Incremental engine for long horizon agents 🌟 Star if you like it!

AI-native codebase intelligence skills — generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency graphs, and change impact. Built for Copilot, Cursor, and any tool-calling LLM. 面向 AI 编程助手的代码库感知技能——生成持久化知识图谱，精准查询文件结构、依赖关系与改动影响半径。

Structural Memory Protocol (SMP) — live structural code graph for scalable, safe AI agents.

Open-source project awareness engine for AI coding tools via compressed codebase context, MCP, and editor integrations.

自托管 AI Agent 工作台：RAG、记忆、工具审批、LLMOps、Gemini 与代码库智能。Self-hosted AI Agent workspace with RAG, memory, approvals, LLMOps, Gemini & codebase intelligence.

🧠 Universal AI-powered codebase brain - understand any codebase instantly

Turn any codebase into a team's AI infrastructure in 3 days — 3 Claude Code skills that produce human docs, agent-consumable KB (Karpathy papers), and a polished showcase SPA.

AI-powered project manager that analyzes your codebase, generates summaries, and helps you resume work on dormant projects. Supports local Ollama and 7+ cloud LLM providers.

Production-grade CLI extracting 31k+ functions, 182k call graphs, complexity scores from Python codebases (Django-scale)

Autonomous software engineering pipeline for Claude Code: 11 stages, 64 verification rules, 17 codebase intelligence tools, 5 science-backed git analytics. Findings → PRD → verified PR with zero LLM judges.

Semantic codebase graph engine — MCP server for Claude Code