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First-time project setup for local development
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Basierend auf der SOC-Berufsklassifikation
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Scan the codebase and update the codemap in .claude/rules/codemap.md. Use when files are added, removed, renamed, or significantly restructured.
Build and release Tauri v2 desktop app (macOS + Linux installers). Use when building desktop installers, checking desktop release status, or troubleshooting Tauri builds.
Deploy web app to HuggingFace Spaces, check deployment status, verify HF Space logs. Use when deploying the web app, checking HF logs, or troubleshooting HuggingFace Spaces.
Upload ML model weights to GitHub Releases. Use when managing model files, re-uploading weights, or setting up model hosting on GitHub Releases.
Create a new version release — triggers deployment to all targets (HuggingFace Spaces, desktop app, model weights). Use when releasing a new version.
| name | setup |
| description | First-time project setup for local development |
| allowed-tools | Bash, Read |
First-time project setup for local development.
# Install uv (Python package manager)
curl -LsSf https://astral.sh/uv/install.sh | sh
# Or with Homebrew: brew install uv
# Ensure Node.js 22+ is installed
node --version
cd backend
uv venv venv # Create venv directory
uv sync --group dev # Install all dependencies into venv
cd frontend
npm install
# Backend - check venv and tools
cd backend
source venv/bin/activate
python --version
ruff --version
ty --version
# Frontend - check build
cd frontend
npm run build
# Terminal 1: Backend
cd backend && source venv/bin/activate && uvicorn app.main:app --reload --port 8000
# Terminal 2: Frontend
cd frontend && npm run dev
Access the app at http://localhost:5173
Copy the example secrets file if you need HuggingFace or GitHub tokens:
cp secrets.env.example secrets.env
# Edit secrets.env with your tokens
uv.lock) ensures reproducible dependencies--group dev