How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
zamesin/Next-Move-Theory-Canon-and-Skills nextmovetheory.com Claude Code skills for product market research, value props, PRDs, and go-to-market — plus 369 Claude Code, Codex, OpenCode 2 12,336 tok
ReflexioAI/reflexio reflexio.ai Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that 369 Claude Code, Codex, OpenCode 14 256 tok
kubernetes-sigs/cluster-api-provider-openstack cluster-api-openstack.sigs.k8s.io Cluster API implementation for OpenStack 369 Codex, OpenCode 1 2,018 tok
monarchjuno/tradingcodex discord.gg Turn Codex into your investment workflow team 368 Codex, OpenCode 1 2,165 tok
qaml-ai/camelAI camelAI — an AI coding assistant platform built on Cloudflare Workers and Durable Objects 368 Claude Code, Codex, OpenCode 7 12,267 tok
logiscape/mcp-sdk-php Model Context Protocol SDK for PHP 368 Claude Code, Codex, OpenCode 4 3,032 tok
mengjian-github/xiaomo-starter-kit xiaomo.dev 🐈‍⬛ OpenClaw Chinese AI assistant template | Get your own AI personal assistant in 5 minu 367 Codex, OpenCode 1 261 tok
elixir-lang/elixir-lang.github.com Website for Elixir 367 Codex, OpenCode 1 497 tok
brianlovin/agent-config brianlovin.com My coding agent config 367 Claude Code, Codex, OpenCode 2 344 tok
omagents/omagents 366 Codex, OpenCode 1 4,108 tok
suzuki-shunsuke/ghtkn A CLI to create short-lived (8 hours) GitHub App User Access Token for secure local develo 366 Claude Code, Codex, OpenCode 2 19 tok
basecamp/hey-cli hey.com HEY CLI and Agent Skills 366 Codex, OpenCode 1 15,410 tok
ArtisanCloud/PowerX powerx.artisan-cloud.com PowerX is an open platform for private-domain WeChat operations based on WeCom, helping bu 366 Claude Code, Codex, OpenCode 37 6,280 tok
Far-Se/tabame far-se.github.io Tabame is an alternative to Windows Taskbar. It's Raycast and Powertoys combined. 365 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,747 tok
ben-vargas/ai-sdk-provider-claude-code Vercel AI SDK community provider for Claude Agent SDK 365 Codex, OpenCode 1 585 tok
delexw/claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations 364 Claude Code, Codex, OpenCode 5 1,008 tok
flexcompute/tidy3d docs.flexcompute.com fast, large scale photonic simulation platform 364 Claude Code, Codex, OpenCode 2 1,612 tok
LeoKemp223/NextBoard An AI Agent for PCB design solutions for hardware products. The Agent automatically confir 364 Claude Code, Codex, OpenCode 2 885 tok
agent-tower/core The command center for AI agents such as Claude Code, Codex, and Gemini-Cli, making your a 364 Claude Code, Codex, OpenCode 6 1,755 tok
Belkins/ai-dive-deep dive.vladyslavpodoliako.com Vlad's Playbook — a 48-chapter operator field manual where every artifact is live, clickab 363 Claude Code, Codex, OpenCode 2 865 tok
jaechang-hits/SciAgent-Skills omicshorizon.ai 197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% ac 363 Claude Code, Codex, OpenCode 2 6,404 tok
iamlukethedev/Hermes3D Hermes3D is an open source 3D engine built on Hermes Agents for creating games, simulation 363 Codex, OpenCode 1 577 tok
tile-ai/tilelang-ascend Ascend TileLang adapter 363 Claude Code, Codex, OpenCode 26 2,141 tok
betta-tech/ejemplo-harness-subagentes 362 Claude Code, Codex, OpenCode 8 1,290 tok
Kronuz/Xapiand kronuz.github.io Xapiand: A RESTful Search Engine 362 Codex, OpenCode 1 2,843 tok
rgomezcasas/dotfiles :penguin: Simple, fast, productivity-increaser dotfiles 362 Claude Code, Codex, OpenCode 3 344 tok
