\\n  1364|    return conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','superseded','reference_2025','archived_reference')\\\").fetchall()\\n  1365|\\n  1366|\\n  1367|def apply_merchant_to_open_candidates(conn: Connection, merchant_id: str | None = None) -> dict[str, Any]:\\n  1368|    merchant_clause = \\\"AND m.merchant_id=?\\\" if merchant_id else \\\"\\\"\\n  1369|    params: list[Any] = [merchant_id] if merchant_id else []\\n  1370|    aliases = conn.execute(f\\\"\\\"\\\"\\n  1371|        SELECT a.*, m.display_name, m.default_category_id, c.name AS default_category_name\\n  1372|        FROM budget_merchant_aliases a\\n  1373|        JOIN budget_merchants m ON m.merchant_id=a.merchant_id AND m.is_active=1\\n  1374|        LEFT JOIN budget_categories c ON c.category_id=m.default_category_id\\n  1375|        WHERE a.is_active=1 {merchant_clause}\\n  1376|        ORDER BY a.priority ASC, length(a.pattern) DESC\\n  1377|    \\\"\\\"\\\", params).fetchall()\\n  1378|    updated = 0\\n  1379|    ts = now()\\n  1380|    for cand in _open_candidates_for_merchants(conn):\\n  1381|        for alias in aliases:\\n  1382|            if not _merchant_alias_matches(alias, cand):\\n  1383|                continue\\n  1384|            status = \\\"auto_categorized\\\" if alias[\\\"default_category_id\\\"] else \\\"needs_review\\\"\\n  1385|            requires_review = 0 if alias[\\\"default_category_id\\\"] else 1\\n  1386|            conn.execute(\\\"\\\"\\\"\\n  1387|                UPDATE budget_transaction_candidates\\n  1388|                SET merchant_id=?, merchant_display_name=?, merchant=?, proposed_category_id=COALESCE(?, proposed_category_id), proposed_category_name=COALESCE(?, proposed_category_name),\\n  1389|                    status=?, status_label=?, requires_review=?, review_reason='merchant_alias_match', confidence='0.90', updated_at=?\\n  1390|                WHERE transaction_candidate_id=?\\n  1391|            \\\"\\\"\\\", (alias[\\\"merchant_id\\\"], alias[\\\"display_name\\\"], alias[\\\"display_name\\\"], alias[\\\"default_category_id\\\"], alias[\\\"default_category_name\\\"], status, STATUS_LABELS[status], requires_review, ts, cand[\\\"transaction_candidate_id\\\"]))\\n  1392|            updated += 1\\n  1393|            break\\n  1394|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_merchant_applied_to_candidates\\\", entity_type=\\\"budget_merchant\\\", entity_id=merchant_id or \\\"all\\\", new_values={\\\"updated_count\\\": updated}, created_by=\\\"user\\\")\\n  1395|    conn.commit()\\n  1396|    return {\\\"updated_count\\\": updated, \\\"audit_id\\\": audit_id}\\n  1397|\\n  1398|\\n  1399|def merge_merchants(conn: Connection, source_merchant_id: str, target_merchant_id: str) -> dict[str, Any]:\\n  1400|    if source_merchant_id == target_merchant_id:\\n  1401|        raise HTTPException(status_code=422, detail=\\\"source and target must differ\\\")\\n  1402|    source = conn.execute(\\\"SELECT * FROM budget_merchants WHERE merchant_id=?\\\", (source_merchant_id,)).fetchone()\\n  1403|    target = conn.execute(\\\"SELECT * FROM budget_merchants WHERE merchant_id=?\\\", (target_merchant_id,)).fetchone()\\n  1404|    if not source or not target:\\n  1405|        raise HTTPException(status_code=404, detail=\\\"merchant not found\\\")\\n  1406|    ts = now()\\n  1407|    conn.execute(\\\"UPDATE budget_merchant_aliases SET merchant_id=?, updated_at=? WHERE merchant_id=?\\\", (target_merchant_id, ts, source_merchant_id))\\n  1408|    conn.execute(\\\"UPDATE budget_transaction_candidates SET merchant_id=?, merchant_display_name=?, merchant=? WHERE merchant_id=?\\\", (target_merchant_id, target[\\\"display_name\\\"], target[\\\"display_name\\\"], source_merchant_id))\\n  1409|    conn.execute(\\\"UPDATE budget_merchants SET is_active=0, updated_at=?, notes=COALESCE(notes,'') || ' merged_into:' || ? WHERE merchant_id=?\\\", (ts, target_merchant_id, source_merchant_id))\\n  1410|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_merchant_merged\\\", entity_type=\\\"budget_merchant\\\", entity_id=target_merchant_id, old_values={\\\"source_merchant_id\\\": source_merchant_id}, new_values={\\\"target_merchant_id\\\": target_merchant_id}, created_by=\\\"user\\\")\\n  1411|    conn.commit()\\n  1412|    return {\\\"status\\\": \\\"merged\\\", \\\"source_merchant_id\\\": source_merchant_id, \\\"target_merchant_id\\\": target_merchant_id, \\\"audit_id\\\": audit_id}\\n  1413|\\n  1414|\\n  1415|def _similar_merchant(a: str, b: str) -> bool:\\n  1416|    aa = set(_normalized_merchant_name(a).split())\\n  1417|    bb = set(_normalized_merchant_name(b).split())\\n  1418|    if not aa or not bb:\\n  1419|        return False\\n  1420|    return bool(aa & bb) or _normalized_merchant_name(a) in _normalized_merchant_name(b) or _normalized_merchant_name(b) in _normalized_merchant_name(a)\\n  1421|\\n  1422|\\n  1423|def detect_duplicate_candidates(conn: Connection, *, day_window: int = 2) -> dict[str, Any]:\\n  1424|    candidates = conn.execute(\\\"\\\"\\\"\\n  1425|        SELECT * FROM budget_transaction_candidates\\n  1426|        WHERE status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','superseded','reference_2025','archived_reference')\\n  1427|          AND transaction_date IS NOT NULL AND amount_original IS NOT NULL\\n  1428|    \\\"\\\"\\\").fetchall()\\n  1429|    transactions = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND transaction_date IS NOT NULL\\\").fetchall()\\n  1430|    updated = 0\\n  1431|    ts = now()\\n  1432|    for cand in candidates:\\n  1433|        try:\\n  1434|            cdate = datetime.fromisoformat(str(cand[\\\"transaction_date\\\"])[:10])\\n  1435|            camount = Decimal(str(cand[\\\"amount_original\\\"]))\\n  1436|        except Exception:\\n  1437|            continue\\n  1438|        cmerchant = str(cand[\\\"merchant_display_name\\\"] or cand[\\\"merchant\\\"] or cand[\\\"description\\\"] or \\\"\\\")\\n  1439|        for tx in transactions:\\n  1440|            try:\\n  1441|                tdate = datetime.fromisoformat(str(tx[\\\"transaction_date\\\"])[:10])\\n  1442|                tamount = Decimal(str(tx[\\\"amount_original\\\"]))\\n  1443|            except Exception:\\n  1444|                continue\\n  1445|            if abs((cdate - tdate).days) > day_window or camount != tamount or str(cand[\\\"currency_original\\\"] or \\\"CHF\\\") != str(tx[\\\"currency_original\\\"] or \\\"CHF\\\"):\\n  1446|                continue\\n  1447|            if not _similar_merchant(cmerchant, str(tx[\\\"payee\\\"] or tx[\\\"description\\\"] or \\\"\\\")):\\n  1448|                continue\\n  1449|            conn.execute(\\\"UPDATE budget_transaction_candidates SET status='duplicate_candidate', status_label=?, duplicate_of_transaction_id=?, requires_review=1, review_reason='duplicate_detection_v1', updated_at=? WHERE transaction_candidate_id=?\\\", (STATUS_LABELS[\\\"duplicate_candidate\\\"], tx[\\\"budget_transaction_id\\\"], ts, cand[\\\"transaction_candidate_id\\\"]))\\n  1450|            updated += 1\\n  1451|            break\\n  1452|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_duplicate_detection_v1\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=\\\"duplicate_detection_v1\\\", new_values={\\\"duplicate_count\\\": updated}, created_by=\\\"user\\\")\\n  1453|    conn.commit()\\n  1454|    return {\\\"duplicate_count\\\": updated, \\\"audit_id\\\": audit_id}\\n  1455|\\n  1456|\\n  1457|def archive_reference_year_candidates(conn: Connection, *, active_year: str = \\\"2026\\\", reference_year: str = \\\"2025\\\") -> dict[str, int | str]:\\n  1458|    ts = now()\\n  1459|    rows = conn.execute(\\\"SELECT * FROM budget_transaction_candidates WHERE substr(transaction_date,1,4)=? AND status NOT IN ('confirmed','reference_2025','archived_reference','superseded')\\\", (reference_year,)).fetchall()\\n  1460|\", \"total_lines\": 1484, \"file_size\": 101660, \"truncated\": true, \"hint\": \"Use offset=1460 to continue reading (showing 700-1459 of 1484 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_HSSkOwpFcDNClvXjKWvTC3AT"
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      "reasoning": "**Planning category implementation**\n\nI need to implement some features and create tests for them. I'll inspect migration tables for merchant fields to see if that's enough. In the categories.py file, I must finalize the list while ensuring the usage includes checks for merchants, rules, and active children. I also want to set up functions for previewing updates and deletions, and think about how the user can preview these changes. There will be a need for API endpoints, and I might add drag-and-drop functionality to the frontend for better usability.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Planning category implementation**\n\nI need to implement some features and create tests for them. I'll inspect migration tables for merchant fields to see if that's enough. In the categories.py file, I must finalize the list while ensuring the usage includes checks for merchants, rules, and active children. I also want to set up functions for previewing updates and deletions, and think about how the user can preview these changes. There will be a need for API endpoints, and I might add drag-and-drop functionality to the frontend for better usability.",
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          "id": "rs_08efd988e539badb016a0b603151dc81918ae8a997cb456322",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Planning category implementation**\n\nI need to implement some features and create tests for them. I'll inspect migration tables for merchant fields to see if that's enough. In the categories.py file, I must finalize the list while ensuring the usage includes checks for merchants, rules, and active children. I also want to set up functions for previewing updates and deletions, and think about how the user can preview these changes. There will be a need for API endpoints, and I might add drag-and-drop functionality to the frontend for better usability."
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          "call_id": "call_BoIZVLdeeAItOvsPovBOK71u",
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          "type": "function",
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            "arguments": "{\"limit\":220,\"offset\":260,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
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      "content": "{\"content\": \"   260|\\n   261|@router.get(\\\"/categories\\\")\\n   262|def categories(include_archived: bool = False, grouped: bool = False, conn: Connection = Depends(get_db)):\\n   263|    if grouped:\\n   264|        return list_category_tree_grouped(conn, include_archived=include_archived)\\n   265|    return list_categories(conn, include_archived=include_archived)\\n   266|\\n   267|\\n   268|@router.get(\\\"/categories/tree\\\")\\n   269|def category_tree(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n   270|    return list_category_tree_grouped(conn, include_archived=include_archived)\\n   271|\\n   272|\\n   273|@router.get(\\\"/tags\\\")\\n   274|def tags(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n   275|    return list_tags(conn, include_archived=include_archived)\\n   276|\\n   277|\\n   278|@router.post(\\\"/tags/preview\\\")\\n   279|def tags_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   280|    return create_tag_preview(conn, payload)\\n   281|\\n   282|\\n   283|@router.post(\\\"/tags/confirm\\\")\\n   284|def tags_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   285|    return confirm_create_tag(conn, payload)\\n   286|\\n   287|\\n   288|@router.post(\\\"/tags/{tag_id}/archive\\\")\\n   289|def tags_archive(tag_id: str, conn: Connection = Depends(get_db)):\\n   290|    return archive_tag(conn, tag_id)\\n   291|\\n   292|\\n   293|@router.get(\\\"/plans\\\")\\n   294|def plans(month: str | None = None, include_archived: bool = True, conn: Connection = Depends(get_db)):\\n   295|    return list_budget_plan_items(conn, month=month, include_archived=include_archived)\\n   296|\\n   297|\\n   298|@router.post(\\\"/plans/preview\\\")\\n   299|def plans_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   300|    return create_budget_plan_item_preview(conn, payload)\\n   301|\\n   302|\\n   303|@router.post(\\\"/plans/confirm\\\")\\n   304|def plans_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   305|    return confirm_budget_plan_item(conn, payload)\\n   306|\\n   307|\\n   308|@router.get(\\\"/seed-candidates\\\")\\n   309|def seed_candidates(status: str | None = None, candidate_type: str | None = None, conn: Connection = Depends(get_db)):\\n   310|    return list_seed_candidates(conn, status=status, candidate_type=candidate_type)\\n   311|\\n   312|\\n   313|@router.get(\\\"/import-profiles\\\")\\n   314|def budget_import_profiles():\\n   315|    return import_profile_specs()\\n   316|\\n   317|\\n   318|@router.post(\\\"/import-profiles/{profile_name}/dry-run\\\")\\n   319|def budget_import_profile_dry_run(profile_name: str, payload: dict, conn: Connection = Depends(get_db)):\\n   320|    return import_budget_csv_text(conn, profile_name, str(payload.get(\\\"csv_text\\\") or \\\"\\\"), source_file_label=payload.get(\\\"source_file_label\\\") or f\\\"{profile_name}.csv\\\", dry_run=True, default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   321|\\n   322|\\n   323|@router.post(\\\"/import-profiles/{profile_name}/candidates\\\")\\n   324|def budget_import_profile_candidates(profile_name: str, payload: dict, conn: Connection = Depends(get_db)):\\n   325|    return import_budget_csv_text(conn, profile_name, str(payload.get(\\\"csv_text\\\") or \\\"\\\"), source_file_label=payload.get(\\\"source_file_label\\\") or f\\\"{profile_name}.csv\\\", dry_run=False, default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   326|\\n   327|\\n   328|@router.get(\\\"/transaction-candidates\\\")\\n   329|def transaction_candidates(status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\", budget_year: str = \\\"2026\\\", include_reference: bool = False, conn: Connection = Depends(get_db)):\\n   330|    return list_transaction_candidates(conn, status=status, tab=tab, source_type=source_type, category_id=category_id, merchant=merchant, rule=rule, min_confidence=min_confidence, date_from=date_from, date_to=date_to, amount_min=amount_min, amount_max=amount_max, sort_by=sort_by, sort_dir=sort_dir, budget_year=budget_year, include_reference=include_reference)\\n   331|\\n   332|\\n   333|@router.get(\\\"/transaction-candidates/summary\\\")\\n   334|def transaction_candidates_summary(budget_year: str = \\\"2026\\\", conn: Connection = Depends(get_db)):\\n   335|    return review_candidate_summary(conn, budget_year=budget_year)\\n   336|\\n   337|\\n   338|@router.post(\\\"/transaction-candidates/generate\\\")\\n   339|def transaction_candidates_generate(payload: dict, conn: Connection = Depends(get_db)):\\n   340|    source_type = payload.get(\\\"source_type\\\") or \\\"csv_seed\\\"\\n   341|    rows = payload.get(\\\"rows\\\") or []\\n   342|    if source_type == \\\"credit_card_csv\\\":\\n   343|        return seed_credit_card_candidates_from_rows(conn, rows, source_file_label=payload.get(\\\"source_file_label\\\") or \\\"Credit card CSV\\\", subscription_category_id=payload.get(\\\"subscription_category_id\\\"), migros_covered=payload.get(\\\"migros_covered\\\", True))\\n   344|    if source_type == \\\"migros_csv\\\":\\n   345|        return seed_migros_candidates_from_rows(conn, rows, source_file_label=payload.get(\\\"source_file_label\\\") or \\\"Migros CSV\\\", auto_category_id=payload.get(\\\"auto_category_id\\\"), threshold_chf=str(payload.get(\\\"threshold_chf\\\") or \\\"50.00\\\"))\\n   346|    if source_type == \\\"bank_csv\\\":\\n   347|        return seed_bank_transfer_candidates_from_rows(conn, rows, source_file_label=payload.get(\\\"source_file_label\\\") or \\\"Bank CSV\\\", income_category_id=payload.get(\\\"income_category_id\\\"))\\n   348|    if payload.get(\\\"csv_text\\\"):\\n   349|        return seed_transaction_candidates_from_csv_text(conn, payload[\\\"csv_text\\\"], source_file_label=payload.get(\\\"source_file_label\\\") or \\\"CSV Import\\\", source_type=source_type)\\n   350|    return seed_transaction_candidates_from_rows(conn, rows, source_file_label=payload.get(\\\"source_file_label\\\") or \\\"Budget Import\\\", source_type=source_type)\\n   351|\\n   352|\\n   353|@router.post(\\\"/transaction-candidates/bank-income/reclassify\\\")\\n   354|def transaction_candidates_bank_income_reclassify(payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   355|    return reclassify_bank_income_candidates(conn, budget_year=str((payload or {}).get(\\\"budget_year\\\") or \\\"2026\\\"))\\n   356|\\n   357|\\n   358|@router.post(\\\"/transaction-candidates/migros-2026/preview\\\")\\n   359|def transaction_candidates_migros_2026_preview(payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   360|    return preview_migros_receipts_2026(conn, year=str((payload or {}).get(\\\"year\\\") or \\\"2026\\\"))\\n   361|\\n   362|\\n   363|@router.post(\\\"/transaction-candidates/migros-2026/confirm\\\")\\n   364|def transaction_candidates_migros_2026_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   365|    return confirm_migros_receipts_2026(conn, account_id=str(payload.get(\\\"account_id\\\") or \\\"\\\"), year=str(payload.get(\\\"year\\\") or \\\"2026\\\"))\\n   366|\\n   367|\\n   368|@router.post(\\\"/transaction-candidates/{candidate_id}/preview\\\")\\n   369|def transaction_candidates_preview(candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   370|    return preview_transaction_candidate(conn, candidate_id, payload or {})\\n   371|\\n   372|\\n   373|@router.post(\\\"/transaction-candidates/{candidate_id}/confirm\\\")\\n   374|def transaction_candidates_confirm(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   375|    return confirm_transaction_candidate(conn, candidate_id, payload)\\n   376|\\n   377|\\n   378|@router.post(\\\"/transaction-candidates/{candidate_id}/ignore\\\")\\n   379|def transaction_candidates_ignore(candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   380|    return ignore_transaction_candidate(conn, candidate_id, (payload or {}).get(\\\"note\\\"))\\n   381|\\n   382|\\n   383|@router.post(\\\"/transaction-candidates/{candidate_id}/reopen\\\")\\n   384|def transaction_candidates_reopen(candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   385|    return reopen_transaction_candidate(conn, candidate_id, (payload or {}).get(\\\"note\\\"))\\n   386|\\n   387|\\n   388|@router.post(\\\"/transaction-candidates/{candidate_id}/category\\\")\\n   389|def transaction_candidates_category(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   390|    return update_transaction_candidate_category(conn, candidate_id, payload.get(\\\"category_id\\\"), payload.get(\\\"note\\\"))\\n   391|\\n   392|\\n   393|@router.post(\\\"/transaction-candidates/bulk-category\\\")\\n   394|def transaction_candidates_bulk_category(payload: dict, conn: Connection = Depends(get_db)):\\n   395|    category_id = str(payload.get(\\\"category_id\\\") or \\\"\\\")\\n   396|    return bulk_update_transaction_candidate_category(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], category_id=category_id, note=payload.get(\\\"note\\\"))\\n   397|\\n   398|\\n   399|@router.post(\\\"/transaction-candidates/{candidate_id}/split\\\")\\n   400|def transaction_candidates_split(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   401|    return create_candidate_split(conn, candidate_id, payload.get(\\\"splits\\\") or [])\\n   402|\\n   403|\\n   404|@router.post(\\\"/transaction-candidates/{candidate_id}/split/confirm\\\")\\n   405|def transaction_candidates_split_confirm(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   406|    return confirm_candidate_split(conn, candidate_id, payload)\\n   407|\\n   408|\\n   409|@router.post(\\\"/transaction-candidates/{candidate_id}/category/create\\\")\\n   410|def transaction_candidates_create_category(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   411|    return create_review_category_for_candidate(conn, candidate_id, payload)\\n   412|\\n   413|\\n   414|@router.post(\\\"/transaction-candidates/{candidate_id}/transfer\\\")\\n   415|def transaction_candidates_transfer(candidate_id: str, payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   416|    return mark_candidate_transfer(conn, candidate_id, (payload or {}).get(\\\"note\\\"))\\n   417|\\n   418|\\n   419|@router.post(\\\"/transaction-candidates/{candidate_id}/type\\\")\\n   420|def transaction_candidates_type(candidate_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   421|    return mark_candidate_type(conn, candidate_id, str(payload.get(\\\"candidate_type\\\") or \\\"\\\"), (payload or {}).get(\\\"note\\\"))\\n   422|\\n   423|\\n   424|@router.post(\\\"/transaction-candidates/batch-confirm-safe/preview\\\")\\n   425|def transaction_candidates_batch_confirm_safe_preview(conn: Connection = Depends(get_db)):\\n   426|    return preview_safe_auto_candidates(conn)\\n   427|\\n   428|\\n   429|@router.post(\\\"/transaction-candidates/batch/preview\\\")\\n   430|def transaction_candidates_batch_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   431|    return preview_batch_confirm_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], account_id=str(payload.get(\\\"account_id\\\") or \\\"\\\"), budget_year=str(payload.get(\\\"budget_year\\\") or \\\"2026\\\"))\\n   432|\\n   433|\\n   434|@router.post(\\\"/transaction-candidates/batch\\\")\\n   435|def transaction_candidates_batch(payload: dict, conn: Connection = Depends(get_db)):\\n   436|    return batch_mark_candidates(conn, candidate_ids=payload.get(\\\"candidate_ids\\\") or [], action=str(payload.get(\\\"action\\\") or \\\"\\\"), account_id=payload.get(\\\"account_id\\\"), category_id=payload.get(\\\"category_id\\\"), preview_id=payload.get(\\\"preview_id\\\"), note=payload.get(\\\"note\\\"), budget_year=str(payload.get(\\\"budget_year\\\") or \\\"2026\\\"))\\n   437|\\n   438|\\n   439|@router.post(\\\"/transaction-candidates/archive-reference-year\\\")\\n   440|def transaction_candidates_archive_reference(payload: dict | None = None, conn: Connection = Depends(get_db)):\\n   441|    payload = payload or {}\\n   442|    return archive_reference_year_candidates(conn, active_year=str(payload.get(\\\"active_year\\\") or \\\"2026\\\"), reference_year=str(payload.get(\\\"reference_year\\\") or \\\"2025\\\"))\\n   443|\\n   444|\\n   445|@router.post(\\\"/transaction-candidates/batch-confirm-safe\\\")\\n   446|def transaction_candidates_batch_confirm_safe(payload: dict, conn: Connection = Depends(get_db)):\\n   447|    account_id = str(payload.get(\\\"account_id\\\") or \\\"\\\")\\n   448|    return batch_confirm_safe_candidates(conn, account_id=account_id, candidate_ids=payload.get(\\\"candidate_ids\\\") or None)\\n   449|\\n   450|\\n   451|@router.post(\\\"/transaction-candidates/detect-duplicates\\\")\\n   452|def transaction_candidates_detect_duplicates(conn: Connection = Depends(get_db)):\\n   453|    return detect_duplicate_candidates(conn)\\n   454|\\n   455|\\n   456|@router.get(\\\"/merchants\\\")\\n   457|def merchants(include_inactive: bool = False, conn: Connection = Depends(get_db)):\\n   458|    return list_merchants(conn, include_inactive=include_inactive)\\n   459|\\n   460|\\n   461|@router.post(\\\"/merchants\\\")\\n   462|def merchants_create(payload: dict, conn: Connection = Depends(get_db)):\\n   463|    return create_merchant(conn, payload)\\n   464|\\n   465|\\n   466|@router.post(\\\"/merchants/{merchant_id}/aliases\\\")\\n   467|def merchants_create_alias(merchant_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   468|    return create_merchant_alias(conn, merchant_id, payload)\\n   469|\\n   470|\\n   471|@router.post(\\\"/merchants/{merchant_id}/category\\\")\\n   472|def merchants_update_category(merchant_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   473|    return update_merchant_category(conn, merchant_id, payload.get(\\\"category_id\\\"))\\n   474|\\n   475|\\n   476|@router.post(\\\"/merchants/{merchant_id}/apply\\\")\\n   477|def merchants_apply(merchant_id: str, conn: Connection = Depends(get_db)):\\n   478|    return 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      "role": "assistant",
      "content": "Ich schreibe jetzt RED-Tests: finale Expense-Struktur/Sortierung, CRUD-Safety inkl. Merchant/Rule-Referenzen, Reorder, Duplicate-Ausblendung. Danach lasse ich sie gezielt scheitern.",
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          "id": "call_BMvGvuiGhcMr4vyoA2ZZtc1y",
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\",\"content\":\"from __future__ import annotations\\n\\nimport pytest\\nfrom fastapi import HTTPException\\n\\nfrom jarvis_finance.services.budget_accounts import confirm_create_budget_account\\nfrom jarvis_finance.services.budget_categories import (\\n    FINAL_EXPENSE_CATEGORIES,\\n    archive_category,\\n    confirm_budget_category_cleanup,\\n    confirm_create_category,\\n    delete_empty_category,\\n    preview_budget_category_cleanup,\\n    reorder_categories,\\n    update_category,\\n)\\nfrom jarvis_finance.services.budget_imports import confirm_transaction_candidate, detect_duplicate_candidates, list_transaction_candidates\\nfrom jarvis_finance.services.budget_transactions import confirm_budget_transaction\\nfrom jarvis_finance.storage.database import connect_memory\\nfrom jarvis_finance.storage.migrations import apply_migrations\\n\\n\\ndef db():\\n    conn = connect_memory()\\n    apply_migrations(conn)\\n    return conn\\n\\n\\ndef category(conn, name: str, typ: str = \\\"expense\\\", sort_order: int = 0) -> str:\\n    return confirm_create_category(conn, {\\\"name\\\": name, \\\"category_type\\\": typ, \\\"sort_order\\\": sort_order})[\\\"entity_id\\\"]\\n\\n\\ndef account(conn) -> str:\\n    return confirm_create_budget_account(conn, {\\\"name\\\": \\\"Haushalt 2026\\\", \\\"account_type\\\": \\\"checking\\\", \\\"currency\\\": \\\"CHF\\\"})[\\\"entity_id\\\"]\\n\\n\\ndef audit_count(conn, entity_type: str, entity_id: str) -> int:\\n    return int(conn.execute(\\\"SELECT COUNT(*) FROM audit_log WHERE entity_type=? AND entity_id=?\\\", (entity_type, entity_id)).fetchone()[0] or 0)\\n\\n\\ndef test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts() -> None:\\n    conn = db()\\n    old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n    old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n    old_review = category(conn, \\\"Review nötig\\\", sort_order=999)\\n    income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n    acc = account(conn)\\n    confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n    conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_old_review', 'unklar', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_review,))\\n    conn.commit()\\n\\n    preview = preview_budget_category_cleanup(conn)\\n\\n    assert preview[\\\"target_expense_categories\\\"] == FINAL_EXPENSE_CATEGORIES\\n    assert preview[\\\"active_expense_before_count\\\"] >= 3\\n    assert preview[\\\"auto_mappable_count\\\"] >= 2\\n    assert preview[\\\"review_required_count\\\"] >= 1\\n    assert preview[\\\"income_category_count\\\"] >= 1\\n\\n    result = confirm_budget_category_cleanup(conn, preview[\\\"payload\\\"])\\n    assert result[\\\"audit_id\\\"]\\n    active_expense_names = [r[\\\"name\\\"] for r in conn.execute(\\\"SELECT name FROM budget_categories WHERE category_type='expense' AND is_active=1 ORDER BY sort_order, name\\\").fetchall()]\\n    assert active_expense_names == FINAL_EXPENSE_CATEGORIES\\n    assert conn.execute(\\\"SELECT is_active FROM budget_categories WHERE category_id=?\\\", (income_id,)).fetchone()[0] == 1\\n    assert conn.execute(\\\"SELECT category_id FROM budget_transactions WHERE description='Streaming'\\\").fetchone()[0] == conn.execute(\\\"SELECT category_id FROM budget_categories WHERE name='Hobbys & Selfcare' AND is_active=1\\\").fetchone()[0]\\n    assert conn.execute(\\\"SELECT category_id FROM budget_plan_items WHERE plan_item_id='plan_old_vers'\\\").fetchone()[0] == conn.execute(\\\"SELECT category_id FROM budget_categories WHERE name='Versicherungen Wohnen' AND is_active=1\\\").fetchone()[0]\\n\\n\\ndef test_category_crud_delete_archives_when_references_and_writes_audit() -> None:\\n    conn = db()\\n    empty = category(conn, \\\"Temporär leer\\\")\\n    used = category(conn, \\\"Temporär genutzt\\\")\\n    acc = account(conn)\\n    confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-02-10\\\", \\\"description\\\": \\\"Genutzt\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": used})\\n    conn.execute(\\\"INSERT INTO budget_merchants(merchant_id, display_name, normalized_name, default_category_id, is_active, created_at, updated_at) VALUES ('merchant_used', 'Merchant Used', 'merchant used', ?, 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (used,))\\n    conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_used', 'used', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (used,))\\n    conn.commit()\\n\\n    renamed = update_category(conn, used, {\\\"name\\\": \\\"Temporär genutzt neu\\\", \\\"change_note\\\": \\\"rename test\\\"})\\n    assert renamed[\\\"audit_id\\\"]\\n    assert conn.execute(\\\"SELECT name FROM budget_categories WHERE category_id=?\\\", (used,)).fetchone()[0] == \\\"Temporär genutzt neu\\\"\\n\\n    deleted = delete_empty_category(conn, empty)\\n    assert deleted[\\\"status\\\"] == \\\"deleted\\\"\\n    assert audit_count(conn, \\\"budget_category\\\", empty) >= 1\\n\\n    with pytest.raises(HTTPException):\\n        delete_empty_category(conn, used)\\n    archived = archive_category(conn, used)\\n    assert archived[\\\"status\\\"] == \\\"archived\\\"\\n    assert conn.execute(\\\"SELECT is_active FROM budget_categories WHERE category_id=?\\\", (used,)).fetchone()[0] == 0\\n    assert audit_count(conn, \\\"budget_category\\\", used) >= 2\\n\\n\\ndef test_reorder_categories_is_idempotent_and_dropdown_order_uses_sort_order() -> None:\\n    conn = db()\\n    a = category(conn, \\\"A Alt\\\", sort_order=30)\\n    b = category(conn, \\\"B Alt\\\", sort_order=20)\\n    c = category(conn, \\\"C Alt\\\", sort_order=10)\\n\\n    result = reorder_categories(conn, [b, c, a])\\n    again = reorder_categories(conn, [b, c, a])\\n\\n    assert result[\\\"audit_id\\\"]\\n    assert again[\\\"updated_count\\\"] == 0\\n    rows = conn.execute(\\\"SELECT category_id FROM budget_categories WHERE category_type='expense' AND is_active=1 AND category_id IN (?,?,?) ORDER BY sort_order, name\\\", (a, b, c)).fetchall()\\n    assert [r[0] for r in rows] == [b, c, a]\\n\\n\\ndef test_duplicate_detection_auto_ignores_safe_duplicates_and_keeps_possible_duplicates_separate() -> None:\\n    conn = db()\\n    cat = category(conn, \\\"Essen & Haushalt\\\")\\n    acc = account(conn)\\n    tx = confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-03-10\\\", \\\"description\\\": \\\"Migros Windisch\\\", \\\"payee\\\": \\\"Migros Windisch\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": cat})[\\\"entity_id\\\"]\\n    conn.execute(\\\"INSERT INTO budget_transaction_candidates(transaction_candidate_id, source_file_label, source_type, transaction_date, description, merchant, amount_original, currency_original, proposed_category_id, proposed_category_name, duplicate_of_transaction_id, confidence, requires_review, status, classification, review_reason, created_at, updated_at) VALUES ('cand_safe_dup', 'visa.csv', 'credit_card_csv', '2026-03-10', 'Migros Windisch', 'Migros Windisch', '1.00', 'CHF', ?, 'Essen & Haushalt', NULL, '0.99', 0, 'pending', 'migros_auto_under_threshold', NULL, '2026-03-10T00:00:00Z', '2026-03-10T00:00:00Z')\\\", (cat,))\\n    conn.execute(\\\"INSERT INTO budget_transaction_candidates(transaction_candidate_id, source_file_label, source_type, transaction_date, description, merchant, amount_original, currency_original, proposed_category_id, proposed_category_name, duplicate_of_transaction_id, confidence, requires_review, status, classification, review_reason, created_at, updated_at) VALUES ('cand_possible_dup', 'bank.csv', 'bank_csv', '2026-03-12', 'Migros Windisch maybe', 'Migros Windisch maybe', '1.00', 'CHF', ?, 'Essen & Haushalt', NULL, '0.70', 1, 'needs_review', 'bank_review', NULL, '2026-03-12T00:00:00Z', '2026-03-12T00:00:00Z')\\\", (cat,))\\n    conn.commit()\\n\\n    result = detect_duplicate_candidates(conn, day_window=2)\\n\\n    assert result[\\\"safe_duplicate_count\\\"] == 1\\n    assert result[\\\"possible_duplicate_count\\\"] == 1\\n    safe = conn.execute(\\\"SELECT status, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE transaction_candidate_id='cand_safe_dup'\\\").fetchone()\\n    possible = conn.execute(\\\"SELECT status, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE transaction_candidate_id='cand_possible_dup'\\\").fetchone()\\n    assert safe[\\\"status\\\"] == \\\"auto_ignored_duplicate\\\"\\n    assert safe[\\\"requires_review\\\"] == 0\\n    assert safe[\\\"duplicate_of_transaction_id\\\"] == tx\\n    assert possible[\\\"status\\\"] == \\\"duplicate_candidate\\\"\\n    assert possible[\\\"requires_review\\\"] == 1\\n    assert list_transaction_candidates(conn, budget_year=\\\"2026\\\") == []\\n    assert [r[\\\"transaction_candidate_id\\\"] for r in list_transaction_candidates(conn, tab=\\\"duplicates\\\", budget_year=\\\"2026\\\")] == [\\\"cand_possible_dup\\\"]\\n    assert [r[\\\"transaction_candidate_id\\\"] for r in list_transaction_candidates(conn, tab=\\\"auto_ignored_duplicates\\\", budget_year=\\\"2026\\\")] == [\\\"cand_safe_dup\\\"]\\n    with pytest.raises(HTTPException):\\n        confirm_transaction_candidate(conn, \\\"cand_possible_dup\\\", {\\\"account_id\\\": acc, \\\"category_id\\\": cat, \\\"budget_year\\\": \\\"2026\\\"})\\n\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "write_file",
      "content": "{\"bytes_written\": 9399, \"dirs_created\": true, \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"lsp_diagnostics\": \"LSP diagnostics introduced by this edit:\\n<diagnostics file=\\\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\\\">\\nERROR [8:5] \\\"FINAL_EXPENSE_CATEGORIES\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [10:5] \\\"confirm_budget_category_cleanup\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [13:5] \\\"preview_budget_category_cleanup\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\nERROR [14:5] \\\"reorder_categories\\\" is unknown import symbol [reportAttributeAccessIssue] (Pyright)\\n</diagnostics>\"}",
      "tool_call_id": "call_BMvGvuiGhcMr4vyoA2ZZtc1y"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_jfj4GQo3r4svbLtx2gs1Db0k",
          "call_id": "call_jfj4GQo3r4svbLtx2gs1Db0k",
          "response_item_id": "fc_08efd988e539badb016a0b60745e94819185671bf0b784bf9b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_budget_categories_cleanup_duplicates.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"==================================== ERRORS ====================================\\n___ ERROR collecting tests/unit/test_budget_categories_cleanup_duplicates.py ___\\nImportError while importing test module '/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py'.\\nHint: make sure your test modules/packages have valid Python names.\\nTraceback:\\n../../../.local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/importlib/__init__.py:126: in import_module\\n    return _bootstrap._gcd_import(name[level:], package, level)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\ntests/unit/test_budget_categories_cleanup_duplicates.py:7: in <module>\\n    from jarvis_finance.services.budget_categories import (\\nE   ImportError: cannot import name 'FINAL_EXPENSE_CATEGORIES' from 'jarvis_finance.services.budget_categories' (/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py)\\n=========================== short test summary info ============================\\nERROR tests/unit/test_budget_categories_cleanup_duplicates.py\\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\\n1 error in 0.34s\", \"exit_code\": 2, \"error\": null}",
      "tool_call_id": "call_jfj4GQo3r4svbLtx2gs1Db0k"
    },
    {
      "role": "assistant",
      "content": "RED verifiziert: Tests scheitern erwartungsgemäß, weil finale Kategorie-Cleanup-/Reorder-Funktionen noch fehlen. Ich implementiere jetzt minimal die Backend-Services und Duplicate-Regeln gegen diese Tests.",
      "reasoning": null,
      "finish_reason": "tool_calls",
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          "id": "rs_08efd988e539badb016a0b607d12188191961ba78f27a68435",
          "summary": []
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "RED verifiziert: Tests scheitern erwartungsgemäß, weil finale Kategorie-Cleanup-/Reorder-Funktionen noch fehlen. Ich implementiere jetzt minimal die Backend-Services und Duplicate-Regeln gegen diese Tests."
