How real projects configure their agents

32,116 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Mizoreww/awesome-claude-code-config Production-ready Claude Code configuration with self-improvement loop, multi-language rule 259 Claude Code 1 908 tok
onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de 259 Claude Code, Codex, OpenCode 6 218 tok
fredrikaverpil/dotfiles 259 Claude Code 2 1,928 tok
xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolida 259 Claude Code, Codex 3
hi0001234d/nexpath Local-first AI coding workflow for vibe coders, indie hackers, technical founders and prod 259 Claude Code 1 298 tok
lingxi-agent/Lingxi 258 Claude Code 1 1,328 tok
mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking 258 Claude Code, Codex, OpenCode 2 878 tok
walaj/svaba Structural variation and indel detection by local assembly 258 Claude Code 1 34,473 tok
shihongDev/evalyn evalyn.dev Evalyn — a lightweight, local-first eval framework for your GenAI app 258 Claude Code 1 1,345 tok
EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi 258 Claude Code, Codex, OpenCode 2 1,059 tok
SepineTam/mcp-for-stata aidea-labs.com A MCP server for integrating Stata into your agent loop with a safety-first design. 258 Claude Code 4 1,568 tok
autoclaw-cc/xiaohongshu-mcp-skills xiaohongshu-mcp skills 258 Claude Code 1 445 tok
livekit-examples/agent-starter-python docs.livekit.io A complete voice AI starter for LiveKit Agents with Python. 257 Claude Code, Codex, Gemini CLI, OpenCode 3 1,175 tok
Peiiii/nextclaw nextclaw.io An open-source, extensible, self-hosted agent workspace with multi-runtime support for Cod 257 Claude Code, Codex, OpenCode 39 3,039 tok
kayba-ai/recursive-improve kayba.ai 🪞 Make your agents recursively self-improve 257 Claude Code, Codex 3
h0x91b/dev-3.0 dev3.h0x91b.com Mission control for the One Person Studio — run a fleet of AI coding agents in parallel wi 257 Claude Code, Codex, OpenCode 8 12,315 tok
ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar 257 Claude Code, Codex, OpenCode 2 21,645 tok
vinkius-labs/mcpfusion vinkius.com MCP Fusion - The TypeScript framework for secure MCP servers. 256 Claude Code 2
dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, 256 Claude Code, Codex, OpenCode 2 318 tok
ant-design/ant-design-cli ant.design Ant Design on your command line. Query component knowledge, analyze project usage, and g 256 Claude Code, Codex, OpenCode 2 4,070 tok
hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents 256 Claude Code, Codex, OpenCode 2 9,278 tok
ed-donner/tech2ai Code to accompany my course from Software Engineer to AI Data Scientist 255 Claude Code, Codex, OpenCode 2 2,020 tok
NanmiCoder/skills-agent-proto A Skills Agent built with LangChain 1.0, demonstrating the underlying principles of Anthro 255 Claude Code, Codex, OpenCode 3 1,389 tok
leemysw/feishu-docx 🚀 Feishu/Lark Docs, Sheet, Bitable <-> Markdown | AI Agent-friendly knowledge base export 255 Claude Code, Codex, OpenCode 2 788 tok
longyangxi/OpenOffice A visible workspace for AI agents to collaborate as a single team. 255 Claude Code 1 582 tok
GTM-Strategist/gtm-strategist-skills gtmstrategist.com Your AI go-to-market co-pilot 255 Claude Code 13 1,068 tok
helloianneo/obsidian-ai-second-brain A complete guide to building a personal knowledge base with Obsidian + Claude AI, based on 255 Claude Code 1 1,215 tok
ATOM00blue/machine-learning-library Custom APRL machine-learning algorithm + a curated ML knowledge base of 923 papers, lectur 255 Claude Code, Codex, OpenCode 2 1,399 tok
mars-tw/anti-gambling-trader-tw mars-tw.github.io Free and open-source tools for investment fraud prevention, trading statistics, and automa 255 Claude Code, Codex 1
manalkaff/opendesign claude.ai/design open-sourced! 254 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
jackfranklin/dotfiles My dotfiles for my dev environment, compromising of tmux, vim, zsh and git. 254 Claude Code, Codex, OpenCode 2 2,299 tok
grafana/skills 254 Claude Code, Codex, OpenCode 1 1,346 tok
shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 253 Claude Code, Codex, OpenCode 33 3,346 tok
franzvill/lad lad-a2a.org An open protocol for discovering A2A-capable AI agents on local networks — the discovery & 253 Claude Code 1 1,251 tok
kantord/headson docs.rs head/tail for structured data - summarize/preview JSON/YAML and source code 253 Claude Code 1 1,357 tok
Samsung/Tizen.NET Welcome to Tizen .NET 253 Claude Code, Codex 1
awattar/claude-code-best-practices 💻 Best practices and examples for using Claude Code - Anthropic’s terminal-native AI - fo 253 Claude Code 20 2,327 tok
vercel-labs/agent-eval agent-eval-playground.vercel.app 253 Claude Code 1 456 tok
loperanger7/gstack-auto Semi-Autonomous gstack Orchestration: Build with a strong product spec and let Garry Tan's 253 Claude Code 1 6,213 tok
tonbistudio/llm-wiki Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wik 253 Claude Code 1 1,434 tok
BiboyQG/WeChat-MCP biboyqg.github.io WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat f 253 Claude Code, Codex, OpenCode 8 967 tok
andrefigueira/.context A Git-native, AI-optimized documentation system that turns your repo into a living knowled 252 Claude Code, Codex, OpenCode 8 1,429 tok
nailuoGG/anki-mcp-server MCP server for Anki via AnkiConnect 252 Claude Code 1 673 tok
xberg-io/liter-llm docs.liter-llm.xberg.io Universal LLM API client — 163 providers, 14 native language bindings, powered by a Rust c 252 Claude Code, Codex 3
vikasprogrammer/walkie walkie.sh P2P communication for AI agents. No server. No setup. Just talk. 252 Claude Code 1 3,736 tok
DIGI-UW/OpenELIS-Global-2 openelis-global.org OpenELIS Global — open-source Laboratory Information System (LIS/LIMS) for clinical and pu 252 Claude Code, Codex, GitHub Copilot, OpenCode 32 25,043 tok
kytmanov/synto More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extra 252 Claude Code 1 1,388 tok
xnohat/webobsidian Web based Obsidian Notes App 252 Claude Code 1 612 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 252 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 45 13,687 tok
zhuzhaoyun/Molio molio.cn A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with 252 Claude Code 1 4,452 tok