Generate and continuously refresh CLAUDE.md, AGENTS.md, MCP config, and editor rules from the live codebase with Caliber
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.
Prerequisites
Node.js 20+, terminal access, and either Claude Code or Cursor CLI for /setup-caliber, or the Caliber CLI workflow for other supported agents.
Installation
Use the upstream install or setup path that matches your environment:
- npx @rely-ai/caliber bootstrap
- 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.
- npx @rely-ai/caliber bootstrap ← one-time, 2 seconds
- git clone https://github.com/caliber-ai-org/ai-setup.git
Requirements and caveats from upstream:
- Requires Node.js >= 20.
- 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.
Basic usage or getting-started notes:
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.
Pre-commit hooks run the refresh loop automatically. New team members get nudged to bootstrap on their first session.
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.
Source: https://github.com/caliber-ai-org/ai-setup
Extracted from upstream docs: https://raw.githubusercontent.com/caliber-ai-org/ai-setup/HEAD/README.md
Documentation
Source
1---2name: generate-and-continuously-refresh-claude-md-agents-md-mcp-co3description: 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.4---56# Generate and continuously refresh CLAUDE.md, AGENTS.md, MCP config, and editor rules from the live codebase with Caliber78Use 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.910## Prerequisites1112Node.js 20+, terminal access, and either Claude Code or Cursor CLI for /setup-caliber, or the Caliber CLI workflow for other supported agents.1314## Installation1516Use the upstream install or setup path that matches your environment:17- npx @rely-ai/caliber bootstrap18- **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.19- npx @rely-ai/caliber bootstrap ← one-time, 2 seconds20- git clone https://github.com/caliber-ai-org/ai-setup.git2122Requirements and caveats from upstream:23- <a href="https://nodejs.org"><img src="https://img.shields.io/node/v/@rely-ai/caliber" alt="node"></a>24- Requires **Node.js >= 20**.25- 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.2627Basic usage or getting-started notes:28- **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.29- Pre-commit hooks run the refresh loop automatically. New team members get nudged to bootstrap on their first session.30- 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.3132- Source: https://github.com/caliber-ai-org/ai-setup33- Extracted from upstream docs: https://raw.githubusercontent.com/caliber-ai-org/ai-setup/HEAD/README.md3435## Documentation3637- https://caliber-ai.dev3839## Source4041- [Agent Skill Exchange](https://agentskillexchange.com/skills/generate-and-continuously-refresh-claude-md-agents-md-mcp-config-and-editor-rules-from-the-live-codebase-with-caliber/)
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