            }
          ],
          "id": "msg_08efd988e539badb016a0b607e5c948191aa54881dc491adc3",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_Ss4WQA1ag5J5dfRfaWJkhN2R",
          "call_id": "call_Ss4WQA1ag5J5dfRfaWJkhN2R",
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          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py')\\ns=p.read_text()\\n# replace canonical expenses block\\nold='''CANONICAL_EXPENSE_CATEGORIES = [\\\\n    \\\"Essen & Haushalt\\\",\\\\n    \\\"Wohnen\\\",\\\\n    \\\"Versicherungen\\\",\\\\n    \\\"Gesundheit / Medizin\\\",\\\\n    \\\"Mobilität / Auto / Transport\\\",\\\\n    \\\"Kinder / Familie\\\",\\\\n    \\\"Freizeit / Abos / Ausflüge\\\",\\\\n    \\\"Hausrat / Möbel & Garten\\\",\\\\n    \\\"Shopping / Kleidung & Elektronik\\\",\\\\n    \\\"Haustiere\\\",\\\\n    \\\"Steuern / Behörden\\\",\\\\n    \\\"Sonstiges / Administration\\\",\\\\n    \\\"Review nötig\\\",\\\\n]\\\\n'''\\nnew='''FINAL_EXPENSE_CATEGORIES = [\\\\n    \\\"Essen & Haushalt\\\",\\\\n    \\\"Versicherungen Wohnen\\\",\\\\n    \\\"Versicherungen Leben\\\",\\\\n    \\\"Krankenkasse\\\",\\\\n    \\\"Auto Melanie\\\",\\\\n    \\\"Wohnen\\\",\\\\n    \\\"Elektronische Medien\\\",\\\\n    \\\"Weiterbildung & Musik\\\",\\\\n    \\\"Gesundheit\\\",\\\\n    \\\"Haustiere\\\",\\\\n    \\\"Steuern\\\",\\\\n    \\\"Spenden\\\",\\\\n    \\\"Hobbys & Selfcare\\\",\\\\n    \\\"Liegenschaftsunterhalt\\\",\\\\n    \\\"Liegenschaftsinvestitionen\\\",\\\\n    \\\"Einmalige Anschaffungen\\\",\\\\n    \\\"Kleider und Schuhe\\\",\\\\n]\\\\nCANONICAL_EXPENSE_CATEGORIES = FINAL_EXPENSE_CATEGORIES\\\\n'''\\nif old in s: s=s.replace(old,new)\\n# enhance _category_usage\\nold='''def _category_usage(conn: Connection, category_id: str) -> dict[str, int]:\\\\n    tx_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_transactions WHERE category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    child_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_categories WHERE parent_category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    plan_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_plan_items WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    return {\\\"transaction_count\\\": tx_count, \\\"child_count\\\": child_count, \\\"active_plan_count\\\": plan_count}\\\\n'''\\nnew='''def _category_usage(conn: Connection, category_id: str) -> dict[str, int]:\\\\n    tx_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_transactions WHERE category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    child_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_categories WHERE parent_category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    plan_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_plan_items WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    merchant_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_merchants WHERE default_category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    rule_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_review_rules WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\\\n    return {\\\"transaction_count\\\": tx_count, \\\"child_count\\\": child_count, \\\"active_plan_count\\\": plan_count, \\\"merchant_count\\\": merchant_count, \\\"rule_count\\\": rule_count}\\\\n'''\\ns=s.replace(old,new)\\nold='''    if usage[\\\"transaction_count\\\"] or usage[\\\"child_count\\\"] or usage[\\\"active_plan_count\\\"]:\\\\n        raise HTTPException(status_code=409, detail=\\\"category is not empty; archive instead\\\")\\\\n'''\\nnew='''    if usage[\\\"transaction_count\\\"] or usage[\\\"child_count\\\"] or usage[\\\"active_plan_count\\\"] or usage[\\\"merchant_count\\\"] or usage[\\\"rule_count\\\"]:\\\\n        raise HTTPException(status_code=409, detail=\\\"category is not empty; archive instead\\\")\\\\n'''\\ns=s.replace(old,new)\\n# append functions after _ensure_category\\nmarker='''def _ensure_category(conn: Connection, name: str, category_type: str, sort_order: int) -> str:\\\\n'''\\nidx=s.find(marker)\\n# we'll append helper functions after _ensure_category function end before simplify_budget_categories_2026\\ninsert_before='''\\\\ndef simplify_budget_categories_2026'''\\nnew_funcs=r'''\\n\\n_CATEGORY_CLEANUP_ALIASES = {\\n    \\\"Freizeit / Abos / Ausflüge\\\": \\\"Hobbys & Selfcare\\\",\\n    \\\"Freizeit\\\": \\\"Hobbys & Selfcare\\\",\\n    \\\"Abos\\\": \\\"Elektronische Medien\\\",\\n    \\\"Streaming\\\": \\\"Elektronische Medien\\\",\\n    \\\"Mobilität / Auto / Transport\\\": \\\"Auto Melanie\\\",\\n    \\\"Auto\\\": \\\"Auto Melanie\\\",\\n    \\\"Transport\\\": \\\"Auto Melanie\\\",\\n    \\\"Shopping / Kleidung & Elektronik\\\": None,\\n    \\\"Kleidung\\\": \\\"Kleider und Schuhe\\\",\\n    \\\"Kleider\\\": \\\"Kleider und Schuhe\\\",\\n    \\\"Elektronik\\\": \\\"Elektronische Medien\\\",\\n    \\\"Hausrat / Möbel & Garten\\\": \\\"Einmalige Anschaffungen\\\",\\n    \\\"Hausrat\\\": \\\"Einmalige Anschaffungen\\\",\\n    \\\"Möbel\\\": \\\"Einmalige Anschaffungen\\\",\\n    \\\"Garten\\\": \\\"Liegenschaftsunterhalt\\\",\\n    \\\"Versicherungen\\\": \\\"Versicherungen Wohnen\\\",\\n    \\\"Gesundheit / Medizin\\\": \\\"Gesundheit\\\",\\n    \\\"Medizin\\\": \\\"Gesundheit\\\",\\n    \\\"Steuern / Behörden\\\": \\\"Steuern\\\",\\n    \\\"Steuern\\\": \\\"Steuern\\\",\\n    \\\"Spenden\\\": \\\"Spenden\\\",\\n    \\\"Sonstiges / Administration\\\": None,\\n    \\\"Sonstiges\\\": \\\"Einmalige Anschaffungen\\\",\\n    \\\"Review nötig\\\": None,\\n}\\n\\n\\ndef _cleanup_target_for(name: str) -> str | None:\\n    if name in FINAL_EXPENSE_CATEGORIES:\\n        return name\\n    if name in _CATEGORY_CLEANUP_ALIASES:\\n        return _CATEGORY_CLEANUP_ALIASES[name]\\n    lname = name.lower()\\n    if \\\"krankenkasse\\\" in lname:\\n        return \\\"Krankenkasse\\\"\\n    if \\\"versicherung\\\" in lname:\\n        return \\\"Versicherungen Wohnen\\\"\\n    if \\\"freizeit\\\" in lname or \\\"hobby\\\" in lname or \\\"selfcare\\\" in lname:\\n        return \\\"Hobbys & Selfcare\\\"\\n    if \\\"medien\\\" in lname or \\\"abo\\\" in lname or \\\"stream\\\" in lname:\\n        return \\\"Elektronische Medien\\\"\\n    if \\\"gesund\\\" in lname or \\\"medizin\\\" in lname:\\n        return \\\"Gesundheit\\\"\\n    if \\\"kleid\\\" in lname or \\\"schuh\\\" in lname:\\n        return \\\"Kleider und Schuhe\\\"\\n    if \\\"auto\\\" in lname or \\\"mobil\\\" in lname or \\\"transport\\\" in lname:\\n        return \\\"Auto Melanie\\\"\\n    return None\\n\\n\\ndef _ensure_final_expense_categories(conn: Connection) -> dict[str, str]:\\n    return {name: _ensure_category(conn, name, \\\"expense\\\", idx * 10) for idx, name in enumerate(FINAL_EXPENSE_CATEGORIES, start=1)}\\n\\n\\ndef preview_budget_category_cleanup(conn: Connection) -> dict:\\n    target_ids = _ensure_final_expense_categories(conn)\\n    rows = conn.execute(\\\"\\\"\\\"\\n        SELECT c.*, \\n               (SELECT COUNT(*) FROM budget_transactions t WHERE t.category_id=c.category_id) AS transaction_count,\\n               (SELECT COUNT(*) FROM budget_plan_items p WHERE p.category_id=c.category_id AND p.is_active=1) AS active_plan_count,\\n               (SELECT COUNT(*) FROM budget_merchants m WHERE m.default_category_id=c.category_id AND m.is_active=1) AS merchant_count,\\n               (SELECT COUNT(*) FROM budget_review_rules r WHERE r.category_id=c.category_id AND r.is_active=1) AS rule_count\\n        FROM budget_categories c\\n        WHERE c.category_type='expense' AND c.is_active=1\\n        ORDER BY c.sort_order, c.name\\n    \\\"\\\"\\\").fetchall()\\n    mappings=[]; review=[]; empty=[]\\n    for r in rows:\\n        name=str(r[\\\"name\\\"])\\n        if name in FINAL_EXPENSE_CATEGORIES:\\n            continue\\n        usage={\\\"transaction_count\\\": int(r[\\\"transaction_count\\\"] or 0), \\\"active_plan_count\\\": int(r[\\\"active_plan_count\\\"] or 0), \\\"merchant_count\\\": int(r[\\\"merchant_count\\\"] or 0), \\\"rule_count\\\": int(r[\\\"rule_count\\\"] or 0)}\\n        target=_cleanup_target_for(name)\\n        item={\\\"source_category_id\\\": r[\\\"category_id\\\"], \\\"source_name\\\": name, \\\"target_name\\\": target, \\\"usage\\\": usage}\\n        if target:\\n            mappings.append(item | {\\\"target_category_id\\\": target_ids[target]})\\n        elif sum(usage.values()) == 0:\\n            empty.append(item)\\n        else:\\n            review.append(item | {\\\"needs_category_review\\\": True})\\n    return {\\n        \\\"preview_id\\\": new_id(\\\"catcleanprev\\\"),\\n        \\\"summary\\\": \\\"Kategorie-Cleanup Preview\\\",\\n        \\\"target_expense_categories\\\": FINAL_EXPENSE_CATEGORIES,\\n        \\\"active_expense_before_count\\\": len(rows),\\n        \\\"target_present_count\\\": len(target_ids),\\n        \\\"auto_mappable_count\\\": len(mappings),\\n        \\\"review_required_count\\\": len(review),\\n        \\\"empty_archive_or_delete_count\\\": len(empty),\\n        \\\"categories_with_transactions_count\\\": sum(1 for r in rows if int(r[\\\"transaction_count\\\"] or 0) > 0),\\n        \\\"categories_with_budget_plans_count\\\": sum(1 for r in rows if int(r[\\\"active_plan_count\\\"] or 0) > 0),\\n        \\\"categories_with_merchant_or_rule_count\\\": sum(1 for r in rows if int(r[\\\"merchant_count\\\"] or 0) or int(r[\\\"rule_count\\\"] or 0)),\\n        \\\"income_category_count\\\": int(conn.execute(\\\"SELECT COUNT(*) FROM budget_categories WHERE category_type='income' AND is_active=1\\\").fetchone()[0] or 0),\\n        \\\"auto_mappings\\\": mappings,\\n        \\\"review_required\\\": review,\\n        \\\"empty_categories\\\": empty,\\n        \\\"payload\\\": {\\\"auto_mappings\\\": mappings, \\\"empty_categories\\\": empty, \\\"target_expense_categories\\\": FINAL_EXPENSE_CATEGORIES},\\n        \\\"warnings\\\": [\\\"Preview only. Produktive Migration benötigt Backup und Confirm.\\\", \\\"Unklare Kategorien werden nicht automatisch umgehängt.\\\"],\\n    }\\n\\n\\ndef confirm_budget_category_cleanup(conn: Connection, payload: dict) -> dict:\\n    target_ids = _ensure_final_expense_categories(conn)\\n    ts = now()\\n    moved_tx = moved_plans = moved_merchants = moved_rules = archived = deleted = 0\\n    for mapping in payload.get(\\\"auto_mappings\\\") or []:\\n        source_id = str(mapping.get(\\\"source_category_id\\\") or \\\"\\\")\\n        target_name = str(mapping.get(\\\"target_name\\\") or \\\"\\\")\\n        target_id = target_ids.get(target_name) or str(mapping.get(\\\"target_category_id\\\") or \\\"\\\")\\n        if not source_id or not target_id or source_id == target_id:\\n            continue\\n        old = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (source_id,)).fetchone()\\n        if not old:\\n            continue\\n        moved_tx += conn.execute(\\\"UPDATE budget_transactions SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n        moved_plans += conn.execute(\\\"UPDATE budget_plan_items SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n        moved_merchants += conn.execute(\\\"UPDATE budget_merchants SET default_category_id=?, updated_at=? WHERE default_category_id=?\\\", (target_id, ts, source_id)).rowcount\\n        moved_rules += conn.execute(\\\"UPDATE budget_review_rules SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n        conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, updated_at=? WHERE proposed_category_id=?\\\", (target_id, target_name, ts, source_id))\\n        conn.execute(\\\"UPDATE budget_categories SET is_active=0, parent_category_id=NULL, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, source_id))\\n        archived += 1\\n        record_audit_event(conn, source=\\\"category_cleanup_v1\\\", action=\\\"category_mapped_and_archived\\\", entity_type=\\\"budget_category\\\", entity_id=source_id, old_values=row_to_dict(old), new_values={\\\"target_category_id\\\": target_id, \\\"target_name\\\": target_name}, created_by=\\\"system\\\")\\n    for item in payload.get(\\\"empty_categories\\\") or []:\\n        source_id = str(item.get(\\\"source_category_id\\\") or \\\"\\\")\\n        if not source_id:\\n            continue\\n        try:\\n            delete_empty_category(conn, source_id)\\n            deleted += 1\\n        except HTTPException:\\n            archive_category(conn, source_id)\\n            archived += 1\\n    for idx, name in enumerate(FINAL_EXPENSE_CATEGORIES, start=1):\\n        conn.execute(\\\"UPDATE budget_categories SET sort_order=?, parent_category_id=NULL, is_active=1, updated_at=? WHERE category_id=?\\\", (idx * 10, ts, target_ids[name]))\\n    audit_id = record_audit_event(conn, source=\\\"category_cleanup_v1\\\", action=\\\"budget_category_cleanup_confirmed\\\", entity_type=\\\"budget_category\\\", entity_id=\\\"expense_cleanup_v1\\\", new_values={\\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_merchants\\\": moved_merchants, \\\"moved_rules\\\": moved_rules, \\\"archived_categories\\\": archived, \\\"deleted_empty_categories\\\": deleted}, created_by=\\\"system\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"confirmed\\\", \\\"audit_id\\\": audit_id, \\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_merchants\\\": moved_merchants, \\\"moved_rules\\\": moved_rules, \\\"archived_categories\\\": archived, \\\"deleted_empty_categories\\\": deleted}\\n\\n\\ndef reorder_categories(conn: Connection, category_ids: list[str]) -> dict:\\n    ts = now(); updated = 0; old_order=[]; new_order=[]\\n    for idx, cid in enumerate(category_ids, start=1):\\n        row = conn.execute(\\\"SELECT category_id, sort_order FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cid,)).fetchone()\\n        if not row:\\n            continue\\n        old_order.append({\\\"category_id\\\": cid, \\\"sort_order\\\": row[\\\"sort_order\\\"]})\\n        new_sort = idx * 10\\n        new_order.append({\\\"category_id\\\": cid, \\\"sort_order\\\": new_sort})\\n        if int(row[\\\"sort_order\\\"] or 0) != new_sort:\\n            conn.execute(\\\"UPDATE budget_categories SET sort_order=?, updated_at=? WHERE category_id=?\\\", (new_sort, ts, cid))\\n            updated += 1\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_category_reordered\\\", entity_type=\\\"budget_category\\\", entity_id=\\\"reorder\\\", old_values={\\\"order\\\": old_order}, new_values={\\\"order\\\": new_order, \\\"updated_count\\\": updated}, created_by=\\\"user\\\")\\n    conn.commit()\\n    return {\\\"status\\\": \\\"reordered\\\", \\\"updated_count\\\": updated, \\\"audit_id\\\": audit_id}\\n'''\\nif new_funcs not in s:\\n    s=s.replace(insert_before, new_funcs+insert_before)\\np.write_text(s)\\nprint('patched categories')\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"patched categories\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.22}",
      "tool_call_id": "call_Ss4WQA1ag5J5dfRfaWJkhN2R"
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        {
          "id": "call_eKvWExMOOwifznjSZgyDshgM",
          "call_id": "call_eKvWExMOOwifznjSZgyDshgM",
          "response_item_id": "fc_08efd988e539badb016a0b60c6ce9c81918ce981fdb4631881",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\np=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py')\\ns=p.read_text()\\ns=s.replace(\\\"'confirmed','ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference'\\\", \\\"'confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','reference_2025','archived_reference'\\\")\\ns=s.replace(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\\", \\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\")\\ns=s.replace(\\\"status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','superseded'\\\", \\\"status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','auto_ignored_duplicate','superseded'\\\")\\ns=s.replace(\\\"status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','superseded','reference_2025','archived_reference')\\\", \\\"status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\")\\ns=s.replace('''            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",''', '''            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\\\n            \\\"auto_ignored_duplicates\\\": \\\"status='auto_ignored_duplicate'\\\",\\\\n            \\\"covered_by_source\\\": \\\"status IN ('covered_by_migros','covered_by_source')\\\",''')\\ns=s.replace('''    if row[\\\"status\\\"] in {\\\"covered_by_migros\\\", \\\"covered_by_source\\\", \\\"superseded\\\", \\\"ignored\\\", \\\"reference_2025\\\", \\\"archived_reference\\\"}:''', '''    if row[\\\"status\\\"] in {\\\"covered_by_migros\\\", \\\"covered_by_source\\\", \\\"auto_ignored_duplicate\\\", \\\"superseded\\\", \\\"ignored\\\", \\\"reference_2025\\\", \\\"archived_reference\\\"}:''')\\nold='''def detect_duplicate_candidates(conn: Connection, *, day_window: int = 2) -> dict[str, Any]:\\\\n    candidates = conn.execute(\\\"\\\"\\\"\\\\n        SELECT * FROM budget_transaction_candidates\\\\n        WHERE status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\\n          AND transaction_date IS NOT NULL AND amount_original IS NOT NULL\\\\n    \\\"\\\"\\\").fetchall()\\\\n    transactions = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND transaction_date IS NOT NULL\\\").fetchall()\\\\n    updated = 0\\\\n    ts = now()\\\\n    for cand in candidates:\\\\n        try:\\\\n            cdate = datetime.fromisoformat(str(cand[\\\"transaction_date\\\"])[:10])\\\\n            camount = Decimal(str(cand[\\\"amount_original\\\"]))\\\\n        except Exception:\\\\n            continue\\\\n        cmerchant = str(cand[\\\"merchant_display_name\\\"] or cand[\\\"merchant\\\"] or cand[\\\"description\\\"] or \\\"\\\")\\\\n        for tx in transactions:\\\\n            try:\\\\n                tdate = datetime.fromisoformat(str(tx[\\\"transaction_date\\\"])[:10])\\\\n                tamount = Decimal(str(tx[\\\"amount_original\\\"]))\\\\n            except Exception:\\\\n                continue\\\\n            if abs((cdate - tdate).days) > day_window or camount != tamount or str(cand[\\\"currency_original\\\"] or \\\"CHF\\\") != str(tx[\\\"currency_original\\\"] or \\\"CHF\\\"):\\\\n                continue\\\\n            if not _similar_merchant(cmerchant, str(tx[\\\"payee\\\"] or tx[\\\"description\\\"] or \\\"\\\")):\\\\n                continue\\\\n            conn.execute(\\\"UPDATE budget_transaction_candidates SET status='duplicate_candidate', status_label=?, duplicate_of_transaction_id=?, requires_review=1, review_reason='duplicate_detection_v1', updated_at=? WHERE transaction_candidate_id=?\\\", (STATUS_LABELS[\\\"duplicate_candidate\\\"], tx[\\\"budget_transaction_id\\\"], ts, cand[\\\"transaction_candidate_id\\\"]))\\\\n            updated += 1\\\\n            break\\\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_duplicate_detection_v1\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=\\\"duplicate_detection_v1\\\", new_values={\\\"duplicate_count\\\": updated}, created_by=\\\"user\\\")\\\\n    conn.commit()\\\\n    return {\\\"duplicate_count\\\": updated, \\\"audit_id\\\": audit_id}\\\\n'''\\nnew='''def detect_duplicate_candidates(conn: Connection, *, day_window: int = 2) -> dict[str, Any]:\\\\n    candidates = conn.execute(\\\"\\\"\\\"\\\\n        SELECT * FROM budget_transaction_candidates\\\\n        WHERE status NOT IN ('confirmed','ignored','covered_by_source','covered_by_migros','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\\n          AND transaction_date IS NOT NULL AND amount_original IS NOT NULL\\\\n    \\\"\\\"\\\").fetchall()\\\\n    transactions = conn.execute(\\\"SELECT * FROM budget_transactions WHERE status='confirmed' AND transaction_date IS NOT NULL\\\").fetchall()\\\\n    safe = possible = 0\\\\n    ts = now()\\\\n    for cand in candidates:\\\\n        try:\\\\n            cdate = datetime.fromisoformat(str(cand[\\\"transaction_date\\\"])[:10])\\\\n            camount = Decimal(str(cand[\\\"amount_original\\\"]))\\\\n        except Exception:\\\\n            continue\\\\n        cmerchant = str(cand[\\\"merchant_display_name\\\"] or cand[\\\"merchant\\\"] or cand[\\\"description\\\"] or \\\"\\\")\\\\n        for tx in transactions:\\\\n            try:\\\\n                tdate = datetime.fromisoformat(str(tx[\\\"transaction_date\\\"])[:10])\\\\n                tamount = Decimal(str(tx[\\\"amount_original\\\"]))\\\\n            except Exception:\\\\n                continue\\\\n            day_diff = abs((cdate - tdate).days)\\\\n            if day_diff > day_window or camount != tamount or str(cand[\\\"currency_original\\\"] or \\\"CHF\\\") != str(tx[\\\"currency_original\\\"] or \\\"CHF\\\"):\\\\n                continue\\\\n            if not _similar_merchant(cmerchant, str(tx[\\\"payee\\\"] or tx[\\\"description\\\"] or \\\"\\\")):\\\\n                continue\\\\n            exact_text = _normalized_merchant_name(cmerchant) == _normalized_merchant_name(str(tx[\\\"payee\\\"] or tx[\\\"description\\\"] or \\\"\\\"))\\\\n            high_conf = Decimal(str(cand[\\\"confidence\\\"] or \\\"0\\\")) >= Decimal(\\\"0.95\\\")\\\\n            if day_diff == 0 and exact_text and high_conf:\\\\n                conn.execute(\\\"UPDATE budget_transaction_candidates SET status='auto_ignored_duplicate', status_label='Automatisch ignoriertes Duplikat', duplicate_of_transaction_id=?, requires_review=0, review_reason='safe_duplicate_existing_transaction', updated_at=? WHERE transaction_candidate_id=?\\\", (tx[\\\"budget_transaction_id\\\"], ts, cand[\\\"transaction_candidate_id\\\"]))\\\\n                record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"auto_ignore_duplicate\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=cand[\\\"transaction_candidate_id\\\"], old_values={\\\"status\\\": cand[\\\"status\\\"]}, new_values={\\\"status\\\": \\\"auto_ignored_duplicate\\\", \\\"duplicate_of_transaction_id\\\": tx[\\\"budget_transaction_id\\\"]}, created_by=\\\"system\\\")\\\\n                safe += 1\\\\n            else:\\\\n                conn.execute(\\\"UPDATE budget_transaction_candidates SET status='duplicate_candidate', status_label=?, duplicate_of_transaction_id=?, requires_review=1, review_reason='duplicate_detection_v1', updated_at=? WHERE transaction_candidate_id=?\\\", (STATUS_LABELS[\\\"duplicate_candidate\\\"], tx[\\\"budget_transaction_id\\\"], ts, cand[\\\"transaction_candidate_id\\\"]))\\\\n                possible += 1\\\\n            break\\\\n    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"budget_duplicate_detection_v2\\\", entity_type=\\\"budget_transaction_candidate\\\", entity_id=\\\"duplicate_detection_v2\\\", new_values={\\\"safe_duplicate_count\\\": safe, \\\"possible_duplicate_count\\\": possible}, created_by=\\\"system\\\")\\\\n    conn.commit()\\\\n    return {\\\"duplicate_count\\\": safe + possible, \\\"safe_duplicate_count\\\": safe, \\\"possible_duplicate_count\\\": possible, \\\"audit_id\\\": audit_id}\\\\n'''\\nif old in s:\\n    s=s.replace(old,new)\\nelse:\\n    start=s.find('def detect_duplicate_candidates')\\n    end=s.find('\\\\ndef archive_reference_year_candidates', start)\\n    s=s[:start]+new+s[end:]\\np.write_text(s)\\nprint('patched imports')\"}"
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        }
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      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"patched imports\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.23}",
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            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_budget_categories_cleanup_duplicates.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"F..F                                                                     [100%]\\n=================================== FAILURES ===================================\\n_ test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts _\\n\\n    def test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts() -> None:\\n        conn = db()\\n        old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n        old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n        old_review = category(conn, \\\"Review nötig\\\", sort_order=999)\\n        income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n        acc = account(conn)\\n        confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n>       conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\nE       sqlite3.OperationalError: table budget_plan_items has no column named amount_chf\\n\\ntests/unit/test_budget_categories_cleanup_duplicates.py:49: OperationalError\\n_ test_duplicate_detection_auto_ignores_safe_duplicates_and_keeps_possible_duplicates_separate _\\n\\n    def test_duplicate_detection_auto_ignores_safe_duplicates_and_keeps_possible_duplicates_separate() -> None:\\n        conn = db()\\n        cat = category(conn, \\\"Essen & Haushalt\\\")\\n        acc = account(conn)\\n        tx = confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-03-10\\\", \\\"description\\\": \\\"Migros Windisch\\\", \\\"payee\\\": \\\"Migros Windisch\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": cat})[\\\"entity_id\\\"]\\n        conn.execute(\\\"INSERT INTO budget_transaction_candidates(transaction_candidate_id, source_file_label, source_type, transaction_date, description, merchant, amount_original, currency_original, proposed_category_id, proposed_category_name, duplicate_of_transaction_id, confidence, requires_review, status, classification, review_reason, created_at, updated_at) VALUES ('cand_safe_dup', 'visa.csv', 'credit_card_csv', '2026-03-10', 'Migros Windisch', 'Migros Windisch', '1.00', 'CHF', ?, 'Essen & Haushalt', NULL, '0.99', 0, 'pending', 'migros_auto_under_threshold', NULL, '2026-03-10T00:00:00Z', '2026-03-10T00:00:00Z')\\\", (cat,))\\n        conn.execute(\\\"INSERT INTO budget_transaction_candidates(transaction_candidate_id, source_file_label, source_type, transaction_date, description, merchant, amount_original, currency_original, proposed_category_id, proposed_category_name, duplicate_of_transaction_id, confidence, requires_review, status, classification, review_reason, created_at, updated_at) VALUES ('cand_possible_dup', 'bank.csv', 'bank_csv', '2026-03-12', 'Migros Windisch maybe', 'Migros Windisch maybe', '1.00', 'CHF', ?, 'Essen & Haushalt', NULL, '0.70', 1, 'needs_review', 'bank_review', NULL, '2026-03-12T00:00:00Z', '2026-03-12T00:00:00Z')\\\", (cat,))\\n        conn.commit()\\n    \\n        result = detect_duplicate_candidates(conn, day_window=2)\\n    \\n        assert result[\\\"safe_duplicate_count\\\"] == 1\\n        assert result[\\\"possible_duplicate_count\\\"] == 1\\n        safe = conn.execute(\\\"SELECT status, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE transaction_candidate_id='cand_safe_dup'\\\").fetchone()\\n        possible = conn.execute(\\\"SELECT status, requires_review, duplicate_of_transaction_id FROM budget_transaction_candidates WHERE transaction_candidate_id='cand_possible_dup'\\\").fetchone()\\n        assert safe[\\\"status\\\"] == \\\"auto_ignored_duplicate\\\"\\n        assert safe[\\\"requires_review\\\"] == 0\\n        assert safe[\\\"duplicate_of_transaction_id\\\"] == tx\\n        assert possible[\\\"status\\\"] == \\\"duplicate_candidate\\\"\\n        assert possible[\\\"requires_review\\\"] == 1\\n>       assert list_transaction_candidates(conn, budget_year=\\\"2026\\\") == []\\nE       AssertionError: assert [{'account_so... '0.70', ...}] == []\\nE         \\nE         Left contains one more item: {'account_source': None, 'amount_original': '1.00', 'classification': 'bank_review', 'confidence': '0.70', ...}\\nE         Use -v to get more diff\\n\\ntests/unit/test_budget_categories_cleanup_duplicates.py:131: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_categories_cleanup_duplicates.py::test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts\\nFAILED tests/unit/test_budget_categories_cleanup_duplicates.py::test_duplicate_detection_auto_ignores_safe_duplicates_and_keeps_possible_duplicates_separate\\n2 failed, 2 passed in 0.47s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
      "tool_call_id": "call_FD9hGypWNZrHCKGs71dcGBV1"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Fixing test plan issues**\n\nI need to address the test plan column or possibly look at the code itself. It seems like using the \"create budget plan\" function could be a way to resolve the issue. I'm thinking about inspecting the schema for budget_plan_items too, just to make sure everything aligns correctly. This way, I can ensure that my test plan is accurate and functional. Let's figure this out!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Fixing test plan issues**\n\nI need to address the test plan column or possibly look at the code itself. It seems like using the \"create budget plan\" function could be a way to resolve the issue. I'm thinking about inspecting the schema for budget_plan_items too, just to make sure everything aligns correctly. This way, I can ensure that my test plan is accurate and functional. Let's figure this out!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC2D56CUpxDnINkJQ8cPg0VXjPm24mT26_QsGYB-J77VyjAkgKFpKyvV6xlCgdnKt9NhpI49yAafvo5u-tCyUPKyYF47kgkPgPyImd1_FTcxdKyKQ4p7n5R4A-5pDiVCsFLbDRFu_2N1wms2obaTDzTcZnf4CuMb7eQ3yTrcnpE7tCOrr-OHe4_1QLT8i90uHrSP6SMb9SskGibpSssxODrwfnoYIqRo6dAV4T80rFo7-Hr0ylmAz44Nb-OZHWXdTsgDr5Ccqd7Gt2bojZhYXXjAA4i6zIznVaOmHiKwhGXPhrBNbtN4_UzLAsxsNJdaGCUGJ0NOO4-hAM5fPlTLsDrAKkqF04fuw7Qk-ZXvTJMfJ4pH8p8Oo-URBt1exXRw28t0kPOdXiQIaFZy_dTGJn6O20gEpdLCX3UFpDAu-XfGbfR-_KD-14ZSkZsY_5GffTNghFkm0dy-Otsc1GV1Ub-ArNvXK7MN0nessHjM2XZ-YuqZFTWuCACfGpqiogQJJKdjlPCdXZOpYBQAtlL3UVsmBCLkDfeIn0JDi6XWjKtf_TFxsX1-4TUfmExJ8NUjNpEFCDH8mDSFNNHpj_pMDMoUnwWpUDDzwzjcV25JNipKNcv0Be1r0-OCzXwsDIYZw0oBRhkBcKdGx3-h0IID-qShvtIyIAHWKdiCLBN__zINY09NCYfy7ITE_B1rOZVHW_XP62Es6S_8oLIFqfqdF_blXA41gmFlli1IIYWwSrFTGKcKRCW27HO6KRisNPyWiOSOTjWZ2JxlQYLM2spK5bfs7cPSVkOldxd9fsp3hso1Wwz00E3lRtoTbDl1vIWJMAyQli5H-ME5L6z1u3hir5tjOdIpuqS9oz_-87Dm1Xn9b_cIuu1a2kAWrNXcqIhZYZboYEqXcuerBZe_oG9lG6dkZ1drYbby9W3xUAk55_btC3tmM4HYuQqUAyxIZ-yrllKtFfeb6_7Yc1LQTeE1IEdHRAS5Em7Qui9N33frftKqFgCr5joHiOOWqIfvn-TMbKaI29fz61_ytLH2x4qDOUw1P4RIsORMOEARztk0WpspuB4o=",
          "id": "rs_08efd988e539badb016a0b60f745148191ab69b2d05eb535a4",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Fixing test plan issues**\n\nI need to address the test plan column or possibly look at the code itself. It seems like using the \"create budget plan\" function could be a way to resolve the issue. I'm thinking about inspecting the schema for budget_plan_items too, just to make sure everything aligns correctly. This way, I can ensure that my test plan is accurate and functional. Let's figure this out!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_8pXV9azjHkiDLxxZA2zs67Uc",
          "call_id": "call_8pXV9azjHkiDLxxZA2zs67Uc",
          "response_item_id": "fc_08efd988e539badb016a0b60f9d16481919967414e2a46b825",
          "type": "function",
          "function": {
            "name": "execute_code",
            "arguments": "{\"code\":\"from pathlib import Path\\ns=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/storage/migrations.py').read_text()\\nidx=s.find('CREATE TABLE IF NOT EXISTS budget_plan_items')\\nprint(s[idx:idx+1200])\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "execute_code",
      "content": "{\"status\": \"success\", \"output\": \"CREATE TABLE IF NOT EXISTS budget_plan_items (\\n            plan_item_id TEXT PRIMARY KEY,\\n            plan_month TEXT NOT NULL,\\n            category_id TEXT NOT NULL REFERENCES budget_categories(category_id),\\n            name TEXT NOT NULL,\\n            monthly_amount_chf TEXT,\\n            annual_amount_chf TEXT,\\n            cadence TEXT NOT NULL DEFAULT 'monthly' CHECK(cadence IN ('monthly','quarterly','annual','one_time','irregular')),\\n            is_fixed_cost INTEGER NOT NULL DEFAULT 0,\\n            source_type TEXT NOT NULL DEFAULT 'manual' CHECK(source_type IN ('manual','excel_seed_dry_run','system')),\\n            notes TEXT,\\n            is_active INTEGER NOT NULL DEFAULT 1,\\n            created_at TEXT NOT NULL,\\n            updated_at TEXT\\n        );\\n        CREATE INDEX IF NOT EXISTS idx_budget_plan_items_month ON budget_plan_items(plan_month);\\n        CREATE INDEX IF NOT EXISTS idx_budget_plan_items_category ON budget_plan_items(category_id);\\n\\n        CREATE TABLE IF NOT EXISTS budget_excel_seed_dry_runs (\\n            dry_run_id TEXT PRIMARY KEY,\\n            source_label TEXT NOT NULL,\\n            source_hash TEXT,\\n            sheet_count INTEGER NOT NULL,\\n            current\\n\", \"tool_calls_made\": 0, \"duration_seconds\": 0.23}",
      "tool_call_id": "call_8pXV9azjHkiDLxxZA2zs67Uc"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Checking test adjustments**\n\nI need to fix the test name to \"monthly_amount_chf.\" Also, I want to make sure to list normal excludes for duplicates. Hmm, I wonder if the patch status isn’t in there. I need to confirm if my replace maybe still includes \"duplicate_candidate.\" Oh, and line 761 appears to not have been modified — I’ll need to check that as well. Just making sure everything is in order!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Checking test adjustments**\n\nI need to fix the test name to \"monthly_amount_chf.\" Also, I want to make sure to list normal excludes for duplicates. Hmm, I wonder if the patch status isn’t in there. I need to confirm if my replace maybe still includes \"duplicate_candidate.\" Oh, and line 761 appears to not have been modified — I’ll need to check that as well. Just making sure everything is in order!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC2EDdddFrBXFbjpV2_QylR5WewDe70H6S3tuiXU8CxmOCxNcxEnqAqFT4FAXcQya397XBXpGf5YXeVSTYvsxXf2WJ-ju1cnCoRSbijrAhpUqSinfOz5u6L3JyfhEW_oe875mL8CgEMPdxWbXhX1rOzVjavrrdRTtmW30R5Jcxh59x0GDarf4e-THUe3SxdtNV34b4-2fscpFoqqKD6-ncFsY0f6OBQJNx64beAPoI5bhvy7HlVkJrC0k-ywYZS5Nxj6jmdhWCgHdFING9m9o4TLVUV8eOeRpQ_chLGoCoZINlIW84FYP-XpkwMq3d2Gopb-gvYfCZ_8mwthjt5FYwSq7Cb8w03oHdI5s8XyyDqW-QCrpZ8yYW9tIROamoiIcygGt27ttGyGzY5hIJmGP8PT-Xca-WBJp7Gi3ARw0DTRhFryKsiaNAIaTyjO5Q8Nw1Ux--ds0RZ-LhiAWG-4VNkNqdHoQCs9bVsWfUtGybWNKb5XqDhQGh5bmtkTNuDRlPdAFKdAEMPnhhVeuTqhgalEjH5Ape9umf-xZw_kkWn3fZcwQ47OZW8Gyi7xXgJcfV_-lcrS_n0qHgBcUcck_r3eVUuQEoipXI_vge3WBxYQFRJWoh3hErpBypaMOoj4NFM3H6nxEX9pyJQFphDSK0267r00Vs4YJyhZt1k2t2SkK0eAUr7DF0JdpV39JHdsG4k1nc5s5o5hG2fHVcm-rzoMWCLqp26m2FoWC3v1kS3Txy4XbzDZpVyjYQx2v0udGbhL555Box_pQzQVQR7q1KhA3UyAH6R2nq5ePjzS2cxk2_eQnGNiUy0DfZikGK5wl9sxdvgUoxFWWQyfWrboTm25fy2SO18JkpPEho_8cKo6ujCr1uxi8KsskmELUjKszI75H6t9SnABughWEYTOgyAwyKfzc4d0qON-5Ow3kvf-tvb9PqOPkFvK6on6XKntJU6nmuhOzVvDflPB0O5S0WAFlDU8pRZxtxGBQ9q5ERPJ2SMCiZcZ_gIzQ9n79dS_o-td4BgD4gBrWEy-OlBAjF_8xw9i5O1jzHPDat2vXt2Iygv9BsEFeUg8u-62Itdju_UD43g3lLjxGlM3nBkpOEv2g48RKrym3Qmt7pknIY_OH_mbrrk9jAX8FKusKthDwD7H0GoLH3si2z4FAAtEh0uFe3Q==",
          "id": "rs_08efd988e539badb016a0b61011d8c8191a848864f2243fb55",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Checking test adjustments**\n\nI need to fix the test name to \"monthly_amount_chf.\" Also, I want to make sure to list normal excludes for duplicates. Hmm, I wonder if the patch status isn’t in there. I need to confirm if my replace maybe still includes \"duplicate_candidate.\" Oh, and line 761 appears to not have been modified — I’ll need to check that as well. Just making sure everything is in order!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_YAi7uxB1aH7GmiOV8UKlWDrN",
          "call_id": "call_YAi7uxB1aH7GmiOV8UKlWDrN",
          "response_item_id": "fc_08efd988e539badb016a0b6103a134819188fcef922f6cb05d",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":70,\"offset\":755,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"   755|def list_transaction_candidates(conn: Connection, *, status: str | None = None, tab: str | None = None, source_type: str | None = None, category_id: str | None = None, merchant: str | None = None, rule: str | None = None, min_confidence: str | None = None, date_from: str | None = None, date_to: str | None = None, amount_min: str | None = None, amount_max: str | None = None, sort_by: str = \\\"created_at\\\", sort_dir: str = \\\"desc\\\", budget_year: str = \\\"2026\\\", include_reference: bool = False) -> list[dict[str, Any]]:\\n   756|    clauses=[]; params=[]\\n   757|    if budget_year:\\n   758|        clauses.append(\\\"substr(transaction_date,1,4)=?\\\"); params.append(budget_year)\\n   759|    if status:\\n   760|        clauses.append(\\\"status=?\\\"); params.append(status)\\n   761|    elif not include_reference and not tab:\\n   762|        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\")\\n   763|    if tab:\\n   764|        mapping = {\\n   765|            \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n   766|            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\\n   767|            \\\"subscriptions\\\": \\\"classification='subscription_auto'\\\",\\n   768|            \\\"galaxus\\\": \\\"classification='galaxus_review'\\\",\\n   769|            \\\"migros_over_50\\\": \\\"classification='migros_review_over_threshold'\\\",\\n   770|            \\\"health\\\": \\\"classification='health_medical'\\\",\\n   771|            \\\"auto_transport\\\": \\\"classification='auto_transport'\\\",\\n   772|            \\\"shopping\\\": \\\"classification IN ('shopping','galaxus_review')\\\",\\n   773|            \\\"pets\\\": \\\"classification='pets'\\\",\\n   774|            \\\"unclear\\\": \\\"classification IN ('admin_other','unclear','legacy_csv_seed','card_uncategorized')\\\",\\n   775|            \\\"covered_by_migros\\\": \\\"status='covered_by_migros'\\\",\\n   776|            \\\"duplicates\\\": \\\"status IN ('duplicate','duplicate_candidate')\\\",\\n   777|            \\\"auto_ignored_duplicates\\\": \\\"status='auto_ignored_duplicate'\\\",\\n   778|            \\\"covered_by_source\\\": \\\"status IN ('covered_by_migros','covered_by_source')\\\",\\n   779|            \\\"transfers\\\": \\\"classification='transfer_candidate' OR status='transfer_candidate'\\\",\\n   780|            \\\"bank\\\": \\\"source_type IN ('bank_csv','raiffeisen_bank','akb_bank')\\\",\\n   781|            \\\"visa\\\": \\\"source_type='visa_credit_card' OR source_type='credit_card_csv'\\\",\\n   782|            \\\"migros\\\": \\\"source_type IN ('migros_receipts','migros_receipt') OR status='covered_by_migros'\\\",\\n   783|            \\\"raiffeisen\\\": \\\"source_type='raiffeisen_bank'\\\",\\n   784|            \\\"akb\\\": \\\"source_type='akb_bank'\\\",\\n   785|            \\\"income\\\": \\\"classification='income_candidate'\\\",\\n   786|            \\\"possible_income\\\": \\\"classification='possible_income'\\\",\\n   787|            \\\"money_in\\\": \\\"classification IN ('income_candidate','possible_income')\\\",\\n   788|            \\\"not_income_transfer\\\": \\\"classification IN ('transfer_candidate','investment_transfer','credit_card_payment') OR status='transfer_candidate'\\\",\\n   789|            \\\"credit_card_payment\\\": \\\"classification='credit_card_payment'\\\",\\n   790|            \\\"investment_transfers\\\": \\\"classification='investment_transfer'\\\",\\n   791|            \\\"ignored\\\": \\\"status IN ('ignored','covered_by_migros','covered_by_source','superseded','reference_2025','archived_reference')\\\",\\n   792|        }\\n   793|        if tab in mapping:\\n   794|            clauses.append(mapping[tab])\\n   795|    if source_type:\\n   796|        clauses.append(\\\"source_type=?\\\"); params.append(source_type)\\n   797|    if category_id:\\n   798|        clauses.append(\\\"proposed_category_id=?\\\"); params.append(category_id)\\n   799|    if merchant:\\n   800|        clauses.append(\\\"lower(COALESCE(merchant,'') || ' ' || COALESCE(description,'')) LIKE ?\\\"); params.append(f\\\"%{merchant.lower()}%\\\")\\n   801|    if rule:\\n   802|        clauses.append(\\\"lower(COALESCE(rule_id,'') || ' ' || COALESCE(rule_name,'') || ' ' || COALESCE(review_reason,'')) LIKE ?\\\"); params.append(f\\\"%{rule.lower()}%\\\")\\n   803|    if min_confidence:\\n   804|        clauses.append(\\\"CAST(COALESCE(confidence,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(min_confidence)\\n   805|    if date_from:\\n   806|        clauses.append(\\\"transaction_date>=?\\\"); params.append(date_from)\\n   807|    if date_to:\\n   808|        clauses.append(\\\"transaction_date<=?\\\"); params.append(date_to)\\n   809|    if amount_min:\\n   810|        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) >= CAST(? AS REAL)\\\"); params.append(amount_min)\\n   811|    if amount_max:\\n   812|        clauses.append(\\\"CAST(COALESCE(amount_original,'0') AS REAL) <= CAST(? AS REAL)\\\"); params.append(amount_max)\\n   813|    where = \\\"WHERE \\\" + \\\" AND \\\".join(clauses) if clauses else \\\"\\\"\\n   814|    sort_map = {\\\"date\\\": \\\"transaction_date\\\", \\\"merchant\\\": \\\"lower(COALESCE(merchant, description))\\\", \\\"category\\\": \\\"proposed_category_name\\\", \\\"confidence\\\": \\\"CAST(COALESCE(confidence,'0') AS REAL)\\\", \\\"source\\\": \\\"source_type\\\", \\\"status\\\": \\\"status\\\", \\\"created_at\\\": \\\"created_at\\\"}\\n   815|    order_col = sort_map.get(sort_by, \\\"created_at\\\")\\n   816|    direction = \\\"ASC\\\" if sort_dir.lower() == \\\"asc\\\" else \\\"DESC\\\"\\n   817|    rows = conn.execute(f\\\"SELECT * FROM budget_transaction_candidates {where} ORDER BY {order_col} {direction}, created_at DESC LIMIT 500\\\", params).fetchall()\\n   818|    return [_candidate_view(r) for r in rows]\\n   819|\\n   820|\\n   821|def reclassify_bank_income_candidates(conn: Connection, *, budget_year: str = \\\"2026\\\") -> dict[str, int]:\\n   822|    \\\"\\\"\\\"Re-score existing AKB/Raiffeisen candidates without confirming bookings.\\\"\\\"\\\"\\n   823|    cid_income, cname_income = _category_by_name(conn, [\\\"Lohn Marcel\\\", \\\"Einnahmen\\\", \\\"Sonstige Einnahmen\\\", \\\"Rückerstattungen\\\"])\\n   824|    rows = conn.execute(\\n   825|\", \"total_lines\": 1494, \"file_size\": 103214, \"truncated\": true, \"hint\": \"Use offset=825 to continue reading (showing 755-824 of 1494 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_YAi7uxB1aH7GmiOV8UKlWDrN"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Considering duplicate exclusions**\n\nI need to ensure I'm excluding duplicate candidates from the no tab in the patch. Also, it’s important to think about whether normal user reviews should exclude duplicates in the review tab since they want a separate tab for that. There should be a change in the review mapping to remove duplicates as well. I wonder if separating them will make things clearer for everyone involved!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering duplicate exclusions**\n\nI need to ensure I'm excluding duplicate candidates from the no tab in the patch. Also, it’s important to think about whether normal user reviews should exclude duplicates in the review tab since they want a separate tab for that. There should be a change in the review mapping to remove duplicates as well. I wonder if separating them will make things clearer for everyone involved!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
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          "id": "rs_08efd988e539badb016a0b6108990881918902828afd0208fd",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering duplicate exclusions**\n\nI need to ensure I'm excluding duplicate candidates from the no tab in the patch. Also, it’s important to think about whether normal user reviews should exclude duplicates in the review tab since they want a separate tab for that. There should be a change in the review mapping to remove duplicates as well. I wonder if separating them will make things clearer for everyone involved!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_CKulvzo7s20Cg8TtjxVy7sSG",
          "call_id": "call_CKulvzo7s20Cg8TtjxVy7sSG",
          "response_item_id": "fc_08efd988e539badb016a0b610b68dc8191842607f899515995",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\",\"old_string\":\"        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\")\",\"new_string\":\"        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','duplicate','duplicate_candidate','superseded','reference_2025','archived_reference')\\\")\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n@@ -759,7 +759,7 @@\\n     if status:\\n         clauses.append(\\\"status=?\\\"); params.append(status)\\n     elif not include_reference and not tab:\\n-        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','reference_2025','archived_reference')\\\")\\n+        clauses.append(\\\"status NOT IN ('confirmed','ignored','covered_by_migros','covered_by_source','auto_ignored_duplicate','duplicate','duplicate_candidate','superseded','reference_2025','archived_reference')\\\")\\n     if tab:\\n         mapping = {\\n             \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
      "tool_call_id": "call_CKulvzo7s20Cg8TtjxVy7sSG"
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    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
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          "id": "call_hQXsIBxQCvxNuaMj3j35PotD",
          "call_id": "call_hQXsIBxQCvxNuaMj3j35PotD",
          "response_item_id": "fc_08efd988e539badb016a0b611384d08191aa680978855d996a",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate')\\\",\",\"old_string\":\"            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\\n@@ -763,7 +763,7 @@\\n     if tab:\\n         mapping = {\\n             \\\"auto\\\": \\\"requires_review=0 AND status IN ('pending','auto_categorized')\\\",\\n-            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate','duplicate','duplicate_candidate')\\\",\\n+            \\\"review\\\": \\\"requires_review=1 AND status IN ('needs_review','pending','transfer_candidate')\\\",\\n             \\\"subscriptions\\\": \\\"classification='subscription_auto'\\\",\\n             \\\"galaxus\\\": \\\"classification='galaxus_review'\\\",\\n             \\\"migros_over_50\\\": \\\"classification='migros_review_over_threshold'\\\",\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_imports.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_hQXsIBxQCvxNuaMj3j35PotD"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
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      "tool_calls": [
        {
          "id": "call_TpIU689phUrtwZAcWuxt85KI",
          "call_id": "call_TpIU689phUrtwZAcWuxt85KI",
          "response_item_id": "fc_08efd988e539badb016a0b61212b94819191e2348eb6ce2dc8",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\",\"old_string\":\"    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\\n@@ -46,7 +46,7 @@\\n     income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n     acc = account(conn)\\n     confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n-    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n+    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n     conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_old_review', 'unklar', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_review,))\\n     conn.commit()\\n \\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_TpIU689phUrtwZAcWuxt85KI"
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      "tool_calls": [
        {
          "id": "call_C3FO1Jb1UFK35dUUfvT4a4Tk",
          "call_id": "call_C3FO1Jb1UFK35dUUfvT4a4Tk",
          "response_item_id": "fc_08efd988e539badb016a0b6140a980819186ce7ed08652fd9f",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_budget_categories_cleanup_duplicates.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"F...                                                                     [100%]\\n=================================== FAILURES ===================================\\n_ test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts _\\n\\n    def test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts() -> None:\\n        conn = db()\\n        old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n        old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n        old_review = category(conn, \\\"Review nötig\\\", sort_order=999)\\n        income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n        acc = account(conn)\\n        confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n        conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n        conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_old_review', 'unklar', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_review,))\\n        conn.commit()\\n    \\n        preview = preview_budget_category_cleanup(conn)\\n    \\n        assert preview[\\\"target_expense_categories\\\"] == FINAL_EXPENSE_CATEGORIES\\n        assert preview[\\\"active_expense_before_count\\\"] >= 3\\n        assert preview[\\\"auto_mappable_count\\\"] >= 2\\n>       assert preview[\\\"review_required_count\\\"] >= 1\\nE       assert 0 >= 1\\n\\ntests/unit/test_budget_categories_cleanup_duplicates.py:58: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_categories_cleanup_duplicates.py::test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts\\n1 failed, 3 passed in 0.45s\", \"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.]",
      "tool_call_id": "call_C3FO1Jb1UFK35dUUfvT4a4Tk"
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          "id": "rs_08efd988e539badb016a0b6147f0048191bb8bc64f4c894bc2",
          "summary": []
        }
      ],
      "tool_calls": [
        {
          "id": "call_K70I6VibxHff6hd9XKWYoM9y",
          "call_id": "call_K70I6VibxHff6hd9XKWYoM9y",
          "response_item_id": "fc_08efd988e539badb016a0b614bc14081918f07f8c0b31422c5",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"    old_review = category(conn, \\\"Administration Spezial\\\", sort_order=999)\",\"old_string\":\"    old_review = category(conn, \\\"Review nötig\\\", sort_order=999)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\\n@@ -42,7 +42,7 @@\\n     conn = db()\\n     old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n     old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n-    old_review = category(conn, \\\"Review nötig\\\", sort_order=999)\\n+    old_review = category(conn, \\\"Administration Spezial\\\", sort_order=999)\\n     income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n     acc = account(conn)\\n     confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/tests/unit/test_budget_categories_cleanup_duplicates.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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    {
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            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_budget_categories_cleanup_duplicates.py -q\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
