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Prime every AI coding agent at session start. One install equips Claude Code, Codex, Cursor, Gemini, opencode, Antigravity, Kimi & Qoder with curated enhancements — CodeGraph code-intelligence, the Karpathy coding guidelines, and the obra/superpowers skills plugin. Per-project or global.
Autonomous closed-loop for GitHub Copilot via SDK SessionHooks. G1-G6 matrix, 6-auth, L1-L3 safety & layered CLAUDE.md (~82% token savings). Part of the Loop Engineering family.
Optional hooks for familiar, chosen one at a time: session titles named after the project, and guards that block out-of-project reads and writes before a tool call runs. A deterrent, not a security boundary.
Cross-agent memory governance — gate what an AI agent's persistent memory may assert before the agent relies on it. RCGov's axiom (InjectContext => ContextReady) transplanted onto the memory layer of Claude Code / Codex.