F
licenseNot graded
qualityA
maintenanceEnables MCP-compatible coding agents to start from one portable, local-first identity and long-term knowledge layer, so preferences, quality bars, lessons, decisions, and project context carry across tools instead of being relearned per session. Everything the AI writes stays in local files the user can inspect, edit, approve, or override.
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