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
softaworks/agent-toolkit A curated collection of skills for AI coding agents. Skills are packaged instructions and 2,635 Claude Code, Codex, OpenCode 2 755 tok
samanhappy/mcphub mcphub.app Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP s 2,634 Claude Code, Codex, OpenCode 3 602 tok
nunit/nunit nunit.org NUnit Framework 2,632 Claude Code, Codex, GitHub Copilot, OpenCode 10 724 tok
Exorust/TorchLeet torch-leet.vercel.app LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, A 2,621 Codex, OpenCode 1 492 tok
vercel-labs/vgpu vgpu.sh Modular cross-runtime WebGPU library for shaders, 3D scenes, GPU tensors, neural networks, 2,620 Claude Code, Codex, OpenCode 3 1,008 tok
threerocks/hand-drawn-styles Claude Code skill: applies content to built-in hand-drawn style recipes to produce image-g 2,615 Codex, OpenCode 1 1,026 tok
kayba-ai/agentic-context-engine kayba.ai 🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai 2,608 Claude Code, Codex, OpenCode 19 2,759 tok
YTwsy/OpenSurge-for-Mac opensurge.pages.dev Surge-style whole-home gateway and control plane for macOS with IPv4/IPv6 support— mihomo 2,604 Codex, OpenCode 1 404 tok
org2AI/ORG2 System of record for how agents build software: Built-in rust harness & 20+ CLIs. 2,598 Codex, OpenCode 1 3,964 tok
Piebald-AI/tweakcc Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters 2,598 Claude Code, Codex, OpenCode 3 883 tok
terryyin/lizard A simple code complexity analyser without caring about the C/C++ header files or Java impo 2,585 Claude Code, Codex, OpenCode 27 407 tok
sdyckjq-lab/llm-wiki-skill A personal knowledge-base building Skill based on the Karpathy llm-wiki methodology, suppo 2,581 Claude Code, Codex, OpenCode 2 4,044 tok
graphistry/pygraphistry PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs wit 2,577 Claude Code, Codex, OpenCode 8 479 tok
mflux-community/mflux Apple MLX native implementations of state-of-the-art generative image & video models 2,576 Claude Code, Codex, Cursor, OpenCode 13 968 tok
neilotoole/sq sq.io sq data wrangler 2,574 Claude Code, Codex, OpenCode 6 4,477 tok
cbrock84/headcount cbrock84.github.io An agent organization structured as a company — 15+ departments, 125+ skills, each indepen 2,574 Codex, OpenCode 1 745 tok
amElnagdy/delegate-skills skills.sh Delegate a coding task to a separate coding agent CLI, review the diff, land the commit yo 2,565 Codex, OpenCode 1 3,956 tok
Azure/azure-sdk-for-java This repository is for active development of the Azure SDK for Java. For consumers of the 2,563 Claude Code, Codex, GitHub Copilot, OpenCode 18 3,984 tok
K-Dense-AI/claude-scientific-writer k-dense.ai A general purpose scientific writer 2,556 Claude Code, Codex, OpenCode 28 10,828 tok
Nano-Collective/nanocoder docs.nanocollective.org An open coding agent for your terminal, built by a community collective rather than a comp 2,552 Claude Code, Codex, OpenCode 2 4,597 tok
ValveResourceFormat/ValveResourceFormat s2v.app Source 2 Viewer is an all-in-one tool to browse VPK archives, view, extract, and decompile 2,552 Codex, OpenCode 1 1,973 tok
earendil-works/absurd earendil-works.github.io An experiment in durability 2,534 Codex, OpenCode 1 593 tok
HD838A/remote-mic-app sayall.app Wireless Mic (SayAll.app): Turn the Xiaomi Bluetooth Remote 2 Pro into a voice-input devic 2,533 Codex, OpenCode 1 8,495 tok
mattzcarey/shippie shippie.dev extendable code review and QA agent 🚢 2,519 Codex, OpenCode 1 993 tok
openwebf/webf openwebf.com Bring JavaScript and Web Dev to Flutter 2,518 Claude Code, Codex, OpenCode 13 2,407 tok
