Akgithub2028

CodeContext OS — AI skill for Claude Code

AI community

Task-aware code intelligence for Claude Code and AI coding agents — combining AST structure, hybrid BM25 + FAISS retrieval, call-graph traversal, reranking, and token-budgeted evidence context via MCP.

How to install CodeContext OS

This entry records only its repository, not the path inside it, so there is no exact command to give. Open Akgithub2028/CodeContext-OS and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What CodeContext OS does

Task-aware code intelligence for Claude Code and AI coding agents — combining AST structure, hybrid BM25 + FAISS retrieval, call-graph traversal, reranking, and token-budgeted evidence context via MCP.

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README

CodeContext OS

**Task-Aware Code Intelligence & Advanced Context Retrieval for Claude Code & Coding Agents**

[![Claude Code](https://img.shields.io/badge/Claude%20Code-Native%20MCP-CC785C?style=for-the-badge&logo=anthropic&logoColor=white)](https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview) [![FastMCP Protocol](https://img.shields.io/badge/FastMCP-Stdio%202026-0D9488?style=for-the-badge&logo=fastapi&logoColor=white)](https://modelcontextprotocol.io) [![Python](https://img.shields.io/badge/Python-3.11%20%7C%203.12-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://python.org) [![FAISS Vector Engine](https://img.shields.io/badge/Vector%20Store-FAISS%20Dense-6366F1?style=for-the-badge&logo=meta&logoColor=white)](https://github.com/facebookresearch/faiss)
[![SQLite WAL Engine](https://img.shields.io/badge/Graph%20Index-SQLite%20WAL-0284C7?style=for-the-badge&logo=sqlite&logoColor=white)](https://sqlite.org) [![LLM Judge](https://img.shields.io/badge/LLM%20Judge-NVIDIA%20120B-76B900?style=for-the-badge&logo=nvidia&logoColor=white)](https://build.nvidia.com) [![Test Suite](https://img.shields.io/badge/Tests-63%2F63%20Passed-10B981?style=for-the-badge&logo=pytest&logoColor=white)](tests/) [![License](https://img.shields.io/badge/License-MIT-F59E0B?style=for-the-badge&logo=open-source-initiative&logoColor=white)](LICENSE)



CodeContext OS Architecture & Claude Code Integration

Give Claude Code and AI coding agents a compact, task-shaped, evidence-backed view of a repository without forcing them to rediscover architecture through repeated file reads.

[Architecture](docs/architecture.md) • [RAG Deep Dive](docs/rag_deep_dive.md) • [MCP Protocol Guide](docs/mcp_guide.md) • [Empirical Benchmarks](docs/evaluation_and_benchmarks.md) • [Examples](examples/)


⚡ Built Natively