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      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"F...                                                                     [100%]\\n=================================== FAILURES ===================================\\n_ test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts _\\n\\n    def test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts() -> None:\\n        conn = db()\\n        old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n        old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n        old_review = category(conn, \\\"Administration Spezial\\\", sort_order=999)\\n        income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n        acc = account(conn)\\n        confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n        conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n        conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_old_review', 'unklar', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_review,))\\n        conn.commit()\\n    \\n        preview = preview_budget_category_cleanup(conn)\\n    \\n        assert preview[\\\"target_expense_categories\\\"] == FINAL_EXPENSE_CATEGORIES\\n        assert preview[\\\"active_expense_before_count\\\"] >= 3\\n        assert preview[\\\"auto_mappable_count\\\"] >= 2\\n        assert preview[\\\"review_required_count\\\"] >= 1\\n        assert preview[\\\"income_category_count\\\"] >= 1\\n    \\n        result = confirm_budget_category_cleanup(conn, preview[\\\"payload\\\"])\\n        assert result[\\\"audit_id\\\"]\\n        active_expense_names = [r[\\\"name\\\"] for r in conn.execute(\\\"SELECT name FROM budget_categories WHERE category_type='expense' AND is_active=1 ORDER BY sort_order, name\\\").fetchall()]\\n>       assert active_expense_names == FINAL_EXPENSE_CATEGORIES\\nE       AssertionError: assert ['Essen & Hau...'Wohnen', ...] == ['Essen & Hau...'Wohnen', ...]\\nE         \\nE         Left contains one more item: 'Administration Spezial'\\nE         Use -v to get more diff\\n\\ntests/unit/test_budget_categories_cleanup_duplicates.py:64: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_categories_cleanup_duplicates.py::test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts\\n1 failed, 3 passed in 0.47s\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: repeated_exact_failure_warning; count=4; terminal has failed 4 times with identical arguments. This looks like a loop; inspect the error and change strategy instead of retrying it unchanged.]",
      "tool_call_id": "call_5cZdG2hgwZbQge3PUt69WQIX"
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            "arguments": "{\"mode\":\"replace\",\"old_string\":\"    for item in payload.get(\\\"empty_categories\\\") or []:\\n        source_id = str(item.get(\\\"source_category_id\\\") or \\\"\\\")\\n        if not source_id:\\n            continue\\n        try:\\n            delete_empty_category(conn, source_id)\\n            deleted += 1\\n        except HTTPException:\\n            archive_category(conn, source_id)\\n            archived += 1\\n    for idx, name in enumerate(FINAL_EXPENSE_CATEGORIES, start=1):\",\"new_string\":\"    for item in (payload.get(\\\"empty_categories\\\") or []) + (payload.get(\\\"review_required\\\") or []):\\n        source_id = str(item.get(\\\"source_category_id\\\") or \\\"\\\")\\n        if not source_id:\\n            continue\\n        try:\\n            delete_empty_category(conn, source_id)\\n            deleted += 1\\n        except HTTPException:\\n            archive_category(conn, source_id)\\n            archived += 1\\n    for idx, name in enumerate(FINAL_EXPENSE_CATEGORIES, start=1):\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"}"
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      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n@@ -347,7 +347,7 @@\\n         conn.execute(\\\"UPDATE budget_categories SET is_active=0, parent_category_id=NULL, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, source_id))\\n         archived += 1\\n         record_audit_event(conn, source=\\\"category_cleanup_v1\\\", action=\\\"category_mapped_and_archived\\\", entity_type=\\\"budget_category\\\", entity_id=source_id, old_values=row_to_dict(old), new_values={\\\"target_category_id\\\": target_id, \\\"target_name\\\": target_name}, created_by=\\\"system\\\")\\n-    for item in payload.get(\\\"empty_categories\\\") or []:\\n+    for item in (payload.get(\\\"empty_categories\\\") or []) + (payload.get(\\\"review_required\\\") or []):\\n         source_id = str(item.get(\\\"source_category_id\\\") or \\\"\\\")\\n         if not source_id:\\n             continue\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py was modified since you last read it on disk (external edit or unrecorded writer). Re-read the file before writing.\"}",
      "tool_call_id": "call_m82diuJWAxM7CfYRmUPcE8Ut"
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    {
      "role": "user",
      "content": "[Your active task list was preserved across context compression]\n- [>] bccdh-0. Preflight: Branch/Git-Status prüfen, neuen Sprint-Branch anlegen, Kategorie-/Duplikat-Code und Runtime-DB read-only inventarisieren (in_progress)\n- [ ] bccdh-1. RED-Tests für finale Kategorien, CRUD/Audit, Sortierung, Dropdown-Reihenfolge und Duplicate-Handling schreiben und Fehlerbild verifizieren (pending)\n- [ ] bccdh-2. Backend Kategorie-Cleanup-Service: Preview, Backup-Anforderung, Mapping, Archivieren/Löschen/Reorder, Audit implementieren (pending)\n- [ ] bccdh-3. Runtime Backup + Kategorie-Mapping-Dry-Run aggregiert ausführen; keine produktive Migration ohne eindeutige Preview/Confirm (pending)\n- [ ] bccdh-4. Kategorien & Tags UI reparieren: Add/Rename/Delete/Archive, Drag&Drop bzw. Mobile Up/Down, Liste/Dropdown reload (pending)\n- [ ] bccdh-5. Duplicate Handling: sichere Duplikate auto-ausblenden, mögliche Duplikate separat, Migros covered_by_migros aus normalem Review (pending)\n- [ ] bccdh-6. Tests/Build/Scans: compile, pytest, npm test, npm build, source/build secret scan, Git-Safety, diff-check (pending)\n- [ ] bccdh-7. Dashboard mit korrekter Tailscale API-Base neu starten, Browser sanity, Commit & Push, Abschlussbericht (pending)"
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      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"branch=feat/budget-categories-duplicates-cleanup\\nstatus:\\n M src/jarvis_finance/services/budget_categories.py\\n M src/jarvis_finance/services/budget_imports.py\\n?? tests/unit/test_budget_categories_cleanup_duplicates.py\\nF...                                                                     [100%]\\n=================================== FAILURES ===================================\\n_ test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts _\\n\\n    def test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts() -> None:\\n        conn = db()\\n        old_freizeit = category(conn, \\\"Freizeit / Abos / Ausflüge\\\", sort_order=80)\\n        old_vers = category(conn, \\\"Versicherungen\\\", sort_order=90)\\n        old_review = category(conn, \\\"Administration Spezial\\\", sort_order=999)\\n        income_id = category(conn, \\\"Lohn Marcel\\\", \\\"income\\\", 10)\\n        acc = account(conn)\\n        confirm_budget_transaction(conn, {\\\"account_id\\\": acc, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Streaming\\\", \\\"amount_original\\\": \\\"1.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": old_freizeit})\\n        conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, cadence, is_active, created_at, updated_at) VALUES ('plan_old_vers', ?, 'Versicherung alt', '2026-01', '1.00', 'monthly', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_vers,))\\n        conn.execute(\\\"INSERT INTO budget_review_rules(rule_id, merchant_contains, category_id, target_status, is_active, created_at, updated_at) VALUES ('rule_old_review', 'unklar', ?, 'review', 1, '2026-01-01T00:00:00Z', '2026-01-01T00:00:00Z')\\\", (old_review,))\\n        conn.commit()\\n    \\n        preview = preview_budget_category_cleanup(conn)\\n    \\n        assert preview[\\\"target_expense_categories\\\"] == FINAL_EXPENSE_CATEGORIES\\n        assert preview[\\\"active_expense_before_count\\\"] >= 3\\n        assert preview[\\\"auto_mappable_count\\\"] >= 2\\n        assert preview[\\\"review_required_count\\\"] >= 1\\n        assert preview[\\\"income_category_count\\\"] >= 1\\n    \\n        result = confirm_budget_category_cleanup(conn, preview[\\\"payload\\\"])\\n        assert result[\\\"audit_id\\\"]\\n        active_expense_names = [r[\\\"name\\\"] for r in conn.execute(\\\"SELECT name FROM budget_categories WHERE category_type='expense' AND is_active=1 ORDER BY sort_order, name\\\").fetchall()]\\n>       assert active_expense_names == FINAL_EXPENSE_CATEGORIES\\nE       AssertionError: assert ['Essen & Hau...'Wohnen', ...] == ['Essen & Hau...'Wohnen', ...]\\nE         \\nE         Left contains one more item: 'Administration Spezial'\\nE         Use -v to get more diff\\n\\ntests/unit/test_budget_categories_cleanup_duplicates.py:64: AssertionError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_categories_cleanup_duplicates.py::test_final_expense_categories_preview_and_confirm_preserves_income_and_sorts\\n1 failed, 3 passed in 0.41s\", \"exit_code\": 1, \"error\": null, \"exit_code_meaning\": \"Non-zero exit (often normal — e.g. 'git diff' returns 1 when files differ)\"}\n\n[Tool loop warning: same_tool_failure_warning; count=5; terminal has failed 5 times this turn. This looks like a loop; change approach before retrying.]",
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      "reasoning": "**Inspecting function payload**\n\nI need to check the function payload because it seems to be missing the \"review_required\" flag. I should address that by fixing the preview payload to ensure it includes it properly. It's essential that all necessary flags and parameters are present for the function to work correctly. Making this fix will help streamline the process and prevent any potential issues down the line, so I should get to it right away!",
      "finish_reason": "tool_calls",
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      "content": "{\"content\": \"   280|\\n   281|\\n   282|def preview_budget_category_cleanup(conn: Connection) -> dict:\\n   283|    target_ids = _ensure_final_expense_categories(conn)\\n   284|    rows = conn.execute(\\\"\\\"\\\"\\n   285|        SELECT c.*, \\n   286|               (SELECT COUNT(*) FROM budget_transactions t WHERE t.category_id=c.category_id) AS transaction_count,\\n   287|               (SELECT COUNT(*) FROM budget_plan_items p WHERE p.category_id=c.category_id AND p.is_active=1) AS active_plan_count,\\n   288|               (SELECT COUNT(*) FROM budget_merchants m WHERE m.default_category_id=c.category_id AND m.is_active=1) AS merchant_count,\\n   289|               (SELECT COUNT(*) FROM budget_review_rules r WHERE r.category_id=c.category_id AND r.is_active=1) AS rule_count\\n   290|        FROM budget_categories c\\n   291|        WHERE c.category_type='expense' AND c.is_active=1\\n   292|        ORDER BY c.sort_order, c.name\\n   293|    \\\"\\\"\\\").fetchall()\\n   294|    mappings=[]; review=[]; empty=[]\\n   295|    for r in rows:\\n   296|        name=str(r[\\\"name\\\"])\\n   297|        if name in FINAL_EXPENSE_CATEGORIES:\\n   298|            continue\\n   299|        usage={\\\"transaction_count\\\": int(r[\\\"transaction_count\\\"] or 0), \\\"active_plan_count\\\": int(r[\\\"active_plan_count\\\"] or 0), \\\"merchant_count\\\": int(r[\\\"merchant_count\\\"] or 0), \\\"rule_count\\\": int(r[\\\"rule_count\\\"] or 0)}\\n   300|        target=_cleanup_target_for(name)\\n   301|        item={\\\"source_category_id\\\": r[\\\"category_id\\\"], \\\"source_name\\\": name, \\\"target_name\\\": target, \\\"usage\\\": usage}\\n   302|        if target:\\n   303|            mappings.append(item | {\\\"target_category_id\\\": target_ids[target]})\\n   304|        elif sum(usage.values()) == 0:\\n   305|            empty.append(item)\\n   306|        else:\\n   307|            review.append(item | {\\\"needs_category_review\\\": True})\\n   308|    return {\\n   309|        \\\"preview_id\\\": new_id(\\\"catcleanprev\\\"),\\n   310|        \\\"summary\\\": \\\"Kategorie-Cleanup Preview\\\",\\n   311|        \\\"target_expense_categories\\\": FINAL_EXPENSE_CATEGORIES,\\n   312|        \\\"active_expense_before_count\\\": len(rows),\\n   313|        \\\"target_present_count\\\": len(target_ids),\\n   314|        \\\"auto_mappable_count\\\": len(mappings),\\n   315|        \\\"review_required_count\\\": len(review),\\n   316|        \\\"empty_archive_or_delete_count\\\": len(empty),\\n   317|        \\\"categories_with_transactions_count\\\": sum(1 for r in rows if int(r[\\\"transaction_count\\\"] or 0) > 0),\\n   318|        \\\"categories_with_budget_plans_count\\\": sum(1 for r in rows if int(r[\\\"active_plan_count\\\"] or 0) > 0),\\n   319|        \\\"categories_with_merchant_or_rule_count\\\": sum(1 for r in rows if int(r[\\\"merchant_count\\\"] or 0) or int(r[\\\"rule_count\\\"] or 0)),\\n   320|        \\\"income_category_count\\\": int(conn.execute(\\\"SELECT COUNT(*) FROM budget_categories WHERE category_type='income' AND is_active=1\\\").fetchone()[0] or 0),\\n   321|        \\\"auto_mappings\\\": mappings,\\n   322|        \\\"review_required\\\": review,\\n   323|        \\\"empty_categories\\\": empty,\\n   324|        \\\"payload\\\": {\\\"auto_mappings\\\": mappings, \\\"empty_categories\\\": empty, \\\"target_expense_categories\\\": FINAL_EXPENSE_CATEGORIES},\\n   325|        \\\"warnings\\\": [\\\"Preview only. Produktive Migration benötigt Backup und Confirm.\\\", \\\"Unklare Kategorien werden nicht automatisch umgehängt.\\\"],\\n   326|    }\\n   327|\\n   328|\\n   329|def confirm_budget_category_cleanup(conn: Connection, payload: dict) -> dict:\\n   330|    target_ids = _ensure_final_expense_categories(conn)\\n   331|    ts = now()\\n   332|    moved_tx = moved_plans = moved_merchants = moved_rules = archived = deleted = 0\\n   333|    for mapping in payload.get(\\\"auto_mappings\\\") or []:\\n   334|        source_id = str(mapping.get(\\\"source_category_id\\\") or \\\"\\\")\\n   335|        target_name = str(mapping.get(\\\"target_name\\\") or \\\"\\\")\\n   336|        target_id = target_ids.get(target_name) or str(mapping.get(\\\"target_category_id\\\") or \\\"\\\")\\n   337|        if not source_id or not target_id or source_id == target_id:\\n   338|            continue\\n   339|        old = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (source_id,)).fetchone()\\n   340|        if not old:\\n   341|            continue\\n   342|        moved_tx += conn.execute(\\\"UPDATE budget_transactions SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   343|        moved_plans += conn.execute(\\\"UPDATE budget_plan_items SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   344|        moved_merchants += conn.execute(\\\"UPDATE budget_merchants SET default_category_id=?, updated_at=? WHERE default_category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   345|        moved_rules += conn.execute(\\\"UPDATE budget_review_rules SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   346|        conn.execute(\\\"UPDATE budget_transaction_candidates SET proposed_category_id=?, proposed_category_name=?, updated_at=? WHERE proposed_category_id=?\\\", (target_id, target_name, ts, source_id))\\n   347|        conn.execute(\\\"UPDATE budget_categories SET is_active=0, parent_category_id=NULL, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, source_id))\\n   348|        archived += 1\\n   349|        record_audit_event(conn, source=\\\"category_cleanup_v1\\\", action=\\\"category_mapped_and_archived\\\", entity_type=\\\"budget_category\\\", entity_id=source_id, old_values=row_to_dict(old), new_values={\\\"target_category_id\\\": target_id, \\\"target_name\\\": target_name}, created_by=\\\"system\\\")\\n   350|    for item in (payload.get(\\\"empty_categories\\\") or []) + (payload.get(\\\"review_required\\\") or []):\\n   351|        source_id = str(item.get(\\\"source_category_id\\\") or \\\"\\\")\\n   352|        if not source_id:\\n   353|            continue\\n   354|        try:\\n   355|            delete_empty_category(conn, source_id)\\n   356|            deleted += 1\\n   357|        except HTTPException:\\n   358|            archive_category(conn, source_id)\\n   359|            archived += 1\\n   360|    for idx, name in enumerate(FINAL_EXPENSE_CATEGORIES, start=1):\\n   361|        conn.execute(\\\"UPDATE budget_categories SET sort_order=?, parent_category_id=NULL, is_active=1, updated_at=? WHERE category_id=?\\\", (idx * 10, ts, target_ids[name]))\\n   362|    audit_id = record_audit_event(conn, source=\\\"category_cleanup_v1\\\", action=\\\"budget_category_cleanup_confirmed\\\", entity_type=\\\"budget_category\\\", entity_id=\\\"expense_cleanup_v1\\\", new_values={\\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_merchants\\\": moved_merchants, \\\"moved_rules\\\": moved_rules, \\\"archived_categories\\\": archived, \\\"deleted_empty_categories\\\": deleted}, created_by=\\\"system\\\")\\n   363|    conn.commit()\\n   364|    return {\\\"status\\\": \\\"confirmed\\\", \\\"audit_id\\\": audit_id, \\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_merchants\\\": moved_merchants, \\\"moved_rules\\\": moved_rules, \\\"archived_categories\\\": archived, \\\"deleted_empty_categories\\\": deleted}\\n   365|\\n   366|\\n   367|def reorder_categories(conn: Connection, category_ids: list[str]) -> dict:\\n   368|    ts = now(); updated = 0; old_order=[]; new_order=[]\\n   369|    for idx, cid in enumerate(category_ids, start=1):\\n   370|        row = conn.execute(\\\"SELECT category_id, sort_order FROM budget_categories WHERE category_id=? AND is_active=1\\\", (cid,)).fetchone()\\n   371|        if not row:\\n   372|            continue\\n   373|        old_order.append({\\\"category_id\\\": cid, \\\"sort_order\\\": row[\\\"sort_order\\\"]})\\n   374|        new_sort = idx * 10\\n   375|        new_order.append({\\\"category_id\\\": cid, \\\"sort_order\\\": new_sort})\\n   376|        if int(row[\\\"sort_order\\\"] or 0) != new_sort:\\n   377|            conn.execute(\\\"UPDATE budget_categories SET sort_order=?, updated_at=? 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    {
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from fastapi import APIRouter, Depends\\n     4|from sqlite3 import Connection\\n     5|\\n     6|from jarvis_finance.api.dependencies import get_db\\n     7|from jarvis_finance.services.budget_accounts import archive_budget_account, confirm_create_budget_account, create_budget_account_preview, list_budget_accounts\\n     8|from jarvis_finance.services.budget_categories import (\\n     9|    archive_category,\\n    10|    archive_tag,\\n    11|    confirm_category_merge,\\n    12|    confirm_create_category,\\n    13|    confirm_create_tag,\\n    14|    create_category_preview,\\n    15|    create_tag_preview,\\n    16|    delete_empty_category,\\n    17|    list_category_tree_grouped,\\n    18|    list_categories,\\n    19|    list_tags,\\n    20|    preview_category_merges,\\n    21|    update_category,\\n    22|)\\n    23|from jarvis_finance.services.budget_csv_imports import import_budget_csv_text, import_profile_specs\\n    24|from jarvis_finance.services.budget_imports import (\\n    25|    archive_reference_year_candidates,\\n    26|    apply_budget_rules_to_open_candidates,\\n    27|    apply_merchant_to_open_candidates,\\n    28|    batch_confirm_safe_candidates,\\n    29|    batch_mark_candidates,\\n    30|    confirm_migros_receipts_2026,\\n    31|    bulk_update_transaction_candidate_category,\\n    32|    confirm_candidate_split,\\n    33|    confirm_transaction_candidate,\\n    34|    create_budget_rule,\\n    35|    create_merchant,\\n    36|    create_merchant_alias,\\n    37|    create_candidate_split,\\n    38|    create_review_category_for_candidate,\\n    39|    deactivate_budget_rule,\\n    40|    detect_duplicate_candidates,\\n    41|    ignore_transaction_candidate,\\n    42|    list_budget_rules,\\n    43|    list_merchants,\\n    44|    list_transaction_candidates,\\n    45|    merge_merchants,\\n    46|    mark_candidate_transfer,\\n    47|    mark_candidate_type,\\n    48|    preview_migros_receipts_2026,\\n    49|    preview_batch_confirm_candidates,\\n    50|    preview_safe_auto_candidates,\\n    51|    preview_transaction_candidate,\\n    52|    prioritize_budget_rule,\\n    53|    reclassify_bank_income_candidates,\\n    54|    reopen_transaction_candidate,\\n    55|    review_candidate_summary,\\n    56|    seed_bank_transfer_candidates_from_rows,\\n    57|    seed_credit_card_candidates_from_rows,\\n    58|    seed_migros_candidates_from_rows,\\n    59|    seed_transaction_candidates_from_csv_text,\\n    60|    seed_transaction_candidates_from_rows,\\n    61|    test_budget_rule,\\n    62|    update_budget_rule,\\n    63|    update_merchant_category,\\n    64|    update_transaction_candidate_category,\\n    65|)\\n    66|from jarvis_finance.services.budget_analytics import get_monthly_comparison\\n    67|from jarvis_finance.services.budget_analytics_v2 import get_budget_dashboard_cockpit, get_budget_vs_actual_analysis\\n    68|from jarvis_finance.services.budget_data_explorer import get_budget_data_explorer, get_budget_deviation_analysis, get_category_analysis_v2, get_merchant_analysis\\n    69|from jarvis_finance.services.budget_overview import get_budget_charts_2026, get_budget_overview, get_budget_status_by_category, get_category_month_detail, get_category_summary, get_income_status, get_monthly_summary\\n    70|from jarvis_finance.services.budget_plans import (\\n    71|    archive_budget_plan_item,\\n    72|    confirm_budget_plan_item,\\n    73|    confirm_income_plan_templates,\\n    74|    confirm_update_income_plan_item,\\n    75|    create_budget_plan_item_preview,\\n    76|    list_budget_plan_items,\\n    77|    list_income_plan_items,\\n    78|    list_income_seed_candidates,\\n    79|    preview_income_plan_templates,\\n    80|    preview_update_income_plan_item,\\n    81|)\\n    82|from jarvis_finance.services.budget_seed_review import (\\n    83|    confirm_budget_plan_takeover,\\n    84|    confirm_clear_category_takeover,\\n    85|    confirm_seed_candidate,\\n    86|    convert_unclean_range,\\n    87|    ignore_seed_candidate,\\n    88|    list_seed_candidates,\\n    89|    preview_budget_plan_takeover,\\n    90|    preview_clear_category_takeover,\\n    91|\", \"total_lines\": 653, \"file_size\": 29525, \"truncated\": true, \"hint\": \"Use offset=91 to continue reading (showing 1-90 of 653 lines)\", \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"content\": \"   248|    return create_budget_account_preview(conn, payload)\\n   249|\\n   250|\\n   251|@router.post(\\\"/accounts/confirm\\\")\\n   252|def accounts_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   253|    return confirm_create_budget_account(conn, payload)\\n   254|\\n   255|\\n   256|@router.post(\\\"/accounts/{account_id}/archive\\\")\\n   257|def accounts_archive(account_id: str, conn: Connection = Depends(get_db)):\\n   258|    return archive_budget_account(conn, account_id)\\n   259|\\n   260|\\n   261|@router.get(\\\"/categories\\\")\\n   262|def categories(include_archived: bool = False, grouped: bool = False, conn: Connection = Depends(get_db)):\\n   263|    if grouped:\\n   264|        return list_category_tree_grouped(conn, include_archived=include_archived)\\n   265|    return list_categories(conn, include_archived=include_archived)\\n   266|\\n   267|\\n   268|@router.get(\\\"/categories/tree\\\")\\n   269|def category_tree(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n   270|    return list_category_tree_grouped(conn, include_archived=include_archived)\\n   271|\\n   272|\\n   273|@router.get(\\\"/tags\\\")\\n   274|def tags(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n   275|    return list_tags(conn, include_archived=include_archived)\\n   276|\\n   277|\\n   278|@router.post(\\\"/tags/preview\\\")\\n   279|def tags_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   280|    return create_tag_preview(conn, payload)\\n   281|\\n   282|\\n   283|@router.post(\\\"/tags/confirm\\\")\\n   284|def tags_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   285|    return confirm_create_tag(conn, payload)\\n   286|\\n   287|\\n   288|@router.post(\\\"/tags/{tag_id}/archive\\\")\\n   289|def tags_archive(tag_id: str, conn: Connection = Depends(get_db)):\\n   290|    return archive_tag(conn, tag_id)\\n   291|\\n   292|\\n   293|@router.get(\\\"/plans\\\")\\n   294|def plans(month: str | None = None, include_archived: bool = True, conn: Connection = Depends(get_db)):\\n   295|    return list_budget_plan_items(conn, month=month, include_archived=include_archived)\\n   296|\\n   297|\\n   298|@router.post(\\\"/plans/preview\\\")\\n   299|def plans_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   300|    return create_budget_plan_item_preview(conn, payload)\\n   301|\\n   302|\\n   303|@router.post(\\\"/plans/confirm\\\")\\n   304|def plans_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   305|    return confirm_budget_plan_item(conn, payload)\\n   306|\\n   307|\\n   308|@router.get(\\\"/seed-candidates\\\")\\n   309|def seed_candidates(status: str | None = None, candidate_type: str | None = None, conn: Connection = Depends(get_db)):\\n   310|    return list_seed_candidates(conn, status=status, candidate_type=candidate_type)\\n   311|\\n   312|\\n   313|@router.get(\\\"/import-profiles\\\")\\n   314|def budget_import_profiles():\\n   315|    return import_profile_specs()\\n   316|\\n   317|\\n   318|@router.post(\\\"/import-profiles/{profile_name}/dry-run\\\")\\n   319|def budget_import_profile_dry_run(profile_name: str, payload: dict, conn: Connection = Depends(get_db)):\\n   320|    return import_budget_csv_text(conn, profile_name, str(payload.get(\\\"csv_text\\\") or \\\"\\\"), source_file_label=payload.get(\\\"source_file_label\\\") or f\\\"{profile_name}.csv\\\", dry_run=True, default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   321|\\n   322|\\n   323|@router.post(\\\"/import-profiles/{profile_name}/candidates\\\")\\n   324|def budget_import_profile_candidates(profile_name: str, payload: dict, conn: Connection = Depends(get_db)):\\n   325|    return import_budget_csv_text(conn, profile_name, str(payload.get(\\\"csv_text\\\") or \\\"\\\"), source_file_label=payload.get(\\\"source_file_label\\\") or f\\\"{profile_name}.csv\\\", dry_run=False, default_category_id=payload.get(\\\"default_category_id\\\"), income_category_id=payload.get(\\\"income_category_id\\\"))\\n   326|\\n   327|\\n   328|\", \"total_lines\": 653, \"file_size\": 29525, \"truncated\": true, \"hint\": \"Use offset=328 to continue reading (showing 248-327 of 653 lines)\", \"is_binary\": false, \"is_image\": false}",
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            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\",\"old_string\":\"    confirm_category_merge,\\n    confirm_create_category,\\n    confirm_create_tag,\\n    create_category_preview,\\n    create_tag_preview,\\n    delete_empty_category,\\n    list_category_tree_grouped,\\n    list_categories,\\n    list_tags,\\n    preview_category_merges,\\n    update_category,\\n)\",\"new_string\":\"    confirm_budget_category_cleanup,\\n    confirm_category_merge,\\n    confirm_create_category,\\n    confirm_create_tag,\\n    create_category_preview,\\n    create_tag_preview,\\n    delete_empty_category,\\n    list_category_tree_grouped,\\n    list_categories,\\n    list_tags,\\n    preview_budget_category_cleanup,\\n    preview_category_merges,\\n    reorder_categories,\\n    update_category,\\n)\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -8,6 +8,7 @@\\n from jarvis_finance.services.budget_categories import (\\n     archive_category,\\n     archive_tag,\\n+    confirm_budget_category_cleanup,\\n     confirm_category_merge,\\n     confirm_create_category,\\n     confirm_create_tag,\\n@@ -17,7 +18,9 @@\\n     list_category_tree_grouped,\\n     list_categories,\\n     list_tags,\\n+    preview_budget_category_cleanup,\\n     preview_category_merges,\\n+    reorder_categories,\\n     update_category,\\n )\\n from jarvis_finance.services.budget_csv_imports import import_budget_csv_text, import_profile_specs\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
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            "arguments": "{\"mode\":\"replace\",\"old_string\":\"@router.get(\\\"/categories/tree\\\")\\ndef category_tree(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n    return list_category_tree_grouped(conn, include_archived=include_archived)\\n\\n\\n@router.get(\\\"/tags\\\")\",\"new_string\":\"@router.get(\\\"/categories/tree\\\")\\ndef category_tree(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n    return list_category_tree_grouped(conn, include_archived=include_archived)\\n\\n\\n@router.post(\\\"/categories/preview\\\")\\ndef categories_preview(payload: dict, conn: Connection = Depends(get_db)):\\n    return create_category_preview(conn, payload)\\n\\n\\n@router.post(\\\"/categories/confirm\\\")\\ndef categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_create_category(conn, payload)\\n\\n\\n@router.post(\\\"/categories/cleanup/preview\\\")\\ndef categories_cleanup_preview(conn: Connection = Depends(get_db)):\\n    return preview_budget_category_cleanup(conn)\\n\\n\\n@router.post(\\\"/categories/cleanup/confirm\\\")\\ndef categories_cleanup_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_budget_category_cleanup(conn, payload)\\n\\n\\n@router.post(\\\"/categories/reorder\\\")\\ndef categories_reorder(payload: dict, conn: Connection = Depends(get_db)):\\n    return reorder_categories(conn, payload.get(\\\"category_ids\\\") or [])\\n\\n\\n@router.post(\\\"/categories/{category_id}\\\")\\ndef categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return update_category(conn, category_id, payload)\\n\\n\\n@router.post(\\\"/categories/{category_id}/archive\\\")\\ndef categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n    return archive_category(conn, category_id)\\n\\n\\n@router.delete(\\\"/categories/{category_id}\\\")\\ndef categories_delete(category_id: str, conn: Connection = Depends(get_db)):\\n    return delete_empty_category(conn, category_id)\\n\\n\\n@router.get(\\\"/tags\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
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\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 303, \"content\": \"    return update_category(conn, category_id, payload)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 306, \"content\": \"@router.post(\\\"/categories/{category_id}/archive\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 307, \"content\": \"def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 308, \"content\": \"    return archive_category(conn, category_id)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 311, \"content\": \"@router.delete(\\\"/categories/{category_id}\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 312, \"content\": \"def categories_delete(category_id: str, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 313, \"content\": \"    return delete_empty_category(conn, category_id)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 564, \"content\": \"@router.post(\\\"/seed-candidates/categories/preview-clear-takeover\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 565, \"content\": \"def seed_candidates_categories_preview_clear_takeover(conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 566, \"content\": \"    return preview_clear_category_takeover(conn)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 569, \"content\": \"@router.post(\\\"/seed-candidates/categories/confirm-clear-takeover\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 570, \"content\": \"def seed_candidates_categories_confirm_clear_takeover(conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 571, \"content\": \"    return confirm_clear_category_takeover(conn)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 584, \"content\": \"@router.post(\\\"/categories/preview\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 585, \"content\": \"def categories_preview(payload: dict, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 586, \"content\": \"    return create_category_preview(conn, payload)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 589, \"content\": \"@router.post(\\\"/categories/confirm\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 590, \"content\": \"def categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 591, \"content\": \"    return confirm_create_category(conn, payload)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 594, \"content\": \"@router.post(\\\"/categories/{category_id}/update\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 595, \"content\": \"def categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 596, \"content\": \"    return update_category(conn, category_id, payload)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 599, \"content\": \"@router.post(\\\"/categories/{category_id}/archive\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 600, \"content\": \"def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 601, \"content\": \"    return archive_category(conn, category_id)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 604, \"content\": \"@router.post(\\\"/categories/{category_id}/delete-empty\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 605, \"content\": \"def categories_delete_empty(category_id: str, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 606, \"content\": \"    return delete_empty_category(conn, category_id)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 609, \"content\": \"@router.post(\\\"/categories/merge/preview\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 610, \"content\": \"def categories_merge_preview(conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 611, \"content\": \"    return preview_category_merges(conn)\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 614, \"content\": \"@router.post(\\\"/categories/merge/confirm\\\")\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 615, \"content\": \"def categories_merge_confirm(payload: dict, conn: Connection = Depends(get_db)):\"}, {\"path\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\", \"line\": 616, \"content\": \"    return confirm_category_merge(conn, payload)\"}]}",
      "tool_call_id": "call_9wnvWrO91JIr6fDgaRyDO9nr"
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      "reasoning": "**Considering endpoint cleanup**\n\nI’m thinking about removing the newly duplicated endpoints, especially since the old ones are near 584. It might make sense to add some cleanup or reorder those sections and consider deleting the alias. I also need to remove the duplicate lines between 276-313 and incorporate cleanup or reordering around that older section. I guess I’ll have to use a patch delete for that. Let's get this organized!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering endpoint cleanup**\n\nI’m thinking about removing the newly duplicated endpoints, especially since the old ones are near 584. It might make sense to add some cleanup or reorder those sections and consider deleting the alias. I also need to remove the duplicate lines between 276-313 and incorporate cleanup or reordering around that older section. I guess I’ll have to use a patch delete for that. Let's get this organized!",
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          "id": "rs_08efd988e539badb016a0b6235bf3c8191a01239047b60a406",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering endpoint cleanup**\n\nI’m thinking about removing the newly duplicated endpoints, especially since the old ones are near 584. It might make sense to add some cleanup or reorder those sections and consider deleting the alias. I also need to remove the duplicate lines between 276-313 and incorporate cleanup or reordering around that older section. I guess I’ll have to use a patch delete for that. Let's get this organized!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_hi0WGpxp2J9sMwlgzWTtDgYM",
          "call_id": "call_hi0WGpxp2J9sMwlgzWTtDgYM",
          "response_item_id": "fc_08efd988e539badb016a0b6238ae188191bb261b0f0956e2e1",
          "type": "function",
          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":70,\"offset\":576,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"   576|    return preview_budget_plan_takeover(conn)\\n   577|\\n   578|\\n   579|@router.post(\\\"/seed-candidates/budget-plans/confirm-takeover\\\")\\n   580|def seed_candidates_budget_plans_confirm_takeover(conn: Connection = Depends(get_db)):\\n   581|    return confirm_budget_plan_takeover(conn)\\n   582|\\n   583|\\n   584|@router.post(\\\"/categories/preview\\\")\\n   585|def categories_preview(payload: dict, conn: Connection = Depends(get_db)):\\n   586|    return create_category_preview(conn, payload)\\n   587|\\n   588|\\n   589|@router.post(\\\"/categories/confirm\\\")\\n   590|def categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   591|    return confirm_create_category(conn, payload)\\n   592|\\n   593|\\n   594|@router.post(\\\"/categories/{category_id}/update\\\")\\n   595|def categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   596|    return update_category(conn, category_id, payload)\\n   597|\\n   598|\\n   599|@router.post(\\\"/categories/{category_id}/archive\\\")\\n   600|def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n   601|    return archive_category(conn, category_id)\\n   602|\\n   603|\\n   604|@router.post(\\\"/categories/{category_id}/delete-empty\\\")\\n   605|def categories_delete_empty(category_id: str, conn: Connection = Depends(get_db)):\\n   606|    return delete_empty_category(conn, category_id)\\n   607|\\n   608|\\n   609|@router.post(\\\"/categories/merge/preview\\\")\\n   610|def categories_merge_preview(conn: Connection = Depends(get_db)):\\n   611|    return preview_category_merges(conn)\\n   612|\\n   613|\\n   614|@router.post(\\\"/categories/merge/confirm\\\")\\n   615|def categories_merge_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n   616|    return confirm_category_merge(conn, payload)\\n   617|\\n   618|\\n   619|@router.get(\\\"/rules\\\")\\n   620|def rules(include_inactive: bool = False, conn: Connection = Depends(get_db)):\\n   621|    return list_budget_rules(conn, include_inactive=include_inactive)\\n   622|\\n   623|\\n   624|@router.post(\\\"/rules\\\")\\n   625|def rules_create(payload: dict, conn: Connection = Depends(get_db)):\\n   626|    return create_budget_rule(conn, payload)\\n   627|\\n   628|\\n   629|@router.post(\\\"/rules/{rule_id}/deactivate\\\")\\n   630|def rules_deactivate(rule_id: str, conn: Connection = Depends(get_db)):\\n   631|    return deactivate_budget_rule(conn, rule_id)\\n   632|\\n   633|\\n   634|@router.post(\\\"/rules/{rule_id}/update\\\")\\n   635|def rules_update(rule_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   636|    return update_budget_rule(conn, rule_id, payload)\\n   637|\\n   638|\\n   639|@router.post(\\\"/rules/{rule_id}/priority\\\")\\n   640|def rules_prioritize(rule_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n   641|    return prioritize_budget_rule(conn, rule_id, int(payload.get(\\\"priority\\\") or 100))\\n   642|\\n   643|\\n   644|@router.post(\\\"/rules/{rule_id}/test\\\")\\n   645|def rules_test(rule_id: str, conn: Connection = Depends(get_db)):\\n   646|\", \"total_lines\": 696, \"file_size\": 31026, \"truncated\": true, \"hint\": \"Use offset=646 to continue reading (showing 576-645 of 696 lines)\", \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_hi0WGpxp2J9sMwlgzWTtDgYM"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_jzpmMhlm1p1qLNIhL19KeTx3",
          "call_id": "call_jzpmMhlm1p1qLNIhL19KeTx3",
          "response_item_id": "fc_08efd988e539badb016a0b623eb5dc81919715d4a5241c1a7e",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"old_string\":\"\\n@router.post(\\\"/categories/preview\\\")\\ndef categories_preview(payload: dict, conn: Connection = Depends(get_db)):\\n    return create_category_preview(conn, payload)\\n\\n\\n@router.post(\\\"/categories/confirm\\\")\\ndef categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_create_category(conn, payload)\\n\\n\\n@router.post(\\\"/categories/cleanup/preview\\\")\\ndef categories_cleanup_preview(conn: Connection = Depends(get_db)):\\n    return preview_budget_category_cleanup(conn)\\n\\n\\n@router.post(\\\"/categories/cleanup/confirm\\\")\\ndef categories_cleanup_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_budget_category_cleanup(conn, payload)\\n\\n\\n@router.post(\\\"/categories/reorder\\\")\\ndef categories_reorder(payload: dict, conn: Connection = Depends(get_db)):\\n    return reorder_categories(conn, payload.get(\\\"category_ids\\\") or [])\\n\\n\\n@router.post(\\\"/categories/{category_id}\\\")\\ndef categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n    return update_category(conn, category_id, payload)\\n\\n\\n@router.post(\\\"/categories/{category_id}/archive\\\")\\ndef categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n    return archive_category(conn, category_id)\\n\\n\\n@router.delete(\\\"/categories/{category_id}\\\")\\ndef categories_delete(category_id: str, conn: Connection = Depends(get_db)):\\n    return delete_empty_category(conn, category_id)\\n\\n\\n@router.get(\\\"/tags\\\")\",\"new_string\":\"\\n@router.get(\\\"/tags\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\\n@@ -273,46 +273,6 @@\\n     return list_category_tree_grouped(conn, include_archived=include_archived)\\n \\n \\n-@router.post(\\\"/categories/preview\\\")\\n-def categories_preview(payload: dict, conn: Connection = Depends(get_db)):\\n-    return create_category_preview(conn, payload)\\n-\\n-\\n-@router.post(\\\"/categories/confirm\\\")\\n-def categories_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n-    return confirm_create_category(conn, payload)\\n-\\n-\\n-@router.post(\\\"/categories/cleanup/preview\\\")\\n-def categories_cleanup_preview(conn: Connection = Depends(get_db)):\\n-    return preview_budget_category_cleanup(conn)\\n-\\n-\\n-@router.post(\\\"/categories/cleanup/confirm\\\")\\n-def categories_cleanup_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n-    return confirm_budget_category_cleanup(conn, payload)\\n-\\n-\\n-@router.post(\\\"/categories/reorder\\\")\\n-def categories_reorder(payload: dict, conn: Connection = Depends(get_db)):\\n-    return reorder_categories(conn, payload.get(\\\"category_ids\\\") or [])\\n-\\n-\\n-@router.post(\\\"/categories/{category_id}\\\")\\n-def categories_update(category_id: str, payload: dict, conn: Connection = Depends(get_db)):\\n-    return update_category(conn, category_id, payload)\\n-\\n-\\n-@router.post(\\\"/categories/{category_id}/archive\\\")\\n-def categories_archive(category_id: str, conn: Connection = Depends(get_db)):\\n-    return archive_category(conn, category_id)\\n-\\n-\\n-@router.delete(\\\"/categories/{category_id}\\\")\\n-def categories_delete(category_id: str, conn: Connection = Depends(get_db)):\\n-    return delete_empty_category(conn, category_id)\\n-\\n-\\n @router.get(\\\"/tags\\\")\\n def tags(include_archived: bool = False, conn: Connection = Depends(get_db)):\\n     return list_tags(conn, include_archived=include_archived)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}, \"_warning\": \"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.\"}",
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      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
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          "id": "call_QfLxitcFxnB3AvrLINCnPkmk",
          "call_id": "call_QfLxitcFxnB3AvrLINCnPkmk",
          "response_item_id": "fc_08efd988e539badb016a0b6249e40c8191bb4326993da211a2",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"@router.post(\\\"/categories/{category_id}/delete-empty\\\")\\ndef categories_delete_empty(category_id: str, conn: Connection = Depends(get_db)):\\n    return delete_empty_category(conn, category_id)\\n\\n\\n@router.delete(\\\"/categories/{category_id}\\\")\\ndef categories_delete(category_id: str, conn: Connection = Depends(get_db)):\\n    return delete_empty_category(conn, category_id)\\n\\n\\n@router.post(\\\"/categories/cleanup/preview\\\")\\ndef categories_cleanup_preview(conn: Connection = Depends(get_db)):\\n    return preview_budget_category_cleanup(conn)\\n\\n\\n@router.post(\\\"/categories/cleanup/confirm\\\")\\ndef categories_cleanup_confirm(payload: dict, conn: Connection = Depends(get_db)):\\n    return confirm_budget_category_cleanup(conn, payload)\\n\\n\\n@router.post(\\\"/categories/reorder\\\")\\ndef categories_reorder(payload: dict, conn: Connection = Depends(get_db)):\\n    return reorder_categories(conn, payload.get(\\\"category_ids\\\") or [])\\n\\n\\n@router.post(\\\"/categories/merge/preview\\\")\",\"old_string\":\"@router.post(\\\"/categories/{category_id}/delete-empty\\\")\\ndef categories_delete_empty(category_id: str, conn: Connection = Depends(get_db)):\\n    return delete_empty_category(conn, category_id)\\n\\n\\n@router.post(\\\"/categories/merge/preview\\\")\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/api/routers/budget.py\"}"
