{"id":"7f763969-502e-4cdd-b940-c1729b7c5e6f","shortId":"CQP6q7","kind":"skill","title":"Generate and continuously refresh CLAUDE.md, AGENTS.md, MCP config, and editor rules from the live codebase with Caliber","tagline":"Use Caliber when agent-facing repo instructions have started drifting from the actual codebase and you want one workflow to audit, generate, review, and keep those files fresh across multiple coding agents.","description":"# Generate and continuously refresh CLAUDE.md, AGENTS.md, MCP config, and editor rules from the live codebase with Caliber\n\nUse Caliber when agent-facing repo instructions have started drifting from the actual codebase and you want one workflow to audit, generate, review, and keep those files fresh across multiple coding agents.\n\n## Prerequisites\n\nNode.js 20+, terminal access, and either Claude Code or Cursor CLI for /setup-caliber, or the Caliber CLI workflow for other supported agents.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- npx @rely-ai/caliber bootstrap\n- **Run from your terminal** (PowerShell, CMD, or Git Bash) — not from inside an IDE chat window. Open a terminal, cd into your project folder, then run npx @rely-ai/caliber bootstrap.\n- npx @rely-ai/caliber bootstrap ← one-time, 2 seconds\n- git clone https://github.com/caliber-ai-org/ai-setup.git\n\nRequirements and caveats from upstream:\n- <a href=\"https://nodejs.org\"><img src=\"https://img.shields.io/node/v/@rely-ai/caliber\" alt=\"node\"></a>\n- Requires **Node.js >= 20**.\n- TypeScript, Python, Go, Rust, Java, Ruby, Terraform, and more. Language and framework detection is fully LLM-driven — no hardcoded mappings. Caliber works on any project.\n\nBasic usage or getting-started notes:\n- **Don't use Claude Code or Cursor?** Run caliber init instead — it's the same setup as a CLI wizard. Works with any LLM provider: bring your own Anthropic, OpenAI, or Vertex AI key.\n- Pre-commit hooks run the refresh loop automatically. New team members get nudged to bootstrap on their first session.\n- Caliber watches your AI coding sessions and learns from them. Hooks capture tool usage, failures, and your corrections — then an LLM distills operational patterns into CALIBER_LEARNINGS.md.\n\n- Source: https://github.com/caliber-ai-org/ai-setup\n- Extracted from upstream docs: https://raw.githubusercontent.com/caliber-ai-org/ai-setup/HEAD/README.md\n\n## Documentation\n\n- https://caliber-ai.dev\n\n## Source\n\n- [Agent Skill 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