How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
chunxiaoxx/nautilus-compass compass.nautilus.social Open memory & reliability layer for AI agents + independent judging/verification (NACRE ju 1,256 Claude Code, Codex, OpenCode 3 2,108 tok
mozilla-ai/any-agent docs.mozilla.ai A single interface to use and evaluate different agent frameworks 1,255 Claude Code, Codex, OpenCode 2 2,165 tok
legeling/awesome-codex-pet codexpet.top A curated gallery of community-made Codex pets, with generated action previews and one-com 1,253 Codex, OpenCode 1 2,294 tok
modu-ai/moai-adk adk.mo.ai.kr Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality g 1,252 Claude Code, Codex, OpenCode 22 5,225 tok
Aaronontheweb/dotnet-skills Claude Code skills and sub-agents for .NET Developers 1,250 Claude Code, Codex, OpenCode 2 1,294 tok
reticlehq/reticle app.reticle.sh AI agents can generate code, but still struggle to understand what they build. Reticle bri 1,247 Claude Code, Codex, OpenCode 2 2,684 tok
Ataraxy-Labs/opensessions ataraxy-labs.com tmux sidebar for coding agents — Amp, Claude Code, Codex, OpenCode. Per-thread markers, lo 1,237 Codex, OpenCode 1 1,801 tok
polterguy/magic hyperlambda.dev Instant SECURE Full Stack Apps and AI Agents 1,237 Codex, OpenCode 1 903 tok
mem9-ai/mem9 Unlimited memory for OpenClaw 1,235 Claude Code, Codex, OpenCode 2 3,039 tok
NomaDamas/slides-grab nomadamas.github.io Best harness + editor + linter for generating slides in Claude Code / Codex - Claude Desig 1,233 Codex, OpenCode 1 1,543 tok
modelcontextprotocol/quickstart-resources A repository of servers and clients from the Model Context Protocol tutorials 1,233 Codex, OpenCode 1 816 tok
EvolvingLMMs-Lab/LLaVA-OneVision-2 evolvinglmms-lab.github.io Fully Open Framework for Democratized Multimodal Training 1,232 OpenCode 8 —
GoogleChrome/modern-web-guidance-src goo.gle 1,226 Claude Code, Codex, OpenCode 14 487 tok
hanliang97/MatrixMedia hanliang97.github.io A video matrix tool built with Vue, Electron, and Puppeteer for batch publishing videos to 1,224 Claude Code, Codex, OpenCode 2 4,054 tok
dartsim/dart dart.readthedocs.io DART: Dynamic Animation and Robotics Toolkit 1,223 Claude Code, Codex, OpenCode 3 1,799 tok
xyTom/coding-tools-mcp coding-tools-mcp.github.io Give any AI agent the ability to code 1,222 Codex, OpenCode 1 329 tok
NVIDIA-NeMo/labs-molt A scalable, agentic-first, and HuggingFace-native RL framework for research (9k lines). 1,218 Claude Code, Codex, OpenCode 6 458 tok
mongodb/js-bson BSON Parser for node and browser 1,216 Claude Code, Codex, OpenCode 2 1,402 tok
mikiarlo3/ai-copywriter An AI copywriter that uses real copywriting skills + real marketing knowledge with human t 1,216 Claude Code, Codex, OpenCode 1 703 tok
asheshgoplani/agent-deck discord.gg Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex 1,215 Claude Code, Codex, OpenCode 2 2,878 tok
strands-agents/agent-sop aws.amazon.com Natural language workflows that enable AI agents to perform complex, multi-step tasks with 1,214 Codex, OpenCode 1 2,087 tok
heymrun/heym heym.run Build agentic systems. Run them with confidence. Orchestrate agents, automate business pro 1,213 Claude Code, Codex, Cursor, OpenCode 3 7,407 tok
graphframes/graphframes graphframes.io GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs 1,213 Codex, OpenCode 1 1,839 tok
cloudflare/artifact-fs workers.cloudflare.com ArtifactFS is a filesystem driver designed to mount large git repos as quickly as possible 1,211 Claude Code, Codex, OpenCode 2 821 tok
nspady/google-calendar-mcp MCP integration for Google Calendar to manage events. 1,211 Claude Code, Codex, OpenCode 10 2,636 tok