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      "content": "{\"content\": \"     1|import { apiGet, apiPost } from './client'\\n     2|\\n     3|export type BudgetAccount = { budget_account_id: string; name: string; account_type: string; currency: string; is_active: boolean; linked_account_id?: string | null; archived_at?: string | null; notes?: string | null }\\n     4|export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; children?: BudgetCategory[] }\\n     5|export type BudgetTag = { tag_id: string; name: string; color?: string | null; is_active: boolean }\\n     6|export type BudgetTransaction = { budget_transaction_id: string; account_id?: string; account_name?: string; category_id?: string | null; category_name?: string | null; category_icon?: string | null; category_color?: string | null; transaction_date: string; transaction_date_group?: string; transaction_type: string; description: string; payee?: string | null; merchant_display_name?: string | null; amount_original: string; currency_original: string; amount_chf?: string | null; fx_status?: string; source_type?: string; source_candidate_id?: string | null; status: string; tag_names?: string[]; line_item_count?: number; article_rows_detail_only?: boolean }\\n     7|export type BudgetTransfer = { transfer_id: string; transaction_date: string; from_account_id: string; to_account_id: string; from_account_name: string; to_account_name: string; description: string; amount_original: string; currency_original: string; transfer_type: string; status: string; notes?: string | null }\\n     8|export type BudgetMonthlyAnalysis = { month: string; month_label: string; actual_chf: string; budget_chf: string; difference_chf: string; status: string; bar_color: 'green' | 'yellow' | 'red' | 'slate' | string }\\n     9|export type BudgetMonthDetail = { category_id: string; category: string; category_type: string; month: string; budget_month: string; actual_chf: string; difference_chf: string; difference_percent: string; status: string; bar_color: string; breakdown_mode: string; breakdown: Array<{ label: string; amount_chf: string; share_percent: string }>; transactions: BudgetTransaction[]; expense_filter_url: string }\\n    10|export type BudgetPreview = { preview_id: string; summary: string; fx_status?: string; warnings: string[]; payload: Record<string, unknown> }\\n    11|export type BudgetConfirm = { status: string; entity_id: string; audit_id: string; message: string }\\n    12|export type BudgetSeedCandidate = {\\n    13|  seed_candidate_id: string\\n    14|  source_file_label?: string\\n    15|  source_sheet: string\\n    16|  source_row_or_range?: string | null\\n    17|  candidate_type: 'category' | 'budget_plan' | 'recurring_candidate' | 'unclean_range'\\n    18|  source_label?: string | null\\n    19|  proposed_category_id?: string | null\\n    20|  proposed_parent_label?: string | null\\n    21|  proposed_name?: string | null\\n    22|  proposed_period_type?: string | null\\n    23|  proposed_amount_text?: string | null\\n    24|  currency?: string | null\\n    25|  confidence: string\\n    26|  requires_review: boolean\\n    27|  status: string\\n    28|  notes?: string | null\\n    29|}\\n    30|export type BudgetSeedSummary = { category_candidate_count: number; budget_plan_candidate_count: number; recurring_candidate_count: number; unclean_range_count: number; current_budget_sheet?: string }\\n    31|export type BudgetStatusRow = { purpose?: string; category_id: string; category: string; category_type: string; budget_month?: string | null; budget_year?: string | null; has_budget?: boolean; actual_current_month?: string; actual_year_to_date: string; monthly_actuals?: Record<string, string>; monthly_analysis?: BudgetMonthlyAnalysis[]; actual_avg_month: string; forecast_year: string; forecast_avg_month: string; deviation_year: string; deviation_month: string; status: string; status_hint?: string; months_with_bookings: number; plan_names?: string[]; is_rollup?: boolean; rollup_child_count?: number }\\n    32|export type BudgetTransactionCandidate = { transaction_candidate_id: string; source_file_label: string; source_row_or_range?: string | null; source_type: string; transaction_date?: string | null; description: string; merchant?: string | null; amount_original?: string | null; currency_original: string; proposed_category_id?: string | null; proposed_category_name?: string | null; duplicate_of_transaction_id?: string | null; confidence: string; requires_review: boolean; status: string; notes?: string | null; classification?: string | null; review_reason?: string | null; rule_id?: string | null; rule_name?: string | null; account_source?: string | null; covered_by_source?: string | null; linked_candidate_id?: string | null }\\n    33|export type BudgetReviewSummary = { open_total: number; auto_categorized: number; review_needed: number; galaxus_digitec: number; migros_over_50: number; covered_by_migros: number; unclear: number; possible_duplicates: number }\\n    34|export type BudgetRule = { rule_id: string; merchant_contains: string; source_type?: string | null; category_id?: string | null; category_name?: string | null; target_status: string; is_active: boolean; priority?: number; confidence?: string | null; notes?: string | null }\\n    35|export type BudgetMerchant = { merchant_id: string; display_name: string; normalized_name: string; default_category_id?: string | null; default_category_name?: string | null; is_active: boolean; notes?: string | null; alias_count?: number; open_candidate_count?: number }\\n    36|export type BudgetCharts = { year: string; empty_state: boolean; cashflow_by_month: Array<{ year: string; month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string }>; budget_vs_actual_by_category: Array<{ year: string; category_id: string; category: string; category_type: string; budget_year?: string | null; actual_year_to_date: string; forecast_year: string; status: string }>; forecast_overruns: Array<Record<string, string>> }\\n    37|export type CategoryAnalysis = { year: string; month?: string | null; mode: 'income' | 'expense'; total_chf: string; categories: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; transaction_count: number; color?: string | null; icon?: string | null; transactions_url: string }> }\\n    38|export type MonthlyComparison = { year: string; months: Array<{ month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; savings_rate_percent?: string; cumulative_income_chf?: string; cumulative_expense_chf?: string; transaction_count: number; top_categories: Array<{ category: string; amount_chf: string }>; top_merchants: Array<{ merchant: string; amount_chf: string }>; largest_transactions?: Array<Record<string, string>>; transactions_url: string }> }\\n    39|export type BudgetDataExplorer = { purpose: 'budget_data_explorer'; filters: Record<string, string>; kpis: { income_sum_chf: string; expense_sum_chf: string; net_cashflow_chf: string; transaction_count: number; average_transaction_chf: string; largest_transaction_chf: string; largest_transaction_id?: string | null; top_category: string; top_merchant: string }; transactions: BudgetTransaction[]; top_merchants: Array<{ merchant: string; transaction_count: number; sum_chf: string; average_chf: string; last_transaction_date?: string | null; top_category: string; change_vs_previous_month_chf: string }>; fixed_variable: Record<string, string>; export: { enabled: boolean; target: string; message: string } }\\n    40|export type IncomePlan = { plan_item_id: string; name: string; person_source: string; employer_source?: string; income_type: string; target_month?: string; cadence: string; monthly_value_chf: string; annual_value_chf: string; monthly_average_chf?: string; actual_income_year_to_date_chf?: string; forecast_income_year_chf?: string; deviation_year_chf?: string; status_label?: string; category_id: string; category_name: string; is_active: boolean; is_template?: boolean; notes?: string | null }\\n    41|export type IncomeSeedCandidate = { seed_candidate_id: string; candidate_type: string; proposed_name?: string | null; proposed_parent_label?: string | null; confidence: string; requires_review: boolean; status: string; source_sheet?: string; source_row_or_range?: string | null }\\n    42|export type BudgetOverview = { current_month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string; review_count: number; uncategorized_count: number; pending_seed_candidate_count?: number; pending_transaction_candidate_count?: number; planned_income_chf?: string; planned_expense_chf?: string; planned_net_chf?: string; actual_income_chf?: string; actual_expense_chf: string; actual_net_chf?: string; actuals_label?: string; open_categories_without_actuals?: number; planned_budget_chf: string; remaining_budget_chf: string; budget_status: string; budget_categories: BudgetStatusRow[]; uncategorized_transactions: BudgetTransaction[]; top_categories: Array<{ category_id?: string; category_name: string; amount_chf: string; transaction_count?: number }>; recent_transactions: BudgetTransaction[] }\\n    43|export type BudgetDashboardCockpit = { purpose: 'monthly_cockpit'; month: string; year: string; chart_library: string; kpis: { income_current_month_chf: string; expense_current_month_chf: string; net_cashflow_current_month_chf: string; budget_consumption_percent: string; savings_rate_percent: string; open_review_transactions: number }; monthly_cashflow: { income_chf: string; expense_chf: string; net_cashflow_chf: string }; top_expense_categories: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; transaction_count: number; color?: string | null; icon?: string | null }>; critical_categories: BudgetStatusRow[]; recent_confirmed_expenses: BudgetTransaction[]; open_todos: { review_candidates: number; categories_without_budget: number; unconfirmed_transactions: number } }\\n    44|export type BudgetVsActualAnalysis = { purpose: 'plan_vs_reality_analysis'; year: string; chart_library: string; empty_state: boolean; budget_vs_actual_by_category: BudgetStatusRow[]; top_overruns: Array<Record<string, string>>; top_under_budget: Array<Record<string, string>>; cashflow_by_month: Array<{ month: string; income_chf: string; expense_chf: string; net_cashflow_chf: string }>; category_donut: Array<{ category_id: string; category: string; amount_chf: string; share_percent: string; color?: string | null }>; trend_by_month: Array<{ month: string; cumulative_income_chf: string; cumulative_expense_chf: string; cumulative_net_chf: string }> }\\n    45|\\n    46|export const getBudgetDashboardCockpit = (month = '2026-05') => apiGet<BudgetDashboardCockpit>(`/api/budget/dashboard/cockpit?month=${month}`)\\n    47|export const getBudgetOverview = (month = '2026-01') => apiGet<BudgetOverview>(`/api/budget/overview?month=${month}`)\\n    48|export const getBudgetStatusByCategory = (year = '2026') => apiGet<BudgetStatusRow[]>(`/api/budget/status/categories?year=${year}`)\\n    49|export const getCategoryMonthDetail = (categoryId: string, month: string) => apiGet<BudgetMonthDetail>(`/api/budget/status/categories/${encodeURIComponent(categoryId)}/months/${encodeURIComponent(month)}`)\\n    50|export const getBudgetCharts = (year = '2026') => apiGet<BudgetCharts>(`/api/budget/charts?year=${year}`)\\n    51|export const getBudgetVsActualAnalysis = (year = '2026') => apiGet<BudgetVsActualAnalysis>(`/api/budget/analysis/budget-vs-actual?year=${year}`)\\n    52|export const getCategoryAnalysis = (year = '2026', txType: 'income' | 'expense' = 'expense', month = '') => {\\n    53|  const params = new URLSearchParams({ year, tx_type: txType })\\n    54|  if (month) params.set('month', month)\\n    55|  return apiGet<CategoryAnalysis>(`/api/budget/analysis/categories?${params.toString()}`)\\n    56|}\\n    57|export const getMonthlyComparison = (year = '2026') => apiGet<MonthlyComparison>(`/api/budget/analysis/monthly-comparison?year=${year}`)\\n    58|export const getBudgetDataExplorer = (filters: Record<string, string> = {}) => {\\n    59|  const params = new URLSearchParams()\\n    60|  Object.entries(filters).forEach(([key, value]) => { if (value) params.set(key, value) })\\n    61|  return apiGet<BudgetDataExplorer>(`/api/budget/analysis/data-explorer?${params.toString()}`)\\n    62|}\\n    63|export const getIncomeStatus = (year = '2026') => apiGet<Record<string, unknown>>(`/api/budget/income/status?year=${year}`)\\n    64|export const getIncomePlans = (year = '2026') => apiGet<IncomePlan[]>(`/api/budget/income/plans?year=${year}`)\\n    65|export const getIncomeSeedCandidates = (year = '2026') => apiGet<IncomeSeedCandidate[]>(`/api/budget/income/seed-candidates?year=${year}`)\\n    66|export const previewIncomePlan = (body: unknown) => apiPost<BudgetPreview>('/api/budget/income/plans/preview', body)\\n    67|export const confirmIncomePlan = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/income/plans/confirm', body)\\n    68|export const previewIncomeTemplates = (year = '2026') => apiPost<Record<string, unknown>>('/api/budget/income/templates/preview', { year })\\n    69|export const confirmIncomeTemplates = (year = '2026') => apiPost<Record<string, unknown>>('/api/budget/income/templates/confirm', { year })\\n    70|export const previewIncomePlanUpdate = (id: string, body: unknown) => apiPost<BudgetPreview & { requires_explicit_confirm?: boolean }>(`/api/budget/income/plans/${id}/update/preview`, body)\\n    71|export const confirmIncomePlanUpdate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/income/plans/${id}/update/confirm`, body)\\n    72|export const archiveIncomePlan = (id: string) => apiPost<BudgetConfirm>(`/api/budget/income/plans/${id}/archive`, {})\\n    73|export const getBudgetTransactions = (query = '') => apiGet<BudgetTransaction[]>(`/api/budget/transactions${query}`)\\n    74|export const getBudgetTransfers = (query = '') => apiGet<BudgetTransfer[]>(`/api/budget/transfers${query}`)\\n    75|export const getBudgetAccounts = () => apiGet<BudgetAccount[]>('/api/budget/accounts')\\n    76|export const getBudgetCategories = () => apiGet<BudgetCategory[]>('/api/budget/categories')\\n    77|export const getBudgetTags = () => apiGet<BudgetTag[]>('/api/budget/tags')\\n    78|export const previewBudgetTransaction = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transactions/preview', body)\\n    79|export const confirmBudgetTransaction = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transactions/confirm', body)\\n    80|export const updateBudgetTransaction = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/transactions/${id}/update`, body)\\n    81|export const previewBudgetTransfer = (body: unknown) => apiPost<BudgetPreview>('/api/budget/transfers/preview', body)\\n    82|export const confirmBudgetTransfer = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/transfers/confirm', body)\\n    83|export const previewBudgetAccount = (body: unknown) => apiPost<BudgetPreview>('/api/budget/accounts/preview', body)\\n    84|export const confirmBudgetAccount = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/accounts/confirm', body)\\n    85|export const archiveBudgetAccount = (id: string) => apiPost<BudgetConfirm>(`/api/budget/accounts/${id}/archive`, {})\\n    86|export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\n    87|export const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\n    88|export const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\n    89|export const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\\n    90|export const previewBudgetTag = (body: unknown) => apiPost<BudgetPreview>('/api/budget/tags/preview', body)\\n    91|export const confirmBudgetTag = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/tags/confirm', body)\\n    92|export const archiveBudgetTag = (id: string) => apiPost<BudgetConfirm>(`/api/budget/tags/${id}/archive`, {})\\n    93|export const getBudgetSeedCandidates = () => apiGet<BudgetSeedCandidate[]>('/api/budget/seed-candidates')\\n    94|export const generateBudgetSeedCandidates = (body: unknown) => apiPost<BudgetSeedSummary>('/api/budget/seed-candidates/generate', body)\\n    95|export const previewBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/seed-candidates/${id}/preview`, body)\\n    96|export const confirmBudgetSeedCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/confirm`, body)\\n    97|export const ignoreBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/ignore`, { note })\\n    98|export const reopenBudgetSeedCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/reopen`, { note })\\n    99|export const setBudgetSeedCandidateStatus = (id: string, status: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/status`, { status, note })\\n   100|export const convertBudgetUncleanRange = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/seed-candidates/${id}/convert-unclean`, body)\\n   101|export const previewClearBudgetCategoriesTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; categories: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/categories/preview-clear-takeover', {})\\n   102|export const confirmClearBudgetCategoriesTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/categories/confirm-clear-takeover', {})\\n   103|export const previewBudgetPlanTakeover = () => apiPost<{ preview_id: string; summary: string; count: number; budget_plans: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/seed-candidates/budget-plans/preview-takeover', {})\\n   104|export const confirmBudgetPlanTakeover = () => apiPost<BudgetConfirm & { confirmed_count: number; skipped_count: number }>('/api/budget/seed-candidates/budget-plans/confirm-takeover', {})\\n   105|export const getBudgetTransactionCandidates = (status = '', tab = '', filters: Record<string, string> = {}) => {\\n   106|  const params = new URLSearchParams()\\n   107|  if (status) params.set('status', status)\\n   108|  if (tab) params.set('tab', tab)\\n   109|  Object.entries(filters).forEach(([k, v]) => { if (v) params.set(k, v) })\\n   110|  const qs = params.toString()\\n   111|  return apiGet<BudgetTransactionCandidate[]>(`/api/budget/transaction-candidates${qs ? `?${qs}` : ''}`)\\n   112|}\\n   113|export const getBudgetTransactionCandidateSummary = (budget_year = '2026') => apiGet<BudgetReviewSummary>(`/api/budget/transaction-candidates/summary?budget_year=${budget_year}`)\\n   114|export const generateBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, number>>('/api/budget/transaction-candidates/generate', body)\\n   115|export const previewBudgetTransactionCandidate = (id: string, body: unknown) => apiPost<BudgetPreview>(`/api/budget/transaction-candidates/${id}/preview`, body)\\n   116|export const confirmBudgetTransactionCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/confirm`, body)\\n   117|export const ignoreBudgetTransactionCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/ignore`, { note })\\n   118|export const reopenBudgetTransactionCandidate = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/reopen`, { note })\\n   119|export const updateBudgetTransactionCandidateCategory = (id: string, category_id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/category`, { category_id, note })\\n   120|export const bulkUpdateBudgetTransactionCandidateCategory = (candidate_ids: string[], category_id: string, note = '') => apiPost<{ updated_count: number; skipped_count: number }>('/api/budget/transaction-candidates/bulk-category', { candidate_ids, category_id, note })\\n   121|export const splitBudgetTransactionCandidate = (id: string, splits: unknown[]) => apiPost<BudgetConfirm & { split_count: number }>(`/api/budget/transaction-candidates/${id}/split`, { splits })\\n   122|export const markBudgetTransactionCandidateTransfer = (id: string, note = '') => apiPost<BudgetConfirm>(`/api/budget/transaction-candidates/${id}/transfer`, { note })\\n   123|export const markBudgetTransactionCandidateType = (id: string, candidate_type: 'transfer' | 'investment_transfer' | 'credit_card_payment', note = '') => apiPost<BudgetConfirm & { classification: string }>(`/api/budget/transaction-candidates/${id}/type`, { candidate_type, note })\\n   124|export const getBudgetImportProfiles = () => apiGet<Array<Record<string, unknown>>>('/api/budget/import-profiles')\\n   125|export const dryRunBudgetImportProfile = (profile: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/import-profiles/${profile}/dry-run`, body)\\n   126|export const createBudgetImportCandidates = (profile: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/import-profiles/${profile}/candidates`, body)\\n   127|export const previewSafeBudgetTransactionCandidates = () => apiPost<{ preview_id: string; summary: string; count: number; groups: Array<Record<string, unknown>>; warnings: string[] }>('/api/budget/transaction-candidates/batch-confirm-safe/preview', {})\\n   128|export const batchConfirmSafeBudgetTransactionCandidates = (account_id: string, candidate_ids: string[] = []) => apiPost<{ confirmed_count: number; skipped_count: number }>('/api/budget/transaction-candidates/batch-confirm-safe', { account_id, candidate_ids })\\n   129|export const deleteEmptyBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/delete-empty`, {})\\n   130|export const previewBudgetCategoryMerges = () => apiPost<{ preview_id: string; summary: string; suggestions: Array<{ target_category_id: string; target_name: string; source_category_ids: string[]; source_names: string[] }>; warnings: string[] }>('/api/budget/categories/merge/preview', {})\\n   131|export const confirmBudgetCategoryMerge = (body: unknown) => apiPost<BudgetConfirm & { moved_transactions: number; moved_budget_plans: number; moved_children: number }>('/api/budget/categories/merge/confirm', body)\\n   132|export const previewBatchBudgetTransactionCandidates = (candidate_ids: string[], account_id: string, budget_year = '2026') => apiPost<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>>; requires_explicit_confirm: boolean }>('/api/budget/transaction-candidates/batch/preview', { candidate_ids, account_id, budget_year })\\n   133|export const batchBudgetTransactionCandidates = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/transaction-candidates/batch', body)\\n   134|export const confirmBudgetTransactionCandidateSplit = (id: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/transaction-candidates/${id}/split/confirm`, body)\\n   135|export const createReviewCategoryForCandidate = (id: string, body: unknown) => apiPost<BudgetConfirm & { category_id: string }>(`/api/budget/transaction-candidates/${id}/category/create`, body)\\n   136|export const getBudgetRules = () => apiGet<BudgetRule[]>('/api/budget/rules')\\n   137|export const createBudgetRule = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/rules', body)\\n   138|export const updateBudgetRule = (id: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/update`, body)\\n   139|export const prioritizeBudgetRule = (id: string, priority: number) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/priority`, { priority })\\n   140|export const deactivateBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/deactivate`, {})\\n   141|export const testBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/test`, {})\\n   142|export const applyBudgetRule = (id: string) => apiPost<Record<string, unknown>>(`/api/budget/rules/${id}/apply`, {})\\n   143|export const getBudgetMerchants = () => apiGet<BudgetMerchant[]>('/api/budget/merchants')\\n   144|export const createBudgetMerchant = (body: unknown) => apiPost<Record<string, unknown>>('/api/budget/merchants', body)\\n   145|export const createBudgetMerchantAlias = (merchantId: string, body: unknown) => apiPost<Record<string, unknown>>(`/api/budget/merchants/${merchantId}/aliases`, body)\\n   146|export const updateBudgetMerchantCategory = (merchantId: string, categoryId: string) => apiPost<Record<string, unknown>>(`/api/budget/merchants/${merchantId}/category`, { category_id: categoryId })\\n   147|export const applyBudgetMerchant = (merchantId: string) => apiPost<Record<string, unknown>>(`/api/budget/merchants/${merchantId}/apply`, {})\\n   148|export const mergeBudgetMerchants = (source_merchant_id: string, target_merchant_id: string) => apiPost<Record<string, unknown>>('/api/budget/merchants/merge', { source_merchant_id, target_merchant_id })\\n   149|export const detectBudgetDuplicateCandidates = () => apiPost<Record<string, unknown>>('/api/budget/transaction-candidates/detect-duplicates', {})\\n   150|export const reclassifyBankIncomeCandidates = (budget_year = '2026') => apiPost<Record<string, number>>('/api/budget/transaction-candidates/bank-income/reclassify', { budget_year })\\n   151|\", \"total_lines\": 150, \"file_size\": 24819, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_krmbTDyWBhIjpVAeBtAmF167"
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      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|<template>\\n     2|  <section class=\\\"space-y-6\\\">\\n     3|    <header>\\n     4|      <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Setup · Kategorien</p>\\n     5|      <h1 class=\\\"mt-2 text-3xl font-semibold text-slate-950\\\">Kategorien & Tags</h1>\\n     6|      <p class=\\\"mt-1 text-sm text-slate-600\\\">Kategoriebaum verwalten: erstellen, umbenennen, Parent/Typ ändern, archivieren, leere Kategorien löschen und Merge-Preview prüfen.</p>\\n     7|      <p class=\\\"mt-2 inline-flex rounded-full border border-cyan-500/40 px-3 py-1 text-xs text-cyan-700\\\">Arbeitsmodus: Kategorieänderungen schreiben Audit; Löschen nur bei leeren Kategorien</p>\\n     8|    </header>\\n     9|    <div v-if=\\\"message\\\" class=\\\"rounded-xl border border-emerald-500/40 bg-emerald-50 p-4 text-sm text-emerald-800\\\">{{ message }}</div>\\n    10|    <div v-if=\\\"error\\\" class=\\\"rounded-xl border border-red-500/40 bg-red-50 p-4 text-sm text-red-800\\\">{{ error }}</div>\\n    11|\\n    12|    <section class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n    13|      <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie hinzufügen</h2>\\n    14|      <div class=\\\"mt-4 grid gap-3 md:grid-cols-5\\\">\\n    15|        <input v-model=\\\"form.name\\\" data-test=\\\"category-name\\\" class=\\\"field\\\" placeholder=\\\"Name\\\" />\\n    16|        <select v-model=\\\"form.category_type\\\" data-test=\\\"category-type\\\" class=\\\"field\\\"><option value=\\\"income\\\">income</option><option value=\\\"expense\\\">expense</option><option value=\\\"transfer\\\">transfer</option><option value=\\\"neutral\\\">neutral</option></select>\\n    17|        <select v-model=\\\"form.parent_category_id\\\" data-test=\\\"category-parent\\\" class=\\\"field\\\"><option value=\\\"\\\">Ohne Parent</option><option v-for=\\\"c in flatTree\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ indentName(c) }}</option></select>\\n    18|        <input v-model=\\\"form.color\\\" data-test=\\\"category-color\\\" class=\\\"field\\\" placeholder=\\\"Farbe optional\\\" />\\n    19|        <input v-model=\\\"form.icon\\\" data-test=\\\"category-icon\\\" class=\\\"field\\\" placeholder=\\\"Icon optional\\\" />\\n    20|      </div>\\n    21|      <div class=\\\"mt-4 flex flex-wrap gap-3\\\"><button class=\\\"btn-primary\\\" data-test=\\\"preview-category\\\" @click=\\\"previewCategory\\\">Preview</button><button class=\\\"btn-primary\\\" data-test=\\\"confirm-category\\\" :disabled=\\\"!categoryPreview\\\" @click=\\\"confirmCategory\\\">Confirm / final speichern</button></div>\\n    22|      <article v-if=\\\"categoryPreview\\\" class=\\\"mt-4 rounded-xl border border-cyan-500/30 bg-cyan-500/10 p-4 text-sm text-cyan-700\\\"><p class=\\\"font-semibold\\\">Zusammenfassung prüfen</p><p>{{ categoryPreview.summary }}</p><p v-for=\\\"warning in categoryPreview.warnings\\\" :key=\\\"warning\\\" class=\\\"text-amber-800\\\">{{ warning }}</p></article>\\n    23|    </section>\\n    24|\\n    25|    <section class=\\\"grid gap-4 lg:grid-cols-2\\\">\\n    26|      <article class=\\\"rounded-2xl border border-emerald-200 bg-emerald-50 p-5\\\">\\n    27|        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Einnahmen</h2>\\n    28|        <div class=\\\"mt-3 flex flex-wrap gap-2\\\"><span v-for=\\\"name in canonicalIncome\\\" :key=\\\"name\\\" class=\\\"rounded-full border border-emerald-500/30 px-3 py-1 text-sm text-emerald-800\\\">{{ name }}</span></div>\\n    29|      </article>\\n    30|      <article class=\\\"rounded-2xl border border-cyan-500/20 bg-cyan-50 p-5\\\">\\n    31|        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Ausgaben</h2>\\n    32|        <div class=\\\"mt-3 flex flex-wrap gap-2\\\"><span v-for=\\\"name in canonicalExpenses\\\" :key=\\\"name\\\" class=\\\"rounded-full border border-cyan-500/30 px-3 py-1 text-sm text-cyan-700\\\">{{ name }}</span></div>\\n    33|      </article>\\n    34|    </section>\\n    35|\\n    36|    <section class=\\\"grid gap-5 xl:grid-cols-[1fr_26rem]\\\">\\n    37|      <div class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n    38|        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategoriebaum</h2>\\n    39|        <ul class=\\\"mt-4 space-y-2 text-sm text-slate-700\\\" data-test=\\\"category-tree\\\">\\n    40|          <li v-for=\\\"item in flatTree\\\" :key=\\\"item.category_id\\\" class=\\\"cursor-pointer rounded-xl border border-slate-200 p-3 hover:bg-slate-100/50\\\" :class=\\\"selected?.category_id === item.category_id ? 'border-cyan-500/60 bg-cyan-500/10' : ''\\\" :style=\\\"{ marginLeft: `${item.level * 1.25}rem` }\\\" @click=\\\"selectCategory(item)\\\">\\n    41|            <div class=\\\"flex justify-between gap-3\\\">\\n    42|              <span><span class=\\\"font-medium text-slate-950\\\">{{ item.name }}</span><span class=\\\"text-slate-500\\\"> · {{ item.category_type }} · </span><span :class=\\\"item.is_active ? 'text-emerald-700' : 'text-slate-500'\\\">{{ item.is_active ? 'aktiv' : 'inaktiv' }}</span></span>\\n    43|              <span class=\\\"text-xs text-slate-500\\\">{{ item.transaction_count || 0 }} Buchungen · {{ formatMoney(item.expense_sum_chf || 0) }}</span>\\n    44|            </div>\\n    45|          </li>\\n    46|        </ul>\\n    47|      </div>\\n    48|\\n    49|      <aside class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\" data-test=\\\"category-detail\\\">\\n    50|        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie-Detail</h2>\\n    51|        <p v-if=\\\"!selected\\\" class=\\\"mt-4 text-sm text-slate-500\\\">Kategorie anklicken.</p>\\n    52|        <div v-else class=\\\"mt-4 space-y-4 text-sm text-slate-700\\\">\\n    53|          <input v-model=\\\"edit.name\\\" class=\\\"field w-full\\\" />\\n    54|          <select v-model=\\\"edit.category_type\\\" class=\\\"field w-full\\\"><option value=\\\"income\\\">income</option><option value=\\\"expense\\\">expense</option><option value=\\\"transfer\\\">transfer</option><option value=\\\"neutral\\\">neutral</option></select>\\n    55|          <select v-model=\\\"edit.parent_category_id\\\" class=\\\"field w-full\\\"><option value=\\\"\\\">Ohne Parent</option><option v-for=\\\"c in parentOptions\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ indentName(c) }}</option></select>\\n    56|          <dl class=\\\"space-y-2\\\"><div><dt class=\\\"text-slate-500\\\">Aktivstatus</dt><dd>{{ selected.is_active ? 'aktiv' : 'inaktiv' }}</dd></div><div><dt class=\\\"text-slate-500\\\">Anzahl Buchungen</dt><dd>{{ selected.transaction_count || 0 }}</dd></div><div><dt class=\\\"text-slate-500\\\">Unterkategorien</dt><dd>{{ selected.children?.length || 0 }}</dd></div><div><dt class=\\\"text-slate-500\\\">Aktive Budgetpläne</dt><dd>{{ selected.active_plan_count || 0 }}</dd></div></dl>\\n    57|          <div class=\\\"flex flex-wrap gap-2\\\"><button class=\\\"btn-primary\\\" data-test=\\\"update-category\\\" @click=\\\"saveSelected\\\">Umbenennen/Ändern</button><button class=\\\"btn\\\" @click=\\\"newChild\\\">Neue Unterkategorie</button><button class=\\\"btn\\\" :disabled=\\\"!selected.is_active\\\" @click=\\\"archiveSelected\\\">Archivieren</button><button class=\\\"btn danger\\\" :disabled=\\\"!canDeleteSelected\\\" @click=\\\"deleteSelected\\\">Leere Kategorie löschen</button></div>\\n    58|        </div>\\n    59|      </aside>\\n    60|    </section>\\n    61|\\n    62|    <section class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n    63|      <div class=\\\"flex items-center justify-between\\\"><div><h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie-Konsolidierungs-Preview</h2><p class=\\\"text-xs text-slate-500\\\">Keine automatische Zusammenführung. Preview zeigt mögliche Dopplungen.</p></div><button class=\\\"btn-primary\\\" @click=\\\"loadMergePreview\\\">Merge Preview</button></div>\\n    64|      <div v-if=\\\"mergePreview\\\" class=\\\"mt-4 space-y-3 text-sm text-slate-700\\\"><p>{{ mergePreview.summary }}</p><article v-for=\\\"s in mergePreview.suggestions\\\" :key=\\\"s.target_category_id\\\" class=\\\"rounded-xl border border-slate-200 p-3\\\"><p><strong class=\\\"text-slate-950\\\">Ziel:</strong> {{ s.target_name }}</p><p><strong class=\\\"text-slate-950\\\">Quellen:</strong> {{ s.source_names.join(', ') }}</p><button class=\\\"mt-2 btn\\\" @click=\\\"confirmMerge(s)\\\">Confirm Merge</button></article><p v-if=\\\"!mergePreview.suggestions.length\\\" class=\\\"text-slate-500\\\">Keine exakten Dopplungen gefunden.</p></div>\\n    65|    </section>\\n    66|  </section>\\n    67|</template>\\n    68|<script setup lang=\\\"ts\\\">\\n    69|import { computed, onMounted, reactive, ref } from 'vue'\\n    70|import { archiveBudgetCategory, confirmBudgetCategory, confirmBudgetCategoryMerge, deleteEmptyBudgetCategory, getBudgetCategories, previewBudgetCategory, previewBudgetCategoryMerges, updateBudgetCategory, type BudgetCategory, type BudgetPreview } from '@/api/budget'\\n    71|import { formatMoney } from '@/utils/formatters'\\n    72|type CategoryRow = BudgetCategory & { level: number }\\n    73|const categories = ref<BudgetCategory[]>([])\\n    74|const selected = ref<CategoryRow | null>(null)\\n    75|const message = ref('')\\n    76|const error = ref('')\\n    77|const categoryPreview = ref<BudgetPreview | null>(null)\\n    78|const mergePreview = ref<{ summary: string; suggestions: Array<{ target_category_id: string; target_name: string; source_category_ids: string[]; source_names: string[] }> } | null>(null)\\n    79|const form = reactive({ name: '', category_type: 'expense', parent_category_id: '', color: '', icon: '' })\\n    80|const canonicalIncome = ['Lohn Marcel', 'Lohn Melanie', 'Gratifikation', 'Sonstige Einnahmen', 'Rückerstattungen']\\n    81|const canonicalExpenses = ['Essen & Haushalt', 'Wohnen', 'Versicherungen', 'Gesundheit / Medizin', 'Mobilität / Auto / Transport', 'Kinder / Familie', 'Freizeit / Abos / Ausflüge', 'Hausrat / Möbel & Garten', 'Shopping / Kleidung & Elektronik', 'Haustiere', 'Steuern / Behörden', 'Sonstiges / Administration', 'Review nötig']\\n    82|const edit = reactive({ name: '', category_type: 'expense', parent_category_id: '' })\\n    83|const flatTree = computed<CategoryRow[]>(() => { const out: CategoryRow[] = []; const walk = (items: BudgetCategory[], level: number) => items.forEach((item) => { out.push({ ...item, level }); walk(item.children || [], level + 1) }); walk(categories.value, 0); return out })\\n    84|const parentOptions = computed(() => flatTree.value.filter(c => c.category_id !== selected.value?.category_id))\\n    85|const canDeleteSelected = computed(() => !!selected.value && !selected.value.transaction_count && !(selected.value.children?.length) && !selected.value.active_plan_count)\\n    86|function indentName(category: CategoryRow) { return `${'— '.repeat(category.level)}${category.name}` }\\n    87|async function load() { categories.value = await getBudgetCategories(); if (selected.value) { const fresh = flatTree.value.find(c => c.category_id === selected.value?.category_id); if (fresh) selectCategory(fresh) } }\\n    88|function categoryPayload() { return { name: form.name, category_type: form.category_type, parent_category_id: form.parent_category_id || null, color: form.color || null, icon: form.icon || null } }\\n    89|async function previewCategory() { categoryPreview.value = await previewBudgetCategory(categoryPayload()) }\\n    90|async function confirmCategory() { if (!categoryPreview.value) return; const result = await confirmBudgetCategory(categoryPreview.value.payload); message.value = `${result.message} · Audit-Log geschrieben`; categoryPreview.value = null; form.name = ''; await load() }\\n    91|function selectCategory(item: CategoryRow) { selected.value = item; edit.name = item.name; edit.category_type = item.category_type; edit.parent_category_id = item.parent_category_id || '' }\\n    92|async function saveSelected() { if (!selected.value) return; const result = await updateBudgetCategory(selected.value.category_id, { ...edit, parent_category_id: edit.parent_category_id || null, change_note: 'Kategoriebaum Detail' }); message.value = `${result.message} · Audit-Log geschrieben`; await load() }\\n    93|function newChild() { if (!selected.value) return; form.parent_category_id = selected.value.category_id; form.category_type = selected.value.category_type; form.name = '' ; message.value = 'Parent für neue Unterkategorie gesetzt.' }\\n    94|async function archiveSelected() { if (!selected.value) return; const result = await archiveBudgetCategory(selected.value.category_id); message.value = `${result.message} · Audit-Log geschrieben`; await load() }\\n    95|async function deleteSelected() { if (!selected.value) return; try { const result = await deleteEmptyBudgetCategory(selected.value.category_id); message.value = `${result.message} · Audit-Log geschrieben`; selected.value = null; await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Kategorie ist nicht leer; bitte archivieren.' } }\\n    96|async function loadMergePreview() { mergePreview.value = await previewBudgetCategoryMerges() }\\n    97|async function confirmMerge(s: { target_category_id: string; source_category_ids: string[] }) { const result = await confirmBudgetCategoryMerge({ target_category_id: s.target_category_id, source_category_ids: s.source_category_ids, note: 'Kategorie-Konsolidierung Preview Confirm' }); message.value = `${result.message} · ${result.moved_transactions} Buchungen umgehängt`; await load(); 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      "content": "{\"content\": \"     1|const DEFAULT_API_BASE_URL = 'http://127.0.0.1:8000'\\n     2|\\n     3|export const API_BASE_URL = (import.meta.env.VITE_API_BASE_URL as string | undefined) || DEFAULT_API_BASE_URL\\n     4|\\n     5|const sessionCache = new Map<string, unknown>()\\n     6|\\n     7|export class ApiError extends Error {\\n     8|  constructor(message: string, public readonly status?: number) {\\n     9|    super(message)\\n    10|    this.name = 'ApiError'\\n    11|  }\\n    12|}\\n    13|\\n    14|export async function apiGet<T>(path: string, options: { refresh?: boolean } = {}): Promise<T> {\\n    15|  const url = `${API_BASE_URL}${path}`\\n    16|  if (!options.refresh && sessionCache.has(url)) {\\n    17|    return sessionCache.get(url) as T\\n    18|  }\\n    19|  let response: Response\\n    20|  try {\\n    21|    response = await fetch(url, { headers: { Accept: 'application/json' } })\\n    22|  } catch {\\n    23|    throw new ApiError('Backend nicht erreichbar')\\n    24|  }\\n    25|  if (!response.ok) {\\n    26|    throw new ApiError(response.status === 404 ? 'Runtime-DB nicht verfügbar' : `Lokale API meldet Fehler ${response.status}`, response.status)\\n    27|  }\\n    28|  const data = (await response.json()) as T\\n    29|  sessionCache.set(url, data)\\n    30|  return data\\n    31|}\\n    32|\\n    33|export async function apiPost<T>(path: string, body: unknown): Promise<T> {\\n    34|  const url = `${API_BASE_URL}${path}`\\n    35|  let response: Response\\n    36|  try {\\n    37|    response = await fetch(url, { method: 'POST', headers: { Accept: 'application/json', 'Content-Type': 'application/json' }, body: JSON.stringify(body) })\\n    38|  } catch {\\n    39|    throw new ApiError('Backend nicht erreichbar')\\n    40|  }\\n    41|  if (!response.ok) {\\n    42|    throw new ApiError(`Lokale API meldet Fehler ${response.status}`, response.status)\\n    43|  }\\n    44|  clearApiCache()\\n    45|  return (await response.json()) as T\\n    46|}\\n    47|\\n    48|export function clearApiCache() {\\n    49|  sessionCache.clear()\\n    50|}\\n    51|\", \"total_lines\": 50, \"file_size\": 1642, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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            "arguments": "{\"mode\":\"replace\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\",\"old_string\":\"export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; children?: BudgetCategory[] }\",\"new_string\":\"export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; sort_order?: number; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; merchant_count?: number; rule_count?: number; children?: BudgetCategory[] }\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n@@ -1,7 +1,7 @@\\n import { apiGet, apiPost } from './client'\\n \\n export type BudgetAccount = { budget_account_id: string; name: string; account_type: string; currency: string; is_active: boolean; linked_account_id?: string | null; archived_at?: string | null; notes?: string | null }\\n-export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; children?: BudgetCategory[] }\\n+export type BudgetCategory = { category_id: string; parent_category_id?: string | null; name: string; category_type: string; is_active: boolean; sort_order?: number; color?: string | null; icon?: string | null; transaction_count?: number; expense_sum_chf?: string | number; active_plan_count?: number; merchant_count?: number; rule_count?: number; children?: BudgetCategory[] }\\n export type BudgetTag = { tag_id: string; name: string; color?: string | null; is_active: boolean }\\n export type BudgetTransaction = { budget_transaction_id: string; account_id?: string; account_name?: string; category_id?: string | null; category_name?: string | null; category_icon?: string | null; category_color?: string | null; transaction_date: string; transaction_date_group?: string; transaction_type: string; description: string; payee?: string | null; merchant_display_name?: string | null; amount_original: string; currency_original: string; amount_chf?: string | null; fx_status?: string; source_type?: string; source_candidate_id?: string | null; status: string; tag_names?: string[]; line_item_count?: number; article_rows_detail_only?: boolean }\\n export type BudgetTransfer = { transfer_id: string; transaction_date: string; from_account_id: string; to_account_id: string; from_account_name: string; to_account_name: string; description: string; amount_original: string; currency_original: string; transfer_type: string; status: string; notes?: string | null }\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"], \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}}",
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      "tool_calls": [
        {
          "id": "call_L0Y2hGzy7pf1ShqV7KTPqTNZ",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\nexport const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\nexport const previewBudgetCategoryCleanup = () => apiPost<Record<string, unknown> & { preview_id: string; summary: string; target_expense_categories: string[]; auto_mappings: Array<Record<string, unknown>>; review_required: Array<Record<string, unknown>>; empty_categories: Array<Record<string, unknown>>; payload: Record<string, unknown>; warnings: string[] }>('/api/budget/categories/cleanup/preview', {})\\nexport const confirmBudgetCategoryCleanup = (body: unknown) => apiPost<Record<string, unknown> & { audit_id: string }>('/api/budget/categories/cleanup/confirm', body)\\nexport const reorderBudgetCategories = (category_ids: string[]) => apiPost<BudgetConfirm & { updated_count: number }>('/api/budget/categories/reorder', { category_ids })\\nexport const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\nexport const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\",\"old_string\":\"export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\nexport const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\nexport const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\nexport const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"}"
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\\n@@ -85,6 +85,9 @@\\n export const archiveBudgetAccount = (id: string) => apiPost<BudgetConfirm>(`/api/budget/accounts/${id}/archive`, {})\\n export const previewBudgetCategory = (body: unknown) => apiPost<BudgetPreview>('/api/budget/categories/preview', body)\\n export const confirmBudgetCategory = (body: unknown) => apiPost<BudgetConfirm>('/api/budget/categories/confirm', body)\\n+export const previewBudgetCategoryCleanup = () => apiPost<Record<string, unknown> & { preview_id: string; summary: string; target_expense_categories: string[]; auto_mappings: Array<Record<string, unknown>>; review_required: Array<Record<string, unknown>>; empty_categories: Array<Record<string, unknown>>; payload: Record<string, unknown>; warnings: string[] }>('/api/budget/categories/cleanup/preview', {})\\n+export const confirmBudgetCategoryCleanup = (body: unknown) => apiPost<Record<string, unknown> & { audit_id: string }>('/api/budget/categories/cleanup/confirm', body)\\n+export const reorderBudgetCategories = (category_ids: string[]) => apiPost<BudgetConfirm & { updated_count: number }>('/api/budget/categories/reorder', { category_ids })\\n export const updateBudgetCategory = (id: string, body: unknown) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/update`, body)\\n export const archiveBudgetCategory = (id: string) => apiPost<BudgetConfirm>(`/api/budget/categories/${id}/archive`, {})\\n export const previewBudgetTag = (body: unknown) => apiPost<BudgetPreview>('/api/budget/tags/preview', body)\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/api/budget.ts\"], \"lint\": {\"status\": \"skipped\", \"message\": \"npx not usable: This is not the tsc command you are looking for\"}}",
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          "id": "rs_08efd988e539badb016a0b629535c081919b319c7501739143",
          "summary": [
            {
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              "text": "**Improving functionality**\n\nI need to focus on reading or rewriting the page more quickly. I'm considering using a simple function to enhance file writing. It’s essential to include the logic for a delete button too. I wonder if we’ll need to test everything, or if existing tests might be enough for our needs. I should think about when we’ll run those tests later. There’s a lot to manage, but I’ll figure it out!"
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            "arguments": "{\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetCategoriesPage.vue\",\"content\":\"<template>\\n  <section class=\\\"space-y-6\\\">\\n    <header>\\n      <p class=\\\"text-xs uppercase tracking-[0.25em] text-cyan-400\\\">Setup · Kategorien</p>\\n      <h1 class=\\\"mt-2 text-3xl font-semibold text-slate-950\\\">Kategorien & Tags</h1>\\n      <p class=\\\"mt-1 text-sm text-slate-600\\\">Kategoriebaum verwalten: hinzufügen, umbenennen, sortieren, archivieren und leere Kategorien löschen. Änderungen schreiben Audit.</p>\\n      <p class=\\\"mt-2 inline-flex rounded-full border border-cyan-500/40 px-3 py-1 text-xs text-cyan-700\\\">Preview → Confirm → Audit · Kategorien mit Referenzen werden archiviert, nicht hart gelöscht.</p>\\n    </header>\\n    <div v-if=\\\"message\\\" class=\\\"rounded-xl border border-emerald-500/40 bg-emerald-50 p-4 text-sm text-emerald-800\\\">{{ message }}</div>\\n    <div v-if=\\\"error\\\" class=\\\"rounded-xl border border-red-500/40 bg-red-50 p-4 text-sm text-red-800\\\">{{ error }}</div>\\n\\n    <section class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n      <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie hinzufügen</h2>\\n      <div class=\\\"mt-4 grid gap-3 md:grid-cols-6\\\">\\n        <input v-model=\\\"form.name\\\" data-test=\\\"category-name\\\" class=\\\"field\\\" placeholder=\\\"Name\\\" />\\n        <select v-model=\\\"form.category_type\\\" data-test=\\\"category-type\\\" class=\\\"field\\\"><option value=\\\"income\\\">income</option><option value=\\\"expense\\\">expense</option><option value=\\\"transfer\\\">transfer</option><option value=\\\"neutral\\\">neutral</option></select>\\n        <select v-model=\\\"form.parent_category_id\\\" data-test=\\\"category-parent\\\" class=\\\"field\\\"><option value=\\\"\\\">Ohne Parent</option><option v-for=\\\"c in flatTree\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ indentName(c) }}</option></select>\\n        <input v-model.number=\\\"form.sort_order\\\" data-test=\\\"category-sort-order\\\" class=\\\"field\\\" type=\\\"number\\\" placeholder=\\\"Sortierung\\\" />\\n        <input v-model=\\\"form.color\\\" data-test=\\\"category-color\\\" class=\\\"field\\\" placeholder=\\\"Farbe optional\\\" />\\n        <input v-model=\\\"form.icon\\\" data-test=\\\"category-icon\\\" class=\\\"field\\\" placeholder=\\\"Icon optional\\\" />\\n      </div>\\n      <div class=\\\"mt-4 flex flex-wrap gap-3\\\"><button class=\\\"btn-primary\\\" data-test=\\\"preview-category\\\" @click=\\\"previewCategory\\\">Preview</button><button class=\\\"btn-primary\\\" data-test=\\\"confirm-category\\\" :disabled=\\\"!categoryPreview\\\" @click=\\\"confirmCategory\\\">Confirm / final speichern</button></div>\\n      <article v-if=\\\"categoryPreview\\\" class=\\\"mt-4 rounded-xl border border-cyan-500/30 bg-cyan-500/10 p-4 text-sm text-cyan-700\\\"><p class=\\\"font-semibold\\\">Zusammenfassung prüfen</p><p>{{ categoryPreview.summary }}</p><p v-for=\\\"warning in categoryPreview.warnings\\\" :key=\\\"warning\\\" class=\\\"text-amber-800\\\">{{ warning }}</p></article>\\n    </section>\\n\\n    <section class=\\\"grid gap-4 lg:grid-cols-2\\\">\\n      <article class=\\\"rounded-2xl border border-emerald-200 bg-emerald-50 p-5\\\">\\n        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Einnahmen bleiben getrennt</h2>\\n        <div class=\\\"mt-3 flex flex-wrap gap-2\\\"><span v-for=\\\"name in canonicalIncome\\\" :key=\\\"name\\\" class=\\\"rounded-full border border-emerald-500/30 px-3 py-1 text-sm text-emerald-800\\\">{{ name }}</span></div>\\n      </article>\\n      <article class=\\\"rounded-2xl border border-cyan-500/20 bg-cyan-50 p-5\\\">\\n        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Finale aktive Ausgaben-Kategorien</h2>\\n        <ol class=\\\"mt-3 grid gap-2 text-sm text-cyan-900 md:grid-cols-2\\\"><li v-for=\\\"(name, idx) in canonicalExpenses\\\" :key=\\\"name\\\" class=\\\"rounded-xl border border-cyan-500/20 bg-white/60 px-3 py-2\\\">{{ idx + 1 }}. {{ name }}</li></ol>\\n      </article>\\n    </section>\\n\\n    <section class=\\\"rounded-2xl border border-amber-300 bg-amber-50 p-5\\\" data-test=\\\"category-cleanup-preview\\\">\\n      <div class=\\\"flex flex-wrap items-center justify-between gap-3\\\"><div><h2 class=\\\"text-lg font-semibold text-slate-950\\\">Expense Cleanup Preview</h2><p class=\\\"text-xs text-slate-600\\\">Dry-run: zeigt Mapping, Review-Pflicht und leere Kategorien. Confirm erst nach Runtime-Backup.</p></div><div class=\\\"flex gap-2\\\"><button class=\\\"btn-primary\\\" @click=\\\"loadCleanupPreview\\\">Cleanup Preview</button><button class=\\\"btn danger\\\" :disabled=\\\"!cleanupPreview\\\" @click=\\\"confirmCleanup\\\">Confirm Migration</button></div></div>\\n      <div v-if=\\\"cleanupPreview\\\" class=\\\"mt-4 grid gap-3 text-sm md:grid-cols-3\\\">\\n        <p class=\\\"rounded-xl bg-white/70 p-3\\\">Automatisch umhängbar: <strong>{{ cleanupPreview.auto_mappings?.length || 0 }}</strong></p>\\n        <p class=\\\"rounded-xl bg-white/70 p-3\\\">Reviewpflichtig: <strong>{{ cleanupPreview.review_required?.length || 0 }}</strong></p>\\n        <p class=\\\"rounded-xl bg-white/70 p-3\\\">Leer: <strong>{{ cleanupPreview.empty_categories?.length || 0 }}</strong></p>\\n      </div>\\n    </section>\\n\\n    <section class=\\\"grid gap-5 xl:grid-cols-[1fr_26rem]\\\">\\n      <div class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n        <div class=\\\"flex flex-wrap items-center justify-between gap-3\\\"><div><h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategoriebaum</h2><p class=\\\"text-xs text-slate-500\\\">Desktop: Drag & Drop. Mobile: ↑/↓ Buttons.</p></div><button class=\\\"btn-primary\\\" data-test=\\\"save-category-order\\\" @click=\\\"saveExpenseOrder\\\">Sortierung speichern</button></div>\\n        <ul class=\\\"mt-4 space-y-2 text-sm text-slate-700\\\" data-test=\\\"category-tree\\\">\\n          <li v-for=\\\"item in flatTree\\\" :key=\\\"item.category_id\\\" :draggable=\\\"item.category_type === 'expense' && item.is_active\\\" class=\\\"cursor-pointer rounded-xl border border-slate-200 p-3 hover:bg-slate-100/50\\\" :class=\\\"selected?.category_id === item.category_id ? 'border-cyan-500/60 bg-cyan-500/10' : ''\\\" :style=\\\"{ marginLeft: `${item.level * 1.25}rem` }\\\" @click=\\\"selectCategory(item)\\\" @dragstart=\\\"dragStart(item)\\\" @dragover.prevent @drop=\\\"dropOn(item)\\\">\\n            <div class=\\\"flex items-center justify-between gap-3\\\">\\n              <span><span class=\\\"font-medium text-slate-950\\\">{{ item.name }}</span><span class=\\\"text-slate-500\\\"> · {{ item.category_type }} · </span><span :class=\\\"item.is_active ? 'text-emerald-700' : 'text-slate-500'\\\">{{ item.is_active ? 'aktiv' : 'inaktiv' }}</span><span class=\\\"text-slate-400\\\"> · #{{ item.sort_order ?? 0 }}</span></span>\\n              <span class=\\\"text-xs text-slate-500\\\">{{ item.transaction_count || 0 }} Buchungen · {{ item.active_plan_count || 0 }} Pläne</span>\\n            </div>\\n            <div v-if=\\\"item.category_type === 'expense' && item.is_active\\\" class=\\\"mt-2 flex gap-2 md:hidden\\\"><button class=\\\"btn\\\" @click.stop=\\\"moveExpense(item, -1)\\\">↑</button><button class=\\\"btn\\\" @click.stop=\\\"moveExpense(item, 1)\\\">↓</button></div>\\n          </li>\\n        </ul>\\n      </div>\\n\\n      <aside class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\" data-test=\\\"category-detail\\\">\\n        <h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie-Detail</h2>\\n        <p v-if=\\\"!selected\\\" class=\\\"mt-4 text-sm text-slate-500\\\">Kategorie anklicken.</p>\\n        <div v-else class=\\\"mt-4 space-y-4 text-sm text-slate-700\\\">\\n          <input v-model=\\\"edit.name\\\" data-test=\\\"edit-category-name\\\" class=\\\"field w-full\\\" />\\n          <select v-model=\\\"edit.category_type\\\" class=\\\"field w-full\\\"><option value=\\\"income\\\">income</option><option value=\\\"expense\\\">expense</option><option value=\\\"transfer\\\">transfer</option><option value=\\\"neutral\\\">neutral</option></select>\\n          <select v-model=\\\"edit.parent_category_id\\\" class=\\\"field w-full\\\"><option value=\\\"\\\">Ohne Parent</option><option v-for=\\\"c in parentOptions\\\" :key=\\\"c.category_id\\\" :value=\\\"c.category_id\\\">{{ indentName(c) }}</option></select>\\n          <input v-model.number=\\\"edit.sort_order\\\" class=\\\"field w-full\\\" type=\\\"number\\\" placeholder=\\\"Sortierung\\\" />\\n          <dl class=\\\"space-y-2\\\"><div><dt class=\\\"text-slate-500\\\">Aktivstatus</dt><dd>{{ selected.is_active ? 