Skill, agent, MCP, and harness recommendations for Claude Code/custom LLMs: 102,928-node LLM-wiki graph, 91,464 skills, 467 agents, 10,790 MCPs, 207 harnesses, and capped execution recommendations.

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.