How real projects configure their agents

3,700 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
Kinolian1107/autohackmd Cross-platform AI Skill: auto-save and upload markdown notes to HackMD. Supports Cursor, O 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,458 tok
JECT-Study/Zimdugo-4th-Client JECT Team 1, Cohort 4 FE 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,916 tok
mw10013/cloudflare-effect-react-router-saas 2 Codex, GitHub Copilot, OpenCode 6 2,701 tok
Nemex81/solitario-classico-accessibile gioco di carte solitario classico in versione accessibile ai non vedenti 2 Claude Code, GitHub Copilot 26 6,312 tok
Elvis-WDev/ExpressJS-agent-context 2 Claude Code, Codex, GitHub Copilot, OpenCode 14 1,454 tok
dwgx/debugger-workstation Portable reverse-engineering / security-analysis / debugging / MCP-automation workstation 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,022 tok
suanmiaoer66/replica-website Website recreation 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 2,437 tok
devlinduldulao/github-copilot-demo 2 Claude Code, GitHub Copilot 4 2,356 tok
MidnightMarathon/securetools securegenerators.com A collection of free tools for public use 2 Codex, GitHub Copilot, Cursor, OpenCode 3 3,225 tok
hannsxpeter/authenticity-check Pure-prompt skill that scores how authentically text reads as a real human author's work a 2 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 4 2,789 tok
LukasZhao/memory-inheritance Generate persistent project memory files for AI coding agents like Codex, Claude Code, Cur 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 804 tok
Smithaker10/webdev101 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 2,437 tok
musbabaff/retell-clone-ref 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,437 tok
flomeile/leo-starter Starter Pack for Leo Second Brain Repo 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 16,103 tok
machbuilds/atom Atom is the seed. Every project you ship begins here — with cross-project memory, opiniona 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,645 tok
dralgorhythm/copilot-personas A collection of meaningful Personified prompts for Agentic Copilot partnership. 2 Codex, GitHub Copilot, OpenCode 38 21,382 tok
WojcikMM/spec-development-protocol An AI-Agentic Framework for Spec-Driven Engineering 2 Claude Code, Codex, GitHub Copilot, OpenCode 18 4,285 tok
bobbylough/ai-pit-crew 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 2,467 tok
ogu83/production-claude-code Claude Code in Production — CLAUDE.md templates, hooks, MCP server code, and context manag 2 GitHub Copilot 1 1,137 tok
onurcelep/ai-factory 2 Claude Code, GitHub Copilot 2 426 tok
Appsilon/rhino-llm-rules 2 GitHub Copilot 1 1,117 tok
Amartuvshins0404/clean-code-skills Language-agnostic clean-code skill package for AI coding agents (Claude Code, Codex, Curso 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,135 tok
pomagrenate/ice_age ⚡ Universal IDE plugin & proxy that cuts LLM token consumption by up to 70% using determin 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,395 tok
wtalaat78/Blue-Team-Skills 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 5,139 tok
SundaraSwani/memory-graph Reusable Agentic Workflow for persistent memory for Cursor and Graphify for connected node 2 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,118 tok
krgoodnews/PEDAL pedal.yunsu.dev PEDAL is a AI workflow modeled after the traditional PDCA workflow. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,932 tok
lewiesnyder/RulePort This repo has been archived and moved to https://github.com/ruleport/RulePort 2 GitHub Copilot 6 2,079 tok
siddhamapple/needless 2 Codex, GitHub Copilot, OpenCode 2 758 tok
MeenakshiSundaram-MS/prove-it 2 Claude Code, Codex, GitHub Copilot, OpenCode 2 4,075 tok
justinz12xd/HACKATON-TAWS dashboard-nu-vert-64.vercel.app Yapa 💰 Agente financiero multi-agente por WhatsApp: registra gastos en lenguaje natural, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,982 tok
Pukakiii/Job-Agent AI-first job search platform with semantic CV matching, AI-powered application generation, 2 GitHub Copilot 7 2,508 tok
micahcourey/mnemix-context A config-driven, multi-platform toolkit for generating AI coding resources 2 GitHub Copilot 1 3,717 tok
Omed0/convex-selfhost-starterkit make starter convex-selfhost 2 Claude Code, GitHub Copilot 4 468 tok
HuzaifaBinShahid/Repo-cards npmjs.com Markdown-first codebase context for AI coding assistants. One command, works in Claude Cod 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 480 tok
geekdreamzz/ari-dai-skills 2 Claude Code, GitHub Copilot, Cursor 3 3,500 tok
oleg-koval/mergechain mergechain.dev Chrome extension that adds merge dependencies to GitHub pull requests: a PR's merge stays 2 Claude Code, GitHub Copilot 2 1,239 tok
vaquarkhan/platform-engineering-agent-skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 9 913 tok
emporix/md-module-template 2 Claude Code, GitHub Copilot, Cursor 18 11,902 tok
nitdraig/lexis-two lexis-two.excelso.xyz 2 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 19 3,860 tok
gustavobarbosab/sage SAGE — spec-first, AI-assisted development workflow using SDD, BDD, and Harness Engineerin 2 GitHub Copilot 1 830 tok
der-bew/project-chimera Project Chimera: The Factory building Autonomous Influencers. A spec-driven, MCP-native ar 2 GitHub Copilot 1 319 tok
meta-quest/horizon-platform-sdk-samples Sample Android applications demonstrating how to integrate the Meta Horizon Platform SDK f 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,043 tok
kk5190/viberepo npmjs.com VibeRepo is the Agent Context Protocol for any codebase. It detects your stack and generat 2 Claude Code, GitHub Copilot, Cursor 3 753 tok
ggarciasoft/agentic-release-governance-platform 2 Claude Code, GitHub Copilot 11 1,438 tok
Atabold/AI-Agent-System I used to start projects with a vague idea, the AI would fill in the gaps itself, and I'd 2 Claude Code, GitHub Copilot 2 606 tok
sdcorejs/sdcorejs-agent Portable SDLC skill pack for AI coding agents, with generated mirrors for Claude Code, Cod 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,926 tok
NeelPrime/arbiterx neelprime.github.io Your AI writes code. ArbiterX decides if it's good enough. Intelligent middleware for AI c 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 773 tok
ddggkkcc/industry-intelligence-researcher 🌏 Evidence-led, sector-agnostic industry research methodology for AI coding agents (Codex 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,988 tok
emb715/neurodiveragents emb715.github.io A fleet of specialized AI agents — each one a neurotype, each one a specialist. Installs i 2 Claude Code, GitHub Copilot 3 5,330 tok
taotao135791-bit/gsap-transform 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 6,795 tok