'aktiv' : 'inaktiv' }}</dd></div><div><dt class=\\\"text-slate-500\\\">Buchungen</dt><dd>{{ selected.transaction_count || 0 }}</dd></div><div><dt class=\\\"text-slate-500\\\">Unterkategorien</dt><dd>{{ selected.children?.length || 0 }}</dd></div><div><dt class=\\\"text-slate-500\\\">Budgetpläne</dt><dd>{{ selected.active_plan_count || 0 }}</dd></div><div><dt class=\\\"text-slate-500\\\">Merchants/Rules</dt><dd>{{ selected.merchant_count || 0 }} / {{ selected.rule_count || 0 }}</dd></div></dl>\\n          <div class=\\\"flex flex-wrap gap-2\\\"><button class=\\\"btn-primary\\\" data-test=\\\"update-category\\\" @click=\\\"saveSelected\\\">Umbenennen/Ändern</button><button class=\\\"btn\\\" @click=\\\"newChild\\\">Neue Unterkategorie</button><button class=\\\"btn\\\" :disabled=\\\"!selected.is_active\\\" data-test=\\\"archive-category\\\" @click=\\\"archiveSelected\\\">Archivieren</button><button v-if=\\\"canDeleteSelected\\\" class=\\\"btn danger\\\" data-test=\\\"delete-category\\\" @click=\\\"deleteSelected\\\">Leere Kategorie löschen</button><button v-else class=\\\"btn danger\\\" data-test=\\\"archive-instead-of-delete\\\" @click=\\\"archiveSelected\\\">Archivieren statt Löschen</button></div>\\n        </div>\\n      </aside>\\n    </section>\\n\\n    <section class=\\\"rounded-2xl border border-slate-200 bg-white/70 p-5\\\">\\n      <div class=\\\"flex items-center justify-between\\\"><div><h2 class=\\\"text-lg font-semibold text-slate-950\\\">Kategorie-Konsolidierungs-Preview</h2><p class=\\\"text-xs text-slate-500\\\">Keine automatische Zusammenführung. Preview zeigt mögliche Dopplungen.</p></div><button class=\\\"btn-primary\\\" @click=\\\"loadMergePreview\\\">Merge Preview</button></div>\\n      <div v-if=\\\"mergePreview\\\" class=\\\"mt-4 space-y-3 text-sm text-slate-700\\\"><p>{{ mergePreview.summary }}</p><article v-for=\\\"s in mergePreview.suggestions\\\" :key=\\\"s.target_category_id\\\" class=\\\"rounded-xl border border-slate-200 p-3\\\"><p><strong class=\\\"text-slate-950\\\">Ziel:</strong> {{ s.target_name }}</p><p><strong class=\\\"text-slate-950\\\">Quellen:</strong> {{ s.source_names.join(', ') }}</p><button class=\\\"mt-2 btn\\\" @click=\\\"confirmMerge(s)\\\">Confirm Merge</button></article><p v-if=\\\"!mergePreview.suggestions.length\\\" class=\\\"text-slate-500\\\">Keine exakten Dopplungen gefunden.</p></div>\\n    </section>\\n  </section>\\n</template>\\n<script setup lang=\\\"ts\\\">\\nimport { computed, onMounted, reactive, ref } from 'vue'\\nimport { archiveBudgetCategory, confirmBudgetCategory, confirmBudgetCategoryCleanup, confirmBudgetCategoryMerge, deleteEmptyBudgetCategory, getBudgetCategories, previewBudgetCategory, previewBudgetCategoryCleanup, previewBudgetCategoryMerges, reorderBudgetCategories, updateBudgetCategory, type BudgetCategory, type BudgetPreview } from '@/api/budget'\\nimport { formatMoney } from '@/utils/formatters'\\ntype CategoryRow = BudgetCategory & { level: number }\\nconst categories = ref<BudgetCategory[]>([])\\nconst selected = ref<CategoryRow | null>(null)\\nconst message = ref('')\\nconst error = ref('')\\nconst categoryPreview = ref<BudgetPreview | null>(null)\\nconst cleanupPreview = ref<(Record<string, unknown> & { payload?: Record<string, unknown>; auto_mappings?: Array<Record<string, unknown>>; review_required?: Array<Record<string, unknown>>; empty_categories?: Array<Record<string, unknown>> }) | null>(null)\\nconst mergePreview = ref<{ summary: string; suggestions: Array<{ target_category_id: string; target_name: string; source_category_ids: string[]; source_names: string[] }> } | null>(null)\\nconst form = reactive({ name: '', category_type: 'expense', parent_category_id: '', sort_order: 999, color: '', icon: '' })\\nconst canonicalIncome = ['Lohn Marcel', 'Lohn Melanie', 'Bonus', 'Rückerstattung', 'Sonstige Einnahmen']\\nconst canonicalExpenses = ['Essen & Haushalt', 'Versicherungen Wohnen', 'Versicherungen Leben', 'Krankenkasse', 'Auto Melanie', 'Wohnen', 'Elektronische Medien', 'Weiterbildung & Musik', 'Gesundheit', 'Haustiere', 'Steuern', 'Spenden', 'Hobbys & Selfcare', 'Liegenschaftsunterhalt', 'Liegenschaftsinvestitionen', 'Einmalige Anschaffungen', 'Kleider und Schuhe']\\nconst edit = reactive({ name: '', category_type: 'expense', parent_category_id: '', sort_order: 999 })\\nconst dragId = ref('')\\nconst flatTree = computed<CategoryRow[]>(() => { const out: CategoryRow[] = []; const walk = (items: BudgetCategory[], level: number) => items.forEach((item) => { out.push({ ...item, level }); walk(item.children || [], level + 1) }); walk(categories.value, 0); return out })\\nconst expenseOrder = computed(() => flatTree.value.filter(c => c.category_type === 'expense' && c.is_active && c.level === 0).sort((a, b) => (a.sort_order ?? 999) - (b.sort_order ?? 999) || a.name.localeCompare(b.name)))\\nconst parentOptions = computed(() => flatTree.value.filter(c => c.category_id !== selected.value?.category_id))\\nconst canDeleteSelected = computed(() => !!selected.value && !selected.value.transaction_count && !(selected.value.children?.length) && !selected.value.active_plan_count && !selected.value.merchant_count && !selected.value.rule_count)\\nfunction indentName(category: CategoryRow) { return `${'— '.repeat(category.level)}${category.name}` }\\nfunction findInTree(items: BudgetCategory[], id: string): BudgetCategory | null { for (const item of items) { if (item.category_id === id) return item; const found = findInTree(item.children || [], id); if (found) return found } return null }\\nasync function load() { categories.value = await getBudgetCategories(); if (selected.value) { const fresh = flatTree.value.find(c => c.category_id === selected.value?.category_id); if (fresh) selectCategory(fresh) } }\\nfunction categoryPayload() { return { name: form.name, category_type: form.category_type, parent_category_id: form.parent_category_id || null, sort_order: form.sort_order || 999, color: form.color || null, icon: form.icon || null } }\\nasync function previewCategory() { error.value = ''; categoryPreview.value = await previewBudgetCategory(categoryPayload()) }\\nasync function confirmCategory() { if (!categoryPreview.value) return; const result = await confirmBudgetCategory(categoryPreview.value.payload); message.value = `${result.message} · Audit-Log geschrieben`; categoryPreview.value = null; form.name = ''; await load() }\\nfunction selectCategory(item: CategoryRow) { selected.value = item; edit.name = item.name; edit.category_type = item.category_type; edit.parent_category_id = item.parent_category_id || ''; edit.sort_order = item.sort_order ?? 999 }\\nasync function saveSelected() { if (!selected.value) return; const result = await updateBudgetCategory(selected.value.category_id, { ...edit, parent_category_id: edit.parent_category_id || null, change_note: 'Kategoriebaum Detail' }); message.value = `${result.message} · Audit-Log geschrieben`; await load() }\\nfunction newChild() { if (!selected.value) return; form.parent_category_id = selected.value.category_id; form.category_type = selected.value.category_type; form.name = '' ; message.value = 'Parent für neue Unterkategorie gesetzt.' }\\nasync function archiveSelected() { if (!selected.value) return; const result = await archiveBudgetCategory(selected.value.category_id); message.value = `${result.message} · Audit-Log geschrieben`; await load() }\\nasync function deleteSelected() { if (!selected.value) return; try { const result = await deleteEmptyBudgetCategory(selected.value.category_id); message.value = `${result.message} · Audit-Log geschrieben`; selected.value = null; await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Kategorie ist nicht leer; bitte archivieren.' } }\\nasync function loadCleanupPreview() { cleanupPreview.value = await previewBudgetCategoryCleanup() }\\nasync function confirmCleanup() { if (!cleanupPreview.value?.payload) return; const result = await confirmBudgetCategoryCleanup(cleanupPreview.value.payload); message.value = `Kategorie-Migration bestätigt · Audit ${result.audit_id}`; cleanupPreview.value = null; await load() }\\nfunction dragStart(item: CategoryRow) { dragId.value = item.category_id }\\nfunction dropOn(target: CategoryRow) { if (!dragId.value || target.category_type !== 'expense') return; const ids = expenseOrder.value.map(c => c.category_id); const from = ids.indexOf(dragId.value); const to = ids.indexOf(target.category_id); if (from < 0 || to < 0 || from === to) return; const [moved] = ids.splice(from, 1); ids.splice(to, 0, moved); applyLocalOrder(ids); dragId.value = '' }\\nfunction moveExpense(item: CategoryRow, delta: number) { const ids = expenseOrder.value.map(c => c.category_id); const from = ids.indexOf(item.category_id); const to = from + delta; if (from < 0 || to < 0 || to >= ids.length) return; const [moved] = ids.splice(from, 1); ids.splice(to, 0, moved); applyLocalOrder(ids) }\\nfunction applyLocalOrder(ids: string[]) { ids.forEach((id, idx) => { const node = findInTree(categories.value, id); if (node) node.sort_order = (idx + 1) * 10 }) }\\nasync function saveExpenseOrder() { const ids = expenseOrder.value.map(c => c.category_id); const result = await reorderBudgetCategories(ids); message.value = `Sortierung gespeichert · ${result.updated_count} Änderungen · Audit-Log geschrieben`; await load() }\\nasync function loadMergePreview() { mergePreview.value = await previewBudgetCategoryMerges() }\\nasync function confirmMerge(s: { target_category_id: string; source_category_ids: string[] }) { const result = await confirmBudgetCategoryMerge({ target_category_id: s.target_category_id, source_category_ids: s.source_category_ids, note: 'Kategorie-Konsolidierung Preview Confirm' }); message.value = `${result.message} · ${result.moved_transactions} Buchungen umgehängt`; await load(); await loadMergePreview() }\\nonMounted(async () => { try { await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Kategorien nicht verfügbar' } })\\n</script>\\n<style scoped>.field{border-radius:.75rem;border:1px solid #cbd5e1;background:#ffffff;padding:.6rem .75rem;color:#172033}.btn,.btn-primary{border-radius:.75rem;border:1px solid #cbd5e1;padding:.55rem .8rem;color:#475569}.btn-primary{background:rgb(6 182 212 / .18);border-color:rgb(34 211 238 / .4);color:#0e7490}.danger{border-color:rgb(239 68 68 / .5);color:#b91c1c}button:disabled{opacity:.45}</style>\\n\"}"
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      "name": "write_file",
      "content": "{\"bytes_written\": 17834, \"dirs_created\": true, \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_0abTxNxTdLyGjGWr6AtmT7NY"
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    {
      "role": "assistant",
      "content": "Kategorien-Seite ist erweitert. Ich passe jetzt Review-Tabs für Duplikate/Covered-by-Source an.",
      "reasoning": "**Updating TypeScript Elements**\n\nI see that I need to clean up some TypeScript code. It looks like I might have an unused `formatMoney` function, so I’ll remove that import. I should also think about updating the frontend tests because the existing ones might catch any issues. Lastly, I need to create a duplicate UI for the review page and do a search in the files to help find what I need. Let’s get to it!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Updating TypeScript Elements**\n\nI see that I need to clean up some TypeScript code. It looks like I might have an unused `formatMoney` function, so I’ll remove that import. I should also think about updating the frontend tests because the existing ones might catch any issues. Lastly, I need to create a duplicate UI for the review page and do a search in the files to help find what I need. Let’s get to it!",
      "codex_reasoning_items": [
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Erst Confirm erzeugt eine Budgetbuchung; Transfers zählen nicht als Einnahmen/Ausgaben.</p>\\n     7|    </header>\\n     8|\\n     9|    <Message v-if=\\\"message\\\" severity=\\\"success\\\" :closable=\\\"false\\\">{{ message }}</Message>\\n    10|    <Message v-if=\\\"error\\\" severity=\\\"error\\\" :closable=\\\"false\\\">{{ error }}</Message>\\n    11|\\n    12|    <div class=\\\"grid gap-3 md:grid-cols-4 xl:grid-cols-7\\\">\\n    13|      <Card v-for=\\\"card in summaryCards\\\" :key=\\\"card.label\\\" data-test=\\\"candidate-summary-card\\\">\\n    14|        <template #content><p class=\\\"text-xs font-semibold uppercase tracking-wide text-slate-500\\\">{{ card.label }}</p><p class=\\\"mt-2 text-2xl font-bold text-slate-900\\\">{{ card.value }}</p></template>\\n    15|      </Card>\\n    16|    </div>\\n    17|\\n    18|    <Card>\\n    19|      <template #content>\\n    20|        <Tabs v-model:value=\\\"activeTab\\\" @update:value=\\\"setTab(String($event))\\\">\\n    21|          <TabList><Tab v-for=\\\"tab in tabs\\\" :key=\\\"tab.key\\\" :value=\\\"tab.key\\\">{{ tab.label }}</Tab></TabList>\\n    22|        </Tabs>\\n    23|        <Toolbar class=\\\"mt-4\\\">\\n    24|          <template #start><div class=\\\"flex flex-wrap gap-2\\\">\\n    25|            <Select v-model=\\\"confirmAccount\\\" :options=\\\"accountOptions.filter(o => o.value)\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" placeholder=\\\"Confirm-Konto\\\" class=\\\"w-48\\\" />\\n    26|            <Select v-model=\\\"filters.budget_year\\\" :options=\\\"yearOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" class=\\\"w-40\\\" />\\n    27|            <Select v-model=\\\"status\\\" :options=\\\"statusOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" placeholder=\\\"Status\\\" class=\\\"w-44\\\" />\\n    28|            <Select v-model=\\\"bulkCategory\\\" :options=\\\"categoryOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" placeholder=\\\"Bulk-Kategorie\\\" filter class=\\\"w-56\\\" />\\n    29|            <InputText v-model=\\\"filters.merchant\\\" placeholder=\\\"Händler\\\" class=\\\"w-36\\\" />\\n    30|            <InputText v-model=\\\"filters.source_type\\\" placeholder=\\\"Quelle\\\" class=\\\"w-36\\\" />\\n    31|            <Button label=\\\"Filtern\\\" icon=\\\"pi pi-filter\\\" severity=\\\"secondary\\\" @click=\\\"load\\\" />\\n    32|            <Button label=\\\"Bankeingänge neu klassifizieren\\\" icon=\\\"pi pi-refresh\\\" severity=\\\"info\\\" @click=\\\"reclassifyIncome\\\" />\\n    33|          </div></template>\\n    34|        </Toolbar>\\n    35|        <Toolbar class=\\\"mt-3\\\">\\n    36|          <template #start><div class=\\\"flex flex-wrap items-center gap-2\\\"><Tag :value=\\\"`Ausgewählt: ${selectedIds.length}`\\\" severity=\\\"info\\\" rounded /><Button label=\\\"Auswahl Kategorie zuweisen\\\" severity=\\\"secondary\\\" :disabled=\\\"!selectedIds.length || !bulkCategory\\\" 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<Message v-if=\\\"batchErrors.length\\\" class=\\\"mt-3\\\" severity=\\\"error\\\" :closable=\\\"false\\\">Fehler pro Kandidat: {{ batchErrors.length }}</Message>\\n    41|\\n    42|        <DataTable :value=\\\"candidates\\\" data-test=\\\"candidate-review-table\\\" size=\\\"small\\\" paginator :rows=\\\"25\\\" responsiveLayout=\\\"scroll\\\" dataKey=\\\"transaction_candidate_id\\\" class=\\\"mt-4\\\">\\n    43|          <Column headerStyle=\\\"width:3rem\\\"><template #header><input type=\\\"checkbox\\\" :checked=\\\"allVisibleSelected\\\" @change=\\\"toggleAll\\\" /></template><template #body=\\\"slotProps\\\"><input v-model=\\\"selected\\\" :value=\\\"slotProps.data.transaction_candidate_id\\\" type=\\\"checkbox\\\" /></template></Column>\\n    44|          <Column field=\\\"transaction_date\\\" header=\\\"Datum\\\" sortable><template #body=\\\"slotProps\\\"><span data-test=\\\"candidate-date-group\\\">{{ slotProps.data.transaction_date || '—' }}</span></template></Column>\\n    45|          <Column header=\\\"Quelle\\\"><template #body=\\\"slotProps\\\"><span>{{ slotProps.data.source_type }}</span><small class=\\\"block text-slate-500\\\">{{ slotProps.data.source_file_label }}</small></template></Column>\\n    46|          <Column header=\\\"Händler/Beschreibung\\\"><template #body=\\\"slotProps\\\"><strong>{{ slotProps.data.merchant || slotProps.data.description }}</strong><small class=\\\"block text-slate-500\\\">{{ slotProps.data.description }}</small></template></Column>\\n    47|          <Column header=\\\"Betrag\\\" bodyClass=\\\"amount-cell\\\"><template #body=\\\"slotProps\\\">{{ slotProps.data.amount_original || '—' }} {{ slotProps.data.currency_original }}</template></Column>\\n    48|          <Column header=\\\"Kategorie\\\"><template #body=\\\"slotProps\\\"><Select :modelValue=\\\"slotProps.data.proposed_category_id || ''\\\" :options=\\\"categoryOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" filter placeholder=\\\"Review nötig\\\" class=\\\"w-56\\\" @update:modelValue=\\\"setCategory(slotProps.data, String($event))\\\" /><Button class=\\\"mt-1\\\" label=\\\"+ Kategorie\\\" size=\\\"small\\\" text @click=\\\"openNewCategory(slotProps.data)\\\" /></template></Column>\\n    49|          <Column header=\\\"Typ\\\"><template #body=\\\"slotProps\\\"><Tag :value=\\\"typeLabel(slotProps.data)\\\" severity=\\\"info\\\" rounded /><small class=\\\"block text-slate-500\\\">{{ transferHint(slotProps.data) }}</small></template></Column>\\n    50|          <Column header=\\\"Confidence\\\"><template #body=\\\"slotProps\\\"><Tag :value=\\\"slotProps.data.confidence\\\" :severity=\\\"confidenceSeverity(slotProps.data.confidence)\\\" rounded /></template></Column>\\n    51|          <Column header=\\\"Grund / Geldfluss\\\"><template #body=\\\"slotProps\\\"><Tag :value=\\\"slotProps.data.rule_name || slotProps.data.classification || '—'\\\" severity=\\\"secondary\\\" /><small class=\\\"block text-slate-500\\\">{{ slotProps.data.review_reason || slotProps.data.notes }}</small><small class=\\\"block text-slate-500\\\">Von Konto: {{ slotProps.data.account_source || slotProps.data.source_type }} · Zu Konto: {{ suggestedTargetAccount(slotProps.data) }}</small><small class=\\\"block text-slate-500\\\">Gegenbuchung gefunden: {{ counterBookingHint(slotProps.data) }}</small></template></Column>\\n    52|          <Column header=\\\"Status\\\"><template #body=\\\"slotProps\\\"><Tag :value=\\\"statusLabel(slotProps.data.status)\\\" :severity=\\\"statusSeverity(slotProps.data.status)\\\" rounded /></template></Column>\\n    53|          <Column header=\\\"Aktionen\\\"><template #body=\\\"slotProps\\\"><div class=\\\"flex flex-wrap gap-1\\\"><Button v-if=\\\"canConfirm(slotProps.data)\\\" label=\\\"Bestätigen\\\" size=\\\"small\\\" @click=\\\"confirmItem(slotProps.data)\\\" /><Button v-if=\\\"canForceConfirmDuplicate(slotProps.data)\\\" label=\\\"Trotzdem bestätigen\\\" size=\\\"small\\\" severity=\\\"warn\\\" @click=\\\"confirmItem(slotProps.data, true)\\\" /><Button label=\\\"Ignorieren\\\" size=\\\"small\\\" severity=\\\"secondary\\\" @click=\\\"ignoreItem(slotProps.data.transaction_candidate_id)\\\" /><Button label=\\\"Transfer\\\" size=\\\"small\\\" severity=\\\"warn\\\" @click=\\\"markType(slotProps.data, 'transfer')\\\" /><Button label=\\\"Investment Transfer\\\" size=\\\"small\\\" severity=\\\"warn\\\" @click=\\\"markType(slotProps.data, 'investment_transfer')\\\" /><Button label=\\\"Kreditkartenausgleich\\\" size=\\\"small\\\" severity=\\\"warn\\\" @click=\\\"markType(slotProps.data, 'credit_card_payment')\\\" /><Button label=\\\"Splitten\\\" size=\\\"small\\\" severity=\\\"info\\\" @click=\\\"openSplit(slotProps.data)\\\" /><Button label=\\\"Details\\\" size=\\\"small\\\" text @click=\\\"detail=slotProps.data\\\" /></div></template></Column>\\n    54|          <template #empty>Keine Kandidaten.</template>\\n    55|        </DataTable>\\n    56|      </template>\\n    57|    </Card>\\n    58|\\n    59|    <Dialog v-model:visible=\\\"detailVisible\\\" modal header=\\\"Kandidat Details\\\" :style=\\\"{ width: 'min(720px, 96vw)' }\\\">\\n    60|      <div v-if=\\\"detail\\\" class=\\\"space-y-4\\\"><h2 class=\\\"text-2xl font-bold text-slate-900\\\">{{ detail.merchant || detail.description }}</h2><dl class=\\\"space-y-2 text-sm\\\"><div v-for=\\\"row in detailRows\\\" :key=\\\"row[0]\\\" class=\\\"border-b border-slate-100 pb-2\\\"><dt class=\\\"font-semibold text-slate-500\\\">{{ row[0] }}</dt><dd>{{ row[1] || '—' }}</dd></div></dl></div>\\n    61|      <section v-if=\\\"newCategoryFor\\\" class=\\\"mt-5 rounded-xl border border-cyan-200 p-4\\\"><h3 class=\\\"font-semibold text-slate-900\\\">Neue Kategorie erstellen</h3><InputText v-model=\\\"newCategory.name\\\" class=\\\"mt-3 w-full\\\" placeholder=\\\"Name\\\" /><Select v-model=\\\"newCategory.parent_category_id\\\" :options=\\\"categoryOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" class=\\\"mt-3 w-full\\\" placeholder=\\\"Parent\\\" /><Select v-model=\\\"newCategory.category_type\\\" :options=\\\"['expense','income','transfer','neutral']\\\" class=\\\"mt-3 w-full\\\" /><Button class=\\\"mt-3\\\" label=\\\"Kategorie erstellen & zuordnen\\\" @click=\\\"createCategoryFromReview\\\" /></section>\\n    62|      <section v-if=\\\"splitCandidate\\\" class=\\\"mt-5 rounded-xl border border-amber-200 p-4\\\"><h3 class=\\\"font-semibold text-slate-900\\\">Split erstellen</h3><div v-for=\\\"(split, idx) in splits\\\" :key=\\\"idx\\\" class=\\\"mt-3 grid gap-2 md:grid-cols-4\\\"><Select v-model=\\\"split.category_id\\\" :options=\\\"categoryOptions\\\" optionLabel=\\\"label\\\" optionValue=\\\"value\\\" placeholder=\\\"Kategorie\\\" /><InputText v-model=\\\"split.amount_original\\\" placeholder=\\\"Betrag\\\" /><InputText v-model=\\\"split.tag\\\" placeholder=\\\"Tag\\\" /><InputText v-model=\\\"split.note\\\" placeholder=\\\"Notiz\\\" /></div><p class=\\\"mt-3 text-sm\\\" :class=\\\"splitMatches ? 'text-emerald-700' : 'text-rose-700'\\\">Split-Summe: {{ splitTotalText }} · Differenz: {{ splitDiffText }}</p><Button class=\\\"mt-3\\\" label=\\\"Zeile +\\\" severity=\\\"secondary\\\" @click=\\\"splits.push({ category_id:'', amount_original:'', tag:'', note:'' })\\\" /><Button class=\\\"ml-2 mt-3\\\" label=\\\"Split Preview/Confirm\\\" :disabled=\\\"!splitMatches\\\" @click=\\\"confirmSplit\\\" /></section>\\n    63|    </Dialog>\\n    64|  </section>\\n    65|</template>\\n    66|<script setup lang=\\\"ts\\\">\\n    67|import { computed, onMounted, reactive, ref } from 'vue'\\n    68|import Button from 'primevue/button'\\n    69|import Card from 'primevue/card'\\n    70|import Column from 'primevue/column'\\n    71|import DataTable from 'primevue/datatable'\\n    72|import Dialog from 'primevue/dialog'\\n    73|import InputText from 'primevue/inputtext'\\n    74|import Message from 'primevue/message'\\n    75|import Select from 'primevue/select'\\n    76|import Tab from 'primevue/tab'\\n    77|import TabList from 'primevue/tablist'\\n    78|import Tabs from 'primevue/tabs'\\n    79|import Tag from 'primevue/tag'\\n    80|import Toolbar from 'primevue/toolbar'\\n    81|import { useConfirm } from 'primevue/useconfirm'\\n    82|import { useToast } from 'primevue/usetoast'\\n    83|import { batchBudgetTransactionCandidates, confirmBudgetTransactionCandidate, confirmBudgetTransactionCandidateSplit, createReviewCategoryForCandidate, getBudgetAccounts, getBudgetCategories, getBudgetTransactionCandidateSummary, getBudgetTransactionCandidates, ignoreBudgetTransactionCandidate, markBudgetTransactionCandidateType, previewBatchBudgetTransactionCandidates, reclassifyBankIncomeCandidates, updateBudgetTransactionCandidateCategory, type BudgetAccount, type BudgetCategory, type BudgetReviewSummary, type BudgetTransactionCandidate } from '@/api/budget'\\n    84|const candidates = ref<BudgetTransactionCandidate[]>([]); const accounts = ref<BudgetAccount[]>([]); const categories = ref<BudgetCategory[]>([]); const selected = ref<string[]>([])\\n    85|const toast = useToast(); const confirm = useConfirm()\\n    86|const summary = ref<BudgetReviewSummary | null>(null); const status = ref(''); const activeTab = ref(''); const bulkCategory = ref(''); const confirmAccount = ref(''); const error = ref(''); const message = ref('')\\n    87|const batchPreview = ref<{ preview_id: string; count: number; categories: Record<string, number>; conflicts: Array<Record<string, unknown>> } | null>(null); const batchErrors = ref<Array<{ candidate_id?: unknown; error?: unknown }>>([])\\n    88|const detail = ref<BudgetTransactionCandidate | null>(null); const splitCandidate = ref<BudgetTransactionCandidate | null>(null); const newCategoryFor = ref<BudgetTransactionCandidate | null>(null)\\n    89|const filters = reactive({ budget_year: '2026', source_type: '', category_id: '', merchant: '', rule: '', min_confidence: '', date_from: '', date_to: '', amount_min: '', amount_max: '', sort_by: 'created_at', sort_dir: 'desc' })\\n    90|const newCategory = reactive({ name: '', parent_category_id: '', category_type: 'expense' }); const splits = ref([{ category_id: '', amount_original: '', tag: '', note: '' }, { category_id: '', amount_original: '', tag: '', note: '' }])\\n    91|const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'visa', label: 'VISA' }, { key: 'migros', label: 'Migros' }, { key: 'raiffeisen', label: 'Raiffeisen' }, { key: 'akb', label: 'AKB' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'income', label: 'Einkommen erkannt' }, { key: 'possible_income', label: 'Mögliche Einkommen' }, { key: 'transfers', label: 'Interne Transfers' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'duplicates', label: 'Duplikate' }, { key: 'review', label: 'Review nötig' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n    92|const yearOptions = [{ label: 'Budgetjahr 2026', value: '2026' }, { label: 'Referenzjahr 2025', value: '2025' }]\\n    93|const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\\n    94|const statusOptions = [{ label: 'offene Kandidaten', value: '' }, ...['pending','auto_categorized','needs_review','duplicate_candidate','transfer_candidate','ignored'].map(v => ({ label: statusLabelMap[v] || v, value: v }))]\\n    95|const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\n    96|const accountOptions = computed(() => [{ label: 'Confirm-Konto wählen', value: '' }, ...accounts.value.map(a => ({ label: a.name, value: a.budget_account_id }))])\\n    97|const categoryOptions = computed(() => [{ label: 'Review nötig', value: '' }, ...flatCategories.value.map(c => ({ label: c.name, value: c.category_id }))])\\n    98|const selectedIds = computed(() => selected.value); const allVisibleSelected = computed(() => candidates.value.length > 0 && candidates.value.every(c => selected.value.includes(c.transaction_candidate_id)))\\n    99|const detailVisible = computed({ get: () => !!detail.value, set: (v: boolean) => { if (!v) { detail.value = null; splitCandidate.value = null; newCategoryFor.value = null } } })\\n   100|const summaryCards = computed(() => [{ label: 'Offen total', value: summary.value?.open_total ?? 0 }, { label: 'Auto', value: summary.value?.auto_categorized ?? 0 }, { label: 'Review nötig', value: summary.value?.review_needed ?? 0 }, { label: 'Galaxus', value: summary.value?.galaxus_digitec ?? 0 }, { label: 'Migros', value: summary.value?.migros_over_50 ?? 0 }, { label: 'Unklar', value: summary.value?.unclear ?? 0 }, { label: 'Duplikate', value: summary.value?.possible_duplicates ?? 0 }])\\n   101|const hiddenDetailKeys = new Set(['rule_id', 'raw_fingerprint', 'dedupe_key', 'internal_status', 'source_row_hash'])\\n   102|const detailRows = computed(() => detail.value ? Object.entries(detail.value).filter(([k]) => !hiddenDetailKeys.has(k)).map(([k, v]) => [k, k === 'status' ? statusLabel(String(v || '')) : String(v ?? '')]) : [])\\n   103|function money(value: string | undefined) { const n = Number(String(value || '0').replace(',', '.')); return Number.isFinite(n) ? n : 0 }\\n   104|const splitTotal = computed(() => splits.value.reduce((sum, s) => sum + money(s.amount_original), 0))\\n   105|const splitCandidateAmount = computed(() => money(splitCandidate.value?.amount_original || '0'))\\n   106|const splitDiff = computed(() => Number((splitCandidateAmount.value - splitTotal.value).toFixed(2)))\\n   107|const splitMatches = computed(() => !!splitCandidate.value && Math.abs(splitDiff.value) < 0.005 && splits.value.filter(s => s.category_id && s.amount_original).length >= 2)\\n   108|const splitTotalText = computed(() => splitTotal.value.toFixed(2))\\n   109|const splitDiffText = computed(() => splitDiff.value.toFixed(2))\\n   110|function notifySuccess(detail: string) { toast.add({ severity: 'success', summary: 'Erfolg', detail, life: 4500 }) }\\n   111|function notifyError(detail: string) { toast.add({ severity: 'error', summary: 'Fehler', detail, life: 7000 }) }\\n   112|function askRisky(messageText: string, accept: () => void) { confirm.require({ header: 'Bitte bestätigen', message: messageText, icon: 'pi pi-exclamation-triangle', acceptLabel: 'Bestätigen', rejectLabel: 'Abbrechen', accept }) }\\n   113|function confidenceSeverity(value: string) { return Number(value || 0) >= .85 ? 'success' : Number(value || 0) >= .6 ? 'warn' : 'danger' }\\n   114|function statusLabel(value: string) { return statusLabelMap[value] || value || '—' }\\n   115|function statusSeverity(value: string) { return value.includes('review') || value.includes('pending') || value.includes('duplicate') ? 'warn' : value.includes('ignored') ? 'secondary' : value.includes('transfer') ? 'info' : 'success' }\\n   116|function transferHint(item: BudgetTransactionCandidate) { const c = String(item.classification || ''); if (c === 'investment_transfer') return 'zählt nicht in Budget-Ausgaben/Einnahmen · Ziel: True Wealth Cash'; if (c === 'credit_card_payment') return 'Kreditkartenausgleich verhindert Doppelzählung'; if (c.includes('transfer') || item.status === 'transfer_candidate') return 'interner Transfer · kein Einkommen/keine Ausgabe'; return 'produktive Buchung erst nach Confirm' }\\n   117|function suggestedTargetAccount(item: BudgetTransactionCandidate) { const c = String(item.classification || ''); if (c === 'investment_transfer') return 'True Wealth Cash'; if (c === 'credit_card_payment') return 'VISA/Kreditkarte'; if (c.includes('transfer') || item.status === 'transfer_candidate') return 'Haushaltskonto/Gegenkonto'; return '—' }\\n   118|function counterBookingHint(item: BudgetTransactionCandidate) { return item.linked_candidate_id ? 'ja' : 'nein/noch nicht verknüpft' }\\n   119|function typeLabel(item: BudgetTransactionCandidate) { const c = item.classification || ''; if (c === 'income_candidate') return 'income'; if (c === 'investment_transfer') return 'investment_transfer'; if (c === 'credit_card_payment') return 'credit_card_payment'; if (c.includes('transfer')) return 'transfer'; if (item.status?.startsWith('covered')) return 'covered_by_source'; return 'expense' }\\n   120|async function load() { candidates.value = await getBudgetTransactionCandidates(status.value, activeTab.value, filters); summary.value = await getBudgetTransactionCandidateSummary(filters.budget_year); selected.value = selected.value.filter(id => candidates.value.some(c => c.transaction_candidate_id === id)); batchPreview.value = null }\\n   121|async function refreshAll() { categories.value = await getBudgetCategories(); accounts.value = await getBudgetAccounts(); await load() }\\n   122|async function setTab(tab: string) { activeTab.value = tab; await load() }\\n   123|async function reclassifyIncome() { askRisky('Vorhandene AKB/Raiffeisen-Kandidaten neu klassifizieren? Es werden keine Buchungen bestätigt.', async () => { const result = await reclassifyBankIncomeCandidates(filters.budget_year); message.value = `Bankeingänge neu klassifiziert: ${(result as any).income_candidate_count ?? 0} Einkommen, ${(result as any).possible_income_count ?? 0} mögliche Einkommen, ${(result as any).transfer_candidate_count ?? 0} Transfers.`; notifySuccess(message.value); await load() }) }\\n   124|function toggleAll() { selected.value = allVisibleSelected.value ? [] : candidates.value.map(c => c.transaction_candidate_id) }\\n   125|function canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','covered_by_source','superseded','transfer_candidate','duplicate_candidate','duplicate','confirmed','ignored','reference_2025','archived_reference'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\\n   126|function canForceConfirmDuplicate(item: BudgetTransactionCandidate) { return ['duplicate_candidate','duplicate'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\\n   127|async function confirmItem(item: BudgetTransactionCandidate, allowDuplicate = false) { if (!confirmAccount.value) { error.value = 'Confirm-Konto fehlt.'; notifyError(error.value); return } askRisky(allowDuplicate ? 'Mögliches Duplikat trotzdem produktiv bestätigen? Audit wird geschrieben.' : 'Diesen Kandidaten produktiv bestätigen? Audit wird geschrieben.', async () => { try { const isIncome = ['income_candidate','possible_income'].includes(String(item.classification || '')); const result = await confirmBudgetTransactionCandidate(item.transaction_candidate_id, { account_id: confirmAccount.value, category_id: item.proposed_category_id, transaction_type: isIncome ? 'income' : 'expense', budget_year: filters.budget_year, allow_duplicate: allowDuplicate }); message.value = `Kandidat bestätigt. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; error.value=''; notifySuccess(message.value); await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Confirm fehlgeschlagen'; notifyError(error.value) } }) }\\n   128|async function setCategory(item: BudgetTransactionCandidate, categoryId: string) { if (!categoryId) return; await updateBudgetTransactionCandidateCategory(item.transaction_candidate_id, categoryId, 'Inline category override'); message.value = 'Kategorie aktualisiert.'; await load() }\\n   129|async function bulkSetCategory() { const result = await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'category', category_id: bulkCategory.value, budget_year: filters.budget_year, note: 'Bulk category assignment' }); batchErrors.value = ((result as any).errors || []) as any; message.value='Auswahl kategorisiert.'; await load() }\\n   130|async function previewBatchConfirm() { if (!confirmAccount.value) { error.value='Confirm-Konto fehlt.'; return } batchErrors.value=[]; batchPreview.value = await previewBatchBudgetTransactionCandidates(selected.value, confirmAccount.value, filters.budget_year); error.value='' }\\n   131|async function confirmBatchPreview() { if (!batchPreview.value) return; askRisky('Bulk Confirm ausführen? Teilfehler werden angezeigt, Audit wird geschrieben.', async () => { try { const result = await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'confirm', account_id: confirmAccount.value, preview_id: batchPreview.value?.preview_id, budget_year: filters.budget_year }); batchErrors.value = ((result as any).errors || []) as any; message.value=`Batch Confirm ausgeführt. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); selected.value=[]; await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Batch Confirm fehlgeschlagen'; notifyError(error.value) } }) }\\n   132|async function bulkIgnore() { askRisky('Auswahl ignorieren? Audit wird geschrieben.', async () => { const result = await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'ignore' }); message.value=`Auswahl ignoriert. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); selected.value=[]; await load() }) }\\n   133|async function bulkReopen() { askRisky('Auswahl wieder öffnen? Audit wird geschrieben.', async () => { const result = await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'reopen' }); message.value=`Auswahl wieder geöffnet. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); selected.value=[]; await load() }) }\\n   134|async function bulkTransfer() { askRisky('Auswahl als Transfer markieren? Keine produktive Buchung.', async () => { const result = await batchBudgetTransactionCandidates({ candidate_ids: selected.value, action: 'transfer' }); message.value=`Auswahl als Transfer markiert. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); selected.value=[]; await load() }) }\\n   135|async function ignoreItem(id: string) { askRisky('Kandidat ignorieren? Audit wird geschrieben.', async () => { const result = await ignoreBudgetTransactionCandidate(id, 'User review ignored'); message.value=`Kandidat ignoriert. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); await load() }) }\\n   136|async function markType(item: BudgetTransactionCandidate, candidateType: 'transfer' | 'investment_transfer' | 'credit_card_payment') { askRisky('Kandidat umklassifizieren? Keine produktive Buchung, Audit wird geschrieben.', async () => { const result = await markBudgetTransactionCandidateType(item.transaction_candidate_id, candidateType, `User marked ${candidateType}`); message.value=`Typ aktualisiert. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); await load() }) }\\n   137|function openSplit(item: BudgetTransactionCandidate) { detail.value=item; splitCandidate.value=item; newCategoryFor.value=null; splits.value=[{ category_id:'', amount_original:'', tag:'', note:'' }, { category_id:'', amount_original:'', tag:'', note:'' }] }\\n   138|function openNewCategory(item: BudgetTransactionCandidate) { detail.value=item; newCategoryFor.value=item; splitCandidate.value=null; newCategory.name='' }\\n   139|async function createCategoryFromReview() { if (!newCategoryFor.value) return; await createReviewCategoryForCandidate(newCategoryFor.value.transaction_candidate_id, newCategory); message.value='Kategorie erstellt und zugeordnet.'; detail.value=null; await refreshAll() }\\n   140|async function confirmSplit() { if (!splitCandidate.value || !confirmAccount.value) { error.value='Split benötigt Kandidat und Confirm-Konto.'; notifyError(error.value); return } askRisky('Split bestätigen? Mehrere Buchungen werden erstellt, Audit wird geschrieben.', async () => { try { const result = await confirmBudgetTransactionCandidateSplit(splitCandidate.value!.transaction_candidate_id, { account_id: confirmAccount.value, splits: splits.value.filter(s => s.category_id && s.amount_original) }); message.value=`Split bestätigt und auditiert. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; notifySuccess(message.value); detail.value=null; await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Split Confirm fehlgeschlagen'; notifyError(error.value) } }) }\\n   141|onMounted(async () => { try { await refreshAll() } catch (e) { error.value = e instanceof Error ? e.message : 'Buchungen prüfen nicht verfügbar' } })\\n   142|</script>\\n   143|\", \"total_lines\": 142, \"file_size\": 27130, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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    {
      "role": "assistant",
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      "reasoning": "**Considering patch updates**\n\nI need to focus on the patch tabs and ensure that the canConfirm function includes the auto_ignored parameter. I'll make sure to include a status label as well. I’m thinking summarizing these updates clearly will help keep everything organized and make it easier to understand what changes are being made. This feels like a good step towards improving the overall functionality. Now, I just need to finalize the details!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering patch updates**\n\nI need to focus on the patch tabs and ensure that the canConfirm function includes the auto_ignored parameter. I'll make sure to include a status label as well. I’m thinking summarizing these updates clearly will help keep everything organized and make it easier to understand what changes are being made. This feels like a good step towards improving the overall functionality. Now, I just need to finalize the details!",
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              "text": "**Considering patch updates**\n\nI need to focus on the patch tabs and ensure that the canConfirm function includes the auto_ignored parameter. I'll make sure to include a status label as well. I’m thinking summarizing these updates clearly will help keep everything organized and make it easier to understand what changes are being made. This feels like a good step towards improving the overall functionality. Now, I just need to finalize the details!"
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\",\"old_string\":\"const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'visa', label: 'VISA' }, { key: 'migros', label: 'Migros' }, { key: 'raiffeisen', label: 'Raiffeisen' }, { key: 'akb', label: 'AKB' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'income', label: 'Einkommen erkannt' }, { key: 'possible_income', label: 'Mögliche Einkommen' }, { key: 'transfers', label: 'Interne Transfers' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'duplicates', label: 'Duplikate' }, { key: 'review', label: 'Review nötig' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"}"
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      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n@@ -88,7 +88,7 @@\\n const detail = ref<BudgetTransactionCandidate | null>(null); const splitCandidate = ref<BudgetTransactionCandidate | null>(null); const newCategoryFor = ref<BudgetTransactionCandidate | null>(null)\\n const filters = reactive({ budget_year: '2026', source_type: '', category_id: '', merchant: '', rule: '', min_confidence: '', date_from: '', date_to: '', amount_min: '', amount_max: '', sort_by: 'created_at', sort_dir: 'desc' })\\n const newCategory = reactive({ name: '', parent_category_id: '', category_type: 'expense' }); const splits = ref([{ category_id: '', amount_original: '', tag: '', note: '' }, { category_id: '', amount_original: '', tag: '', note: '' }])\\n-const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'visa', label: 'VISA' }, { key: 'migros', label: 'Migros' }, { key: 'raiffeisen', label: 'Raiffeisen' }, { key: 'akb', label: 'AKB' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'income', label: 'Einkommen erkannt' }, { key: 'possible_income', label: 'Mögliche Einkommen' }, { key: 'transfers', label: 'Interne Transfers' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'duplicates', label: 'Duplikate' }, { key: 'review', label: 'Review nötig' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n+const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n const yearOptions = [{ label: 'Budgetjahr 2026', value: '2026' }, { label: 'Referenzjahr 2025', value: '2025' }]\\n const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\\n const statusOptions = [{ label: 'offene Kandidaten', value: '' }, ...['pending','auto_categorized','needs_review','duplicate_candidate','transfer_candidate','ignored'].map(v => ({ label: statusLabelMap[v] || v, value: v }))]\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_4uxNfAv4q32AnVUaA39UlNGq"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
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      "tool_calls": [
        {
          "id": "call_r8nJnL9OT7DH9ulBdxxiYAZ5",
          "call_id": "call_r8nJnL9OT7DH9ulBdxxiYAZ5",
          "response_item_id": "fc_08efd988e539badb016a0b631bf91481919ea5d6cda5a7baf7",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', auto_ignored_duplicate: 'Automatisch ignoriertes Duplikat', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\",\"old_string\":\"const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"}"
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      ]
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    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n@@ -90,7 +90,7 @@\\n const newCategory = reactive({ name: '', parent_category_id: '', category_type: 'expense' }); const splits = ref([{ category_id: '', amount_original: '', tag: '', note: '' }, { category_id: '', amount_original: '', tag: '', note: '' }])\\n const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n const yearOptions = [{ label: 'Budgetjahr 2026', value: '2026' }, { label: 'Referenzjahr 2025', value: '2025' }]\\n-const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\\n+const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', auto_ignored_duplicate: 'Automatisch ignoriertes Duplikat', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\\n const statusOptions = [{ label: 'offene Kandidaten', value: '' }, ...['pending','auto_categorized','needs_review','duplicate_candidate','transfer_candidate','ignored'].map(v => ({ label: statusLabelMap[v] || v, value: v }))]\\n const flatCategories = computed(() => { const out: BudgetCategory[] = []; const walk = (items: BudgetCategory[]) => items.forEach(i => { out.push(i); walk(i.children || []) }); walk(categories.value); return out })\\n const accountOptions = computed(() => [{ label: 'Confirm-Konto wählen', value: '' }, ...accounts.value.map(a => ({ label: a.name, value: a.budget_account_id }))])\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"function canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','transfer_candidate','duplicate_candidate','duplicate','confirmed','ignored','reference_2025','archived_reference'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\",\"old_string\":\"function canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','covered_by_source','superseded','transfer_candidate','duplicate_candidate','duplicate','confirmed','ignored','reference_2025','archived_reference'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"}"
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    {
      "role": "tool",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n@@ -122,7 +122,7 @@\\n async function setTab(tab: string) { activeTab.value = tab; await load() }\\n async function reclassifyIncome() { askRisky('Vorhandene AKB/Raiffeisen-Kandidaten neu klassifizieren? Es werden keine Buchungen bestätigt.', async () => { const result = await reclassifyBankIncomeCandidates(filters.budget_year); message.value = `Bankeingänge neu klassifiziert: ${(result as any).income_candidate_count ?? 0} Einkommen, ${(result as any).possible_income_count ?? 0} mögliche Einkommen, ${(result as any).transfer_candidate_count ?? 0} Transfers.`; notifySuccess(message.value); await load() }) }\\n function toggleAll() { selected.value = allVisibleSelected.value ? [] : candidates.value.map(c => c.transaction_candidate_id) }\\n-function canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','covered_by_source','superseded','transfer_candidate','duplicate_candidate','duplicate','confirmed','ignored','reference_2025','archived_reference'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\\n+function canConfirm(item: BudgetTransactionCandidate) { return !['covered_by_migros','covered_by_source','auto_ignored_duplicate','superseded','transfer_candidate','duplicate_candidate','duplicate','confirmed','ignored','reference_2025','archived_reference'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\\n function canForceConfirmDuplicate(item: BudgetTransactionCandidate) { return ['duplicate_candidate','duplicate'].includes(item.status) && String(item.transaction_date || '').startsWith(filters.budget_year) && (!!item.proposed_category_id || ['income_candidate','possible_income'].includes(String(item.classification || ''))) }\\n async function confirmItem(item: BudgetTransactionCandidate, allowDuplicate = false) { if (!confirmAccount.value) { error.value = 'Confirm-Konto fehlt.'; notifyError(error.value); return } askRisky(allowDuplicate ? 'Mögliches Duplikat trotzdem produktiv bestätigen? Audit wird geschrieben.' : 'Diesen Kandidaten produktiv bestätigen? Audit wird geschrieben.', async () => { try { const isIncome = ['income_candidate','possible_income'].includes(String(item.classification || '')); const result = await confirmBudgetTransactionCandidate(item.transaction_candidate_id, { account_id: confirmAccount.value, category_id: item.proposed_category_id, transaction_type: isIncome ? 'income' : 'expense', budget_year: filters.budget_year, allow_duplicate: allowDuplicate }); message.value = `Kandidat bestätigt. Audit: ${(result as any).audit_id ?? 'geschrieben'}`; error.value=''; notifySuccess(message.value); await load() } catch (e) { error.value = e instanceof Error ? e.message : 'Confirm fehlgeschlagen'; notifyError(error.value) } }) }\\n async function setCategory(item: BudgetTransactionCandidate, categoryId: string) { if (!categoryId) return; await updateBudgetTransactionCandidateCategory(item.transaction_candidate_id, categoryId, 'Inline category override'); message.value = 'Kategorie aktualisiert.'; await load() }\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
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          "function": {
            "name": "read_file",
            "arguments": "{\"limit\":170,\"offset\":1,\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"}"
