Project Cairn

SkillAI & models

Standardize how an AI-collaboration project turns work into reusable knowledge. Use when initializing or retrofitting Project Cairn in a project, recording progress after meaningful work, maintaining AGENTS/CLAUDE/cairn docs, auditing project knowledge for drift or missing records, pulling and citing external knowledge, or graduating validated project experience into a reusable knowledge base.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Project Cairn skill

What this skill tells your AI

The instructions your AI receives, as published by iblinkq/project-cairn in SKILL.md and read by ahel’s review.

Project Cairn gives AI-collaboration projects a durable way to keep and reuse what they learn while doing real work. The Skill supplies the method, AGENTS.md carries always-read project rules, and .cairn/config.yaml stores machine-readable configuration.

This Skill is documentation-first. It provides instructions, templates, references, and provider adapters. It has no CLI, MCP server, background hook, chat-end trigger, automatic provider write, or automatic history migration. Routine maintenance happens during normal work because AGENTS.md carries the rules. Provider writes require human confirmation.

Routing

Load exactly the reference you need:

  • references/init.md — initialize, retrofit, bootstrap, or set up Project Cairn in a project.
  • references/consume.md — pull, cite, reuse, or apply external knowledge from the configured knowledge base.
  • references/maintenance.md — record progress, update LOG, update ROADMAP, maintain topic notes, or apply Cairn rules after work.
  • references/audit.md — inspect, audit, validate, clean up, or find missing project knowledge records.
  • references/upgrade.md — upgrade an initialized project instance to the current skill spec, or check how far it has drifted (instance drift after the skill itself evolved).
  • references/graduation.md — graduate knowledge, move reusable experience to a knowledge base, or judge graduation-readiness; a provider write additionally reads only the selected references/graduation/<provider>.md.
  • references/frontmatter.md — create or review Cairn topic notes or knowledge-base notes.
  • references/branch-closure.md — review, close, abandon, or roll back an exploration branch and salvage its cairn/ knowledge before it disappears.
  • references/zh-glossary.md — writing project docs in Chinese (or resolving what a Chinese term should be); fixed English↔Chinese terminology mapping for Project Cairn's own vocabulary.

Frontmatter describes triggers, not workflow.

Templates

assets/templates/ contains AGENTS.md, CLAUDE.md, config.yaml, user-config.yaml, LOG.md, ROADMAP.md, topic.md, and Cited.md. init scaffolds AGENTS.md, CLAUDE.md, .cairn/config.yaml, cairn/LOG.md, and optional cairn/ROADMAP.md; it can seed optional ~/.config/cairn/config.yaml from user-config.yaml. topic.md, Cited.md, and Reference/ are trigger-created. Templates use {{PLACEHOLDER}} tokens; never hardcode a provider or knowledge path.

Boundaries

  • No background hook and no chat-end trigger are assumed.
  • Day-to-day maintenance happens because AGENTS.md is read as project rules.
  • Audit is the safety net for missed records.
  • Graduation is candidate detection plus human confirmation.
  • Historical migration is optional and separate from init.
  • scripts/*.sh use bash (verified on macOS/Linux; Windows needs WSL or Git Bash). scripts/*.py use Python 3 without a shell; notion-graduate-batch.py also needs PyYAML.

Signals

GitHub stars
227
Forks
44
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
project-cairn
Source
github.com/iblinkq/project-cairn