Stop wasting time maintaining outdated AI context files manually. Caliber is an advanced AI developer toolkit that automatically generates, scores, refreshes, and synchronizes AI coding configuration files like CLAUDE.md, .cursor/rules, AGENTS.md, copilot-instructions.md, MCP configs, and reusable AI skills across your entire codebase.
Built for modern developers using Claude Code, Cursor, Codex, OpenCode, and GitHub Copilot, Caliber keeps your AI assistant aligned with your real project structure, dependencies, architecture, and coding conventions as your code evolves.
Unlike static hand-written AI instructions that become outdated after every refactor, Caliber continuously audits your repository and updates AI configuration files automatically with deterministic scoring and smart refresh hooks.
Key Features:
Auto generate CLAUDE.md, AGENTS.md, Cursor Rules, and Copilot Instructions
Works with Claude Code, Cursor, Codex, OpenCode, and GitHub Copilot
Deterministic AI config scoring system with project accuracy checks
Auto-refresh AI docs on every commit using Git hooks
MCP server auto-discovery and configuration
Session learning system for smarter AI coding workflows
AI skill generation using OpenSkills format
Backup and undo system before every modification
Cross-platform support including Windows, macOS, and Linux
Monorepo compatible
Supports TypeScript, Python, Go, Rust, Java, Ruby, Terraform, and more
Local-first workflow with privacy-focused architecture
Perfect for:
AI coding workflows
Cursor IDE users
Claude Code developers
OpenAI Codex users
GitHub Copilot teams
Startup engineering teams
Full-stack developers
Monorepo management
AI agent automation
Developer productivity optimization
Why developers love Caliber:
Eliminates stale AI instructions
Keeps AI coding assistants context-aware
Improves AI-generated code accuracy
Reduces hallucinated file paths and architecture mistakes
Streamlines onboarding for engineering teams
Makes AI-assisted development scalable
Installation:
npx @rely-ai/caliber bootstrapRequirements:
Node.js 20+
Git repository
Any supported AI coding assistant
Best Use Cases:
AI-assisted software development
Automated AI documentation generation
AI context synchronization
Multi-agent coding environments
Team AI workflow standardization
Intelligent codebase configuration management
This project is ideal for developers building serious AI-powered engineering workflows and looking to maximize productivity with modern coding agents.