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      "content": "{\"content\": \"     1|from __future__ import annotations\\n     2|\\n     3|from sqlite3 import Connection\\n     4|\\n     5|from fastapi import HTTPException\\n     6|from jarvis_finance.audit.log import record_audit_event\\n     7|from jarvis_finance.services.budget_common import new_id, now, row_to_dict\\n     8|\\n     9|CATEGORY_TYPES = {\\\"income\\\", \\\"expense\\\", \\\"transfer\\\", \\\"neutral\\\"}\\n    10|\\n    11|\\n    12|def _audit_safe(payload: dict) -> dict:\\n    13|    return {k: v for k, v in payload.items() if k not in {\\\"category_id\\\", \\\"tag_id\\\"}}\\n    14|\\n    15|\\n    16|def _normalise_payload(payload: dict) -> dict:\\n    17|    name = str(payload.get(\\\"name\\\") or \\\"\\\").strip()\\n    18|    if not name:\\n    19|        raise HTTPException(status_code=422, detail=\\\"name is required\\\")\\n    20|    category_type = str(payload.get(\\\"category_type\\\") or \\\"expense\\\").strip().lower()\\n    21|    if category_type not in CATEGORY_TYPES:\\n    22|        raise HTTPException(status_code=422, detail=\\\"invalid category_type\\\")\\n    23|    sort_order = int(payload.get(\\\"sort_order\\\") or 0)\\n    24|    return {\\n    25|        \\\"category_id\\\": payload.get(\\\"category_id\\\") or new_id(\\\"bcat\\\"),\\n    26|        \\\"parent_category_id\\\": payload.get(\\\"parent_category_id\\\") or None,\\n    27|        \\\"name\\\": name,\\n    28|        \\\"category_type\\\": category_type,\\n    29|        \\\"color\\\": payload.get(\\\"color\\\") or None,\\n    30|        \\\"icon\\\": payload.get(\\\"icon\\\") or None,\\n    31|        \\\"sort_order\\\": sort_order,\\n    32|    }\\n    33|\\n    34|\\n    35|def create_category_preview(conn: Connection, payload: dict) -> dict:\\n    36|    normalised = _normalise_payload(payload)\\n    37|    if normalised[\\\"parent_category_id\\\"]:\\n    38|        parent = conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (normalised[\\\"parent_category_id\\\"],)).fetchone()\\n    39|        if not parent:\\n    40|            raise HTTPException(status_code=422, detail=\\\"parent category not found\\\")\\n    41|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"{normalised['name']} · {normalised['category_type']}\\\", \\\"warnings\\\": [], \\\"payload\\\": normalised}\\n    42|\\n    43|\\n    44|def confirm_create_category(conn: Connection, payload: dict) -> dict:\\n    45|    normalised = _normalise_payload(payload)\\n    46|    existing = conn.execute(\\n    47|        \\\"\\\"\\\"\\n    48|        SELECT category_id FROM budget_categories\\n    49|        WHERE lower(name)=lower(?) AND COALESCE(parent_category_id, '')=COALESCE(?, '') AND is_active=1\\n    50|        ORDER BY sort_order LIMIT 1\\n    51|        \\\"\\\"\\\",\\n    52|        (normalised[\\\"name\\\"], normalised[\\\"parent_category_id\\\"]),\\n    53|    ).fetchone()\\n    54|    if existing:\\n    55|        conn.execute(\\\"UPDATE budget_categories SET color=COALESCE(?, color), icon=COALESCE(?, icon), updated_at=? WHERE category_id=?\\\", (normalised[\\\"color\\\"], normalised[\\\"icon\\\"], now(), str(existing[\\\"category_id\\\"])))\\n    56|        audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"idempotent_confirm\\\", entity_type=\\\"budget_category\\\", entity_id=str(existing[\\\"category_id\\\"]), new_values={\\\"deduplicated\\\": True, \\\"name\\\": normalised[\\\"name\\\"]}, created_by=\\\"user\\\")\\n    57|        conn.commit()\\n    58|        return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": str(existing[\\\"category_id\\\"]), \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie bereits vorhanden\\\"}\\n    59|    ts = now()\\n    60|    conn.execute(\\n    61|        \\\"\\\"\\\"\\n    62|        INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at)\\n    63|        VALUES (?, ?, ?, ?, ?, ?, 1, ?, ?, ?)\\n    64|        \\\"\\\"\\\",\\n    65|        (normalised[\\\"category_id\\\"], normalised[\\\"parent_category_id\\\"], normalised[\\\"name\\\"], normalised[\\\"category_type\\\"], normalised[\\\"color\\\"], normalised[\\\"icon\\\"], normalised[\\\"sort_order\\\"], ts, ts),\\n    66|    )\\n    67|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"create\\\", entity_type=\\\"budget_category\\\", entity_id=normalised[\\\"category_id\\\"], new_values=normalised, created_by=\\\"user\\\")\\n    68|    conn.commit()\\n    69|    return {\\\"status\\\": \\\"confirmed\\\", \\\"entity_id\\\": normalised[\\\"category_id\\\"], \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie gespeichert\\\"}\\n    70|\\n    71|\\n    72|def update_category(conn: Connection, category_id: str, payload: dict) -> dict:\\n    73|    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n    74|    if not row:\\n    75|        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n    76|    old = row_to_dict(row)\\n    77|    name = str(payload.get(\\\"name\\\") or row[\\\"name\\\"]).strip()\\n    78|    category_type = str(payload.get(\\\"category_type\\\") or row[\\\"category_type\\\"]).strip().lower()\\n    79|    if category_type not in CATEGORY_TYPES:\\n    80|        raise HTTPException(status_code=422, detail=\\\"invalid category_type\\\")\\n    81|    parent_category_id = payload.get(\\\"parent_category_id\\\", row[\\\"parent_category_id\\\"])\\n    82|    if parent_category_id in (\\\"\\\", category_id):\\n    83|        parent_category_id = None\\n    84|    if parent_category_id and not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (parent_category_id,)).fetchone():\\n    85|        raise HTTPException(status_code=422, detail=\\\"parent category not found\\\")\\n    86|    sort_order = int(payload.get(\\\"sort_order\\\", row[\\\"sort_order\\\"] or 0))\\n    87|    ts = now()\\n    88|    conn.execute(\\n    89|        \\\"UPDATE budget_categories SET name=?, category_type=?, parent_category_id=?, sort_order=?, color=?, icon=?, updated_at=? WHERE category_id=?\\\",\\n    90|        (name, category_type, parent_category_id, sort_order, payload.get(\\\"color\\\", row[\\\"color\\\"]), payload.get(\\\"icon\\\", row[\\\"icon\\\"]), ts, category_id),\\n    91|    )\\n    92|    new_values = {\\\"name\\\": name, \\\"category_type\\\": category_type, \\\"parent_category_id\\\": parent_category_id, \\\"sort_order\\\": sort_order}\\n    93|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"update\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=old, new_values=new_values, user_text_note=payload.get(\\\"change_note\\\"), created_by=\\\"user\\\")\\n    94|    conn.commit()\\n    95|    return {\\\"status\\\": \\\"updated\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie aktualisiert\\\"}\\n    96|\\n    97|\\n    98|def _category_usage(conn: Connection, category_id: str) -> dict[str, int]:\\n    99|    tx_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_transactions WHERE category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\n   100|    child_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_categories WHERE parent_category_id=?\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\n   101|    plan_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_plan_items WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\n   102|    merchant_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_merchants WHERE default_category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\n   103|    rule_count = int(conn.execute(\\\"SELECT COUNT(*) AS c FROM budget_review_rules WHERE category_id=? AND is_active=1\\\", (category_id,)).fetchone()[\\\"c\\\"] or 0)\\n   104|    return {\\\"transaction_count\\\": tx_count, \\\"child_count\\\": child_count, \\\"active_plan_count\\\": plan_count, \\\"merchant_count\\\": merchant_count, \\\"rule_count\\\": rule_count}\\n   105|\\n   106|\\n   107|def archive_category(conn: Connection, category_id: str) -> dict:\\n   108|    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n   109|    if not row:\\n   110|        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n   111|    ts = now()\\n   112|    conn.execute(\\\"UPDATE budget_categories SET is_active=0, sort_order=999999, updated_at=? WHERE category_id=?\\\", (ts, category_id))\\n   113|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"archive\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), new_values={\\\"is_active\\\": 0, \\\"dashboard_hidden\\\": True}, created_by=\\\"user\\\")\\n   114|    conn.commit()\\n   115|    return {\\\"status\\\": \\\"archived\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorie archiviert\\\"}\\n   116|\\n   117|\\n   118|def delete_empty_category(conn: Connection, category_id: str) -> dict:\\n   119|    row = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (category_id,)).fetchone()\\n   120|    if not row:\\n   121|        raise HTTPException(status_code=404, detail=\\\"category not found\\\")\\n   122|    usage = _category_usage(conn, category_id)\\n   123|    if usage[\\\"transaction_count\\\"] or usage[\\\"child_count\\\"] or usage[\\\"active_plan_count\\\"] or usage[\\\"merchant_count\\\"] or usage[\\\"rule_count\\\"]:\\n   124|        raise HTTPException(status_code=409, detail=\\\"category is not empty; archive instead\\\")\\n   125|    conn.execute(\\\"DELETE FROM budget_categories WHERE category_id=?\\\", (category_id,))\\n   126|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"delete_empty\\\", entity_type=\\\"budget_category\\\", entity_id=category_id, old_values=row_to_dict(row), created_by=\\\"user\\\")\\n   127|    conn.commit()\\n   128|    return {\\\"status\\\": \\\"deleted\\\", \\\"entity_id\\\": category_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Leere Kategorie gelöscht\\\"}\\n   129|\\n   130|\\n   131|def _normalised_name(name: str) -> str:\\n   132|    return \\\"\\\".join(ch for ch in name.lower().replace(\\\"&\\\", \\\"und\\\") if ch.isalnum())\\n   133|\\n   134|\\n   135|def preview_category_merges(conn: Connection) -> dict:\\n   136|    rows = conn.execute(\\\"SELECT category_id, parent_category_id, name, category_type, is_active FROM budget_categories ORDER BY name\\\").fetchall()\\n   137|    groups: dict[tuple[str, str], list[dict]] = {}\\n   138|    for r in rows:\\n   139|        d = row_to_dict(r)\\n   140|        key = (str(d[\\\"category_type\\\"]), _normalised_name(str(d[\\\"name\\\"])))\\n   141|        groups.setdefault(key, []).append(d)\\n   142|    suggestions = []\\n   143|    for (_typ, _key), items in groups.items():\\n   144|        if len(items) > 1:\\n   145|            target = next((x for x in items if x.get(\\\"is_active\\\")), items[0])\\n   146|            sources = [x for x in items if x[\\\"category_id\\\"] != target[\\\"category_id\\\"]]\\n   147|            suggestions.append({\\\"target_category_id\\\": target[\\\"category_id\\\"], \\\"target_name\\\": target[\\\"name\\\"], \\\"source_category_ids\\\": [s[\\\"category_id\\\"] for s in sources], \\\"source_names\\\": [s[\\\"name\\\"] for s in sources]})\\n   148|    return {\\\"preview_id\\\": new_id(\\\"preview\\\"), \\\"summary\\\": f\\\"{len(suggestions)} mögliche Kategorie-Merges\\\", \\\"suggestions\\\": suggestions, \\\"warnings\\\": [\\\"Preview only: Confirm hängt Transaktionen, Budgetpläne und Unterkategorien um und archiviert Quellen.\\\"]}\\n   149|\\n   150|\\n   151|def confirm_category_merge(conn: Connection, payload: dict) -> dict:\\n   152|    target_id = str(payload.get(\\\"target_category_id\\\") or \\\"\\\")\\n   153|    source_ids = [str(x) for x in (payload.get(\\\"source_category_ids\\\") or []) if str(x) and str(x) != target_id]\\n   154|    target = conn.execute(\\\"SELECT * FROM budget_categories WHERE category_id=?\\\", (target_id,)).fetchone()\\n   155|    if not target or not source_ids:\\n   156|        raise HTTPException(status_code=422, detail=\\\"target_category_id and source_category_ids required\\\")\\n   157|    ts = now()\\n   158|    moved_tx = moved_plans = moved_children = 0\\n   159|    for source_id in source_ids:\\n   160|        if not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=?\\\", (source_id,)).fetchone():\\n   161|            continue\\n   162|        moved_tx += conn.execute(\\\"UPDATE budget_transactions SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   163|        moved_plans += conn.execute(\\\"UPDATE budget_plan_items SET category_id=?, updated_at=? WHERE category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   164|        moved_children += conn.execute(\\\"UPDATE budget_categories SET parent_category_id=?, updated_at=? WHERE parent_category_id=?\\\", (target_id, ts, source_id)).rowcount\\n   165|        conn.execute(\\\"UPDATE budget_categories SET is_active=0, updated_at=? WHERE category_id=?\\\", (ts, source_id))\\n   166|    audit_id = record_audit_event(conn, source=\\\"vue_dashboard\\\", action=\\\"merge\\\", entity_type=\\\"budget_category\\\", entity_id=target_id, new_values={\\\"source_category_ids\\\": source_ids, \\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_children\\\": moved_children}, user_text_note=payload.get(\\\"note\\\"), created_by=\\\"user\\\")\\n   167|    conn.commit()\\n   168|    return {\\\"status\\\": \\\"merged\\\", \\\"entity_id\\\": target_id, \\\"audit_id\\\": audit_id, \\\"message\\\": \\\"Kategorien zusammengeführt\\\", \\\"moved_transactions\\\": moved_tx, \\\"moved_budget_plans\\\": moved_plans, \\\"moved_children\\\": moved_children}\\n   169|\\n   170|\\n   171|\", \"total_lines\": 515, \"file_size\": 31998, \"truncated\": true, \"hint\": \"Use offset=171 to continue reading (showing 1-170 of 515 lines)\", \"is_binary\": false, \"is_image\": false}",
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      "content": "{\"content\": \"   170|\\n   171|CANONICAL_INCOME_CATEGORIES = [\\n   172|    \\\"Lohn Marcel\\\",\\n   173|    \\\"Lohn Melanie\\\",\\n   174|    \\\"Gratifikation\\\",\\n   175|    \\\"Sonstige Einnahmen\\\",\\n   176|    \\\"Rückerstattungen\\\",\\n   177|]\\n   178|FINAL_EXPENSE_CATEGORIES = [\\n   179|    \\\"Essen & Haushalt\\\",\\n   180|    \\\"Versicherungen Wohnen\\\",\\n   181|    \\\"Versicherungen Leben\\\",\\n   182|    \\\"Krankenkasse\\\",\\n   183|    \\\"Auto Melanie\\\",\\n   184|    \\\"Wohnen\\\",\\n   185|    \\\"Elektronische Medien\\\",\\n   186|    \\\"Weiterbildung & Musik\\\",\\n   187|    \\\"Gesundheit\\\",\\n   188|    \\\"Haustiere\\\",\\n   189|    \\\"Steuern\\\",\\n   190|    \\\"Spenden\\\",\\n   191|    \\\"Hobbys & Selfcare\\\",\\n   192|    \\\"Liegenschaftsunterhalt\\\",\\n   193|    \\\"Liegenschaftsinvestitionen\\\",\\n   194|    \\\"Einmalige Anschaffungen\\\",\\n   195|    \\\"Kleider und Schuhe\\\",\\n   196|]\\n   197|CANONICAL_EXPENSE_CATEGORIES = FINAL_EXPENSE_CATEGORIES\\n   198|\\n   199|\\n   200|def _canonical_id(name: str, category_type: str) -> str:\\n   201|    return \\\"bcat_\\\" + _normalised_name(f\\\"{category_type}_{name}\\\")[:48]\\n   202|\\n   203|\\n   204|def _ensure_category(conn: Connection, name: str, category_type: str, sort_order: int) -> str:\\n   205|    row = conn.execute(\\\"SELECT category_id FROM budget_categories WHERE lower(name)=lower(?) AND category_type=? AND is_active=1 ORDER BY sort_order LIMIT 1\\\", (name, category_type)).fetchone()\\n   206|    if row:\\n   207|        conn.execute(\\\"UPDATE budget_categories SET parent_category_id=NULL, sort_order=?, updated_at=? WHERE category_id=?\\\", (sort_order, now(), row[\\\"category_id\\\"]))\\n   208|        return str(row[\\\"category_id\\\"])\\n   209|    canonical_id = _canonical_id(name, category_type)\\n   210|    existing_id = conn.execute(\\\"SELECT category_id FROM budget_categories WHERE category_id=?\\\", (canonical_id,)).fetchone()\\n   211|    if existing_id:\\n   212|        conn.execute(\\\"UPDATE budget_categories SET name=?, category_type=?, parent_category_id=NULL, is_active=1, sort_order=?, updated_at=? WHERE category_id=?\\\", (name, category_type, sort_order, now(), canonical_id))\\n   213|        return canonical_id\\n   214|    ts = now()\\n   215|    conn.execute(\\n   216|        \\\"\\\"\\\"\\n   217|        INSERT INTO budget_categories(category_id, parent_category_id, name, category_type, color, icon, is_active, sort_order, created_at, updated_at)\\n   218|        VALUES (?, NULL, ?, ?, NULL, NULL, 1, ?, ?, ?)\\n   219|        \\\"\\\"\\\",\\n   220|        (canonical_id, name, category_type, sort_order, ts, ts),\\n   221|    )\\n   222|    audit_id = record_audit_event(conn, source=\\\"phase110_cleanup\\\", action=\\\"ensure_canonical_category\\\", entity_type=\\\"budget_category\\\", entity_id=canonical_id, new_values={\\\"name\\\": name, \\\"category_type\\\": category_type}, created_by=\\\"system\\\")\\n   223|    return canonical_id\\n   224|\\n   225|\\n   226|\\n   227|_CATEGORY_CLEANUP_ALIASES = {\\n   228|    \\\"Freizeit / Abos / Ausflüge\\\": \\\"Hobbys & Selfcare\\\",\\n   229|    \\\"Freizeit\\\": \\\"Hobbys & Selfcare\\\",\\n   230|    \\\"Abos\\\": \\\"Elektronische Medien\\\",\\n   231|    \\\"Streaming\\\": \\\"Elektronische Medien\\\",\\n   232|    \\\"Mobilität / Auto / Transport\\\": \\\"Auto Melanie\\\",\\n   233|    \\\"Auto\\\": \\\"Auto Melanie\\\",\\n   234|    \\\"Transport\\\": \\\"Auto Melanie\\\",\\n   235|    \\\"Shopping / Kleidung & Elektronik\\\": None,\\n   236|    \\\"Kleidung\\\": \\\"Kleider und Schuhe\\\",\\n   237|    \\\"Kleider\\\": \\\"Kleider und Schuhe\\\",\\n   238|    \\\"Elektronik\\\": \\\"Elektronische Medien\\\",\\n   239|    \\\"Hausrat / Möbel & Garten\\\": \\\"Einmalige Anschaffungen\\\",\\n   240|    \\\"Hausrat\\\": \\\"Einmalige Anschaffungen\\\",\\n   241|    \\\"Möbel\\\": \\\"Einmalige Anschaffungen\\\",\\n   242|    \\\"Garten\\\": \\\"Liegenschaftsunterhalt\\\",\\n   243|    \\\"Versicherungen\\\": \\\"Versicherungen Wohnen\\\",\\n   244|    \\\"Gesundheit / Medizin\\\": \\\"Gesundheit\\\",\\n   245|    \\\"Medizin\\\": \\\"Gesundheit\\\",\\n   246|    \\\"Steuern / Behörden\\\": \\\"Steuern\\\",\\n   247|    \\\"Steuern\\\": \\\"Steuern\\\",\\n   248|    \\\"Spenden\\\": \\\"Spenden\\\",\\n   249|    \\\"Sonstiges / Administration\\\": None,\\n   250|    \\\"Sonstiges\\\": \\\"Einmalige Anschaffungen\\\",\\n   251|    \\\"Review nötig\\\": None,\\n   252|}\\n   253|\\n   254|\\n   255|def _cleanup_target_for(name: str) -> str | None:\\n   256|    if name in FINAL_EXPENSE_CATEGORIES:\\n   257|        return name\\n   258|    if name in _CATEGORY_CLEANUP_ALIASES:\\n   259|        return _CATEGORY_CLEANUP_ALIASES[name]\\n   260|    lname = name.lower()\\n   261|    if \\\"krankenkasse\\\" in lname:\\n   262|        return \\\"Krankenkasse\\\"\\n   263|    if \\\"versicherung\\\" in lname:\\n   264|        return \\\"Versicherungen Wohnen\\\"\\n   265|    if \\\"freizeit\\\" in lname or \\\"hobby\\\" in lname or \\\"selfcare\\\" in lname:\\n   266|        return \\\"Hobbys & Selfcare\\\"\\n   267|    if \\\"medien\\\" in lname or \\\"abo\\\" in lname or \\\"stream\\\" in lname:\\n   268|        return \\\"Elektronische Medien\\\"\\n   269|    if \\\"gesund\\\" in lname or \\\"medizin\\\" in lname:\\n   270|\", \"total_lines\": 515, \"file_size\": 31998, \"truncated\": true, \"hint\": \"Use offset=270 to continue reading (showing 170-269 of 515 lines)\", \"is_binary\": false, \"is_image\": false}",
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          "call_id": "call_TBCSMo9fWDUgsUGrI5t9TgOC",
          "response_item_id": "fc_08efd988e539badb016a0b6366fbb88191b2557a52caccb206",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"npm test -- --run\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"....                                                                     [100%]\\n4 passed in 0.42s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_eywSuBXDsiwMPjFXE6L0oT2C"
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 338ms\\n ✓ src/pages/BudgetIncomePage.test.ts (5 tests) 508ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 536ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 680ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders transactions workflow and confirms via API after preview summary\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1175ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  457ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1609ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  598ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  662ms\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1743ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  942ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  684ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 786ms\\n     ✓ Portfolio page auto-loads asset/platform overview and top positions  382ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 543ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  532ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 447ms\\n ❯ src/pages/BudgetUxV2.test.ts (10 tests | 1 failed) 3743ms\\n     ✓ shows clean Budget, Transaktionen, Analyse and Setup navigation groups without duplicate review pages 283ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1028ms\\n     ✓ renders effective income with grouped confirmed income rows and detail drawer 82ms\\n     × shows review candidates without technical user-mode fields 748ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  602ms\\n     ✓ renders category analysis and links category drilldown to data explorer  344ms\\n     ✓ renders monthly comparison with income expense net cashflow and month detail 171ms\\n     ✓ keeps budget vs actual separated from import review and based on budget status rows 292ms\\n     ✓ shows simplified category buckets and merge preview section 79ms\\n     ✓ renders merchant and rule manager with safe apply/test actions 112ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2727ms\\n     ✓ keeps effective expenses route in desktop, mobile bottom and fallback menu links  379ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1254ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  659ms\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1624ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  1029ms\\n     ✓ opens a detail dialog on row click  593ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 390ms\\n     ✓ loads local runtime data automatically and refreshes on demand  325ms\\n ✓ src/api/client.test.ts (2 tests) 6ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 199ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/budget-vs-actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/yearly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/plans\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/income/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/review\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 267ms\\n ✓ src/utils/formatters.test.ts (2 tests) 16ms\\n ❯ src/pages/BudgetImportProductionV2.test.ts (2 tests | 1 failed) 1290ms\\n     × shows source-aware review tabs and candidate type actions 928ms\\n     ✓ marks a candidate as credit card payment through audited type action  360ms\\n\\n⎯⎯⎯⎯⎯⎯⎯ Failed Tests 2 ⎯⎯⎯⎯⎯⎯⎯\\n\\n FAIL  src/pages/BudgetImportProductionV2.test.ts > Budget Import Production v2 review UI > shows source-aware review tabs and candidate type actions\\nAssertionError: expected 'Ausgaben · Buchungen prüfenBuchungen …' to contain 'Raiffeisen'\\n\\nExpected: \\\"Raiffeisen\\\"\\nReceived: \\\"Ausgaben · Buchungen prüfenBuchungen prüfenImport-Kandidaten mit Quellentabs, Transferlogik und auditierbaren Aktionen. Erst Confirm erzeugt eine Budgetbuchung; Transfers zählen nicht als Einnahmen/Ausgaben.Offen total1Auto0Review nötig1Galaxus0Migros0Unklar0Duplikate0Alle neuenReview nötigAuto-zugeordnetEinkommenTransfersGalaxus/DigitecUnklarMögliche DuplikateAutomatisch ignorierte DuplikateCovered by SourceMigrosVISAGeld EingangNicht Einkommen / TransferKreditkartenausgleichTrue Wealth / Investment TransfersIgnoriert / bereits verarbeitetConfirm-KontoBudgetjahr 2026StatusBulk-KategorieFilternBankeingänge neu klassifizierenAusgewählt: 0Auswahl Kategorie zuweisenBatch Confirm PreviewIgnorierenWieder öffnenTransferDatumQuelleHändler/BeschreibungBetragKategorieTypConfidenceGrund / GeldflussStatusAktionen2026-03-02raiffeisen_bankraiffeisen.csvTrue Wealth EinzahlungTrue Wealth Einzahlung100.00 CHFReview nötig+ Kategorieinvestment_transferzählt nicht in Budget-Ausgaben/Einnahmen · Ziel: True Wealth Cash0.90investment_transfertrue_wealth_investment_transferVon Konto: raiffeisen_bank · Zu Konto: True Wealth CashGegenbuchung gefunden: nein/noch nicht verknüpftMöglicher TransferIgnorierenTransferInvestment TransferKreditkartenausgleichSplittenDetails1\\\"\\n\\n ❯ src/pages/BudgetImportProductionV2.test.ts:39:28\\n     37|     expect(wrapper.text()).toContain('VISA')\\n     38|     expect(wrapper.text()).toContain('Migros')\\n     39|     expect(wrapper.text()).toContain('Raiffeisen')\\n       |                            ^\\n     40|     expect(wrapper.text()).toContain('AKB')\\n     41|     expect(wrapper.text()).toContain('Kreditkartenausgleich')\\n\\n⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[1/2]⎯\\n\\n FAIL  src/pages/BudgetUxV2.test.ts > Budget UX v2 > shows review candidates without technical user-mode fields\\nAssertionError: expected 'Ausgaben · Buchungen prüfenBuchungen …' to contain 'Raiffeisen'\\n\\nExpected: \\\"Raiffeisen\\\"\\nReceived: \\\"Ausgaben · Buchungen prüfenBuchungen prüfenImport-Kandidaten mit Quellentabs, Transferlogik und auditierbaren Aktionen. Erst Confirm erzeugt eine Budgetbuchung; Transfers zählen nicht als Einnahmen/Ausgaben.Offen total2Auto1Review nötig1Galaxus0Migros1Unklar0Duplikate0Alle neuenReview nötigAuto-zugeordnetEinkommenTransfersGalaxus/DigitecUnklarMögliche DuplikateAutomatisch ignorierte DuplikateCovered by SourceMigrosVISAGeld EingangNicht Einkommen / TransferKreditkartenausgleichTrue Wealth / Investment TransfersIgnoriert / bereits verarbeitetConfirm-KontoBudgetjahr 2026StatusBulk-KategorieFilternBankeingänge neu klassifizierenAusgewählt: 0Auswahl Kategorie zuweisenBatch Confirm PreviewIgnorierenWieder öffnenTransferDatumQuelleHändler/BeschreibungBetragKategorieTypConfidenceGrund / GeldflussStatusAktionen2026-05-03credit_card_csvVisa MaiMigrosRohtext Migros 12342.00 CHFEssen & Haushalt+ Kategorieexpenseproduktive Buchung erst nach Confirm0.91—Von Konto: credit_card_csv · Zu Konto: —Gegenbuchung gefunden: nein/noch nicht verknüpftVorgeschlagenBestätigenIgnorierenTransferInvestment TransferKreditkartenausgleichSplittenDetails1\\\"\\n\\n ❯ src/pages/BudgetUxV2.test.ts:149:28\\n    147|     expect(wrapper.text()).toContain('Alle neuen')\\n    148|     expect(wrapper.text()).toContain('VISA')\\n    149|     expect(wrapper.text()).toContain('Raiffeisen')\\n       |                            ^\\n    150|     expect(wrapper.text()).toContain('Kreditkartenausgleich')\\n    151|     expect(wrapper.find('[data-test=\\\"candidate-date-group\\\"]').text()).…\\n\\n⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯[2/2]⎯\\n\\n\\n Test Files  2 failed | 17 passed (19)\\n      Tests  2 failed | 70 passed (72)\\n   Start at  21:07:21\\n   Duration  8.48s (transform 6.59s, setup 4.20s, import 10.47s, tests 18.63s, environment 19.58s)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_TBCSMo9fWDUgsUGrI5t9TgOC"
    },
    {
      "role": "assistant",
      "content": "Frontend-Tests zeigen nur die bewusst entfernten Quellentabs `Raiffeisen`/`AKB` als Regression. Ich nehme sie wieder in die Review-Tabs auf — die neuen Duplikat-Tabs bleiben erhalten.",
      "reasoning": "**Keeping track of labels**\n\nI need to remember to keep the Raiffeisen AKB labels. The patch tabs should be included as well. It seems like the user may have asked for normal tabs, which don't mention VISA or Migros, but still need to test. It makes sense to add those back in. I want to make sure I'm getting this right so I can provide the user with what they need!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Keeping track of labels**\n\nI need to remember to keep the Raiffeisen AKB labels. The patch tabs should be included as well. It seems like the user may have asked for normal tabs, which don't mention VISA or Migros, but still need to test. It makes sense to add those back in. I want to make sure I'm getting this right so I can provide the user with what they need!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqC2N61Q4YDNCpR9Tcx8xUNnWgQIKaOyVPU9b2aMjeGRa7B4xzmd2nBs-po6vwBsZpLXtfb5ok3mWOgfTxmZdn6wLOw8qqn87C-l_EUAKGjKfJcXQ9CW59nhKYJxiq-lDyPIopUaYTksTosAI3k9PG-eyfS9L9ljFniqOuJroYcBWTrN5pKdUM_8SbbthgyJE6_aOPawV68X37cgWsTonLDkaJweO8qzBixdl50Qsa_BmAqeDgoVpqbjAARM5Jlul4wI7MI1pFw7KuT1QtjfTyT6oDvv0zhFzWYyGnc2IjShD6TgRX6Co_LY5hrDWiS2cg4YMXaza96txsOie3l3c7DdkvkArEtqBN5L4HtUApXrzsx9B8Hq6AKmZMzoJD6CbEtOmUgSOP1qh5PweaGzz47s7hHT-E65AI3CAvWYNptOA_ZsJX8VJvqizkTkRdl5M7f21tX9DIHDn1uLpZ2KWNB2B0lqivOqsqbWJ2ps_XJsfiO6hEpYfteNBaBZo60TQXlu7Mjmtxt4ZlHERZk4Q9EkFpRtx2dlTami5D1yEkClaOL9oQGWGkcyXUxUMKzlhjgJC31shTBqSSyzCegclgLSos7u3y48j83FSICEdF9aLdz8_wP8lCjqkf4Q6GaSDjxx3aW2E3rU0gb-hxSIIwYBsvIwh3ZkH8j7yXjJIMfyhlDk8VzA_gpqYyLte--fHv8xd4p3J9t4MuReFyvPLGA_i9aCLNZIdfFJtoq6FsyJOpvBqNWTSGIkvDw_mNJ_lioXwsn_bJ5qcDwm6hp61L6XbcuTdERDUP3BtOZdO4lnkdeoxHet4yO-O5L4BmHk-vC2BF5NdtdWqNAOWd44y1wXJLohqxZGPvLup--4hlRcm-75ogS3M9KaoIWJn0T0MLycQOK1n37M4sZhVG6sNx6Zj3WOmN_BBgAz0u-L-D_I_fjQaeSu_f5rZBxLBGxtn2x6WxAEPX1SISoFmGuEviUVjyawIdcwyYuZlKKNFY6caX-utOS-yQimpzDOq7SRb53WVPq4wHHZnZYy-vGob0gV9NLKN3TDkVaIDqtwjhGygKAU9JHPWm896SYM_ObTck8DXpEqq1uE88DwgMVYyAc1kXRw==",
          "id": "rs_08efd988e539badb016a0b6374aefc8191b6226da67162e606",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Keeping track of labels**\n\nI need to remember to keep the Raiffeisen AKB labels. The patch tabs should be included as well. It seems like the user may have asked for normal tabs, which don't mention VISA or Migros, but still need to test. It makes sense to add those back in. I want to make sure I'm getting this right so I can provide the user with what they need!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Frontend-Tests zeigen nur die bewusst entfernten Quellentabs `Raiffeisen`/`AKB` als Regression. Ich nehme sie wieder in die Review-Tabs auf — die neuen Duplikat-Tabs bleiben erhalten."
            }
          ],
          "id": "msg_08efd988e539badb016a0b637acaf48191aa347f7a20616ce4",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_trMDU6RiT1DkeQRMxrKFkrkb",
          "call_id": "call_trMDU6RiT1DkeQRMxrKFkrkb",
          "response_item_id": "fc_08efd988e539badb016a0b637af100819193abd8793027d877",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'raiffeisen', label: 'Raiffeisen' }, { key: 'akb', label: 'AKB' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\",\"old_string\":\"const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n+++ b//home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\\n@@ -88,7 +88,7 @@\\n const detail = ref<BudgetTransactionCandidate | null>(null); const splitCandidate = ref<BudgetTransactionCandidate | null>(null); const newCategoryFor = ref<BudgetTransactionCandidate | null>(null)\\n const filters = reactive({ budget_year: '2026', source_type: '', category_id: '', merchant: '', rule: '', min_confidence: '', date_from: '', date_to: '', amount_min: '', amount_max: '', sort_by: 'created_at', sort_dir: 'desc' })\\n const newCategory = reactive({ name: '', parent_category_id: '', category_type: 'expense' }); const splits = ref([{ category_id: '', amount_original: '', tag: '', note: '' }, { category_id: '', amount_original: '', tag: '', note: '' }])\\n-const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n+const tabs = [{ key: '', label: 'Alle neuen' }, { key: 'review', label: 'Review nötig' }, { key: 'auto', label: 'Auto-zugeordnet' }, { key: 'income', label: 'Einkommen' }, { key: 'transfers', label: 'Transfers' }, { key: 'galaxus', label: 'Galaxus/Digitec' }, { key: 'unclear', label: 'Unklar' }, { key: 'duplicates', label: 'Mögliche Duplikate' }, { key: 'auto_ignored_duplicates', label: 'Automatisch ignorierte Duplikate' }, { key: 'covered_by_source', label: 'Covered by Source' }, { key: 'migros', label: 'Migros' }, { key: 'visa', label: 'VISA' }, { key: 'raiffeisen', label: 'Raiffeisen' }, { key: 'akb', label: 'AKB' }, { key: 'money_in', label: 'Geld Eingang' }, { key: 'not_income_transfer', label: 'Nicht Einkommen / Transfer' }, { key: 'credit_card_payment', label: 'Kreditkartenausgleich' }, { key: 'investment_transfers', label: 'True Wealth / Investment Transfers' }, { key: 'ignored', label: 'Ignoriert / bereits verarbeitet' }]\\n const yearOptions = [{ label: 'Budgetjahr 2026', value: '2026' }, { label: 'Referenzjahr 2025', value: '2025' }]\\n const statusLabelMap: Record<string, string> = { pending: 'Offen', auto_categorized: 'Vorgeschlagen', needs_review: 'Prüfung nötig', confirmed: 'Bestätigt', ignored: 'Ignoriert', covered_by_source: 'Durch Quelle abgedeckt', covered_by_migros: 'Durch Migros abgedeckt', auto_ignored_duplicate: 'Automatisch ignoriertes Duplikat', duplicate_candidate: 'Mögliches Duplikat', duplicate: 'Mögliches Duplikat', transfer_candidate: 'Möglicher Transfer', superseded: 'Ersetzt', reference_2025: 'Referenz 2025', archived_reference: 'Archivierte Referenz' }\\n const statusOptions = [{ label: 'offene Kandidaten', value: '' }, ...['pending','auto_categorized','needs_review','duplicate_candidate','transfer_candidate','ignored'].map(v => ({ label: statusLabelMap[v] || v, value: v }))]\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/frontend/src/pages/BudgetImportReviewPage.vue\"], \"lint\": {\"status\": \"skipped\", \"message\": \"No linter for .vue files\"}}",
      "tool_call_id": "call_trMDU6RiT1DkeQRMxrKFkrkb"
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    {
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      "content": "",
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        {
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          "call_id": "call_TLqz2ys0EAZot9lJRmUSapcW",
          "response_item_id": "fc_08efd988e539badb016a0b6385a4888191a688fc239f5e182e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"npm test -- --run\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1019ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  533ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  383ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders transactions workflow and confirms via API after preview summary\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1578ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  946ms\\n     ✓ opens a detail dialog on row click  629ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetImportProductionV2.test.ts (2 tests) 1793ms\\n     ✓ shows source-aware review tabs and candidate type actions  985ms\\n     ✓ marks a candidate as credit card payment through audited type action  805ms\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1759ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  687ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  758ms\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1231ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  501ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2789ms\\n     ✓ keeps effective expenses route in desktop, mobile bottom and fallback menu links  373ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1202ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  736ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 654ms\\n     ✓ Portfolio page auto-loads asset/platform overview and top positions  340ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 667ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 748ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  311ms\\n ✓ src/pages/BudgetIncomePage.test.ts (5 tests) 906ms\\n     ✓ shows tabs, household summary, empty editable ERNE template and mobile cards  387ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 4020ms\\n     ✓ shows clean Budget, Transaktionen, Analyse and Setup navigation groups without duplicate review pages  363ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  900ms\\n     ✓ shows review candidates without technical user-mode fields  939ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  699ms\\n     ✓ renders category analysis and links category drilldown to data explorer  427ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 459ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 397ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  383ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 418ms\\n     ✓ loads local runtime data automatically and refreshes on demand  320ms\\n ✓ src/utils/formatters.test.ts (2 tests) 18ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 377ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 174ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/budget-vs-actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/yearly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/plans\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/income/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/review\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 275ms\\n ✓ src/api/client.test.ts (2 tests) 4ms\\n\\n Test Files  19 passed (19)\\n      Tests  72 passed (72)\\n   Start at  21:07:51\\n   Duration  8.55s (transform 6.12s, setup 4.23s, import 10.14s, tests 19.28s, environment 19.70s)\", \"exit_code\": 0, \"error\": null}",
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      "content": "Wichtig: Ich habe gerade einen Safety-Punkt erkannt und korrigiere ihn vor Runtime-Dry-Run: Die Cleanup-*Preview* darf keine Zielkategorien anlegen. Das wäre eine stille Mutation — unbritisch und inakzeptabel. Ich mache Preview jetzt wirklich read-only; Confirm legt erst an.",
      "reasoning": "**Fixing runtime issues**\n\nI need to mark todos for items 2, 4, and 5 as either in progress or done. I should also set up runtime backups and dry runs, needing to create backups. But first, a full pytest is necessary. I realized that the runtime dry-run shouldn't mutate, yet the preview calls _ensure_final_expense_categories and causes mutations, which is against the dry-run approach. I need to ensure that the preview doesn't mutate data. I'll focus on fixing this!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Fixing runtime issues**\n\nI need to mark todos for items 2, 4, and 5 as either in progress or done. I should also set up runtime backups and dry runs, needing to create backups. But first, a full pytest is necessary. I realized that the runtime dry-run shouldn't mutate, yet the preview calls _ensure_final_expense_categories and causes mutations, which is against the dry-run approach. I need to ensure that the preview doesn't mutate data. I'll focus on fixing this!",
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              "type": "summary_text",
              "text": "**Fixing runtime issues**\n\nI need to mark todos for items 2, 4, and 5 as either in progress or done. I should also set up runtime backups and dry runs, needing to create backups. But first, a full pytest is necessary. I realized that the runtime dry-run shouldn't mutate, yet the preview calls _ensure_final_expense_categories and causes mutations, which is against the dry-run approach. I need to ensure that the preview doesn't mutate data. I'll focus on fixing this!"
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"def preview_budget_category_cleanup(conn: Connection) -> dict:\\n    existing_targets = conn.execute(\\\"SELECT category_id, name FROM budget_categories WHERE category_type='expense' AND is_active=1\\\").fetchall()\\n    target_ids = {str(r[\\\"name\\\"]): str(r[\\\"category_id\\\"]) for r in existing_targets if str(r[\\\"name\\\"]) in FINAL_EXPENSE_CATEGORIES}\\n    missing_targets = [name for name in FINAL_EXPENSE_CATEGORIES if name not in target_ids]\",\"old_string\":\"def preview_budget_category_cleanup(conn: Connection) -> dict:\\n    target_ids = _ensure_final_expense_categories(conn)\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"}"
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            "arguments": "{\"mode\":\"replace\",\"new_string\":\"            mappings.append(item | {\\\"target_category_id\\\": target_ids.get(target, _canonical_id(target, \\\"expense\\\"))})\",\"old_string\":\"            mappings.append(item | {\\\"target_category_id\\\": target_ids[target]})\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"}"
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      "role": "tool",
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n@@ -302,7 +302,7 @@\\n         target=_cleanup_target_for(name)\\n         item={\\\"source_category_id\\\": r[\\\"category_id\\\"], \\\"source_name\\\": name, \\\"target_name\\\": target, \\\"usage\\\": usage}\\n         if target:\\n-            mappings.append(item | {\\\"target_category_id\\\": target_ids[target]})\\n+            mappings.append(item | {\\\"target_category_id\\\": target_ids.get(target, _canonical_id(target, \\\"expense\\\"))})\\n         elif sum(usage.values()) == 0:\\n             empty.append(item)\\n         else:\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_2uXExFkp1jhLtZjRwQjF0zJv"
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      "content": "",
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          "id": "call_BYGhoMJKYKEI1zeYtVT4BDJd",
          "call_id": "call_BYGhoMJKYKEI1zeYtVT4BDJd",
          "response_item_id": "fc_08efd988e539badb016a0b63a574fc8191a5e2df6c242e0121",
          "type": "function",
          "function": {
            "name": "patch",
            "arguments": "{\"mode\":\"replace\",\"new_string\":\"        \\\"target_present_count\\\": len(target_ids),\\n        \\\"target_missing_count\\\": len(missing_targets),\\n        \\\"target_missing\\\": missing_targets,\",\"old_string\":\"        \\\"target_present_count\\\": len(target_ids),\",\"path\":\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "patch",
      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n@@ -313,6 +313,8 @@\\n         \\\"target_expense_categories\\\": FINAL_EXPENSE_CATEGORIES,\\n         \\\"active_expense_before_count\\\": len(rows),\\n         \\\"target_present_count\\\": len(target_ids),\\n+        \\\"target_missing_count\\\": len(missing_targets),\\n+        \\\"target_missing\\\": missing_targets,\\n         \\\"auto_mappable_count\\\": len(mappings),\\n         \\\"review_required_count\\\": len(review),\\n         \\\"empty_archive_or_delete_count\\\": len(empty),\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
      "tool_call_id": "call_BYGhoMJKYKEI1zeYtVT4BDJd"
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          "call_id": "call_rbpPNnPc9vn12mKaM78yGVAv",
          "response_item_id": "fc_08efd988e539badb016a0b63abcf848191a706ce4bef7f2f19",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"source ~/jarvis_runtime/finance-system/venv/bin/activate && unset JARVIS_FINANCE_DB_PATH && PYTHONPATH=src pytest tests/unit/test_budget_categories_cleanup_duplicates.py -q && npm test -- --run\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"....                                                                     [100%]\\n4 passed in 0.42s\\nnpm error code ENOENT\\nnpm error syscall open\\nnpm error path /home/agent/.hermes/repos/FinanceManager/package.json\\nnpm error errno -2\\nnpm error enoent Could not read package.json: Error: ENOENT: no such file or directory, open '/home/agent/.hermes/repos/FinanceManager/package.json'\\nnpm error enoent This is related to npm not being able to find a file.\\nnpm error enoent\\nnpm error A complete log of this run can be found in: /home/agent/.npm/_logs/2026-05-18T19_08_30_003Z-debug-0.log\", \"exit_code\": 254, \"error\": null}",
      "tool_call_id": "call_rbpPNnPc9vn12mKaM78yGVAv"
    },
    {
      "role": "assistant",
      "content": "Preview ist jetzt read-only. Der letzte kombinierte Testlauf hatte nur `npm` im falschen Verzeichnis — Backend-Test war grün, Frontend war unmittelbar davor grün. Jetzt erstelle ich das Runtime-Backup und führe den Kategorie-Mapping-Dry-Run aggregiert aus, ohne Beträge auszugeben.",
      "reasoning": "**Checking frontend requirements**\n\nI need to consider that npm is required on the frontend. It’s already passed, so there’s no immediate need, but it would be good to have it ready later. I also want to ensure that I have a runtime backup and perform a dry run. I need to check the database path and plan to use a SQLite backup copy. It's important to remember not to include any real amounts in chat because tool output might inadvertently reveal them. I also need a script count to ensure the backup is complete.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Checking frontend requirements**\n\nI need to consider that npm is required on the frontend. It’s already passed, so there’s no immediate need, but it would be good to have it ready later. I also want to ensure that I have a runtime backup and perform a dry run. I need to check the database path and plan to use a SQLite backup copy. It's important to remember not to include any real amounts in chat because tool output might inadvertently reveal them. I also need a script count to ensure the backup is complete.",
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              "text": "**Checking frontend requirements**\n\nI need to consider that npm is required on the frontend. It’s already passed, so there’s no immediate need, but it would be good to have it ready later. I also want to ensure that I have a runtime backup and perform a dry run. I need to check the database path and plan to use a SQLite backup copy. It's important to remember not to include any real amounts in chat because tool output might inadvertently reveal them. I also need a script count to ensure the backup is complete."
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          ]
        }
      ],
      "codex_message_items": [
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          "role": "assistant",
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          "content": [
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              "text": "Preview ist jetzt read-only. Der letzte kombinierte Testlauf hatte nur `npm` im falschen Verzeichnis — Backend-Test war grün, Frontend war unmittelbar davor grün. Jetzt erstelle ich das Runtime-Backup und führe den Kategorie-Mapping-Dry-Run aggregiert aus, ohne Beträge auszugeben."
            }
          ],
          "id": "msg_08efd988e539badb016a0b63b46c6c81919aa2ee7e2ed36e89",
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      "tool_calls": [
        {
          "id": "call_Q07wCB1WLShuQbmAWOm0kIsa",
          "call_id": "call_Q07wCB1WLShuQbmAWOm0kIsa",
          "response_item_id": "fc_08efd988e539badb016a0b63b4a80c81919987c796278b777d",
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            "name": "todo",
            "arguments": "{\"merge\":true,\"todos\":[{\"content\":\"Backend Kategorie-Cleanup-Service: Preview, Backup-Anforderung, Mapping, Archivieren/Löschen/Reorder, Audit implementieren\",\"id\":\"bccdh-2\",\"status\":\"completed\"},{\"content\":\"Runtime Backup + Kategorie-Mapping-Dry-Run aggregiert ausführen; keine produktive Migration ohne eindeutige Preview/Confirm\",\"id\":\"bccdh-3\",\"status\":\"in_progress\"},{\"content\":\"Kategorien & Tags UI reparieren: Add/Rename/Delete/Archive, Drag&Drop bzw. Mobile Up/Down, Liste/Dropdown reload\",\"id\":\"bccdh-4\",\"status\":\"completed\"},{\"content\":\"Duplicate Handling: sichere Duplikate auto-ausblenden, mögliche Duplikate separat, Migros covered_by_migros aus normalem Review\",\"id\":\"bccdh-5\",\"status\":\"completed\"}]}"
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    },
    {
      "role": "tool",
      "name": "todo",
      "content": "{\"todos\": [{\"id\": \"bccdh-0\", \"content\": \"Preflight: Branch/Git-Status prüfen, neuen Sprint-Branch anlegen, Kategorie-/Duplikat-Code und Runtime-DB read-only inventarisieren\", \"status\": \"completed\"}, {\"id\": \"bccdh-1\", \"content\": \"RED-Tests für finale Kategorien, CRUD/Audit, Sortierung, Dropdown-Reihenfolge und Duplicate-Handling schreiben und Fehlerbild verifizieren\", \"status\": \"completed\"}, {\"id\": \"bccdh-2\", \"content\": \"Backend Kategorie-Cleanup-Service: Preview, Backup-Anforderung, Mapping, Archivieren/Löschen/Reorder, Audit implementieren\", \"status\": \"completed\"}, {\"id\": \"bccdh-3\", \"content\": \"Runtime Backup + Kategorie-Mapping-Dry-Run aggregiert ausführen; keine produktive Migration ohne eindeutige Preview/Confirm\", \"status\": \"in_progress\"}, {\"id\": \"bccdh-4\", \"content\": \"Kategorien & Tags UI reparieren: Add/Rename/Delete/Archive, Drag&Drop bzw. Mobile Up/Down, Liste/Dropdown reload\", \"status\": \"completed\"}, {\"id\": \"bccdh-5\", \"content\": \"Duplicate Handling: sichere Duplikate auto-ausblenden, mögliche Duplikate separat, Migros covered_by_migros aus normalem Review\", \"status\": \"completed\"}, {\"id\": \"bccdh-6\", \"content\": \"Tests/Build/Scans: compile, pytest, npm test, npm build, source/build secret scan, Git-Safety, diff-check\", \"status\": \"pending\"}, {\"id\": \"bccdh-7\", \"content\": \"Dashboard mit korrekter Tailscale API-Base neu starten, Browser sanity, Commit & Push, Abschlussbericht\", \"status\": \"pending\"}], \"summary\": {\"total\": 8, \"pending\": 2, \"in_progress\": 1, \"completed\": 5, \"cancelled\": 0}}",
      "tool_call_id": "call_Q07wCB1WLShuQbmAWOm0kIsa"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_7VJOgxXNcktFHZ3M86jwAqIN",
          "call_id": "call_7VJOgxXNcktFHZ3M86jwAqIN",
          "response_item_id": "fc_08efd988e539badb016a0b63be1dc881918384b0acad4e94b8",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nexport JARVIS_FINANCE_RUNTIME_DIR=~/jarvis_runtime/finance-system\\nDB=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nBACKUP_DIR=\\\"$HOME/jarvis_runtime/finance-system/backups/category_cleanup\\\"\\nmkdir -p \\\"$BACKUP_DIR\\\"\\nTS=$(date -u +%Y%m%dT%H%M%SZ)\\nBACKUP=\\\"$BACKUP_DIR/finance_before_category_cleanup_${TS}.sqlite3\\\"\\npython - <<'PY' \\\"$DB\\\" \\\"$BACKUP\\\"\\nimport sqlite3, sys\\nsrc, dst=sys.argv[1], sys.argv[2]\\nsource=sqlite3.connect(src)\\ntarget=sqlite3.connect(dst)\\nsource.backup(target)\\ntarget.close(); source.close()\\nprint('backup_created=yes')\\nprint('backup_path='+dst)\\nPY\\nPYTHONPATH=src python - <<'PY'\\nfrom jarvis_finance.config import get_settings\\nfrom jarvis_finance.storage.database import connect\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.services.budget_categories import preview_budget_category_cleanup\\nsettings=get_settings()\\nconn=connect(settings.database_path)\\napply_migrations(conn)\\np=preview_budget_category_cleanup(conn)\\n# no amounts, no raw transaction data\\nfor key in ['active_expense_before_count','target_present_count','target_missing_count','categories_with_transactions_count','categories_with_budget_plans_count','categories_with_merchant_or_rule_count','auto_mappable_count','review_required_count','empty_archive_or_delete_count','income_category_count']:\\n    print(f'{key}={p.get(key)}')\\nprint('target_missing=' + ', '.join(p.get('target_missing') or []))\\nprint('auto_mapping_names=' + '; '.join(f\\\"{m.get('source_name')} -> {m.get('target_name')}\\\" for m in p.get('auto_mappings', [])))\\nprint('review_required_names=' + '; '.join(str(m.get('source_name')) for m in p.get('review_required', [])))\\nprint('empty_names=' + '; '.join(str(m.get('source_name')) for m in p.get('empty_categories', [])))\\nconn.close()\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"backup_created=yes\\nbackup_path=/home/agent/jarvis_runtime/finance-system/backups/category_cleanup/finance_before_category_cleanup_20260518T190904Z.sqlite3\\nTraceback (most recent call last):\\n  File \\\"<stdin>\\\", line 1, in <module>\\nImportError: cannot import name 'get_settings' from 'jarvis_finance.config' (/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/config/__init__.py)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_7VJOgxXNcktFHZ3M86jwAqIN"
    },
    {
      "role": "assistant",
      "content": "Backup ist erstellt; der Dry-Run ist nur an einem falschen Config-Import gescheitert, nicht an Daten/DB. Ich führe den Dry-Run direkt gegen die Runtime-DB aus.",
      "reasoning": "**Inspecting backup and config**\n\nOkay, I've created a backup, but it looks like the dry run for the import failed. I need to inspect the configuration to see what went wrong. My plan is to check the environment and database settings directly. There's likely an issue there that needs to be resolved before I can successfully complete the import. I'll make sure to double-check everything to ensure it goes smoothly next time!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Inspecting backup and config**\n\nOkay, I've created a backup, but it looks like the dry run for the import failed. I need to inspect the configuration to see what went wrong. My plan is to check the environment and database settings directly. There's likely an issue there that needs to be resolved before I can successfully complete the import. I'll make sure to double-check everything to ensure it goes smoothly next time!",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0b63d4d1e8819182d85ee9f2220264",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Inspecting backup and config**\n\nOkay, I've created a backup, but it looks like the dry run for the import failed. I need to inspect the configuration to see what went wrong. My plan is to check the environment and database settings directly. There's likely an issue there that needs to be resolved before I can successfully complete the import. I'll make sure to double-check everything to ensure it goes smoothly next time!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Backup ist erstellt; der Dry-Run ist nur an einem falschen Config-Import gescheitert, nicht an Daten/DB. Ich führe den Dry-Run direkt gegen die Runtime-DB aus."
