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Project Cairn provides a standardized method for AI-collaboration projects to capture progress and institutional memory. It helps technical leads and automation builders record meaningful work, maintain agent documentation, and audit project knowledge for drift or missing records.
The system ensures that validated project experience is graduated into a structured knowledge base, allowing external information to be cited and integrated without losing the context of the original work.
WHO IT'S FOR
AI agent / automation builders
standardize how AI projects capture reusable knowledge
Technical leads / architects
audit project knowledge for drift or gaps
Claude Code & Codex users
maintain project rules and progress logs
Knowledge management engineers
graduate validated project experience to knowledge bases
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.