How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
SYZ-Coder/prd-spec-workspace Converts product requirements into documents that AI can understand (input supports images 20 Codex, OpenCode 1 1,712 tok
saturngod/Waing AI Agent ဝိုင်းတော်သားများ 20 Claude Code, Codex, OpenCode 2 1,710 tok
DevCycleHQ/cli docs.devcycle.com DevCycle - CLI 20 Codex, OpenCode 1 1,305 tok
BalajSaleem/criterion criterion.life Quran based intelligence 20 Codex, GitHub Copilot, OpenCode 2 408 tok
noricha-vr/WebScreen 20 Codex, OpenCode 1 1,853 tok
charliesbot/one A beautifully designed fasting tracker with full Wear OS support. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,076 tok
ankit-thawal47/overwatch 20 Claude Code, Codex, OpenCode 2 1,849 tok
AllDmeat/kaiten-mcp 20 Claude Code, Codex, OpenCode 11 115 tok
ipdelete/mcp-code-execution Python implementation of the code execution pattern for Model Context Protocol (MCP) 20 Claude Code, Codex, OpenCode 5 1,014 tok
savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod 20 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,370 tok
dingshuxin353/acp Agent Communication Protocol - a message format standard for efficient communication betwe 20 Claude Code, Codex, OpenCode 2 1,652 tok
pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,293 tok
Rockielab/rockie-codex Autonomous AI research harness for OpenAI Codex CLI. Sibling to rockie-claude (Claude Code 20 Codex, OpenCode 1 905 tok
thirawat27/Ruvyxa npmjs.com Ruvyxa is a production-minded web framework built around clarity, speed, and control. It k 20 Claude Code, Codex, OpenCode 2 15,922 tok
linux-root/scala-zio-skills ZIO Scala coding rules, anti-patterns, and decision guides — installable as a Claude Code 20 Claude Code, OpenCode 1 —
AyanbekDos/ponystack Think expensive, write cheap. A Claude Code plugin that marries gstack's process with pony 20 Codex, OpenCode 1 325 tok
barseghyanartur/fake.py pypi.org Minimalistic, standalone alternative fake data generator with no dependencies 20 Claude Code, Codex, OpenCode 2 3,382 tok
AndyUneducated/alchemy 20 Codex, OpenCode 1 138 tok
imqueue/cli imqueue.org CLI for @imqueue — scaffold Redis-RPC microservices, generate typed clients, and manage a 20 Codex, OpenCode 1 2,991 tok
UM-ARK/UM-All-Frontend umall.one An all-in-one campus information and tools app for everyone at the University of Macau—ARK 20 Codex, OpenCode 1 725 tok
phodal/harness-engineering Harness Engineering: Turning AI-generated code into verifiable, controllable, and producti 20 Codex, OpenCode 1 243 tok
OpenCompanyApp/kosmokrator AI coding agent for the terminal — PHP 8.4, Symfony TUI, mythology-themed 20 Claude Code, Codex, OpenCode 2 4,943 tok
mullionlabs/mullion-ts mullion-demo-helpdesk.vercel.app Type-safe LLM context management for TypeScript 20 Claude Code, Codex, OpenCode 2 4,227 tok
frostney/GocciaScript An ECMAScript engine for embedding, with sensible defaults that are easy to customize: hos 20 Claude Code, Codex, OpenCode 33 1,495 tok
B3Pay/ic-reactor b3pay.net TypeScript and React client for Internet Computer canisters: typed calls from a .did file, 20 Claude Code, Codex, OpenCode 2 4,858 tok
jianxcao/qbittorrent-web A modern, feature-rich web interface for qBittorrent client management 20 Claude Code, Codex, OpenCode 4 1,999 tok
nguyenvanduocit/research-kit 💫 Toolkit to help you get started with Spec-Driven Research 20 Claude Code, Codex, OpenCode 2 6,040 tok
shuxueshuxue/ccm-orchestra Manage interactive Claude Code agents in tmux and coordinate visible collaboration and han 20 Codex, OpenCode 1 1,331 tok
StudioVibi/VibiNet 20 Codex, OpenCode 1 2,250 tok
jumppad-labs/spektacular spektacular.dev Spec-driven development for AI coding agents. Spektacular helps you to generate specificat 20 Claude Code, Codex, OpenCode 4 4,884 tok
xTeardx/diaphora-mcp MCP server for automated binary diffing. 20 Claude Code, Codex, OpenCode 2 1,278 tok
phenomenoner/neoapi-skill Fubon Neo Python skill package: trading and market data workflows, test environment integr 20 Claude Code, Codex, Gemini CLI, OpenCode 3 2,425 tok
Teycir/Assumptions A SKILL that turns a code diff into an evidence-backed ledger of hidden assumptions, failu 20 Claude Code, Codex, OpenCode 2 273 tok
IronSecCo/ironclaw ironsecco.github.io Security-first, self-hosted AI agents - isolation you can prove, not just promise. 20 Claude Code, Codex, OpenCode 2 315 tok
yultyyev/better-auth-firebase-auth npmjs.com Use Firebase Authentication (Phone SMS OTP, Google, Email) with Better Auth sessions, orga 20 Claude Code, Codex, OpenCode 2 2,443 tok
realnaka/alphaloop A human-agent investment research loop: you set the direction, AI helps verify information 20 Codex, OpenCode 1 980 tok
buildinternet/uploads uploads.sh Lightweight file host and upload tools for coding agents to add artifacts to pull requests 20 Claude Code, Codex, OpenCode 2 5,047 tok
Knuckles-Team/servicenow-api ServiceNow MCP Server and API Wrapper 20 Claude Code, Codex, OpenCode 2 4,722 tok
asimons81/nexusos Files you own. Memory your agents can trust. Also: your AI won't gaslight you about what's 20 Codex, OpenCode 1 1,779 tok
Signal-Loop/UnityCodeMCPServer Unity Code MCP Server is a powerful tool for the Unity Editor that gives AI Agents ability 20 Claude Code, Codex, OpenCode 4 729 tok
Bugb-Technologies/guardlink guardlink.bugb.io AI-maintained security annotations for code. Continuous threat modeling, enforced in CI. 20 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 4,173 tok
aws-samples/sample-multi-tenant-saas-mcp-server Multi-Tenant remote MCP server with Amazon Cognito and remote client with Amazon Bedrock h 20 Codex, OpenCode 1 1,043 tok
thixpin/pitway pitway.thixpin.me The pit crew for agentic coding. 20 Claude Code, Codex, OpenCode 2 2,002 tok
ng-galien/maket ng-galien.github.io Visual design workspace for AI assistants: create posters, flyers, labels and social posts 20 Claude Code, Codex, OpenCode 2 4,344 tok
deltawi/deltallm deltallm.io Self-hosted LLM gateway with SSO, audit logs, client access controls, routing, and usage t 20 Codex, OpenCode 1 282 tok
itsmostafa/hivemind 20 Claude Code, Codex, OpenCode 2 1,053 tok
MoonshotAI/kimi-help-center kimi.com Kimi Help Center is an intelligent Q&A routing system that directs user questions to the r 20 Codex, OpenCode 1 2,415 tok
fiveonecode/agent-skills Curated list of skills our agents use 20 Codex, OpenCode 1 236 tok
linshidream/skill-hub A general-purpose Skill Hub for multi-Agent systems, enterprise self-hosted Agents, and se 20 Claude Code, Codex, OpenCode 2 1,505 tok
crypto-com/crypto-agent-trading Agent skill for trading crypto via the Crypto.com API. Buy, sell, swap, and query balances 20 Codex, OpenCode 1 310 tok