Why this repo matters
No release captured, 6 developer signals, 3 package/install signals
Closed-loop knowledge system for AI agents. Not a Second Brain—it makes knowledge act. KIA loop: load experience before tasks, guard during execution, retrospective after. Persona radar adapts AI to you. Five Guard layers + AI self-checks. Heat L0-L9 auto-retires stale knowledge. Pure Markdown. Local-first. MCP-native. (0 stars, 0 forks, Python, 5 AI signals, 4 developer signals).