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4 repos for validator · Harnesses · DocsClear

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.

406
strangeadvancedmarketing/
Adam

Adam Framework for OpenClaw — 5-layer persistent memory and identity architecture for AI agents. Production-validated over 353+ sessions. First documented case of emergent values in persistent AI, quantum-verified on IBM hardware.

45
KimGLee/
Cambium

Governance standard and reference toolset for LLM-maintained knowledge corpora

350

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

189