TIGER-AI-Lab/ClawBench claw-bench.com Open-source benchmark for browser AI agents on daily tasks. 1,210 Codex, OpenCode 1 1,826 tok
Mibayy/token-savior mibayy.github.io MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active t 1,207 Claude Code, Codex, OpenCode 2 3,006 tok
hijohnnylin/neuronpedia neuronpedia.org open source interpretability platform 🧠 1,206 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,332 tok
dermotduffy/advanced-camera-card card.camera A comprehensive camera card for Home Assistant 1,206 Claude Code, Codex, Gemini CLI, OpenCode 4 9 tok
matthiasn/lotti matthiasn.github.io A private logbook with a staff of personal AI assistants. Agents read what you record and 1,205 Claude Code, Codex, OpenCode 12 4,270 tok
Rimagination/scansci-pdf 1,202 Codex, OpenCode 1 588 tok
Gentleman-Programming/gentleman-guardian-angel 😇 Gentleman Guardian Angel (gga) - Provider-agnostic code review using AI. Use Claude, Ge 1,201 Codex, OpenCode 1 365 tok
fcakyon/claude-codex-settings claudesettings.com Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Ki 1,200 Claude Code, Codex, OpenCode 5 5,944 tok
Dicklesworthstone/coding_agent_session_search Unified TUI and CLI to index and search your local coding agent session history across 30+ 1,200 Codex, OpenCode 1 19,893 tok
xixihhhh/clipforge xixihhhh.github.io ClipForge (formerly “带货剪手” / daihuo-jianshou): An open-source AI e-commerce short-video to 1,199 Claude Code, Codex, OpenCode 2 79 tok
heyhuynhgiabuu/proxypal A desktop app that lets you use your AI subscriptions (Claude, ChatGPT, Gemini, GitHub Cop 1,197 Codex, OpenCode 1 716 tok
TrafficGuard/typedai typedai.dev TypeScript AI platform with AI chat, Autonomous agents, Software developer agents, chatbot 1,197 Codex, OpenCode 1 4,307 tok
keinsaasforever/better-chatbot app.keinsaas.com Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and work 1,196 Codex, OpenCode 1 617 tok
cognizant-ai-lab/neuro-san-studio decisionai.ml A playground for neuro-san 1,194 Claude Code, Codex, OpenCode 2 1,636 tok
igorkasyanchuk/active_storage_validations igorkasyanchuk.com Do it like => validates :photos, attached: true, content_type: ['image/png', 'image/jpg', 1,193 Claude Code, Codex, Cursor, OpenCode 2 4,710 tok
foldkit/foldkit foldkit.dev 1,193 Claude Code, Codex, OpenCode 13 11,809 tok
johnpapa/vscode-peacock Subtly change the color of your Visual Studio Code workspace. Ideal when you have multiple 1,192 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,358 tok
deanpeters/product-manager-prompts A repository of Generative AI prompts for product managers using agents such as ChatGPT, C 1,191 Claude Code, Codex, OpenCode 2 5,704 tok
todo-for-ai/todo-for-ai todo4ai.org 🤖 A comprehensive task management system specifically designed for AI assistants. Support 1,191 Codex, OpenCode 1 84 tok
sipyourdrink-ltd/bernstein bernstein.run The open-source governance layer for AI agents: write the rules declaratively, Bernstein e 1,190 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,236 tok
daangn/seed-design seed-design.io SEED Design System 1,186 Claude Code, Codex, OpenCode 10 1,684 tok
Ido-Levi/Hephaestus Semi-Structured Agentic Framework. Workflows build themselves as agents discover what need 1,185 Claude Code, Codex, OpenCode 4 666 tok
GetStream/stream-chat-react-native getstream.io 💬 React-Native Chat SDK ➜ Stream Chat. Includes a tutorial on building your own chat app 1,183 Claude Code, Codex, OpenCode 7 7,249 tok
Dpro-at/Tel-Agent tel-agent.com AI phone assistant | open-source 1,183 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,932 tok
its-maestro-baby/maestro The Bloomberg Terminal for CLI Agents, its Maestro Baby! 1,181 Codex, OpenCode 1 1,486 tok