natolambert/rlhf-book rlhfbook.com Textbook on reinforcement learning from human feedback 2,500 Claude Code, Codex, OpenCode 8 1,668 tok
snarktank/antfarm antfarm.cool Build your agent team in OpenClaw with one command. 2,497 Codex, OpenCode 1 582 tok
itmeo/webgradients webgradients.com 180 free CSS3, Figma, Sketch & PSD gradients — plus a JSON dataset for design tools, gener 2,497 Codex, OpenCode 1 1,579 tok
CarGuo/GSYGithubAPP juejin.im A comprehensive open-source React Native project with rich features, suitable for learning 2,496 Codex, OpenCode 1 1,542 tok
vercel/workflow workflow-sdk.dev Workflow SDK: Build durable, reliable, and observable apps and AI Agents in TypeScript 2,493 Claude Code, Codex, OpenCode 5 10,423 tok
MrGeDiao/shuorenhua Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, 2,491 Claude Code, Codex, OpenCode 2 463 tok
yyjeqhc/webcodex Give cloud AI agents a real development environment on your own machines. 2,488 Codex, OpenCode 1 1,928 tok
Bitterbot-AI/bitterbot-desktop bitterbot.ai Bitterbot - a mesh of agents that turns shared experience into collective capability. 2,481 Codex, OpenCode 1 3,033 tok
Infisical/agent-vault docs.agent-vault.dev A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom 2,481 Claude Code, Codex, OpenCode 4 3,229 tok
eugr/spark-vllm-docker Docker configuration for running VLLM on dual DGX Sparks 2,472 Codex, OpenCode 1 346 tok
Draculabo/AntigravityManager Antigravity Manager is a desktop application for managing the Google accounts used by Anti 2,469 Claude Code, Codex, OpenCode 45 2,253 tok
RAIT-09/obsidian-agent-client rait-09.github.io Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex 2,468 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,375 tok
subsy/ralph-tui ralph-tui.com 2,461 Claude Code, Codex, OpenCode 3 1,095 tok
exceptionless/Exceptionless exceptionless.com Exceptionless application 2,456 Claude Code, Codex, OpenCode 16 2,274 tok
digitalsamba/claude-code-video-toolkit AI-native video production toolkit for Claude Code 2,453 Claude Code, Codex, OpenCode 3 13,631 tok
vercel/chat chat-sdk.dev Universal chat layer for building bots and agents. 2,451 Claude Code, Codex, OpenCode 4 1,381 tok
FullAgent/fulling fulling.ai Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, 2,445 Codex, OpenCode 1 874 tok
lestrrat-go/jwx Complete implementation of JWx (Javascript Object Signing and Encryption/JOSE) technologie 2,444 Claude Code, Codex, OpenCode 3 3,354 tok
QoderAI/better-harness qoderai.github.io An open-source Harness Engineering platform for coding agents—define harnesses as code, ru 2,443 Claude Code, Codex, OpenCode 6 2,535 tok
utkuozdemir/pv-migrate CLI tool to easily migrate or backup/restore Kubernetes persistent volumes 2,432 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,694 tok
iamlukethedev/Claw3D claw3d.ai Claw3D is an open source 3D engine built on OpenClaw for creating games, simulations, and 2,429 Codex, OpenCode 1 608 tok
spacedriveapp/spacebot spacebot.sh An AI agent for teams, communities, and multi-user environments. 2,426 Codex, OpenCode 1 5,503 tok
777genius/agent-teams-ai agentteams.live You're the boss, agents are your team. They handle tasks on their own, message each other, 2,421 Claude Code, Codex, OpenCode 2 5,719 tok
Kritt-ai/open-kritt kritt.ai Open-source, self-hosted AI vulnerability research tool that orchestrates agents to find a 2,418 Codex, OpenCode 1 2,190 tok
FrancyJGLisboa/agent-skill-creator francyjglisboa.github.io Build tested agent skills and govern their lifecycle through a user-defined marketplace: e 2,411 Codex, OpenCode 1 285 tok