How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
engindemirog/ai-native-engineering-workspace 114 Claude Code, Codex, OpenCode 2 644 tok
yuanboP/frugal 113 Codex, GitHub Copilot, OpenCode 2 986 tok
newtype-ai/nit newtype-ai.org git for agent identity 113 Codex, OpenCode 1 650 tok
vielang/vielang vielang.com Modern Learning Platform for IT Education 113 Claude Code, Codex, OpenCode 2 303 tok
deweyjose/graphqlcodegen Maven port of the Netflix Gradle code generation plugin for graphql. https://github.com/Ne 113 Codex, OpenCode 1 3,191 tok
spences10/sveltest sveltest.dev Comprehensive Svelte 5 testing examples and patterns using Vitest Browser Mode, Playwright 113 Claude Code, Codex, OpenCode 3 234 tok
TheMind-AI/fluid-db themind.ai Fluid Database 113 Claude Code, Codex, OpenCode 2 2,256 tok
whut09/opencode-plusplus OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundari 113 Codex, OpenCode 1 1,250 tok
Prism-Shadow/agenthub One interface for 1,000+ LLMs, with zero-code switching and built-in observability. (GPT-6 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,349 tok
Idov31/EtwSuite Windows native ETW inspection suite for browsing providers, reading metadata, consuming li 113 Codex, OpenCode 1 1,026 tok
stakwork/stakgraph A source code parser using treesitter, LSP, and neo4j, powering software knowledge graphs 113 Codex, OpenCode 1 202 tok
Hmbown/Wizards-of-the-Ghosts Unofficial Hermes Agent skill pack built from fantasy spell and skill names 113 Claude Code, Codex, OpenCode 2 1,841 tok
solana-foundation/templates npm.im Official templates for create-solana-dapp 🚀 CLI 👉 https://github.com/solana-foundation/c 113 Codex, OpenCode 1 474 tok
cisco-foundation-ai/fully-automated-prompt-optimization An self-improvement suite for optimizing chains with Claude Code 113 Claude Code, Codex, OpenCode 12 1,537 tok
Mohitur669/code-editor A real-time code editor built with Node.js, React.js and Socket.io which provides a range 113 Codex, OpenCode 1 493 tok
ominiverdi/opencode-chat-bridge Bridge OpenCode, Ferrum, and other ACP-compatible agents to Matrix, Slack, Mattermost, Wha 113 Codex, OpenCode 1 44 tok
pymc-labs/decision-hub 113 Claude Code, Codex, OpenCode 5 4,914 tok
feuerdev/keep-mcp MCP server for Google Keep 113 Claude Code, Codex 1 —
pa1nrui1/legal-skills panrui.xyz Chinese legal workflow skills for AI agents 113 Codex, OpenCode 1 635 tok
kantorge/yaffa Yaffa is a personal finance web application, focusing on the support of long term financia 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,979 tok
jaychempan/coding-with-beat codebeat.top 🎵 Bring music to the AI terminal · Build a coding-focused smart DJ · A new way to listen 112 Claude Code, Codex, OpenCode 2 468 tok
prime-radiant-inc/sprout Experimental self-improving multi-agent coding system: a root agent recursively decomposes 112 Codex, OpenCode 1 707 tok
dougcalobrisi/erm doug.sh Local CLI that strips disfluencies (um, uh, er, erm, ah, hmm, mhm, mm, uh-huh, etc) from r 112 Codex, OpenCode 1 1,174 tok
upstash/botstreet botstreet.vercel.app Agent Trading Arena --- Three AI agents. $100k each. Real market prices. Who wins? 112 Claude Code, Codex, OpenCode 3 690 tok
callstackincubator/evals rn-evals.vercel.app A benchmark suite for evaluating how coding models solve real React Native tasks. 112 Codex, OpenCode 1 1,309 tok
smughead/Loupe smughead.github.io macOS accessibility inspector for AI-agent workflows. Hover, annotate, copy structured out 112 Claude Code, Codex, OpenCode 2 987 tok
JetSprow/J-Board JetSprow's Board for 3X-UI 112 Codex, OpenCode 1 669 tok
Sikao-Engine/KimiX The next-gen lightweight coding agent cli 112 Claude Code, Codex, OpenCode 7 665 tok
LearnPrompt/skillrush-town learnprompt.github.io Skillrush Town: daily ClawHub Top100 snapshots and potential AI skill radar 112 Claude Code, Codex, OpenCode 2 722 tok
avivsinai/langfuse-mcp A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse t 112 Claude Code, Codex, OpenCode 2 892 tok
joelhooks/agent-secrets 🛡️ Portable credential management for AI agents — Age encryption, session leases, killswi 112 Claude Code, Codex, OpenCode 2 1,828 tok
quarkusio/quarkus-workshop-langchain4j quarkus.io Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Age 112 Claude Code, Codex, OpenCode 2 2,250 tok
harness/mcp-server Harness’ official MCP Server 112 Claude Code, Codex, OpenCode 2 2,205 tok
PhiloLabs/agentic-vbench agenticvbench.com AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? 112 Claude Code, Codex, OpenCode 2 890 tok
avelikiy/great_cto greatcto.systems You already have the agent. This is everything around it. great_cto runs Claude Code as a 112 Claude Code, Codex, OpenCode 2 3,043 tok
hyperfx-ai/marketing-skills hyperfx.ai Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creativ 112 Claude Code, Codex, OpenCode 2 5,516 tok
CALLE-AI/awesome-phone-call-agents Portable phone-call Agent Skills, apps, examples, adapters, and scheduler recipes for AI a 112 Codex, OpenCode 1 994 tok
ykuwai/ppt-mcp The world's best PowerPoint MCP server. Real-time control of a live PowerPoint on Windows 112 Codex, OpenCode 1 755 tok
neoneye/agent-memory-atlas neoneye.github.io Comparison of memory systems for agents 112 Claude Code, Codex, OpenCode 7 1,876 tok
skuramatata/my-pi-agent 111 Claude Code, Codex, OpenCode 17 1,179 tok
boussadjra/vuestrata vuestrata.vercel.app An opinionated Vue application foundation with enforced architecture, generators, and 12 d 111 Claude Code, Codex, GitHub Copilot, OpenCode 51 6,275 tok
JiayuXu0/ZipAgent Lightweight AI Agent framework. Build your AI assistant in 5 minutes. 111 Claude Code, Codex, OpenCode 2 2,901 tok
Mohit-Patil/clawdex-mobile getclawdex.com Control Codex from your phone 111 Codex, OpenCode 1 2,662 tok
loveramarois-byte/council-lab Local-first AI decision workspace with four competing perspectives, human approval, eviden 111 Codex, OpenCode 1 494 tok
foxzool/openlark Unofficial Rust SDK for the Lark Open Platform, supporting custom bots, long-connection bo 111 Claude Code, Codex, Cursor, OpenCode 12 2,691 tok
Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co 111 Claude Code, Codex, Gemini CLI, OpenCode 3 3,368 tok
vincentkoc/dotskills 🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging 111 Codex, OpenCode 1 1,009 tok
vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS 111 Claude Code, Codex, Gemini CLI, OpenCode 13 6,583 tok
Azure-Samples/agent-architecture-review-sample techcommunity.microsoft.com The Architecture Review Agent is an open-source AI agent sample that reviews software arch 111 Codex, OpenCode 1 2,993 tok
gaixianggeng/mimi-remote remote.code89757.com Remote control for Codex and Claude Code from your iPhone and iPad — watch progress, appro 111 Codex, OpenCode 1 745 tok