How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
dralgorhythm/claude-agentic-framework A More Effective Agent Harness for Claude 131 Claude Code, Codex, OpenCode 35 2,168 tok
walletbeat/walletbeat walletbeat.eth.limo An open repository of EVM-compatible wallets 🌸 131 Claude Code, Codex, OpenCode 4 2,225 tok
longbkit/clisbot Agentic Coding CLI & chat bot 131 Claude Code, Codex, OpenCode 5 4 tok
ThomasHoussin/Claude-Book hackernoon.com A Multi-Agent Framework for Writing Novels with Claude Code 131 Claude Code 11 606 tok
computesdk/benchmarks computesdk.com Compare performance across sandbox, storage, browsers, and ai gateway providers. 131 Claude Code, Codex 4 —
ChesterRa/mingpan Chinese metaphysics MCP chart-calculation service: Bazi, Zi Wei Dou Shu, Liu Yao, Plum Blo 131 Claude Code 3 —
canonical/workshop ubuntu.com Workshops are secure, fast, and composable development environments that come agent-ready. 131 Claude Code, Codex, GitHub Copilot 11 647 tok
web-casa/DeepSeek-Harness-Desktop Native desktop packaging of DeepSeek Harness (DSH) for Windows & macOS — no Node.js setup 131 Claude Code, Codex, OpenCode 26 2,781 tok
b0x42/Super-Productivity-MCP MCP server that connects AI assistants to Super Productivity — manage tasks, projects, and 131 Claude Code, Codex, OpenCode 17 870 tok
OktoLabsAI/okto-pulse oktolabs.ai Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP f 131 Claude Code 1 3,725 tok
avatune/avatune avatune.dev Tuning visual identity, emotional tone. Feels friendly & composable. 131 Claude Code, Codex, OpenCode 3 2,363 tok
davidpc007/solana-agent-kit solana ai agent toolkit for modular monorepo with plugin architecture, first-class support 130 Claude Code 1 1,045 tok
victorGPT/vibeusage vibescore-self.vercel.app 130 Claude Code, Codex, OpenCode 5 2,817 tok
autopkg/dataJAR-recipes datajar.co.uk Elegant and powerful Apple services for business and education. 130 Claude Code, Codex, GitHub Copilot 3 2,312 tok
levu304/claude-code-boilerplate Universal coding standards and AI agent configurations for Claude Code projects 130 Claude Code 15 13,209 tok
l3gi0nXXXX/Metis-agent Metis-agent is a high performance and personal AI assistant which is build with Cangjie pr 130 Claude Code, Codex, OpenCode 2 5,057 tok
FERAL-AI/FERAL-AI docs.feral.sh one Memory across your devices and apps 130 Claude Code 1 6,106 tok
manishchaudhary101/kube-argus manishchaudhary101.github.io Real-time Kubernetes dashboard for SREs — live cluster state, drain wizard, YAML editor, j 130 Claude Code 1 2,746 tok
duane1024/l123 130 Claude Code, Codex, OpenCode 3 3,653 tok
calderbuild/WeFinance anna.partners AI-Powered Personal Finance Assistant - Transforming bill images into intelligent financia 130 Claude Code, Codex, OpenCode 4 10,949 tok
AI4Scientist/nano-scientist An autonomous research agent that turns a topic into a peer-reviewed technical report 130 Claude Code 1 1,735 tok
thtskaran/claude-code-analysis We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, 130 Claude Code 2 91 tok
riverscn/intro-agentic-ai intro-agentic-ai.lishun.me Understanding Agentic AI: From neural networks to intelligent agents. 130 Claude Code, Codex 2 —
pangon/ai-sdlc-framework A process framework for AI-first software development focused on the pre-coding phases 130 Claude Code 11 3,473 tok
championswimmer/TwoFac twofac.app 2FA Authenticator app that works on mobile, web, desktop, watches and CLI! 130 Claude Code, Codex, GitHub Copilot, OpenCode 12 949 tok
