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    4 repositories

    • ratel

      Public
      Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 retrieval. No vector DB. No embeddings.
      skillsmemoryoptimization
      skillsmemoryoptimizationmcpcontextaccuracyagentsharnessragllm
      Python
      •
      MIT License
      •9•174•9•8•Updated Jul 6, 2026Jul 6, 2026

    • ratel-mcp

      Public
      MCP server library + ratel-mcp CLI: expose a Ratel tool catalog as a Model Context Protocol server. Manage upstream MCP servers, OAuth, and Claude Code import f…
      TypeScript
      •
      MIT License
      •2•9•4•5•Updated Jul 5, 2026Jul 5, 2026

    • ratel-bench

      Public
      Benchmark harness for Ratel: BM25 retrieval evaluation + agent-campaign with LLM judge
      TypeScript
      •
      MIT License
      •2•9•1•1•Updated Jul 3, 2026Jul 3, 2026

    • skills

      Public
      Claude Code / Cursor / Codex skills to work on and improve AI agent codebases.
      HTML
      •
      MIT License
      •1•7•0•0•Updated Jun 30, 2026Jun 30, 2026
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