Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

A disciplined methodology for AI-assisted software development. Covers architectural constraints, validation hooks, session governance, and PAG (Pattern Abstract Grammar) for structured AI collaboration. Copy claude-setup/ into your project to start.

Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.

Governance standard and reference toolset for LLM-maintained knowledge corpora

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.