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- Explain Poimen philosophy (shepherd metaphor for orchestration) - Document architecture and data flow with visual diagrams - List all 9 registered activities with knowledge specs - Provide getting started guide and usage patterns - Include CI/CD pipeline, troubleshooting, and roadmap - Integrate skills registration guide for contributors - Explain registerable knowledge types (activity, domain, patterns) - Document CRAP score improvements (97% reduction) - Create virtuous cycle explanation (self-improving system) - Add .gitignore exception for README.md Refs: Shepherd metaphor emphasizes learning, adaptation, and composition over rigid task scheduling. Each registered skill teaches the system.