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Then pass the refined question as args, weaving the answers in.\n- dataviz: Use this skill whenever you are about to create ANY chart, graph, plot, dashboard, or data visualization, in ANY output medium — an HTML or React artifact, inline SVG, plotting code in any library (matplotlib, plotly, d3, Recharts, …), an image/PNG you will render and upload, or a chart shared into Slack. Read it BEFORE writing the first line of chart code, choosing chart colors, building a stat tile / meter / KPI row, or laying out a dashboard. Produces visualizations that read as one system — elegant, accessible, consistent in light and dark — using a brand-neutral placeholder palette you swap for your own. Teaches a design-system-agnostic method: a form heuristic, a color formula with a runnable validator, mark specs, and interaction rules. A validated default palette is documented in `references/palette.md` — swap that file's values for your brand's. Triggers on: \"chart\", \"graph\", \"plot\", \"data viz\", \"visualization\", \"dashboard\", \"analytics\", \"visualize data\", \"categorical colors\", \"sequential / diverging palette\", \"stat tile\", \"sparkline\", \"heatmap\", \"legend\", \"axis\", \"tooltip\", \"chart colors\", \"color by series\".\n- artifact-design: Design guidance and fundamentals for Artifacts.\n- update-config: Use this skill to configure the Claude Code harness via settings.json. Automated behaviors (\"from now on when X\", \"each time X\", \"whenever X\", \"before/after X\") require hooks configured in settings.json - the harness executes these, not Claude, so memory/preferences cannot fulfill them. Also use for: permissions (\"allow X\", \"add permission\", \"move permission to\"), env vars (\"set X=Y\"), hook troubleshooting, or any changes to settings.json/settings.local.json files. Examples: \"allow npm commands\", \"add bq permission to global settings\", \"move permission to user settings\", \"set DEBUG=true\", \"when claude stops show X\". For simple settings like theme/model, suggest the /config command.\n- keybindings-help: Use when the user wants to customize keyboard shortcuts, rebind keys, add chord bindings, or modify ~/.claude/keybindings.json. Examples: \"rebind ctrl+s\", \"add a chord shortcut\", \"change the submit key\", \"customize keybindings\".\n- verify: Verify that a code change actually does what it's supposed to by exercising it end-to-end and observing behavior — drive the affected flow, not just tests or typecheck. Run before committing nontrivial changes; bootstraps this repo's project verify skill if none exists yet. Don't invoke it on a diff that only touches tests, docs, or other code with no runtime surface to drive (a change to product source always has one) — there's nothing to observe.\n- code-review: Review the current diff for correctness bugs and reuse/simplification/efficiency cleanups at the given effort level (low/medium: fewer, high-confidence findings; high→max: broader coverage, may include uncertain findings; ultra: deep multi-agent review in the cloud). Pass --comment to post findings as inline PR comments, or --fix to apply the findings to the working tree after the review.\n- simplify: Review the changed code for reuse, simplification, efficiency, and altitude cleanups, then apply the fixes. Quality only — it does not hunt for bugs; use /code-review for that.\n- fewer-permission-prompts: Scan your transcripts for common read-only Bash and MCP tool calls, then add a prioritized allowlist to project .claude/settings.json to reduce permission prompts.\n- loop: Run a prompt or slash command on a recurring interval (e.g. /loop 5m /foo). Omit the interval to let the model self-pace. - When the user wants to set up a recurring task, poll for status, or run something repeatedly on an interval (e.g. \"check the deploy every 5 minutes\", \"keep running /babysit-prs\"). Do NOT invoke for one-off tasks.\n- schedule: Create, update, list, or run scheduled cloud agents (routines) that execute on a cron schedule. - When the user wants to schedule a recurring cloud agent, set up automated tasks, create a cron job for Claude Code, or manage their scheduled agents/routines. Also use when the user wants a one-time scheduled run (\"run this once at 3pm\", \"remind me to check X tomorrow\").\n- claude-api: Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).\n- run: Launch and drive this project's app to see a change working. 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{"type":"ai-title","aiTitle":"Fehlerhafte KI-App startet nicht automatisch","sessionId":"c033df00-3ff9-407f-8f24-c7212f470db8"}