hookdeck/hookdeck-cli hookdeck.com CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Even 362 Claude Code, Codex, OpenCode 3 7,537 tok
honojs/cli Command-line tool for Hono, made for AI coding agents 362 Claude Code, Codex, OpenCode 2 893 tok
mc3545dada/mspm0-skill MSPM0 + SysConfig Agent Skill for electronics competitions 362 Claude Code, Codex, OpenCode 2 673 tok
remorses/tuistory TMUX for agents. let agents control & test terminal user interfaces. Like Playwright & age 362 Codex, OpenCode 1 1,915 tok
evstack/ev-node A modular framework for building performant networks, pushing the boundary of today in ord 361 Claude Code, Codex, OpenCode 2 1,221 tok
vuejs-ai/vue-tui The Vue framework for terminal UIs. SFC & JSX, Yoga flexbox, HMR, and testing out of the b 361 Claude Code, Codex, OpenCode 2 3,551 tok
secure-agentic-framework/saf-mcp secureagenticframework.org SAF-MCP is a comprehensive security framework for documenting and mitigating threats in th 361 Claude Code, Codex 1
timwuhaotian/the-pair apps.timwuhaotian.dev Open-source AI pair programming for desktop: a Mentor + Executor agent cross-check each ot 360 Claude Code, Codex, OpenCode 3 5,199 tok
MartinStyk/apk-analyzer The most downloaded APK analysis app on Google Play. Detailed reports of every app on your 360 Claude Code, Codex, GitHub Copilot, OpenCode 28 3,847 tok
facebook/meta-wearables-dat-android Meta Wearables Device Access Toolkit for Android 360 Codex, GitHub Copilot, OpenCode 2 15,065 tok
ZhuLinsen/alphasift AI-native stock screening engine with full-market discovery, LLM ranking, risk-aware scori 359 Codex 1
coderzc/open-xiaoai-bridge A bridge connecting Xiaoai speakers with external AI services such as OpenClaw and Xiaozhi 359 Codex, OpenCode 1 5,359 tok
whitelonng/mancode whitelonng.github.io AI coding agent harness. Five modes: practice to playoffs. Stop your AI from over-engineer 359 Codex, OpenCode 1 1,808 tok
justrach/kuri kuri.trilok.ai Browser automation, web crawling, and iOS + Android device control for AI agents. Zig-nati 358 Claude Code, Codex, OpenCode 7 2,175 tok
CodSpeedHQ/codspeed codspeed.io CodSpeed is the all-in-one performance testing toolkit. Optimize code performance and catc 357 Claude Code, Codex, OpenCode 2 666 tok
milady-ai/milady milady.ai terminally online 357 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,208 tok
apache/camel-spring-boot-examples camel.apache.org Apache Camel Spring Boot Examples 357 Codex, OpenCode 1 1,351 tok
NYTEMODEONLY/polyterm Polymarket in your terminal. 357 Codex, OpenCode 1 407 tok
lovstudio/Ataru lovstudio.ai High-performance AI memory retrieval for local agent history — a Rust search core (SDK / A 357 Claude Code, Codex, OpenCode 2 2,417 tok
CronusL-1141/AI-company Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 357 Claude Code, Codex, OpenCode 2 4,778 tok
spencermarx/open-code-review AI-powered multi-agent code review. Simulates a customizable team of Engineers performing 357 Claude Code, Codex, OpenCode 11 2,239 tok
open-software-network/os-clovy opensoftware.co Private AI on your Mac. Chat, dictation, meeting notes, and a local agent in one open sour 356 Claude Code, Codex, OpenCode 34 4,095 tok
Xuanwo/xurl xURL: Client for AI Agents URLs 356 Codex, OpenCode 1 1,598 tok
joyfullservice/msaccess-vcs-addin Synchronize your Access Forms, Macros, Modules, Queries, Reports, and more with a version 356 Claude Code, Codex, OpenCode 2 7,802 tok