Skill Flywheel

A unified skill registry with 528+ specialized skills for AI agent development.

🚀 Quick Start

# Start the discovery service
uvicorn src.server.discovery_service:app --reload

# Verify status
curl http://localhost:8000/health

📁 Repository Structure

• /src/flywheel/core: Shared logic and specialized core components.
• /src/flywheel/server: Discovery service and MCP server.
• /src/skills/: Legacy Python skill modules (deprecated - use domains/).
• /domains: Canonical SKILL.md specifications organized by domain.
• /data: SQLite skill registry and JSON indexes.
• /docs: Comprehensive documentation index.
• /tests: Automated test suites.
• /skills: Runtime Python skill modules.

📚 Skill Domains

Domain	Description
AI_AGENT_DEVELOPMENT	AI agent frameworks and implementations
ALGO_PATTERNS	Algorithm design patterns
APPLICATION_SECURITY	Security vulnerability assessment
CLOUD_ENGINEERING	Distributed systems
COGNITIVE_SKILLS	Thinking and reasoning skills
DATABASE_ENGINEERING	Database design and optimization
DATA_ENGINEERING	Data pipelines and processing
DEVOPS	CI/CD and infrastructure
FRONTEND	Frontend development
GAME_DEV	Game development
ML_AI	Machine learning and AI
MCP_TOOLS	Model Context Protocol tools
MODEL_ORCHESTRATION	Model routing and selection
ORCHESTRATION	Workflow orchestration
QUANTUM_COMPUTING	Quantum algorithms
SECURITY_ENGINEERING	Security engineering
And more...	24 total domains

🔍 Key Features

• Single FastAPI Service: Discovery service runs on port 8000
• JSON Registry: Skills indexed in skill_registry.json (built from domains/)
• SKILL.md Specs: Domain-driven specifications in domains/ (canonical source)
• Python Modules: Runtime skills in skills/ directory

📜 License

Licensed under the MIT License.