JetBrains/teamcity-cli jb.gg TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues. 130 Claude Code, Codex, OpenCode 2 858 tok
taoAIGC/AICompare one click to open multi AI sites | Open multiple AI sites with one click and view AI resul 130 Claude Code, Cursor 2 1,178 tok
Archethect/sc-auditor Solidity smart contract auditor leveraging static analysis, Solodit findings and Map, Hunt 130 Claude Code, Codex, OpenCode 2 1,446 tok
CliMA/EnsembleKalmanProcesses.jl clima.github.io Derivative-free parameter calibration and uncertainty quantification for expensive models 130 Claude Code 8 —
openlegion-ai/openlegion openlegion.ai Secure autonomous AI agent framework and platform. Build AI teams by describing what you w 130 Claude Code, Codex, OpenCode 2 17,485 tok
krodak/clickup-cli ClickUp CLI for AI agents 130 Claude Code, Codex, OpenCode 4 2,007 tok
ChrisChen667788/pixcull Local-first AI photo culling for professional photographers — 6-axis rubric, XMP/IPTC expo 130 Claude Code 1 16,447 tok
dkyazzentwatwa/chatgpt-skills My comprehensive, tested + audited, library of skills to use for ChatGPT. 130 Claude Code, Codex, OpenCode 2 851 tok
89luca89/clampdown Run AI coding agents in hardened container sandboxes. 130 Claude Code, Codex, OpenCode 2 2,077 tok
sbroenne/mcp-windows windowsmcpserver.dev Let AI agents control Windows applications. Click buttons, type text, toggle settings — al 130 Claude Code, Codex, GitHub Copilot 2 1,703 tok
gokeshenzhen/TraceWeave pypi.org A universal MCP Server for test platform logs, waveforms (FSDB/VCD), and root cause analys 130 Claude Code, Codex, OpenCode 2 8,925 tok
konnga/skill-buddy AI Skills Buddy, A desktop workspace for managing, installing, and synchronizing Skills an 130 Claude Code, Codex, OpenCode 10 238 tok
os-factory/har harproject.dev HAR: open agent harness (CLI + MCP) for coding agents. Isolated worktrees, deterministic v 130 Claude Code, Codex, OpenCode 5 4,803 tok
Obedience-Corp/festival fest.build Vibe Engineering Framework, Organize your intent, loop your work and achieve the outcome y 130 Claude Code, Codex, Gemini CLI, OpenCode 14 1,338 tok
langchain-ai/langsmith-mcp-server langsmith-mcp-server.vercel.app 130 Claude Code 1 6,401 tok
davehenke/rekordbox-mcp Open Source MCP for Rekordbox DJ 130 Claude Code 1 866 tok
tykimos/agent-native-agent Self-hosted apps you operate by watching a dashboard and talking to a coding agent that IS 130 Claude Code, Codex, OpenCode 2 1,564 tok
willdady/platypus platypus.chat Self-hosted AI Agents for your whole team — on your infrastructure, your models, around th 130 Claude Code, Codex, OpenCode 5 1,431 tok
mikehostetler/wreckit npmjs.com Wreck it Ralph Wiggum - My code is in danger! 129 Claude Code, Codex, OpenCode 2 2,781 tok
Sunagatov/Memora Telegram bot 129 Claude Code, Codex, OpenCode 3 1,369 tok
baryhuang/mcp-hubspot A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot 129 Claude Code 1 1,470 tok
ctxr-dev/llm-wiki-memory Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. 129 Claude Code, Codex, OpenCode 6 2,138 tok
mxtommy/Kip SignalK Instrument package 129 Claude Code, Codex, GitHub Copilot 11 6,085 tok
radimsem/remindb An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — 129 Claude Code 11 2,473 tok
ar-io/ar-io-node ar.io A scalable and modular gateway built for the permaweb atop the Arweave permanent data stor 129 Claude Code 4 2,982 tok