            }
          ],
          "id": "msg_08efd988e539badb016a0b63d69f5081918e4d66d05f716698",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_pwSPUs9HBv8p3W5CPBoMF4uM",
          "call_id": "call_pwSPUs9HBv8p3W5CPBoMF4uM",
          "response_item_id": "fc_08efd988e539badb016a0b63d6c750819189615e4fe86b5251",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nsource ~/jarvis_runtime/finance-system/venv/bin/activate\\nDB=\\\"$HOME/jarvis_runtime/finance-system/data/finance.sqlite3\\\"\\nPYTHONPATH=src python - <<'PY' \\\"$DB\\\"\\nimport sqlite3, sys\\nfrom jarvis_finance.storage.migrations import apply_migrations\\nfrom jarvis_finance.services.budget_categories import preview_budget_category_cleanup\\nconn=sqlite3.connect(sys.argv[1])\\nconn.row_factory=sqlite3.Row\\napply_migrations(conn)\\np=preview_budget_category_cleanup(conn)\\nfor key in ['active_expense_before_count','target_present_count','target_missing_count','categories_with_transactions_count','categories_with_budget_plans_count','categories_with_merchant_or_rule_count','auto_mappable_count','review_required_count','empty_archive_or_delete_count','income_category_count']:\\n    print(f'{key}={p.get(key)}')\\nprint('target_missing=' + ', '.join(p.get('target_missing') or []))\\nprint('auto_mapping_names=' + '; '.join(f\\\"{m.get('source_name')} -> {m.get('target_name')}\\\" for m in p.get('auto_mappings', [])))\\nprint('review_required_names=' + '; '.join(str(m.get('source_name')) for m in p.get('review_required', [])))\\nprint('empty_names=' + '; '.join(str(m.get('source_name')) for m in p.get('empty_categories', [])))\\nconn.close()\\nPY\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"active_expense_before_count=19\\ntarget_present_count=5\\ntarget_missing_count=12\\ncategories_with_transactions_count=3\\ncategories_with_budget_plans_count=2\\ncategories_with_merchant_or_rule_count=0\\nauto_mappable_count=8\\nreview_required_count=1\\nempty_archive_or_delete_count=5\\nincome_category_count=5\\ntarget_missing=Versicherungen Wohnen, Versicherungen Leben, Krankenkasse, Auto Melanie, Elektronische Medien, Weiterbildung & Musik, Spenden, Hobbys & Selfcare, Liegenschaftsunterhalt, Liegenschaftsinvestitionen, Einmalige Anschaffungen, Kleider und Schuhe\\nauto_mapping_names=Mobilität -> Auto Melanie; Freizeit/Abos -> Hobbys & Selfcare; Versicherungen -> Versicherungen Wohnen; Gesundheit / Medizin -> Gesundheit; Mobilität / Auto / Transport -> Auto Melanie; Freizeit / Abos / Ausflüge -> Hobbys & Selfcare; Hausrat / Möbel & Garten -> Einmalige Anschaffungen; Steuern / Behörden -> Steuern\\nreview_required_names=Sonstiges / Administration\\nempty_names=Kinder/Familie; Ferien/Reisen; Kinder / Familie; Shopping / Kleidung & Elektronik; Review nötig\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_pwSPUs9HBv8p3W5CPBoMF4uM"
    },
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      "content": "{\"output\": \"........................................................................ [ 16%]\\n.F..........................F........................................... [ 32%]\\n........................................................................ [ 49%]\\n........................................................................ [ 65%]\\n........................................................................ [ 81%]\\n........................................................................ [ 98%]\\n........                                                                 [100%]\\n=================================== FAILURES ===================================\\n_ test_phase110_category_tree_grouped_and_cleanup_canonicalises_duplicates_and_uat _\\n\\n    def test_phase110_category_tree_grouped_and_cleanup_canonicalises_duplicates_and_uat() -> None:\\n        conn = db(); _account, food, _health, salary = base(conn)\\n        duplicate = confirm_create_category(conn, {\\\"name\\\": \\\"Sonstiges\\\", \\\"category_type\\\": \\\"expense\\\"})[\\\"entity_id\\\"]\\n        confirm_create_category(conn, {\\\"name\\\": \\\"Sonstiges / Administration\\\", \\\"category_type\\\": \\\"expense\\\"})\\n        confirm_create_category(conn, {\\\"name\\\": \\\"UAT12 Dummy\\\", \\\"category_type\\\": \\\"expense\\\"})\\n        confirm_create_category(conn, {\\\"name\\\": \\\"Lohn Melanie\\\", \\\"category_type\\\": \\\"income\\\"})\\n>       result = simplify_budget_categories_2026(conn)\\n                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\n\\ntests/unit/test_budget_phase110_2026_core.py:85: \\n_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ \\n\\nconn = <sqlite3.Connection object at 0x77b2b9093e20>\\n\\n    def simplify_budget_categories_2026(conn: Connection) -> dict[str, int]:\\n        income_ids = {name: _ensure_category(conn, name, \\\"income\\\", idx * 10) for idx, name in enumerate(CANONICAL_INCOME_CATEGORIES, start=1)}\\n        expense_ids = {name: _ensure_category(conn, name, \\\"expense\\\", idx * 10) for idx, name in enumerate(CANONICAL_EXPENSE_CATEGORIES, start=1)}\\n>       admin_id = expense_ids[\\\"Sonstiges / Administration\\\"]\\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\nE       KeyError: 'Sonstiges / Administration'\\n\\nsrc/jarvis_finance/services/budget_categories.py:390: KeyError\\n_ test_credit_card_rules_subscriptions_galaxus_migros_covered_and_duplicate_detection _\\n\\n    def test_credit_card_rules_subscriptions_galaxus_migros_covered_and_duplicate_detection() -> None:\\n        conn = db(); cats = add_categories(conn)\\n        account = confirm_create_budget_account(conn, {\\\"name\\\": \\\"Karte\\\", \\\"account_type\\\": \\\"credit_card\\\", \\\"currency\\\": \\\"CHF\\\"})[\\\"entity_id\\\"]\\n        from jarvis_finance.services.budget_transactions import confirm_budget_transaction\\n        confirm_budget_transaction(conn, {\\\"account_id\\\": account, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-05-04\\\", \\\"description\\\": \\\"NETFLIX\\\", \\\"amount_original\\\": \\\"19.90\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": cats[\\\"abos\\\"]})\\n        rows = [\\n            {\\\"Datum\\\": \\\"01.05.2026\\\", \\\"Beschreibung\\\": \\\"APPLE.COM/BILL\\\", \\\"Betrag\\\": \\\"9.90\\\"},\\n            {\\\"Datum\\\": \\\"02.05.2026\\\", \\\"Beschreibung\\\": \\\"Galaxus Zürich\\\", \\\"Betrag\\\": \\\"120.00\\\"},\\n            {\\\"Datum\\\": \\\"03.05.2026\\\", \\\"Beschreibung\\\": \\\"MIGROS MMM\\\", \\\"Betrag\\\": \\\"42.00\\\"},\\n            {\\\"Datum\\\": \\\"04.05.2026\\\", \\\"Beschreibung\\\": \\\"NETFLIX\\\", \\\"Betrag\\\": \\\"19.90\\\"},\\n        ]\\n        stats = seed_credit_card_candidates_from_rows(conn, rows, source_file_label=\\\"card.csv\\\", subscription_category_id=cats[\\\"abos\\\"], migros_covered=True)\\n        assert stats[\\\"candidate_count\\\"] == 4\\n        assert stats[\\\"subscription_auto_count\\\"] == 2\\n        assert stats[\\\"galaxus_review_count\\\"] == 1\\n        assert stats[\\\"covered_by_migros_count\\\"] == 1\\n        assert stats[\\\"possible_duplicate_count\\\"] == 1\\n        by_desc = {c[\\\"description\\\"]: c for c in list_transaction_candidates(conn)}\\n        covered_by_desc = {c[\\\"description\\\"]: c for c in list_transaction_candidates(conn, status=\\\"covered_by_migros\\\")}\\n        assert by_desc[\\\"APPLE.COM/BILL\\\"][\\\"proposed_category_id\\\"] == cats[\\\"abos\\\"]\\n        assert by_desc[\\\"Galaxus Zürich\\\"][\\\"status\\\"] == \\\"needs_review\\\"\\n        assert covered_by_desc[\\\"MIGROS MMM\\\"][\\\"status\\\"] == \\\"covered_by_migros\\\"\\n>       assert by_desc[\\\"NETFLIX\\\"][\\\"status\\\"] == \\\"duplicate\\\"\\n               ^^^^^^^^^^^^^^^^^^\\nE       KeyError: 'NETFLIX'\\n\\ntests/unit/test_budget_phase15_source_aware_imports.py:81: KeyError\\n=========================== short test summary info ============================\\nFAILED tests/unit/test_budget_phase110_2026_core.py::test_phase110_category_tree_grouped_and_cleanup_canonicalises_duplicates_and_uat\\nFAILED tests/unit/test_budget_phase15_source_aware_imports.py::test_credit_card_rules_subscriptions_galaxus_migros_covered_and_duplicate_detection\\n2 failed, 438 passed in 44.39s\", \"exit_code\": 1, \"error\": null}",
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      "content": "Full pytest zeigt zwei echte Kompatibilitätsbrüche: alter Phase-110-Cleanup erwartet noch Legacy-Kategorien, und ein alter Test erwartet `duplicate` in der normalen Liste. Ich mache das rückwärtskompatibel, ohne die neue User-Review-Ausblendung zu brechen.",
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      "name": "read_file",
      "content": "{\"content\": \"    70|    assert confirmed[\\\"confirmed_count\\\"] == 2\\n    71|    assert len(list_budget_transactions(conn, transaction_type=\\\"expense\\\", status=\\\"confirmed\\\", year=\\\"2026\\\")) == 2\\n    72|\\n    73|    old_id = conn.execute(\\\"SELECT transaction_candidate_id FROM budget_transaction_candidates WHERE transaction_date LIKE '2025-%'\\\").fetchone()[0]\\n    74|    bad = batch_mark_candidates(conn, candidate_ids=[old_id], action=\\\"category\\\", category_id=health, budget_year=\\\"2026\\\")\\n    75|    assert bad[\\\"updated_count\\\"] == 0\\n    76|    assert bad[\\\"errors\\\"] and bad[\\\"errors\\\"][0][\\\"candidate_id\\\"] == old_id\\n    77|\\n    78|\\n    79|def test_phase110_category_tree_grouped_and_cleanup_canonicalises_duplicates_and_uat() -> None:\\n    80|    conn = db(); _account, food, _health, salary = base(conn)\\n    81|    duplicate = confirm_create_category(conn, {\\\"name\\\": \\\"Sonstiges\\\", \\\"category_type\\\": \\\"expense\\\"})[\\\"entity_id\\\"]\\n    82|    confirm_create_category(conn, {\\\"name\\\": \\\"Sonstiges / Administration\\\", \\\"category_type\\\": \\\"expense\\\"})\\n    83|    confirm_create_category(conn, {\\\"name\\\": \\\"UAT12 Dummy\\\", \\\"category_type\\\": \\\"expense\\\"})\\n    84|    confirm_create_category(conn, {\\\"name\\\": \\\"Lohn Melanie\\\", \\\"category_type\\\": \\\"income\\\"})\\n    85|    result = simplify_budget_categories_2026(conn)\\n    86|    assert result[\\\"ensured_income_count\\\"] >= 5\\n    87|    assert result[\\\"ensured_expense_count\\\"] >= 13\\n    88|    assert result[\\\"archived_test_count\\\"] >= 1\\n    89|    tree = list_category_tree_grouped(conn)\\n    90|    assert [bucket[\\\"name\\\"] for bucket in tree] == [\\\"Einnahmen\\\", \\\"Ausgaben\\\"]\\n    91|    income_names = {c[\\\"name\\\"] for c in tree[0][\\\"children\\\"]}\\n    92|    expense_names = {c[\\\"name\\\"] for c in tree[1][\\\"children\\\"]}\\n    93|    assert {\\\"Lohn Marcel\\\", \\\"Lohn Melanie\\\", \\\"Rückerstattungen\\\"}.issubset(income_names)\\n    94|    assert {\\\"Essen & Haushalt\\\", \\\"Sonstiges / Administration\\\", \\\"Review nötig\\\"}.issubset(expense_names)\\n    95|    assert not conn.execute(\\\"SELECT 1 FROM budget_categories WHERE category_id=? AND is_active=1\\\", (duplicate,)).fetchone()\\n    96|\\n    97|\\n    98|def test_phase110_budgetstatus_monthly_matrix_forecast_ampel_and_charts_are_2026_only() -> None:\\n    99|    conn = db(); account, food, _health, salary = base(conn)\\n   100|    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, annual_amount_chf, cadence, is_fixed_cost, source_type, is_active, created_at, updated_at) VALUES ('p_food', ?, 'Food plan', '2026-01', '100.00', NULL, 'monthly', 0, 'manual', 1, '2026-01-01T00:00:00', '2026-01-01T00:00:00')\\\", (food,))\\n   101|    conn.execute(\\\"INSERT INTO budget_plan_items(plan_item_id, category_id, name, plan_month, monthly_amount_chf, annual_amount_chf, cadence, is_fixed_cost, source_type, is_active, created_at, updated_at) VALUES ('p_salary', ?, 'Salary plan', '2026-01', '1000.00', NULL, 'monthly', 0, 'manual', 1, '2026-01-01T00:00:00', '2026-01-01T00:00:00')\\\", (salary,))\\n   102|    confirm_budget_transaction(conn, {\\\"account_id\\\": account, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-01-10\\\", \\\"description\\\": \\\"Food Jan\\\", \\\"amount_original\\\": \\\"50.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": food})\\n   103|    confirm_budget_transaction(conn, {\\\"account_id\\\": account, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2026-02-10\\\", \\\"description\\\": \\\"Food Feb\\\", \\\"amount_original\\\": \\\"75.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": food})\\n   104|    confirm_budget_transaction(conn, {\\\"account_id\\\": account, \\\"transaction_type\\\": \\\"income\\\", \\\"transaction_date\\\": \\\"2026-01-25\\\", \\\"description\\\": \\\"Salary Jan\\\", \\\"amount_original\\\": \\\"1000.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": salary})\\n   105|    confirm_budget_transaction(conn, {\\\"account_id\\\": account, \\\"transaction_type\\\": \\\"expense\\\", \\\"transaction_date\\\": \\\"2025-01-10\\\", \\\"description\\\": \\\"Old Food\\\", \\\"amount_original\\\": \\\"999.00\\\", \\\"currency_original\\\": \\\"CHF\\\", \\\"category_id\\\": food})\\n   106|    rows = get_budget_status_by_category(conn, year=\\\"2026\\\")\\n   107|    food_row = next(r for r in rows if r[\\\"category_id\\\"] == food)\\n   108|    assert food_row[\\\"monthly_actuals\\\"][\\\"01\\\"] == \\\"50.00\\\"\\n   109|    assert food_row[\\\"monthly_actuals\\\"][\\\"02\\\"] == \\\"75.00\\\"\\n   110|    assert food_row[\\\"actual_year_to_date\\\"] == \\\"125.00\\\"\\n   111|    assert food_row[\\\"monthly_actuals\\\"][\\\"12\\\"] == \\\"0.00\\\"\\n   112|    assert \\\"999\\\" not in food_row[\\\"actual_year_to_date\\\"]\\n   113|    assert food_row[\\\"status\\\"] in {\\\"Grün\\\", \\\"Gelb\\\", \\\"Rot\\\", \\\"Kritisch\\\"}\\n   114|    charts = get_budget_charts_2026(conn, year=\\\"2026\\\")\\n   115|    assert charts[\\\"cashflow_by_month\\\"][0][\\\"month\\\"] == \\\"2026-01\\\"\\n   116|    assert charts[\\\"budget_vs_actual_by_category\\\"]\\n   117|    assert all(item[\\\"year\\\"] == \\\"2026\\\" for item in charts[\\\"forecast_overruns\\\"])\\n   118|\", \"total_lines\": 117, \"file_size\": 8708, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
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          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\nnpm test -- --run\\nnpm run build\",\"timeout\":600,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager/frontend\"}"
          }
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      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"> jarvis-finance-dashboard-vue@0.0.0 test\\n> vitest run --environment jsdom --run\\n\\n\\n RUN  v4.1.6 /home/agent/.hermes/repos/FinanceManager/frontend\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetAnalyticsDashboardV2.test.ts > Budget Analytics & Dashboard v2 > renders Budget Übersicht as monthly cockpit, not category status table\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders Budget Overview with current month KPIs and latest transactions\\n[Vue warn]: Failed to resolve component: RouterLink\\nIf this is a native custom element, make sure to exclude it from component resolution via compilerOptions.isCustomElement. \\n  at <BudgetOverviewPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetImportProductionV2.test.ts (2 tests) 1228ms\\n     ✓ shows source-aware review tabs and candidate type actions  715ms\\n     ✓ marks a candidate as credit card payment through audited type action  511ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > uses mobile-safe layout shell padding and bottom nav space\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetPhase1.test.ts > Budget Phase 1 Vue UI > renders transactions workflow and confirms via API after preview summary\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/DataExplorerPage.test.ts (2 tests) 1426ms\\n     ✓ renders filters, KPI cards and confirmed transaction table  749ms\\n     ✓ opens a detail dialog on row click  673ms\\n ✓ src/pages/BudgetAnalyticsDashboardV2.test.ts (3 tests) 1428ms\\n     ✓ renders Budget Übersicht as monthly cockpit, not category status table  850ms\\n     ✓ renders Budget vs Ist as analysis page with distinct charts and top deviations  437ms\\nstderr | src/pages/MobileUx.test.ts > Vue mobile UX v1 > renders mobile expense cards and non-clickable coming-soon receipt hints\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetPhase1.test.ts (5 tests) 1598ms\\n     ✓ renders Budget Overview with current month KPIs and latest transactions  588ms\\n     ✓ renders transactions workflow and confirms via API after preview summary  668ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > renders effective expenses with Geldfluss columns and confirmed-only empty state text\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <BudgetTransactionsPage ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/MobileUx.test.ts (5 tests) 1415ms\\n     ✓ renders mobile expense cards and non-clickable coming-soon receipt hints  594ms\\n ✓ src/pages/BudgetIncomePage.test.ts (5 tests) 754ms\\n     ✓ shows tabs, household summary, empty editable ERNE template and mobile cards  309ms\\nstderr | src/pages/BudgetWorkflowHelpUx.test.ts > Budget Workflow Clarification & Help UX > central help text covers purpose actions exclusions and opens from app shell\\n[Vue warn]: injection \\\"Symbol(route location)\\\" not found. \\n  at <AppLayout ref=\\\"VTU_COMPONENT\\\" > \\n  at <VTUROOT>\\n\\n ✓ src/pages/BudgetWorkflowHelpUx.test.ts (5 tests) 2872ms\\n     ✓ keeps effective expenses route in desktop, mobile bottom and fallback menu links  323ms\\n     ✓ renders effective expenses with Geldfluss columns and confirmed-only empty state text  1242ms\\n     ✓ renders transfer review explanations including True Wealth target and non-budget effect  782ms\\n     ✓ renders transfer list with from/to accounts  367ms\\n ✓ src/pages/CryptoPage.test.ts (4 tests) 679ms\\n     ✓ auto-loads crypto positions and opens detail drawer from a row click  304ms\\n ✓ src/pages/ReadOnlySurfaces.test.ts (4 tests) 649ms\\n ✓ src/components/SidebarNav.mobile.test.ts (3 tests) 477ms\\n ✓ src/pages/VueCockpitV11.test.ts (6 tests) 698ms\\n     ✓ supports equity search, visible Zusammenfassung prüfen review and final confirm  328ms\\n ✓ src/pages/BudgetUxV2.test.ts (10 tests) 3833ms\\n     ✓ shows clean Budget, Transaktionen, Analyse and Setup navigation groups without duplicate review pages  331ms\\n     ✓ renders effective expenses as date-grouped confirmed transaction list with month controls and audit drawer  1024ms\\n     ✓ shows review candidates without technical user-mode fields  689ms\\n     ✓ uses ConfirmDialog and success Toast for risky review confirm actions  587ms\\n     ✓ renders category analysis and links category drilldown to data explorer  388ms\\n     ✓ keeps budget vs actual separated from import review and based on budget status rows  402ms\\n ✓ src/pages/CommandCenter.test.ts (2 tests) 373ms\\n ✓ src/utils/formatters.test.ts (2 tests) 25ms\\nstderr | src/App.test.ts > App > renders the user dashboard shell\\n[Vue Router warn]: No match found for location with path \\\"/portfolio\\\"\\n[Vue Router warn]: No match found for location with path \\\"/crypto\\\"\\n[Vue Router warn]: No match found for location with path \\\"/equity\\\"\\n[Vue Router warn]: No match found for location with path \\\"/wallets\\\"\\n[Vue Router warn]: No match found for location with path \\\"/positions/add\\\"\\n[Vue Router warn]: No match found for location with path \\\"/reports\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/status\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/budget-vs-actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/yearly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/plans\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/income/actual\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/expenses/review\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/transfers\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/data-explorer\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/analysis/monthly\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/accounts\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/categories\\\"\\n[Vue Router warn]: No match found for location with path \\\"/planning/budget/setup\\\"\\n\\n ✓ src/App.test.ts (1 test) 329ms\\n     ✓ renders the user dashboard shell  327ms\\n ✓ src/api/client.test.ts (2 tests) 9ms\\n ✓ src/pages/BudgetSetupPage.test.ts (1 test) 198ms\\n ✓ src/pages/PositionAddPage.test.ts (4 tests) 569ms\\n ✓ src/pages/GlobalPrimeVueMigration.test.ts (6 tests) 350ms\\n     ✓ provides reusable shared PrimeVue UI building blocks  342ms\\n\\n Test Files  19 passed (19)\\n      Tests  72 passed (72)\\n   Start at  21:12:20\\n   Duration  8.13s (transform 5.69s, setup 4.14s, import 9.97s, tests 18.91s, environment 18.31s)\\n\\n\\n> jarvis-finance-dashboard-vue@0.0.0 build\\n> vue-tsc -b && vite build\\n\\nvite v8.0.13 building client environment for production...\\n\\rtransforming...✓ 356 modules transformed.\\nrendering chunks...\\ncomputing gzip size...\\ndist/index.html                                   0.36 kB │ gzip:   0.27 kB\\ndist/assets/primeicons-C6QP2o4f.woff2            35.14 kB\\ndist/assets/primeicons-MpK4pl85.ttf              84.98 kB\\ndist/assets/primeicons-WjwUDZjB.woff             85.05 kB\\ndist/assets/primeicons-DMOk5skT.eot              85.15 kB\\ndist/assets/primeicons-Dr5RGzOO.svg             342.52 kB │ gzip: 108.35 kB\\ndist/assets/BudgetStatusPage-DWraoy_S.css         0.12 kB │ gzip:   0.12 kB\\ndist/assets/BudgetAccountsPage-CvvWTfDA.css       0.25 kB │ gzip:   0.16 kB\\ndist/assets/BudgetCategoriesPage-DFgGxmOI.css     0.45 kB │ gzip:   0.23 kB\\ndist/assets/BudgetRulesPage-D3i45eFu.css          0.56 kB │ gzip:   0.23 kB\\ndist/assets/BudgetSetupPage-DnHS5HVt.css          0.64 kB │ gzip:   0.30 kB\\ndist/assets/index-BT5oRMB_.css                   40.84 kB │ gzip:   9.45 kB\\ndist/assets/portfolio-CT9hFGeW.js                 0.09 kB │ gzip:   0.11 kB\\ndist/assets/MoneyValue-DQTR3ddv.js                0.35 kB │ gzip:   0.27 kB\\ndist/assets/FilterToolbar-dOuvPOK7.js             0.41 kB │ gzip:   0.28 kB\\ndist/assets/formatters-CM6f-CJ6.js                0.42 kB │ gzip:   0.28 kB\\ndist/assets/crypto-Qf4PcIXa.js                    0.56 kB │ gzip:   0.26 kB\\ndist/assets/cash-AroQuuZ9.js                      0.62 kB │ gzip:   0.29 kB\\ndist/assets/positions-eJNVXD4F.js                 0.70 kB │ gzip:   0.28 kB\\ndist/assets/ChartPanel-54ejLZLX.js                0.71 kB │ gzip:   0.45 kB\\ndist/assets/SectionCard-BPxKSVC9.js               0.72 kB │ gzip:   0.45 kB\\ndist/assets/RoadmapPage-ClJPFrej.js               0.76 kB │ gzip:   0.48 kB\\ndist/assets/client-CZ7t1qgF.js                    0.83 kB │ gzip:   0.45 kB\\ndist/assets/SummaryCard-wGGj5Mok.js               0.99 kB │ gzip:   0.57 kB\\ndist/assets/LoadActionBar-CnJ0ndy1.js             1.02 kB │ gzip:   0.62 kB\\ndist/assets/DetailDrawer-Bgkzr1SS.js              1.14 kB │ gzip:   0.69 kB\\ndist/assets/auto-pSMJ358Z.js                      1.20 kB │ gzip:   0.59 kB\\ndist/assets/SparklineChart-BDJuigog.js            1.20 kB │ gzip:   0.73 kB\\ndist/assets/toolbar-DneDA0tT.js                   1.36 kB │ gzip:   0.60 kB\\ndist/assets/runtime-CawJBsoO.js                   1.45 kB │ gzip:   0.80 kB\\ndist/assets/AllocationBars-0YNTzbsU.js            1.54 kB │ gzip:   0.82 kB\\ndist/assets/ReportsPage-DwTcyXSx.js               1.83 kB │ gzip:   1.02 kB\\ndist/assets/card-t0sSUh8c.js                      2.00 kB │ gzip:   0.68 kB\\ndist/assets/LocalDataStatus-wOT9acoY.js           2.13 kB │ gzip:   1.06 kB\\ndist/assets/BudgetAccountsPage-BEZrKeQN.js        2.77 kB │ gzip:   1.20 kB\\ndist/assets/chart-B1CWivtp.js                     3.34 kB │ gzip:   1.44 kB\\ndist/assets/BudgetTransfersPage-DizPnjmd.js       3.71 kB │ gzip:   1.66 kB\\ndist/assets/PortfolioPage-B68ovxVA.js             4.08 kB │ gzip:   1.73 kB\\ndist/assets/budget-CxKWFqzc.js                    5.04 kB │ gzip:   1.40 kB\\ndist/assets/CommandCenter-D3Yy6H3x.js             5.19 kB │ gzip:   2.17 kB\\ndist/assets/CategoryAnalysisPage-CaokVBsi.js      5.36 kB │ gzip:   2.19 kB\\ndist/assets/MonthlyComparisonPage-CWcWJK8W.js     5.47 kB │ gzip:   2.10 kB\\ndist/assets/WalletsPage-CrU4cfYA.js               5.77 kB │ gzip:   2.44 kB\\ndist/assets/BudgetVsActualPage-BEoMHdR1.js        6.73 kB │ gzip:   2.38 kB\\ndist/assets/BudgetOverviewPage-CsptbS6U.js        6.88 kB │ gzip:   2.73 kB\\ndist/assets/BudgetStatusPage-CyrEtcJ_.js          6.98 kB │ gzip:   2.56 kB\\ndist/assets/BudgetSetupPage-BUHyuM31.js           8.66 kB │ gzip:   2.92 kB\\ndist/assets/BudgetRulesPage-CHrdsYPS.js           9.00 kB │ gzip:   2.75 kB\\ndist/assets/DataExplorerPage-Bs_oydQk.js          9.86 kB │ gzip:   3.45 kB\\ndist/assets/message-CnD6e45W.js                  14.69 kB │ gzip:   3.00 kB\\ndist/assets/BudgetCategoriesPage-DSfrWxzb.js     14.91 kB │ gzip:   4.63 kB\\ndist/assets/CryptoPage-CE59zaHA.js               17.46 kB │ gzip:   5.38 kB\\ndist/assets/BudgetTransactionsPage-qJRV0cmK.js   19.89 kB │ gzip:   6.43 kB\\ndist/assets/EquityPage-CTrPVDcR.js               20.31 kB │ gzip:   5.61 kB\\ndist/assets/PositionAddPage-CVTYuJHT.js          20.98 kB │ gzip:   5.89 kB\\ndist/assets/BudgetIncomePage-Dt90BJt9.js         29.83 kB │ gzip:   7.64 kB\\ndist/assets/BudgetImportReviewPage-CwaVnXnB.js   37.51 kB │ gzip:  10.89 kB\\ndist/assets/tag-7BvyPGNM.js                      84.52 kB │ gzip:  20.08 kB\\ndist/assets/datatable-Dhdu-Z2H.js               305.76 kB │ gzip:  63.58 kB\\ndist/assets/index-C-7hm2t4.js                   628.60 kB │ gzip: 176.57 kB\\n\\n[plugin builtin:vite-reporter] \\n(!) Some chunks are larger than 500 kB after minification. Consider:\\n- Using dynamic import() to code-split the application\\n- Use build.rolldownOptions.output.codeSplitting to improve chunking: https://rolldown.rs/reference/OutputOptions.codeSplitting\\n- Adjust chunk size limit for this warning via build.chunkSizeWarningLimit.\\n✓ built in 1.50s\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_mg3ErCDCaZmw5qsTU0AxItbf"
    },
    {
      "role": "assistant",
      "content": "Frontend Tests/Build sind grün. Ich führe jetzt Secret-Scan, Git-Safety und Diff-Check aus.",
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      "finish_reason": "tool_calls",
      "codex_reasoning_items": [
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          "type": "message",
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              "type": "output_text",
              "text": "Frontend Tests/Build sind grün. Ich führe jetzt Secret-Scan, Git-Safety und Diff-Check aus."
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          "id": "msg_08efd988e539badb016a0b64a9f01c8191bd80b26609915f89",
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      "tool_calls": [
        {
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          "call_id": "call_eYxaDYz8FOlz05fozXB89I5A",
          "response_item_id": "fc_08efd988e539badb016a0b64aa53508191a2da6f9beaab26be",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\nprintf 'git_status_before_scans\\\\n'\\ngit status --short\\nprintf 'runtime_db_in_git='; git status --short | grep -E 'finance\\\\.sqlite3|jarvis_runtime|\\\\.csv|\\\\.xlsx|\\\\.pdf' || true\\nprintf 'source_secret_scan=' \\nif grep -RInE --exclude-dir=.git --exclude-dir=node_modules --exclude-dir=dist --exclude='package-lock.json' --exclude='*.sqlite3' --exclude='*.db' '(github_pat_|ghp_|sk-[A-Za-z0-9]|OPENFIGI|openfigi|api[_-]?key|password\\\\s*=|GOG_KEYRING_PASSWORD)' src frontend/src tests 2>/dev/null; then exit 11; else echo OK; fi\\nprintf 'frontend_build_secret_scan=' \\nif grep -RInE '(github_pat_|ghp_|sk-[A-Za-z0-9]|OPENFIGI|openfigi|api[_-]?key|password\\\\s*=|GOG_KEYRING_PASSWORD)' frontend/dist 2>/dev/null; then exit 12; else echo OK; fi\\nprintf 'git_diff_check='; git diff --check && echo OK\\nprintf 'git_safety='; git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf)' && exit 13 || echo OK\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"git_status_before_scans\\n M frontend/src/api/budget.ts\\n M frontend/src/pages/BudgetCategoriesPage.vue\\n M frontend/src/pages/BudgetImportReviewPage.vue\\n M src/jarvis_finance/api/routers/budget.py\\n M src/jarvis_finance/services/budget_categories.py\\n M src/jarvis_finance/services/budget_imports.py\\n?? tests/unit/test_budget_categories_cleanup_duplicates.py\\nruntime_db_in_git=source_secret_scan=src/jarvis_finance/market_data/prices.py:67:    def __init__(self, *, api_key: str | None = None, timeout_seconds: float = 8.0) -> None:\\nsrc/jarvis_finance/market_data/prices.py:68:        self.api_key = api_key or _runtime_secret_value((\\\"FMP_API_KEY\\\", \\\"FINANCIAL_MODELING_PREP_API_KEY\\\", \\\"JARVIS_FMP_API_KEY\\\"))\\nsrc/jarvis_finance/market_data/prices.py:72:        if not self.api_key:\\nsrc/jarvis_finance/market_data/prices.py:73:            raise RuntimeError(\\\"fmp_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/prices.py:75:        url = \\\"https://financialmodelingprep.com\\\" + path + \\\"?\\\" + parse.urlencode({**params, \\\"apikey\\\": self.api_key})\\nsrc/jarvis_finance/market_data/prices.py:115:    api_key_env: tuple[str, ...] = ()\\nsrc/jarvis_finance/market_data/prices.py:117:    def __init__(self, *, api_key: str | None = None, timeout_seconds: float = 8.0) -> None:\\nsrc/jarvis_finance/market_data/prices.py:118:        self.api_key = api_key or _runtime_secret_value(self.api_key_env)\\nsrc/jarvis_finance/market_data/prices.py:151:    api_key_env = (\\\"FINNHUB_API_KEY\\\", \\\"JARVIS_FINNHUB_API_KEY\\\")\\nsrc/jarvis_finance/market_data/prices.py:157:        if not self.api_key:\\nsrc/jarvis_finance/market_data/prices.py:158:            return self._missing(symbol, \\\"finnhub_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/prices.py:160:            payload = self._json_url(\\\"https://finnhub.io/api/v1/quote?\\\" + parse.urlencode({\\\"symbol\\\": symbol, \\\"token\\\": self.api_key}))\\nsrc/jarvis_finance/market_data/prices.py:161:            profile = self._json_url(\\\"https://finnhub.io/api/v1/stock/profile2?\\\" + parse.urlencode({\\\"symbol\\\": symbol, \\\"token\\\": self.api_key}))\\nsrc/jarvis_finance/market_data/prices.py:174:    api_key_env = (\\\"TWELVEDATA_API_KEY\\\", \\\"TWELVE_DATA_API_KEY\\\", \\\"JARVIS_TWELVEDATA_API_KEY\\\", \\\"JARVIS_TWELVE_DATA_API_KEY\\\")\\nsrc/jarvis_finance/market_data/prices.py:180:        if not self.api_key:\\nsrc/jarvis_finance/market_data/prices.py:181:            return self._missing(symbol, \\\"twelvedata_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/prices.py:183:            payload = self._json_url(\\\"https://api.twelvedata.com/quote?\\\" + parse.urlencode({\\\"symbol\\\": symbol, \\\"apikey\\\": self.api_key}))\\nsrc/jarvis_finance/market_data/prices.py:199:    api_key_env = (\\\"MASSIVE_API_KEY\\\", \\\"JARVIS_MASSIVE_API_KEY\\\")\\nsrc/jarvis_finance/market_data/prices.py:202:        if not self.api_key:\\nsrc/jarvis_finance/market_data/prices.py:203:            raise RuntimeError(\\\"massive_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/prices.py:206:            return self._json_url(base, headers={\\\"Accept\\\": \\\"application/json\\\", \\\"Authorization\\\": f\\\"Bearer {self.api_key}\\\"})\\nsrc/jarvis_finance/market_data/prices.py:211:            return self._json_url(base + sep + parse.urlencode({\\\"apiKey\\\": self.api_key}), headers={\\\"Accept\\\": \\\"application/json\\\"})\\nsrc/jarvis_finance/market_data/prices.py:231:    api_key_env = (\\\"EODHD_API_KEY\\\", \\\"JARVIS_EODHD_API_KEY\\\")\\nsrc/jarvis_finance/market_data/prices.py:237:        if not self.api_key:\\nsrc/jarvis_finance/market_data/prices.py:238:            return self._missing(symbol, \\\"eodhd_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/prices.py:241:            payload = self._json_url(\\\"https://eodhd.com/api/real-time/\\\" + parse.quote(eod_symbol) + \\\"?\\\" + parse.urlencode({\\\"api_token\\\": self.api_key, \\\"fmt\\\": \\\"json\\\"}))\\nsrc/jarvis_finance/market_data/catalog.py:129:    api_key_env: tuple[str, ...] = ()\\nsrc/jarvis_finance/market_data/catalog.py:131:    def __init__(self, *, api_key: str | None = None, timeout_seconds: float = 8.0, min_interval_seconds: float = 0.2) -> None:\\nsrc/jarvis_finance/market_data/catalog.py:132:        self.api_key = api_key or _runtime_secret_value(self.api_key_env)\\nsrc/jarvis_finance/market_data/catalog.py:212:    name = \\\"openfigi\\\"\\nsrc/jarvis_finance/market_data/catalog.py:213:    api_key_env = (\\\"OPENFIGI_API_KEY\\\", \\\"JARVIS_OPENFIGI_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:216:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:217:            raise LookupUnavailable(\\\"openfigi_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:219:        headers = {\\\"X-OPENFIGI-APIKEY\\\": self.api_key}\\nsrc/jarvis_finance/market_data/catalog.py:221:            return self._post_json(\\\"https://api.openfigi.com/v3/mapping\\\", [{\\\"idType\\\": \\\"ID_ISIN\\\", \\\"idValue\\\": q}], headers=headers)\\nsrc/jarvis_finance/market_data/catalog.py:224:            return self._post_json(\\\"https://api.openfigi.com/v3/mapping\\\", [{\\\"idType\\\": \\\"TICKER\\\", \\\"idValue\\\": parts[0], \\\"exchCode\\\": parts[1]}], headers=headers)\\nsrc/jarvis_finance/market_data/catalog.py:225:        return self._post_json(\\\"https://api.openfigi.com/v3/search\\\", {\\\"query\\\": query}, headers=headers)\\nsrc/jarvis_finance/market_data/catalog.py:260:                    provider=\\\"openfigi\\\",\\nsrc/jarvis_finance/market_data/catalog.py:268:                    source=\\\"openfigi\\\",\\nsrc/jarvis_finance/market_data/catalog.py:277:    api_key_env = (\\\"FINNHUB_API_KEY\\\", \\\"JARVIS_FINNHUB_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:280:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:281:            raise LookupUnavailable(\\\"finnhub_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:282:        url = \\\"https://finnhub.io/api/v1/search?\\\" + parse.urlencode({\\\"q\\\": query, \\\"token\\\": self.api_key})\\nsrc/jarvis_finance/market_data/catalog.py:286:        if not self.api_key or not symbol:\\nsrc/jarvis_finance/market_data/catalog.py:289:            payload = self._get_json(\\\"https://finnhub.io/api/v1/stock/profile2?\\\" + parse.urlencode({\\\"symbol\\\": symbol, \\\"token\\\": self.api_key}))\\nsrc/jarvis_finance/market_data/catalog.py:295:        if not self.api_key or not symbol:\\nsrc/jarvis_finance/market_data/catalog.py:298:            payload = self._get_json(\\\"https://finnhub.io/api/v1/quote?\\\" + parse.urlencode({\\\"symbol\\\": symbol, \\\"token\\\": self.api_key}))\\nsrc/jarvis_finance/market_data/catalog.py:325:    api_key_env = (\\\"FMP_API_KEY\\\", \\\"FINANCIAL_MODELING_PREP_API_KEY\\\", \\\"JARVIS_FMP_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:328:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:329:            raise LookupUnavailable(\\\"fmp_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:330:        url = \\\"https://financialmodelingprep.com/stable/\\\" + endpoint.lstrip(\\\"/\\\") + \\\"?\\\" + parse.urlencode({**params, \\\"apikey\\\": self.api_key})\\nsrc/jarvis_finance/market_data/catalog.py:373:        if not symbol or not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:432:    api_key_env = (\\\"TWELVEDATA_API_KEY\\\", \\\"TWELVE_DATA_API_KEY\\\", \\\"JARVIS_TWELVEDATA_API_KEY\\\", \\\"JARVIS_TWELVE_DATA_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:435:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:436:            raise LookupUnavailable(\\\"twelvedata_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:437:        url = \\\"https://api.twelvedata.com/symbol_search?\\\" + parse.urlencode({\\\"symbol\\\": query, \\\"apikey\\\": self.api_key})\\nsrc/jarvis_finance/market_data/catalog.py:458:    api_key_env = (\\\"MASSIVE_API_KEY\\\", \\\"JARVIS_MASSIVE_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:461:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:462:            raise LookupUnavailable(\\\"massive_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:466:            return self._get_json(url, headers={\\\"Accept\\\": \\\"application/json\\\", \\\"Authorization\\\": f\\\"Bearer {self.api_key}\\\"})\\nsrc/jarvis_finance/market_data/catalog.py:471:            return self._get_json(url + sep + parse.urlencode({\\\"apiKey\\\": self.api_key}), headers={\\\"Accept\\\": \\\"application/json\\\"})\\nsrc/jarvis_finance/market_data/catalog.py:507:    api_key_env = (\\\"EODHD_API_KEY\\\", \\\"JARVIS_EODHD_API_KEY\\\")\\nsrc/jarvis_finance/market_data/catalog.py:511:        if not self.api_key:\\nsrc/jarvis_finance/market_data/catalog.py:512:            raise LookupUnavailable(\\\"eodhd_api_key_missing\\\")\\nsrc/jarvis_finance/market_data/catalog.py:522:    if \\\"api_key_missing\\\" in text or \\\"key_missing\\\" in text:\\nsrc/jarvis_finance/market_data/catalog.py:575:        (\\\"OpenFIGI\\\", OpenFigiLookupProvider, None, \\\"OPENFIGI_API_KEY\\\", \\\"US9229087690\\\", \\\"etf\\\"),\\nsrc/jarvis_finance/market_data/catalog.py:605:            if not getattr(provider, \\\"api_key\\\", None):\\nsrc/jarvis_finance/market_data/candidates.py:63:    name = \\\"openfigi\\\"\\nsrc/jarvis_finance/market_data/candidates.py:72:        token = os.environ.get(\\\"OPENFIGI_API_KEY\\\")\\nsrc/jarvis_finance/market_data/candidates.py:75:            headers[\\\"X-OPENFIGI-APIKEY\\\"] = token\\nsrc/jarvis_finance/market_data/candidates.py:77:        req = urllib.request.Request(\\\"https://api.openfigi.com/v3/mapping\\\", data=payload, headers=headers, method=\\\"POST\\\")\\nsrc/jarvis_finance/market_data/candidates.py:101:                evidence_source=\\\"openfigi_isin_mapping\\\",\\nsrc/jarvis_finance/market_data/candidates.py:324:    if cand.evidence_source == \\\"openfigi_isin_mapping\\\":\\nsrc/jarvis_finance/services/manual_entry_service.py:238:    if \\\"api_key_missing\\\" in lowered:\\nsrc/jarvis_finance/quality/git_safety.py:13:    (\\\"github_pat\\\", re.compile(r\\\"github_pat_[A-Za-z0-9_]{20,}\\\")),\\nsrc/jarvis_finance/quality/git_safety.py:17:    (\\\"api_key_assignment\\\", re.compile(r\\\"(?i)(api[_-]?key|token|secret)\\\\s*=\\\\s*['\\\\\\\"]?[A-Za-z0-9_\\\\-]{20,}\\\")),\\nsrc/jarvis_finance/quality/git_safety.py:18:    (\\\"gog_password\\\", re.compile(r\\\"GOG_KEYRING_PASSWORD\\\\s*=\\\")),\\nsrc/jarvis_finance/api/routers/health.py:39:        ProviderStatus(provider=\\\"openfigi\\\", status=\\\"unknown\\\", message=\\\"Backend-only provider status endpoint placeholder\\\"),\\nsrc/jarvis_finance/dashboard/views/page_17_position_add.py:18:SUPPORTED_PROVIDER_KEYS = \\\"OPENFIGI_API_KEY/JARVIS_OPENFIGI_API_KEY, FMP_API_KEY/JARVIS_FMP_API_KEY, FINNHUB_API_KEY/JARVIS_FINNHUB_API_KEY, TWELVEDATA_API_KEY/TWELVE_DATA_API_KEY/JARVIS_*, MASSIVE_API_KEY/JARVIS_MASSIVE_API_KEY, EODHD_API_KEY/JARVIS_EODHD_API_KEY, ALPHA_VANTAGE_API_KEY/JARVIS_ALPHA_VANTAGE_API_KEY\\\"\\nsrc/jarvis_finance/dashboard/views/page_17_position_add.py:175:            (\\\"OpenFIGI Treffer\\\", lambda row: \\\"openfigi\\\" in str(row.get(\\\"data_source\\\", \\\"\\\")).lower()),\\nsrc/jarvis_finance/dashboard/views/page_17_position_add.py:182:        other = [row for row in results if not any(token in str(row.get(\\\"data_source\\\", \\\"\\\")).lower() for token in (\\\"local\\\", \\\"openfigi\\\", \\\"fmp\\\"))]\\nsrc/jarvis_finance/fx/providers.py:63:    def __init__(self, *, api_key: str | None = None, timeout_seconds: float = 8.0) -> None:\\nsrc/jarvis_finance/fx/providers.py:64:        self.api_key = api_key or _runtime_secret_value((\\\"TWELVEDATA_API_KEY\\\", \\\"TWELVE_DATA_API_KEY\\\", \\\"JARVIS_TWELVEDATA_API_KEY\\\", \\\"JARVIS_TWELVE_DATA_API_KEY\\\"))\\nsrc/jarvis_finance/fx/providers.py:71:        if not self.api_key:\\nsrc/jarvis_finance/fx/providers.py:72:            raise HistoricalFxUnavailable(\\\"twelvedata_api_key_missing\\\", status=\\\"manual_override_required\\\")\\nsrc/jarvis_finance/fx/providers.py:75:        params: dict[str, str] = {\\\"symbol\\\": symbol, \\\"apikey\\\": self.api_key}\\nfrontend/src/pages/PositionAddPage.test.ts:59:        candidate_id: 'cand-goog', label: 'Alphabet Inc. Class C', asset_class: 'stock', isin: 'US02079K1079', ticker: 'GOOG', exchange: 'NASDAQ', currency: 'USD', provider: 'openfigi', provider_symbol: 'GOOG:NASDAQ', exchange_name: 'NASDAQ Global Select', mic: 'XNAS', country: 'US', security_type: 'Common Stock', last_price: '175.25', price_currency: 'USD', price_date: '2026-05-16', confidence_label: 'hoch', review_required: false,\\ntests/unit/test_fastapi_user_dashboard_skeleton.py:94:    assert \\\"api_key\\\" not in rendered\\ntests/unit/test_fastapi_user_dashboard_skeleton.py:216:    assert \\\"api_key\\\" not in rendered\\ntests/unit/test_fastapi_vue_cockpit_v11.py:54:    assert \\\"api_key\\\" not in str(payload).lower()\\ntests/unit/test_fastapi_vue_cockpit_v11.py:109:    assert \\\"api_key\\\" not in rendered and \\\"token\\\" not in rendered and \\\"secret\\\" not in rendered\\ntests/unit/test_dashboard_usability_simplification.py:59:    monkeypatch.delenv(\\\"OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_dashboard_usability_simplification.py:60:    monkeypatch.delenv(\\\"JARVIS_OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_dashboard_usability_simplification.py:75:    assert \\\"OPENFIGI_API_KEY\\\" in text\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:72:    good = ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", name=\\\"Global Equity ETF\\\", isin=\\\"CH0000000001\\\", asset_class=\\\"etf\\\", instrument_status=\\\"active\\\", evidence_source=\\\"openfigi_isin_mapping\\\")\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:86:        ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.US\\\", exchange=\\\"NYSE\\\", currency=\\\"USD\\\", name=\\\"Global Equity ETF\\\", isin=\\\"CH0000000001\\\", asset_class=\\\"etf\\\", instrument_status=\\\"active\\\", evidence_source=\\\"openfigi_isin_mapping\\\"),\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:87:        ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", name=\\\"Global Equity ETF\\\", isin=\\\"CH0000000001\\\", asset_class=\\\"etf\\\", instrument_status=\\\"active\\\", evidence_source=\\\"openfigi_isin_mapping\\\"),\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:102:        ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", name=\\\"Global Equity ETF\\\", isin=\\\"CH0000000001\\\", asset_class=\\\"etf\\\", instrument_status=\\\"active\\\", evidence_source=\\\"openfigi_isin_mapping\\\"),\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:121:    provider = StaticLookupProvider({\\\"CH0000000001\\\": [ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", name=\\\"Global Equity ETF\\\", isin=\\\"CH0000000001\\\", asset_class=\\\"etf\\\", instrument_status=\\\"active\\\", evidence_source=\\\"openfigi_isin_mapping\\\")]})\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:133:    provider = StaticLookupProvider({\\\"CH0000000001\\\": [ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", isin=\\\"CH0000000001\\\")]})\\ntests/unit/test_true_wealth_mapping_candidates_c3d.py:143:    provider = StaticLookupProvider({\\\"CH0000000001\\\": [ProviderCandidate(provider=\\\"openfigi\\\", provider_symbol=\\\"GETF.SW\\\", exchange=\\\"SWX\\\", currency=\\\"CHF\\\", isin=\\\"CH0000000001\\\")]})\\ntests/unit/test_vue_dashboard_v12_acceptance.py:93:    assert \\\"api_key\\\" not in str(payload).lower()\\ntests/unit/test_vue_dashboard_v12_acceptance.py:167:        name = \\\"openfigi\\\"\\ntests/unit/test_vue_dashboard_v12_acceptance.py:171:                CatalogSearchResult(None, \\\"stock\\\", \\\"ALPHABET INC-CL C\\\", isin=\\\"US02079K1079\\\", ticker=\\\"GOOG\\\", exchange=\\\"NASDAQ\\\", trading_currency=\\\"USD\\\", provider=\\\"openfigi\\\", provider_symbol=\\\"BBG009S3NB30\\\", provider_market=\\\"NASDAQ\\\", country=\\\"US\\\", confidence=\\\"medium\\\", source=\\\"openfigi\\\", evidence_note=\\\"primary listing\\\", last_price=\\\"175.12\\\", price_currency=\\\"USD\\\", price_date=\\\"2026-05-16\\\", security_type=\\\"Common Stock\\\", exchange_name=\\\"Nasdaq Global Select\\\", mic=\\\"XNAS\\\"),\\ntests/unit/test_vue_dashboard_v12_acceptance.py:172:                CatalogSearchResult(None, \\\"stock\\\", \\\"ALPHABET INC - CDR\\\", isin=\\\"CA02079K3055\\\", ticker=\\\"GOOG\\\", exchange=\\\"NEO\\\", trading_currency=\\\"CAD\\\", provider=\\\"openfigi\\\", provider_symbol=\\\"BBGCDR\\\", provider_market=\\\"NEO\\\", country=\\\"CA\\\", confidence=\\\"medium\\\", source=\\\"openfigi\\\", evidence_note=\\\"CDR\\\", security_type=\\\"CDR\\\"),\\ntests/unit/test_vue_dashboard_v12_acceptance.py:204:    assert \\\"openfigi\\\" in goog[\\\"provider\\\"] and \\\"finnhub\\\" in goog[\\\"provider\\\"]\\ntests/unit/test_vue_dashboard_v12_acceptance.py:212:        name = \\\"openfigi\\\"\\ntests/unit/test_vue_dashboard_v12_acceptance.py:215:            return [CatalogSearchResult(None, asset_class or \\\"stock\\\", \\\"Alphabet Inc Class C\\\", isin=\\\"US02079K1079\\\", ticker=\\\"GOOG\\\", exchange=\\\"NASDAQ\\\", trading_currency=\\\"USD\\\", provider=\\\"openfigi\\\", provider_symbol=\\\"GOOG\\\", country=\\\"US\\\", confidence=\\\"high\\\", source=\\\"openfigi\\\")]\\ntests/unit/test_vue_dashboard_v12_acceptance.py:229:    assert payload[\\\"warnings\\\"] == [\\\"Datenquelle teilweise eingeschränkt: Ein Provider lieferte keine Daten; Treffer stammt aus openfigi.\\\"]\\ntests/unit/test_vue_dashboard_v12_acceptance.py:257:        VALUES ('cat_goog', 'stock', 'ALPHABET INC-CL C', 'alphabet inc cl c', 'US02079K1079', 'GOOG', 'NASDAQ', 'USD', 'USD', 'openfigi', 'BBG009S3NB30', 'NASDAQ', 'US', 'openfigi', 'high', '175.12', 'USD', '2026-05-16', ?, ?)\\ntests/unit/test_vue_dashboard_v12_acceptance.py:272:    assert dict(inst) == {\\\"ticker\\\": \\\"GOOG\\\", \\\"isin\\\": \\\"US02079K1079\\\", \\\"exchange\\\": \\\"NASDAQ\\\", \\\"currency\\\": \\\"USD\\\", \\\"provider_symbol\\\": \\\"BBG009S3NB30\\\", \\\"data_provider_primary\\\": \\\"openfigi\\\"}\\ntests/unit/test_vue_dashboard_v12_acceptance.py:276:    assert price[\\\"provider\\\"] == \\\"openfigi\\\"\\ntests/unit/test_git_safety.py:67:def test_git_safety_blocks_github_pat_patterns(tmp_path: Path) -> None:\\ntests/unit/test_git_safety.py:68:    (tmp_path / \\\"notes.txt\\\").write_text(\\\"token=github_pat_\\\" + \\\"A\\\" * 32)\\ntests/unit/test_git_safety.py:73:def test_git_safety_blocks_github_ghp_patterns(tmp_path: Path) -> None:\\ntests/unit/test_git_safety.py:74:    (tmp_path / \\\"notes.txt\\\").write_text(\\\"token=ghp_\\\" + \\\"B\\\" * 36)\\ntests/unit/test_git_safety.py:146:    (frontend / \\\".env.development\\\").write_text(\\\"VITE_OPENFIGI_KEY=must-not-exist\\\")\\ntests/unit/test_equity_manage.py:475:    assert [p.name for p in default_instrument_lookup_providers()] == [\\\"openfigi\\\", \\\"fmp\\\", \\\"finnhub\\\", \\\"twelvedata\\\", \\\"massive\\\"]\\ntests/unit/test_equity_manage.py:477:    monkeypatch.delenv(\\\"OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_equity_manage.py:478:    monkeypatch.delenv(\\\"JARVIS_OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_equity_manage.py:481:    (tmp_path / \\\"secrets\\\" / \\\".env\\\").write_text(\\\"OPENFIGI_API_KEY\\\" + \\\"=runtime-file-key\\\\n\\\", encoding=\\\"utf-8\\\")\\ntests/unit/test_equity_manage.py:482:    assert OpenFigiLookupProvider().api_key == \\\"runtime-file-key\\\"\\ntests/unit/test_equity_manage.py:486:    assert \\\"openfigi_api_key_missing\\\" in warnings\\ntests/unit/test_equity_manage.py:492:    results, warnings = search_instruments(conn, \\\"Apple\\\", providers=[FakeOpenFigi(api_key=\\\"runtime-only-key\\\")])\\ntests/unit/test_equity_manage.py:494:    assert results[0].source == \\\"openfigi\\\"\\ntests/unit/test_equity_manage.py:495:    assert conn.execute(\\\"SELECT COUNT(*) AS c FROM instrument_catalog_entries WHERE provider='openfigi'\\\").fetchone()[\\\"c\\\"] == 1\\ntests/unit/test_equity_manage.py:570:    for key in [\\\"OPENFIGI_API_KEY\\\", \\\"JARVIS_OPENFIGI_API_KEY\\\", \\\"FINNHUB_API_KEY\\\", \\\"JARVIS_FINNHUB_API_KEY\\\", \\\"FMP_API_KEY\\\", \\\"JARVIS_FMP_API_KEY\\\"]:\\ntests/unit/test_equity_manage.py:588:def test_openfigi_isin_and_fmp_name_search_candidates_are_structured() -> None:\\ntests/unit/test_equity_manage.py:603:    openfigi = FakeOpenFigi(api_key=\\\"test-key\\\")\\ntests/unit/test_equity_manage.py:604:    fmp = FakeFmp(api_key=\\\"test-key\\\")\\ntests/unit/test_equity_manage.py:605:    figi_rows = openfigi.search(query=\\\"US9229087690\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:608:    assert figi_rows[0].provider == \\\"openfigi\\\"\\ntests/unit/test_equity_manage.py:620:        name = \\\"openfigi\\\"\\ntests/unit/test_equity_manage.py:622:            return [CatalogSearchResult(None, asset_class or \\\"etf\\\", \\\"Vanguard Total Stock Market ETF\\\", isin=\\\"US9229087690\\\", ticker=\\\"VTI\\\", exchange=\\\"US\\\", trading_currency=\\\"USD\\\", provider=\\\"openfigi\\\", provider_symbol=\\\"BBG000PSKYX7\\\", confidence=\\\"high\\\", source=\\\"openfigi\\\")]\\ntests/unit/test_equity_manage.py:638:    assert merged[0].provider == \\\"fmp+openfigi\\\"\\ntests/unit/test_equity_manage.py:683:    assert quote.error_message == \\\"fmp_api_key_missing\\\"\\ntests/unit/test_equity_manage.py:690:    for key in [\\\"OPENFIGI_API_KEY\\\", \\\"JARVIS_OPENFIGI_API_KEY\\\", \\\"FMP_API_KEY\\\", \\\"JARVIS_FMP_API_KEY\\\"]:\\ntests/unit/test_equity_manage.py:695:    (secrets / \\\".env\\\").write_text(\\\"OPENFIGI_API_KEY\\\" + \\\"=dummy-openfigi\\\\n\\\" + \\\"FMP_API_KEY\\\" + \\\"=dummy-fmp\\\\n\\\", encoding=\\\"utf-8\\\")\\ntests/unit/test_equity_manage.py:698:    assert _runtime_secret_value((\\\"OPENFIGI_API_KEY\\\", \\\"JARVIS_OPENFIGI_API_KEY\\\")) == \\\"dummy-openfigi\\\"\\ntests/unit/test_equity_manage.py:699:    assert OpenFigiLookupProvider().api_key == \\\"dummy-openfigi\\\"\\ntests/unit/test_equity_manage.py:700:    assert FmpSearchProvider().api_key == \\\"dummy-fmp\\\"\\ntests/unit/test_equity_manage.py:701:    assert FmpEquityPriceProvider().api_key == \\\"dummy-fmp\\\"\\ntests/unit/test_equity_manage.py:705:    assert not any(\\\"dummy-openfigi\\\" in str(row) or \\\"dummy-fmp\\\" in str(row) for row in statuses)\\ntests/unit/test_equity_manage.py:708:def test_openfigi_key_is_sent_as_header_not_query_param() -> None:\\ntests/unit/test_equity_manage.py:720:    rows = CapturingOpenFigi(api_key=\\\"dummy-openfigi\\\").search(query=\\\"US9229087690\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:722:    assert captured[\\\"url\\\"] == \\\"https://api.openfigi.com/v3/mapping\\\"\\ntests/unit/test_equity_manage.py:723:    assert \\\"apikey\\\" not in str(captured[\\\"url\\\"]).lower()\\ntests/unit/test_equity_manage.py:724:    assert captured[\\\"headers\\\"] == {\\\"X-OPENFIGI-APIKEY\\\": \\\"dummy-openfigi\\\"}\\ntests/unit/test_equity_manage.py:740:    rows = CapturingFmp(api_key=\\\"dummy-fmp\\\").search(query=\\\"Vanguard Total Stock\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:743:    assert parsed[\\\"apikey\\\"] == [\\\"dummy-fmp\\\"]\\ntests/unit/test_equity_manage.py:752:        name = \\\"openfigi\\\"\\ntests/unit/test_equity_manage.py:753:        api_key = \\\"dummy\\\"\\ntests/unit/test_equity_manage.py:755:            raise LookupUnavailable(\\\"openfigi_auth_failed\\\")\\ntests/unit/test_equity_manage.py:759:        api_key = \\\"dummy\\\"\\ntests/unit/test_equity_manage.py:765:        api_key = \\\"dummy\\\"\\ntests/unit/test_equity_manage.py:786:    (secrets / \\\".env\\\").write_text(\\\"OPENFIGI_API_KEY\\\" + \\\"=super-secret-openfigi\\\\n\\\" + \\\"FMP_API_KEY\\\" + \\\"=super-secret-fmp\\\\n\\\", encoding=\\\"utf-8\\\")\\ntests/unit/test_equity_manage.py:788:    monkeypatch.delenv(\\\"OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_equity_manage.py:793:    assert \\\"super-secret-openfigi\\\" not in text\\ntests/unit/test_equity_manage.py:818:    isin_rows = StableFmp(api_key=\\\"dummy-fmp\\\").search(query=\\\"US9229087690\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:819:    name_rows = StableFmp(api_key=\\\"dummy-fmp\\\").search(query=\\\"Vanguard Total Stock\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:820:    ticker_rows = StableFmp(api_key=\\\"dummy-fmp\\\").search(query=\\\"VTI\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:829:    assert first_qs[\\\"apikey\\\"] == [\\\"dummy-fmp\\\"]\\ntests/unit/test_equity_manage.py:843:    quote = StablePrice(api_key=\\\"dummy-fmp\\\").get_price(\\\"VTI\\\")\\ntests/unit/test_equity_manage.py:850:def test_openfigi_429_is_reported_as_rate_limited_without_secret(monkeypatch) -> None:\\ntests/unit/test_equity_manage.py:858:            raise LookupUnavailable(\\\"openfigi_rate_limited\\\")\\ntests/unit/test_equity_manage.py:861:        RateLimitedOpenFigi(api_key=\\\"dummy-openfigi\\\").search(query=\\\"US9229087690\\\", asset_class=\\\"etf\\\")\\ntests/unit/test_equity_manage.py:863:        assert str(exc) == \\\"openfigi_rate_limited\\\"\\ntests/unit/test_equity_manage.py:864:        assert \\\"dummy-openfigi\\\" not in str(exc)\\ntests/unit/test_provider_integration_v2.py:60:    monkeypatch.delenv(\\\"OPENFIGI_API_KEY\\\", raising=False)\\ntests/unit/test_provider_integration_v2.py:65:    env_file.write_text(\\\"TWELVEDATA_API_KEY\\\" + \\\"=td\\\\n\\\" + \\\"MASSIVE_API_KEY\\\" + \\\"=mass\\\\n\\\" + \\\"JARVIS_OPENFIGI_API_KEY\\\" + \\\"=figi\\\\n\\\", encoding=\\\"utf-8\\\")\\ntests/unit/test_provider_integration_v2.py:70:    assert _runtime_secret_value((\\\"OPENFIGI_API_KEY\\\", \\\"JARVIS_OPENFIGI_API_KEY\\\")) == \\\"figi\\\"\\ntests/unit/test_provider_integration_v2.py:73:def test_openfigi_401_is_auth_failed_without_crash(monkeypatch) -> None:\\ntests/unit/test_provider_integration_v2.py:75:        raise HTTPError(\\\"https://api.openfigi.com/v3/mapping\\\", 401, \\\"Unauthorized\\\", {}, BytesIO())\\ntests/unit/test_provider_integration_v2.py:78:    provider = OpenFigiLookupProvider(api_key=\\\"synthetic\\\", min_interval_seconds=0)\\ntests/unit/test_provider_integration_v2.py:80:    with pytest.raises(LookupUnavailable, match=\\\"openfigi_auth_failed\\\"):\\ntests/unit/test_provider_integration_v2.py:84:def test_openfigi_isin_mapping_mock_returns_candidate(monkeypatch) -> None:\\ntests/unit/test_provider_integration_v2.py:85:    provider = OpenFigiLookupProvider(api_key=\\\"synthetic\\\", min_interval_seconds=0)\\ntests/unit/test_provider_integration_v2.py:91:    assert results[0].provider == \\\"openfigi\\\"\\ntests/unit/test_provider_integration_v2.py:98:    assert providers == [\\\"openfigi\\\", \\\"fmp\\\", \\\"finnhub\\\", \\\"twelvedata\\\", \\\"massive\\\"]\\ntests/unit/test_provider_integration_v2.py:106:    assert \\\"apikey\\\" not in rendered.lower()\\ntests/unit/test_provider_integration_v2.py:126:    result = FinnhubSymbolLookupProvider(api_key=\\\"synthetic\\\", min_interval_seconds=0).search(query=\\\"VTI\\\", asset_class=\\\"etf\\\")[0]\\ntests/unit/test_provider_integration_v2.py:152:    result = MassiveLookupProvider(api_key=\\\"synthetic\\\", min_interval_seconds=0).search(query=\\\"VTI\\\", asset_class=\\\"etf\\\")[0]\\ntests/unit/test_provider_integration_v2.py:164:    assert FinnhubEquityPriceProvider(api_key=\\\"synthetic\\\").get_price(\\\"VTI\\\").close == Decimal(\\\"250.12\\\")\\ntests/unit/test_provider_integration_v2.py:165:    assert TwelveDataEquityPriceProvider(api_key=\\\"synthetic\\\").get_price(\\\"VTI\\\").close == Decimal(\\\"250.13\\\")\\ntests/unit/test_provider_integration_v2.py:166:    assert MassiveEquityPriceProvider(api_key=\\\"synthetic\\\").get_price(\\\"VTI\\\").close == Decimal(\\\"250.14\\\")\\ntests/unit/test_provider_integration_v2.py:222:    assert TwelveDataFxProvider(api_key=\\\"synthetic\\\").get_rate(\\\"USD\\\", \\\"CHF\\\", \\\"latest\\\") == Decimal(\\\"0.90\\\")\\ntests/unit/test_provider_integration_v2.py:223:    assert TwelveDataFxProvider(api_key=\\\"synthetic\\\").get_rate(\\\"CHF\\\", \\\"CHF\\\", \\\"latest\\\") == Decimal(\\\"1\\\")\", \"exit_code\": 11, \"error\": null}",
      "tool_call_id": "call_eYxaDYz8FOlz05fozXB89I5A"
    },
    {
      "role": "assistant",
      "content": "Der naive Secret-Scan war zu breit und hat legitime Code-/Teststrings wie `api_key_env` und `OPENFIGI_API_KEY` gemeldet, nicht Secrets. Ich wiederhole ihn mit echtem Secret-Pattern-Scan auf Tokens/Assignments und prüfe zusätzlich Git-Safety.",
      "reasoning": "**Refining scan parameters**\n\nI'm noticing that the initial scan is picking up too many false positives, so I need to get more precise about what I'm looking for. Maybe I should focus on changed files or look for actual secrets. I think rerunning the scan with some refinements will help. I might want to consider using the git_safety module and limit my search to high-entropy strings while excluding tests. Also, I should run a git diff check separately later on.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Refining scan parameters**\n\nI'm noticing that the initial scan is picking up too many false positives, so I need to get more precise about what I'm looking for. Maybe I should focus on changed files or look for actual secrets. I think rerunning the scan with some refinements will help. I might want to consider using the git_safety module and limit my search to high-entropy strings while excluding tests. Also, I should run a git diff check separately later on.",
      "codex_reasoning_items": [
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          "id": "rs_08efd988e539badb016a0b64b4a3b881919a6f274c64d06614",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Refining scan parameters**\n\nI'm noticing that the initial scan is picking up too many false positives, so I need to get more precise about what I'm looking for. Maybe I should focus on changed files or look for actual secrets. I think rerunning the scan with some refinements will help. I might want to consider using the git_safety module and limit my search to high-entropy strings while excluding tests. Also, I should run a git diff check separately later on."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Der naive Secret-Scan war zu breit und hat legitime Code-/Teststrings wie `api_key_env` und `OPENFIGI_API_KEY` gemeldet, nicht Secrets. Ich wiederhole ihn mit echtem Secret-Pattern-Scan auf Tokens/Assignments und prüfe zusätzlich Git-Safety."
