ratel-ai/ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

Latest release vercel-ai-sdk-v0.5.0 · 20 Aug 2026

2 files for Codex, OpenCode and Claude Code: ratel AGENTS.md, ratel CLAUDE.md — 1,079 tokens loaded in every session.

528Stars on the repository
2Files it configures its agents with
1,079Tokens loaded in every session
3Agents configured

Instructions

These files are ratel-ai/ratel's own configuration — they tell Codex, OpenCode and Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.