micro-skills

Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

Stop writing 200-line skills that Claude skims. Convert any skill into a gated micro-pipeline with hard YES/NO quality checks.

An open standard and runtime for composing LLM tasks from small, focused, testable micro-skills — orchestration, schema contracts, multi-LLM support (Claude/Gemini/OpenAI), and semantic verification. Generalises SigMap's ask→validate→judge→learn pattern to any domain.