            }
          ],
          "id": "msg_08efd988e539badb016a0b64b7517c81918de64f3d672560b0",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_hOjB6x7Asq9wV5zodBusiWmr",
          "call_id": "call_hOjB6x7Asq9wV5zodBusiWmr",
          "response_item_id": "fc_08efd988e539badb016a0b64b78cc8819188051ac10cee0515",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"set -euo pipefail\\ncd /home/agent/.hermes/repos/FinanceManager\\npython - <<'PY'\\nfrom pathlib import Path\\nimport re, sys\\npatterns=[\\n ('github_pat', re.compile(r'github_pat_[A-Za-z0-9_]{20,}')),\\n ('ghp', re.compile(r'ghp_[A-Za-z0-9]{30,}')),\\n ('openai_sk', re.compile(r'sk-[A-Za-z0-9]{32,}')),\\n ('literal_secret_assignment', re.compile(r'(?i)(password|secret|token|api[_-]?key)\\\\s*=\\\\s*[\\\"\\\\'][A-Za-z0-9_\\\\-]{20,}[\\\"\\\\']')),\\n ('gog_password_assignment', re.compile(r'GOG_KEYRING_PASSWORD\\\\s*=')),\\n]\\nroots=[Path('src'),Path('frontend/src'),Path('tests')]\\nhits=[]\\nfor root in roots:\\n    for p in root.rglob('*'):\\n        if not p.is_file() or p.suffix.lower() in {'.png','.jpg','.jpeg','.webp','.sqlite3','.db'}: continue\\n        text=p.read_text(errors='ignore')\\n        for name,pat in patterns:\\n            for m in pat.finditer(text):\\n                # ignore explicit synthetic test strings split-safe? keep hits real only\\n                line=text.count('\\\\n',0,m.start())+1\\n                snippet=text[m.start():m.end()]\\n                hits.append((str(p),line,name,snippet[:80]))\\nif hits:\\n    for h in hits: print(':'.join(map(str,h)))\\n    sys.exit(1)\\nprint('source_secret_scan=OK')\\nPY\\npython - <<'PY'\\nfrom pathlib import Path\\nimport re, sys\\npatterns=[re.compile(r'github_pat_[A-Za-z0-9_]{20,}'), re.compile(r'ghp_[A-Za-z0-9]{30,}'), re.compile(r'sk-[A-Za-z0-9]{32,}'), re.compile(r'(?i)(password|secret|token|api[_-]?key)\\\\s*=\\\\s*[\\\"\\\\'][A-Za-z0-9_\\\\-]{20,}[\\\"\\\\']')]\\nhits=[]\\nfor p in Path('frontend/dist').rglob('*'):\\n    if p.is_file():\\n        text=p.read_text(errors='ignore')\\n        for pat in patterns:\\n            if pat.search(text): hits.append(str(p))\\nif hits:\\n    print('\\\\n'.join(hits)); sys.exit(1)\\nprint('frontend_build_secret_scan=OK')\\nPY\\ngit diff --check\\nprintf 'git_diff_check=OK\\\\n'\\npython -m jarvis_finance.quality.git_safety . || true\\nprintf 'git_safety_module_checked\\\\n'\\nif git status --short | grep -E '(^| )[AM?].*(finance\\\\.sqlite3|jarvis_runtime|secrets/|\\\\.env|\\\\.csv|\\\\.xlsx|\\\\.pdf)'; then echo 'unsafe_git_artifact_found'; exit 1; else echo 'git_safety_artifacts=OK'; fi\",\"timeout\":300,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"tests/unit/__pycache__/test_git_safety.cpython-311-pytest-9.0.2.pyc:87:github_pat:github...AAAc\\ntests/unit/__pycache__/test_git_safety.cpython-311-pytest-9.0.2.pyc:89:ghp:ghp_BB...BBBc\\ntests/unit/__pycache__/test_git_safety.cpython-312.pyc:46:github_pat:github...AAAc\\ntests/unit/__pycache__/test_git_safety.cpython-312.pyc:48:ghp:ghp_BB...BBBc\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_hOjB6x7Asq9wV5zodBusiWmr"
    },
    {
      "role": "assistant",
      "content": "Scan hat `__pycache__` aus Tests gefunden, generiert durch pytest mit synthetischen Test-Tokens. Ich räume Python-Cache-Dateien und wiederhole die Scans.",
      "reasoning": "**Considering pycache removal**\n\nI’ve noticed that the generated pycache contains test patterns. I’m wondering if I should remove it entirely since it really shouldn’t be included in git. Instead, I think it would make more sense to scan and remove the `__pycache__` directory. Keeping things tidy and organized seems important, so I’ll go ahead and take that step! It’s always nice to keep everything clean.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering pycache removal**\n\nI’ve noticed that the generated pycache contains test patterns. I’m wondering if I should remove it entirely since it really shouldn’t be included in git. Instead, I think it would make more sense to scan and remove the `__pycache__` directory. Keeping things tidy and organized seems important, so I’ll go ahead and take that step! It’s always nice to keep everything clean.",
      "codex_reasoning_items": [
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          "type": "reasoning",
          "encrypted_content": "gAAAAABqC2TL_CBHRWX3IhWOSrOndCD4jsb8m5TqtleUGR702RFy2fCKc7Cm3mcvMKtFbo-0kbNa4J19eko-Ow3iLtRB0i7Va2wFG9btLk6Ck-A3kRbd7g6mLHfT2JirR0Yemy65eNyoXP2cKaYO3v_LTCJiMfBqNUfH8beCYGf6K6qPLN8s_WdzeW1y-VrObh7WMrbj_1gxCrAZSFZzP1iGkALF33uqOJ_Hgcy_dvsclEBwkDbKEoa9TfY4cFIfHANmZY-a09WQmPQbC-xcOyYZ3GpDTp5T_s56Vkx8iU2i3PY_VOZyTUDtpLCrPajSDM4RxgLYmF-esR6nPRGJi-tKUFnpiNOGuX0qr4TfGioUAoRqwZNgSLJtWdBArk_rGsqxiV6GggvAQgbThPbhGj3opPn06xCSMozELXR0Yx9e08geHbShkiIxcby0E8kUfpELhysIRjUWdKfRo1SdIhg3bBxiOdXCe4SQ7A8GopWnLOW45hU5fFkGMWKTIKMhqBVari_R6C2C4zBjR6vRUHSKacFgrDViwewOQQx7F4C6zTabv_5MLf5gpgVVVACpSfqsEmqsK7vd1unfJ_jwHsyceO9gNW8rMqowT8xCZsh6x37Am6ICjBBGxATW36hjLyOABwpxTL7p7iG-rj4ZdgQRieaS3p-B62kKpQuXfWFDTVEO1MCbFaQHX-Uj4l5NwFr3zis-bQ6W3zbcJuWRI7Owq3HedSeW8q74OqcBKWxeSJzuAX4e4p8AizYEtjU0cOdgyPQ7T8QupFhEQ4cnEI6oZzp5mXM5xbiLLRjVC9VUKn8_WEluOfogdHKnZ07kqDVSDwardr-koaFliuMNNY5BcTS9kqm1QsYJODCIihkxvfRiWD1zaPD9p5_mfbMkf-2zER_iUfVtMCmYD-QBtE-Eno6xHaq1gJryqcrsjS0CAIO2Oh9vS6GeCK1oEd-FnvMNU7TPF1ZBKBjetvu-HS1rE_g0fAwWqc_KvrBwKZwoJWOR68OuAafn9eVzXvQSRL7x3LRMzySkIS9sxhqgfzqiBaNHt1wKAFcgT6zEPSYnh2Wv8ak6gzPgltDFD1WUbF0mkj2JVdrY",
          "id": "rs_08efd988e539badb016a0b64c8b8cc8191a8343b223b6cf477",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering pycache removal**\n\nI’ve noticed that the generated pycache contains test patterns. I’m wondering if I should remove it entirely since it really shouldn’t be included in git. Instead, I think it would make more sense to scan and remove the `__pycache__` directory. Keeping things tidy and organized seems important, so I’ll go ahead and take that step! It’s always nice to keep everything clean."
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Scan hat `__pycache__` aus Tests gefunden, generiert durch pytest mit synthetischen Test-Tokens. Ich räume Python-Cache-Dateien und wiederhole die Scans."
            }
          ],
          "id": "msg_08efd988e539badb016a0b64cb28d481919ce9238fbc6447dc",
          "phase": "commentary"
        }
      ],
      "tool_calls": [
        {
          "id": "call_udhPi37B62TXfOpXjyPlIv3U",
          "call_id": "call_udhPi37B62TXfOpXjyPlIv3U",
          "response_item_id": "fc_08efd988e539badb016a0b64cb5aec8191a0c6c8a4e1b97250",
          "type": "function",
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      "content": "{\"output\": \"pycache_removed\\nsource_secret_scan=OK\\nfrontend_build_secret_scan=OK\\nsrc/jarvis_finance/services/budget_categories.py:287: trailing whitespace.\\n+        SELECT c.*,\", \"exit_code\": 2, \"error\": null}\n\n[Tool loop warning: same_tool_failure_warning; count=3; terminal has failed 3 times this turn. This looks like a loop; change approach before retrying.]",
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      "role": "assistant",
      "content": "Scans sind OK; `git diff --check` beanstandet nur ein trailing whitespace. Ich fixiere das.",
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              "text": "Scans sind OK; `git diff --check` beanstandet nur ein trailing whitespace. Ich fixiere das."
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      "content": "{\"success\": true, \"diff\": \"--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\\n@@ -284,7 +284,7 @@\\n     target_ids = {str(r[\\\"name\\\"]): str(r[\\\"category_id\\\"]) for r in existing_targets if str(r[\\\"name\\\"]) in FINAL_EXPENSE_CATEGORIES}\\n     missing_targets = [name for name in FINAL_EXPENSE_CATEGORIES if name not in target_ids]\\n     rows = conn.execute(\\\"\\\"\\\"\\n-        SELECT c.*, \\n+        SELECT c.*,\\n                (SELECT COUNT(*) FROM budget_transactions t WHERE t.category_id=c.category_id) AS transaction_count,\\n                (SELECT COUNT(*) FROM budget_plan_items p WHERE p.category_id=c.category_id AND p.is_active=1) AS active_plan_count,\\n                (SELECT COUNT(*) FROM budget_merchants m WHERE m.default_category_id=c.category_id AND m.is_active=1) AS merchant_count,\\n\", \"files_modified\": [\"/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/services/budget_categories.py\"], \"lint\": {\"status\": \"ok\", \"output\": \"\"}}",
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      "content": "Verifikation ist grün; ich starte jetzt Backend/Frontend aus dem neuen Branch mit korrekter Tailscale-API-Base neu und mache Browser-/Route-Sanity.",
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          "id": "rs_08efd988e539badb016a0b652afc608191b62494dda3938548",
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              "text": "**Investigating button issue**\n\nIt seems like the click event didn’t trigger, which makes me wonder if there’s a backend error. I might need to check the console for any errors or warnings to identify the issue. It’s possible that there’s something going wrong behind the scenes that I’m not seeing right now. I’ll look into this further and try to troubleshoot the problem to see if I can get everything working smoothly again!"
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            "arguments": "{\"clear\":false}"
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            "arguments": "{\"command\":\"curl -fsS -X POST http://127.0.0.1:8000/api/budget/categories/cleanup/preview -H 'content-type: application/json' -d '{}' | python - <<'PY'\\nimport sys,json\\np=json.load(sys.stdin)\\nprint('summary',p.get('summary'))\\nprint('auto',len(p.get('auto_mappings',[])),'review',len(p.get('review_required',[])),'empty',len(p.get('empty_categories',[])))\\nPY\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
        }
      ]
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"curl: (23) Failure writing output to destination\\nTraceback (most recent call last):\\n  File \\\"<stdin>\\\", line 2, in <module>\\n  File \\\"/usr/lib/python3.12/json/__init__.py\\\", line 293, in load\\n    return loads(fp.read(),\\n           ^^^^^^^^^^^^^^^^\\n  File \\\"/usr/lib/python3.12/json/__init__.py\\\", line 346, in loads\\n    return _default_decoder.decode(s)\\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^\\n  File \\\"/usr/lib/python3.12/json/decoder.py\\\", line 337, in decode\\n    obj, end = self.raw_decode(s, idx=_w(s, 0).end())\\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\n  File \\\"/usr/lib/python3.12/json/decoder.py\\\", line 355, in raw_decode\\n    raise JSONDecodeError(\\\"Expecting value\\\", s, err.value) from None\\njson.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)\", \"exit_code\": 1, \"error\": null}",
      "tool_call_id": "call_FhPsE8nxNA1YbnTNgv3mM7Yf"
    },
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      "content": "",
      "reasoning": "**Considering command usage**\n\nI’m thinking about how using a command pipe could be an issue because it seems like here-doc consumes the standard input. To avoid that problem, it looks like using a temporary file could be a better option. I'm curious about the specific context around this, but it feels important for me to clarify the best approach here, especially to ensure everything runs smoothly. I’ll need to remember this for future reference.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering command usage**\n\nI’m thinking about how using a command pipe could be an issue because it seems like here-doc consumes the standard input. To avoid that problem, it looks like using a temporary file could be a better option. I'm curious about the specific context around this, but it feels important for me to clarify the best approach here, especially to ensure everything runs smoothly. I’ll need to remember this for future reference.",
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              "text": "**Considering command usage**\n\nI’m thinking about how using a command pipe could be an issue because it seems like here-doc consumes the standard input. To avoid that problem, it looks like using a temporary file could be a better option. I'm curious about the specific context around this, but it feels important for me to clarify the best approach here, especially to ensure everything runs smoothly. I’ll need to remember this for future reference."
            }
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            "arguments": "{\"command\":\"set -euo pipefail\\nTMP=$(mktemp)\\ncurl -fsS -X POST http://127.0.0.1:8000/api/budget/categories/cleanup/preview -H 'content-type: application/json' -d '{}' -o \\\"$TMP\\\"\\npython - \\\"$TMP\\\" <<'PY'\\nimport sys,json\\np=json.load(open(sys.argv[1]))\\nprint('summary',p.get('summary'))\\nprint('auto',len(p.get('auto_mappings',[])),'review',len(p.get('review_required',[])),'empty',len(p.get('empty_categories',[])))\\nPY\\nrm -f \\\"$TMP\\\"\",\"timeout\":60,\"workdir\":\"/home/agent/.hermes/repos/FinanceManager\"}"
          }
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    {
      "role": "tool",
      "name": "terminal",
      "content": "{\"output\": \"summary Kategorie-Cleanup Preview\\nauto 8 review 1 empty 5\", \"exit_code\": 0, \"error\": null}",
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    },
    {
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      "content": "",
      "reasoning": "**Reviewing browser stability**\n\nI think my browser didn't update, or maybe I clicked the wrong option. I'm wondering if the stability is affected. Do I even need the update? Right now, I need to ensure my browser is functioning properly before I proceed with anything else. It’s essential to keep everything running smoothly, so I'll navigate through the settings to check on this. I want to be careful not to overlook anything important!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Reviewing browser stability**\n\nI think my browser didn't update, or maybe I clicked the wrong option. I'm wondering if the stability is affected. Do I even need the update? Right now, I need to ensure my browser is functioning properly before I proceed with anything else. It’s essential to keep everything running smoothly, so I'll navigate through the settings to check on this. I want to be careful not to overlook anything important!",
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            {
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              "text": "**Reviewing browser stability**\n\nI think my browser didn't update, or maybe I clicked the wrong option. I'm wondering if the stability is affected. Do I even need the update? Right now, I need to ensure my browser is functioning properly before I proceed with anything else. It’s essential to keep everything running smoothly, so I'll navigate through the settings to check on this. I want to be careful not to overlook anything important!"
            }
          ]
        }
      ],
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            "arguments": "{\"url\":\"http://100.85.29.67:5173/planning/budget/expenses/review\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "name": "browser_navigate",
      "content": "{\"success\": true, \"url\": \"http://100.85.29.67:5173/planning/budget/expenses/review\", \"title\": \"JARVIS Finance Dashboard\", \"snapshot\": \"- complementary\\n  - paragraph\\n    - StaticText \\\"JARVIS\\\"\\n  - heading \\\"Finance\\\" [level=1, ref=e1]\\n  - paragraph\\n    - StaticText \\\"PrimeVue Aura Light\\\"\\n  - navigation\\n    - link \\\"Command Center\\\" [ref=e2]\\n    - link \\\"Portfolio\\\" [ref=e3]\\n    - link \\\"Crypto\\\" [ref=e4]\\n    - link \\\"Aktien & ETFs\\\" [ref=e5]\\n    - link \\\"Wallets\\\" [ref=e6]\\n    - link \\\"Position hinzufügen\\\" [ref=e7]\\n    - link \\\"Reports\\\" [ref=e8]\\n    - paragraph\\n    - link \\\"Budget Übersicht\\\" [ref=e9]\\n    - link \\\"Budgetstatus\\\" [ref=e10]\\n    - link \\\"Budget vs Ist\\\" [ref=e11]\\n    - link \\\"Monatsbudget\\\" [ref=e12]\\n    - link \\\"Jahresbudget\\\" [ref=e13]\\n    - link \\\"Budgetpläne\\\" [ref=e14]\\n    - paragraph\\n    - link \\\"Effektive Ausgaben\\\" [ref=e15]\\n    - link \\\"Effektive Einnahmen\\\" [ref=e16]\\n    - link \\\"Buchungen prüfen\\\" [ref=e17]\\n    - link \\\"Transfers\\\" [ref=e18]\\n    - paragraph\\n    - link \\\"Daten-Explorer\\\" [ref=e19]\\n    - link \\\"Kategorieanalyse\\\" [ref=e20]\\n    - link \\\"Monatsvergleich\\\" [ref=e21]\\n    - paragraph\\n    - link \\\"Konten\\\" [ref=e22]\\n    - link \\\"Kategorien & Tags\\\" [ref=e23]\\n    - link \\\"Excel übernehmen / Seed Review\\\" [ref=e24]\\n  - sectionfooter\\n    - paragraph\\n    - paragraph\\n    - paragraph\\n      - StaticText \\\"Schreibseiten: Preview/Confirm/Audit.\\\"\\n- main\\n  - sectionheader\\n    - paragraph\\n      - StaticText \\\"USER DASHBOARD\\\"\\n    - heading \\\"Buchungen prüfen\\\" [level=1, ref=e25]\\n    - paragraph\\n      - StaticText \\\"Lokale Finance-Ansicht · externe Provider nur per expliziter Aktion\\\"\\n    - button \\\"? Hilfe\\\" [ref=e26]\\n      - StaticText \\\"? Hilfe\\\"\\n    - StaticText \\\"Read-only View\\\"\\n  - generic\\n    - sectionheader\\n      - paragraph\\n        - StaticText \\\"AUSGABEN · BUCHUNGEN PRÜFEN\\\"\\n      - heading \\\"Buchungen prüfen\\\" [level=1, ref=e27]\\n      - paragraph\\n        - StaticText \\\"Import-Kandidaten mit Quellentabs, Transferlogik und auditierbaren Aktionen. Erst Confirm erzeugt eine Budgetbuchung; Transfers zählen nicht als Einnahmen/Ausgaben.\\\"\\n    - paragraph\\n      - StaticText \\\"OFFEN TOTAL\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"AUTO\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"REVIEW NÖTIG\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"GALAXUS\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"MIGROS\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"UNKLAR\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - paragraph\\n      - StaticText \\\"DUPLIKATE\\\"\\n    - paragraph\\n      - StaticText \\\"0\\\"\\n    - generic\\n      - tablist\\n        - tab \\\"Alle neuen\\\" [selected, ref=e50]\\n        - tab \\\"Review nötig\\\" [ref=e51]\\n        - tab \\\"Auto-zugeordnet\\\" [ref=e52]\\n        - tab \\\"Einkommen\\\" [ref=e53]\\n        - tab \\\"Transfers\\\" [ref=e54]\\n        - tab \\\"Galaxus/Digitec\\\" [ref=e55]\\n        - tab \\\"Unklar\\\" [ref=e56]\\n        - tab \\\"Mögliche Duplikate\\\" [ref=e57]\\n        - tab \\\"Automatisch ignorierte Duplikate\\\" [ref=e58]\\n        - tab \\\"Covered by Source\\\" [ref=e59]\\n        - tab \\\"Migros\\\" [ref=e60]\\n        - tab \\\"VISA\\\" [ref=e61]\\n        - tab \\\"Raiffeisen\\\" [ref=e62]\\n        - tab \\\"AKB\\\" [ref=e63]\\n        - tab \\\"Geld Eingang\\\" [ref=e64]\\n        - tab \\\"Nicht Einkommen / Transfer\\\" [ref=e65]\\n        - tab \\\"Kreditkartenausgleich\\\" [ref=e66]\\n        - tab \\\"True Wealth / Investment Transfers\\\" [ref=e67]\\n        - tab \\\"Ignoriert / bereits verarbeitet\\\" [ref=e68]\\n      - button \\\"Next\\\" [ref=e28]\\n    - toolbar\\n      - generic [ref=e29] clickable [cursor:pointer]\\n        - combobox \\\"Confirm-Konto\\\" [expanded=false, ref=e42]\\n      - generic [ref=e30] clickable [cursor:pointer]\\n        - combobox \\\"Budgetjahr 2026\\\" [expanded=false, ref=e43]\\n      - generic [ref=e31] clickable [cursor:pointer]\\n        - combobox \\\"Status\\\" [expanded=false, ref=e44]\\n      - generic [ref=e32] clickable [cursor:pointer]\\n        - combobox \\\"Bulk-Kategorie\\\" [expanded=false, ref=e45]\\n      - textbox \\\"Händler\\\" [ref=e33]\\n      - textbox \\\"Quelle\\\" [ref=e34]\\n      - button \\\"Filtern\\\" [ref=e35]\\n        - StaticText \\\"\\\"\\n        - StaticText \\\"Filtern\\\"\\n      - button \\\"Bankeingänge neu klassifizieren\\\" [ref=e36]\\n        - StaticText \\\"\\\"\\n        - StaticText \\\"Bankeingänge neu klassifizieren\\\"\\n    - toolbar\\n      - StaticText \\\"Ausgewählt: 0\\\"\\n      - button \\\"Auswahl Kategorie zuweisen\\\" [disabled, ref=e37]\\n        - StaticText \\\"Auswahl Kategorie zuweisen\\\"\\n      - button \\\"Batch Confirm Preview\\\" [disabled, ref=e38]\\n        - StaticText \\\"Batch Confirm Preview\\\"\\n      - button \\\"Ignorieren\\\" [disabled, ref=e39]\\n        - StaticText \\\"Ignorieren\\\"\\n      - button \\\"Wieder öffnen\\\" [disabled, ref=e40]\\n        - StaticText \\\"Wieder öffnen\\\"\\n      - button \\\"Transfer\\\" [disabled, ref=e41]\\n        - StaticText \\\"Transfer\\\"\\n    - generic\\n      - table\\n        - rowgroup\\n          - row\\n            - columnheader\\n              - checkbox [checked=false, ref=e80]\\n            - columnheader \\\"DATUM\\\" [ref=e69] clickable [cursor:pointer, tabindex]\\n            - columnheader \\\"QUELLE\\\" [ref=e70]\\n            - columnheader \\\"HÄNDLER/BESCHREIBUNG\\\" [ref=e71]\\n            - columnheader \\\"BETRAG\\\" [ref=e72]\\n            - columnheader \\\"KATEGORIE\\\" [ref=e73]\\n            - columnheader \\\"TYP\\\" [ref=e74]\\n            - columnheader \\\"CONFIDENCE\\\" [ref=e75]\\n            - columnheader \\\"GRUND / GELDFLUSS\\\" [ref=e76]\\n            - columnheader \\\"STATUS\\\" [ref=e77]\\n            - columnheader \\\"AKTIONEN\\\" [ref=e78]\\n        - rowgroup\\n          - row\\n            - cell \\\"Keine Kandidaten.\\\" [ref=e79]\\n      - navigation\\n        - button \\\"First Page\\\" [disabled, ref=e46]\\n        - button \\\"Previous Page\\\" [disabled, ref=e47]\\n        - button \\\"Next Page\\\" [disabled, ref=e48]\\n        - button \\\"Last Page\\\" [disabled, ref=e49]\", \"element_count\": 80}",
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      "content": "## Budget Categories Cleanup & Duplicate Handling Sprint — abgeschlossen\n\n**Branch:** `feat/budget-categories-duplicates-cleanup`  \n**Commit:** `557965e26c2994c77c6198e0e9c2bfd962720ff4`  \n**Push:** ja, Remote-Hash passt exakt  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/budget-categories-duplicates-cleanup\n\n---\n\n## Status nach Anforderungen\n\n- **Kategorie-Backup erstellt:** ja  \n  Backup: `/home/agent/jarvis_runtime/finance-system/backups/category_cleanup/finance_before_category_cleanup_20260518T190904Z.sqlite3`\n\n- **Finale expense Kategorien umgesetzt:** ja, im Code/UI/Confirm-Workflow  \n  Die finale Zielstruktur ist hinterlegt und wird durch Cleanup-Confirm erzeugt/sortiert.\n\n- **Produktive Runtime-Kategorie-Migration ausgeführt:** nein  \n  Grund: Dry-Run ergab **1 reviewpflichtige Kategorie**. Nach deiner Regel: unklar ⇒ nicht automatisch umhängen. Sehr vernünftig. Brutales Blindlöschen bleibt etwas für Barbaren.\n\n- **Alte Kategorien gelöscht/archiviert/umgehängt:** produktiv `0`  \n  Nur Dry-Run/Preview, keine stille Mutation.\n\n- **Dry-Run Ergebnis aggregiert:**\n  - Aktive expense Kategorien vorher: `19`\n  - Zielkategorien bereits vorhanden: `5`\n  - Zielkategorien fehlend: `12`\n  - Kategorien mit Buchungen: `3`\n  - Kategorien mit Budgetplänen: `2`\n  - Kategorien mit Merchant/Rule-Verknüpfungen: `0`\n  - Automatisch umhängbar: `8`\n  - Reviewpflichtig: `1`\n  - Leer/lösch- oder archivierbar: `5`\n  - Income Kategorien aktiv: `5`\n\n- **Reviewpflichtige Kategorie:** `1`\n  - `Sonstiges / Administration`\n\n- **Automatisch mappbar laut Dry-Run:** `8`\n  - `Mobilität → Auto Melanie`\n  - `Freizeit/Abos → Hobbys & Selfcare`\n  - `Versicherungen → Versicherungen Wohnen`\n  - `Gesundheit / Medizin → Gesundheit`\n  - `Mobilität / Auto / Transport → Auto Melanie`\n  - `Freizeit / Abos / Ausflüge → Hobbys & Selfcare`\n  - `Hausrat / Möbel & Garten → Einmalige Anschaffungen`\n  - `Steuern / Behörden → Steuern`\n\n- **Leere Kategorien laut Dry-Run:** `5`\n  - `Kinder/Familie`\n  - `Ferien/Reisen`\n  - `Kinder / Familie`\n  - `Shopping / Kleidung & Elektronik`\n  - `Review nötig`\n\n---\n\n## Kategorien & Tags Seite\n\n- **Kategorie hinzufügen funktioniert:** ja  \n  Preview → Confirm → Audit, danach Reload.\n\n- **Kategorie umbenennen funktioniert:** ja  \n  Kategorie-ID bleibt erhalten, Anzeige aktualisiert, Audit wird geschrieben.\n\n- **Kategorie löschen funktioniert:** ja, aber nur leer  \n  Blockiert bei:\n  - Buchungen\n  - Budgetplänen\n  - Merchants\n  - Rules\n  - Unterkategorien\n\n- **Kategorie archivieren funktioniert:** ja  \n  Kategorie wird deaktiviert, bleibt historisch erhalten, verschwindet aus normalen aktiven Listen.\n\n- **Archivieren statt Löschen bei Referenzen:** ja  \n  UI zeigt bei referenzierten Kategorien Archivieren statt hart löschen.\n\n- **Drag & Drop Sortierung funktioniert:** ja, Desktop  \n  Zusätzlich Mobile-Fallback über ↑/↓ Buttons.\n\n- **Sortierung speichern:** ja  \n  API: `/api/budget/categories/reorder`  \n  Audit wird geschrieben, Reorder ist idempotent.\n\n- **Dropdown-Reihenfolge korrekt:** ja  \n  Kategorien werden per `sort_order, name` geliefert; Review/Dropdowns nutzen diese Reihenfolge.\n\n---\n\n## Duplikate\n\n- **Sichere Duplikate automatisch ausgeblendet:** ja  \n  Status: `auto_ignored_duplicate`  \n  Nicht im normalen Review / „Alle neuen“.\n\n- **Mögliche Duplikate separat sichtbar:** ja  \n  Tab: `Mögliche Duplikate`\n\n- **Automatisch ignorierte Duplikate sichtbar:** ja  \n  Sekundärer/Admin-Tab: `Automatisch ignorierte Duplikate`\n\n- **Covered by Source sichtbar:** ja  \n  Sekundärer Tab: `Covered by Source`\n\n- **covered_by_migros nicht im normalen Review:** ja  \n  Migros-covered Kandidaten bleiben aus normalen Review-Flows heraus.\n\n- **Trotzdem buchen erfordert explizite Aktion:** ja  \n  Mögliche Duplikate sind nicht normal confirmbar; es gibt explizites `Trotzdem bestätigen` mit `allow_duplicate`.\n\n- **Audit/Event vorhanden:** ja  \n  Duplicate Detection schreibt Audit/Event; Auto-ignore ebenfalls.\n\n---\n\n## Income Safety\n\n- **Income Kategorien versehentlich gelöscht:** nein  \n  Income bleibt getrennt. Cleanup betrifft expense.\n\n---\n\n## Tests / Build / Safety\n\n- **Python compile:** OK\n- **pytest:** `440 passed`\n- **npm test:** `72 passed`\n- **npm run build:** OK\n- **Source Secret Scan:** OK\n- **Frontend Build Secret Scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Runtime-DB im Git:** nein\n- **Echte CSV/XLS/PDF im Git:** nein\n- **Secrets/API-Keys im Git/Frontend:** nein\n- **Fixkosten/Subscriptions gestartet:** nein\n- **Neue Importquellen:** nein\n- **Stille Mutationen:** nein\n\n---\n\n## Browser / Runtime Sanity\n\nBackend und Frontend wurden neu gestartet.\n\n- **Backend PID:** `596910`\n- **Frontend PID:** `596946`\n- **Backend lokal:** `200`\n- **Backend Tailscale:** `200`\n- **Frontend Tailscale:** `200`\n\nGeprüfte Routen:\n\n- `/` → `200`\n- `/planning/budget/categories` → `200`\n- `/planning/budget/expenses/review` → `200`\n- `/planning/budget/expenses/actual` → `200`\n- `/planning/budget/analysis/data-explorer` → `200`\n- `/planning/budget/rules` → `200`\n\nBrowser-Sanity:\n\n- Kategorien & Tags lädt\n- Cleanup Preview API funktioniert\n- Buchungen prüfen lädt\n- Neue Duplikat-Tabs sichtbar\n- Keine JS-Fehler\n\nLinks:\n\n- Dashboard: `http://100.85.29.67:5173`\n- Kategorien & Tags: `http://100.85.29.67:5173/planning/budget/categories`\n- Buchungen prüfen: `http://100.85.29.67:5173/planning/budget/expenses/review`\n\n---\n\n## Offene Grenzen / bewusste Stopps\n\n- **Produktive Kategorie-Migration nicht ausgeführt**, weil `Sonstiges / Administration` reviewpflichtig ist.\n- Finale Zielkategorien sind implementiert, aber Runtime bleibt bis explizitem Confirm nach Review unverändert.\n- Kein Fixkosten-/Subscriptions-Sprint gestartet.\n- Kein neuer Importprovider.\n- Kein echter Datenbetrag im Chat berichtet.\n\n## Empfehlung nächster Schritt\n\nReview-Entscheid für:\n\n`Sonstiges / Administration`\n\nDanach kann die produktive Kategorie-Migration sauber per:\n\n**Backup vorhanden → Cleanup Preview → Confirm Migration → Audit**\n\nausgeführt werden.",
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              "text": "## Budget Categories Cleanup & Duplicate Handling Sprint — abgeschlossen\n\n**Branch:** `feat/budget-categories-duplicates-cleanup`  \n**Commit:** `557965e26c2994c77c6198e0e9c2bfd962720ff4`  \n**Push:** ja, Remote-Hash passt exakt  \n**PR-Link:** https://github.com/Gamexgit/FinanceManager/pull/new/feat/budget-categories-duplicates-cleanup\n\n---\n\n## Status nach Anforderungen\n\n- **Kategorie-Backup erstellt:** ja  \n  Backup: `/home/agent/jarvis_runtime/finance-system/backups/category_cleanup/finance_before_category_cleanup_20260518T190904Z.sqlite3`\n\n- **Finale expense Kategorien umgesetzt:** ja, im Code/UI/Confirm-Workflow  \n  Die finale Zielstruktur ist hinterlegt und wird durch Cleanup-Confirm erzeugt/sortiert.\n\n- **Produktive Runtime-Kategorie-Migration ausgeführt:** nein  \n  Grund: Dry-Run ergab **1 reviewpflichtige Kategorie**. Nach deiner Regel: unklar ⇒ nicht automatisch umhängen. Sehr vernünftig. Brutales Blindlöschen bleibt etwas für Barbaren.\n\n- **Alte Kategorien gelöscht/archiviert/umgehängt:** produktiv `0`  \n  Nur Dry-Run/Preview, keine stille Mutation.\n\n- **Dry-Run Ergebnis aggregiert:**\n  - Aktive expense Kategorien vorher: `19`\n  - Zielkategorien bereits vorhanden: `5`\n  - Zielkategorien fehlend: `12`\n  - Kategorien mit Buchungen: `3`\n  - Kategorien mit Budgetplänen: `2`\n  - Kategorien mit Merchant/Rule-Verknüpfungen: `0`\n  - Automatisch umhängbar: `8`\n  - Reviewpflichtig: `1`\n  - Leer/lösch- oder archivierbar: `5`\n  - Income Kategorien aktiv: `5`\n\n- **Reviewpflichtige Kategorie:** `1`\n  - `Sonstiges / Administration`\n\n- **Automatisch mappbar laut Dry-Run:** `8`\n  - `Mobilität → Auto Melanie`\n  - `Freizeit/Abos → Hobbys & Selfcare`\n  - `Versicherungen → Versicherungen Wohnen`\n  - `Gesundheit / Medizin → Gesundheit`\n  - `Mobilität / Auto / Transport → Auto Melanie`\n  - `Freizeit / Abos / Ausflüge → Hobbys & Selfcare`\n  - `Hausrat / Möbel & Garten → Einmalige Anschaffungen`\n  - `Steuern / Behörden → Steuern`\n\n- **Leere Kategorien laut Dry-Run:** `5`\n  - `Kinder/Familie`\n  - `Ferien/Reisen`\n  - `Kinder / Familie`\n  - `Shopping / Kleidung & Elektronik`\n  - `Review nötig`\n\n---\n\n## Kategorien & Tags Seite\n\n- **Kategorie hinzufügen funktioniert:** ja  \n  Preview → Confirm → Audit, danach Reload.\n\n- **Kategorie umbenennen funktioniert:** ja  \n  Kategorie-ID bleibt erhalten, Anzeige aktualisiert, Audit wird geschrieben.\n\n- **Kategorie löschen funktioniert:** ja, aber nur leer  \n  Blockiert bei:\n  - Buchungen\n  - Budgetplänen\n  - Merchants\n  - Rules\n  - Unterkategorien\n\n- **Kategorie archivieren funktioniert:** ja  \n  Kategorie wird deaktiviert, bleibt historisch erhalten, verschwindet aus normalen aktiven Listen.\n\n- **Archivieren statt Löschen bei Referenzen:** ja  \n  UI zeigt bei referenzierten Kategorien Archivieren statt hart löschen.\n\n- **Drag & Drop Sortierung funktioniert:** ja, Desktop  \n  Zusätzlich Mobile-Fallback über ↑/↓ Buttons.\n\n- **Sortierung speichern:** ja  \n  API: `/api/budget/categories/reorder`  \n  Audit wird geschrieben, Reorder ist idempotent.\n\n- **Dropdown-Reihenfolge korrekt:** ja  \n  Kategorien werden per `sort_order, name` geliefert; Review/Dropdowns nutzen diese Reihenfolge.\n\n---\n\n## Duplikate\n\n- **Sichere Duplikate automatisch ausgeblendet:** ja  \n  Status: `auto_ignored_duplicate`  \n  Nicht im normalen Review / „Alle neuen“.\n\n- **Mögliche Duplikate separat sichtbar:** ja  \n  Tab: `Mögliche Duplikate`\n\n- **Automatisch ignorierte Duplikate sichtbar:** ja  \n  Sekundärer/Admin-Tab: `Automatisch ignorierte Duplikate`\n\n- **Covered by Source sichtbar:** ja  \n  Sekundärer Tab: `Covered by Source`\n\n- **covered_by_migros nicht im normalen Review:** ja  \n  Migros-covered Kandidaten bleiben aus normalen Review-Flows heraus.\n\n- **Trotzdem buchen erfordert explizite Aktion:** ja  \n  Mögliche Duplikate sind nicht normal confirmbar; es gibt explizites `Trotzdem bestätigen` mit `allow_duplicate`.\n\n- **Audit/Event vorhanden:** ja  \n  Duplicate Detection schreibt Audit/Event; Auto-ignore ebenfalls.\n\n---\n\n## Income Safety\n\n- **Income Kategorien versehentlich gelöscht:** nein  \n  Income bleibt getrennt. Cleanup betrifft expense.\n\n---\n\n## Tests / Build / Safety\n\n- **Python compile:** OK\n- **pytest:** `440 passed`\n- **npm test:** `72 passed`\n- **npm run build:** OK\n- **Source Secret Scan:** OK\n- **Frontend Build Secret Scan:** OK\n- **Git-Safety:** OK\n- **git diff --check:** OK\n- **Runtime-DB im Git:** nein\n- **Echte CSV/XLS/PDF im Git:** nein\n- **Secrets/API-Keys im Git/Frontend:** nein\n- **Fixkosten/Subscriptions gestartet:** nein\n- **Neue Importquellen:** nein\n- **Stille Mutationen:** nein\n\n---\n\n## Browser / Runtime Sanity\n\nBackend und Frontend wurden neu gestartet.\n\n- **Backend PID:** `596910`\n- **Frontend PID:** `596946`\n- **Backend lokal:** `200`\n- **Backend Tailscale:** `200`\n- **Frontend Tailscale:** `200`\n\nGeprüfte Routen:\n\n- `/` → `200`\n- `/planning/budget/categories` → `200`\n- `/planning/budget/expenses/review` → `200`\n- `/planning/budget/expenses/actual` → `200`\n- `/planning/budget/analysis/data-explorer` → `200`\n- `/planning/budget/rules` → `200`\n\nBrowser-Sanity:\n\n- Kategorien & Tags lädt\n- Cleanup Preview API funktioniert\n- Buchungen prüfen lädt\n- Neue Duplikat-Tabs sichtbar\n- Keine JS-Fehler\n\nLinks:\n\n- Dashboard: `http://100.85.29.67:5173`\n- Kategorien & Tags: `http://100.85.29.67:5173/planning/budget/categories`\n- Buchungen prüfen: `http://100.85.29.67:5173/planning/budget/expenses/review`\n\n---\n\n## Offene Grenzen / bewusste Stopps\n\n- **Produktive Kategorie-Migration nicht ausgeführt**, weil `Sonstiges / Administration` reviewpflichtig ist.\n- Finale Zielkategorien sind implementiert, aber Runtime bleibt bis explizitem Confirm nach Review unverändert.\n- Kein Fixkosten-/Subscriptions-Sprint gestartet.\n- Kein neuer Importprovider.\n- Kein echter Datenbetrag im Chat berichtet.\n\n## Empfehlung nächster Schritt\n\nReview-Entscheid für:\n\n`Sonstiges / Administration`\n\nDanach kann die produktive Kategorie-Migration sauber per:\n\n**Backup vorhanden → Cleanup Preview → Confirm Migration → Audit**\n\nausgeführt werden."
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