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{"parentUuid":"c4b33bb6-c0a5-4ad6-99b0-97b0559285c5","isSidechain":false,"message":{"model":"claude-fable-5","id":"msg_01HcwUNDfPxpxfR1vPLWaEFr","type":"message","role":"assistant","content":[{"type":"text","text":"Zum Autostart: aus der Ferne unklar. Doppelter Eintrag im Starter plus Nichtstart passt typisch zu zwei BTM-Registrierungen desselben Labels — eine davon veraltet (alter App-Pfad, z. B. von einem früheren Build), und macOS startet beim Login den toten Eintrag. Die tatsächlichen Registrierungen samt Pfaden zeigt `sudo sfltool dumpbtm`. Zum Prüfen im Projekt bräuchte ich ein Go.\n\n---\n\nOffener Punkt 1 (Vertex & Co, von Grund auf):\n\nEs geht immer um dieselben Claude-Modelle — unterschiedlich ist nur, über welche Tür man reinkommt, wer die Rechnung stellt und wie man sich ausweist. Vier Wege:\n\n**1. Abo / OAuth (das, was deine Pools jetzt machen)**\nDu hast ein Claude-Abo (Pro/Max) bei Anthropic. Anmeldung läuft über den Browser (OAuth), das Ergebnis ist ein Token, das Claude Code im Keychain ablegt und automatisch erneuert. Bezahlung: fester Monatspreis, dafür Nutzungslimits (5-Stunden-Fenster). Kein Verbrauchszähler — ob du viel oder wenig nutzt, kostet gleich viel.\n\n**2. API-Key (direkt bei Anthropic, Verbrauchsabrechnung)**\nStatt Abo: Konto in der Anthropic Console (console.anthropic.com), dort Guthaben aufladen und einen API-Key erzeugen — eine statische Zeichenkette. Abgerechnet wird pro Million Tokens (Input und Output getrennt). Claude Code nutzt das, wenn `ANTHROPIC_API_KEY` gesetzt ist. Kein Login-Flow, kein Keychain nötig — der Key selbst ist der Ausweis.\n\n**3. Vertex AI (Google Cloud)**\nDieselben Claude-Modelle, aber betrieben in Googles Cloud. Anthropic liefert die Modelle an Google, Google betreibt die Inferenz. Man hat kein Anthropic-Konto: Vertrag, Rechnung, Quotas und Datenverarbeitung laufen komplett über das eigene Google-Cloud-Projekt. Ausweisen tut man sich mit Google-Credentials (gcloud-Login bzw. Service-Account), nicht mit einem Anthropic-Key. Existiert, weil Firmen ihre Abrechnung und Compliance in der Cloud haben wollen, in der sie ohnehin sitzen. Claude Code schaltet man darauf um mit `CLAUDE_CODE_USE_VERTEX=1`, `ANTHROPIC_VERTEX_PROJECT_ID` und einer Region — die Google-Anmeldung muss in der Umgebung vorhanden sein.\n\n**4. Bedrock (AWS)**\nExakt dasselbe Prinzip wie Vertex, nur mit Amazon: Claude-Modelle über AWS Bedrock, Rechnung von AWS, Ausweis über die üblichen AWS-Credentials. Claude Code: `CLAUDE_CODE_USE_BEDROCK=1`.\n\nFür die geplante Pool-Integration heißt das: Weg 1 lebt im Keychain (dein heutiger credentialType), Weg 2–4 leben in Umgebungsvariablen. Ein Vertex-Pool ist deshalb ein „env-Pool\": statt eines Keychain-Eintrags setzt der Starter beim Spawnen die Vertex-Variablen, und die Google-Anmeldung (ADC oder Service-Account-Datei) muss auf der Maschine liegen."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3434,"cache_creation_input_tokens":7292,"cache_read_input_tokens":18341,"output_tokens":5198,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":7292,"ephemeral_5m_input_tokens":0},"inference_geo":"not_available","iterations":[{"input_tokens":3434,"output_tokens":5198,"cache_read_input_tokens":18341,"cache_creation_input_tokens":7292,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":7292},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cchj7vM9sPfHkNYzqjWwA","type":"assistant","uuid":"4aecd74b-5f77-4fe1-a201-b3b5d6f21674","timestamp":"2026-07-04T21:29:26.412Z","session_id":"c033df00-3ff9-407f-8f24-c7212f470db8","userType":"external","entrypoint":"cli","cwd":"/Users/marcus.hinz/claude-projects/ai-control","sessionId":"c033df00-3ff9-407f-8f24-c7212f470db8","version":"2.1.201","gitBranch":"main"}
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{"type":"last-prompt","lastPrompt":"das funtioniert ja ok -- die ai aqpp ist immer noch 2mal im Starter  Sie sgeht auf aurostart - satrtet aber bniucht","leafUuid":"daf2f1dd-68aa-4c74-a115-9a6e7d390f02","sessionId":"c033df00-3ff9-407f-8f24-c7212f470db8"}
{"type":"ai-title","aiTitle":"Fehlerhafte KI-App startet nicht automatisch","sessionId":"c033df00-3ff9-407f-8f24-c7212f470db8"}
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