How real projects configure their agents

23,702 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
alltuner/factoryfloor factory-floor.com AI-powered macOS development workspace. Git worktrees, Claude Code sessions, and dev serve 114 Claude Code, Codex, OpenCode 2 2,591 tok
LeXwDeX/OpenCode-GraphAgent Extends the Hooks API, Directed Acyclic Graph Agent Execution Engine. This project is self 114 Claude Code, Codex, OpenCode 13 4,020 tok
vintasoftware/django-ai-boost A MCP server for Django applications, inspired by Laravel Boost. 114 Codex, OpenCode 1 1,429 tok
felipelobomotta-blip/book-genesis-v4 An open-source writing runner that turns an idea into a manuscript, preserves the work, an 114 Codex, OpenCode 1 993 tok
natnew/Awesome-Prompt-Engineering natnew.github.io Awesome-Prompt-Engineering - This repository includes resources for prompt engineering. 🌟 114 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,242 tok
mr-daedalium/ostack-saas ostack — AI-powered engineering team for Claude Code. Fork of gstack by Garry Tan. 114 Claude Code, Codex, OpenCode 2 4,397 tok
moonrunnerkc/swarm-orchestrator A local coding agent: give it a task, it makes the change, checks each requirement with sw 114 Claude Code, Codex, OpenCode 2 1,495 tok
docdyhr/mcp-wordpress MCP Server to manage a Wordpress CMS system. 114 Claude Code, Codex, OpenCode 9 4,380 tok
Dicklesworthstone/xf Search your X/Twitter data archive from the command line with sub-millisecond full-text qu 114 Codex, OpenCode 1 9,082 tok
olorehq/olore olore.dev Turn library docs into local Agent Skills 114 Claude Code, Codex, OpenCode 7 210 tok
OneYoungMean/KimodoUnityBridge Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo. 114 Codex, OpenCode 1 82 tok
xueyouluo/fridge_tracker fridge.followllm.online Xianzhi Tie: A reproducible ESP32 e-paper food freshness reminder featuring an H5/Node.js/ 114 Codex, OpenCode 1 975 tok
letta-ai/letta-agent-sdk docs.letta.com The Letta Agent SDK is the SDK for stateful agents. Each agent has its own identity and lo 114 Codex, OpenCode 1 1,478 tok
tririver/arc Agent Research Copilot (ARC) is a set of skills and tools (CLI) for theoretical physics li 114 Codex, OpenCode 1 3,116 tok
tecnologicachile/mail-mcp mail-mcp.tecnologicachile.cl Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 114 Codex, OpenCode 1 2,541 tok
rookslog/zlibrary-mcp npmjs.com MCP server that finds books across catalogues and downloads the original files 114 Claude Code, Codex, OpenCode 2 3,802 tok
guimatheus92/mcp-video-analyzer glama.ai MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, 114 Claude Code, Codex, OpenCode 3 1,018 tok
ALBDNDJ/hpcguard A user-space safety net that helps researchers prevent AI agents from overloading shared H 114 Codex, OpenCode 1 821 tok
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 114 Claude Code, Codex, OpenCode 2 4,849 tok
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
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