How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
dohyun-j-holiday/research_assistant_template 2 Codex, OpenCode 1 937 tok
RetroLancers/ServiceStackAntiGravSkills 2 Claude Code, Codex 16
MSBart2/CopilotTraining repo for training labs/exercises/walk-throughs 2 Claude Code, Codex, GitHub Copilot, OpenCode 21 5,222 tok
CaseMark/casedotdev-starter-app 2 Codex, OpenCode 1 1,597 tok
haxudev/personal_kb Agent-first local file search knowledge base for Copilot CLI. Ingest files via markitdown, 2 Claude Code, GitHub Copilot 4 334 tok
Boxfusion/Boxfusion-plugins 2 Claude Code 2 711 tok
MatthewYe/autopilot-toolkit Autopilot workflow skills toolkit with upstream + autopilot skills deployed to ~/.agents/s 2 Codex, OpenCode 1 1,995 tok
oomol-lab/skills Official catalog of OOMOL app-skills: agent skills that let AI assistants operate third-pa 2 Codex, OpenCode 1 168 tok
lsantosweb/codex-agents-skills-kit Public starter kit for adapting specialist agents into **Codex-native skills** 2 Codex, OpenCode 1 1,010 tok
diggerhq/oc-flue-starter A Flue agent that deploys to OpenComputer as a durable session 2 Codex, OpenCode 1 280 tok
opentsc/omyaipc Use OpenCode to manage your AI PC: member directory, operations and maintenance Skills, re 2 Claude Code, Codex, OpenCode 3 4,822 tok
FilippoScaramuzza/agentic-reviewer An agentic framework for academic paper peer review — a team of AI agents explores a targe 2 Claude Code, Codex, Cursor, OpenCode 15 1,493 tok
mstr-sharma/strategy-automate 2 Claude Code, Codex, Gemini CLI, OpenCode 3 3,354 tok
zero565656/mini-openclaw 2 Claude Code 1 2,156 tok
tendlyeu/SafeClaw Security layer for OpenClaw 2 Claude Code 1 1,976 tok
tem11134v2-cmd/seo-pipeline-template SEO pipeline template for Claude Code: worktree-first multi-task architecture, JM-analysis 2 Claude Code 4
mctar/skill-check 2 Claude Code 1 881 tok
ansible-tmm/ansible-f1 ansible-tmm.github.io Built to Automate — a retro-arcade racing game built with Three.js, themed around Ansible 2 Cursor 5
HaoZhang615/ads-copilot Voice-enabled AI copilot for Architecture Design Sessions — pluggable domain skills, real- 2 Claude Code, Codex, OpenCode 5 1,615 tok
paritytech/polkadot-apps Reusable typescript components for rapidly developing applications within the Polkadot Eco 2 Claude Code 1 2,168 tok
baigeixia/AI-project-level-restriction-prompts--java AI project-level restriction warning words based on Alibaba Java Development Specification 2 Claude Code, Codex 6
ncalavera/llm-job-pipeline llm-job-pipeline-chi.vercel.app LLM-driven job search pipeline: fetch from ATS/boards, filter, score with Claude, triage i 2 Claude Code, Codex, OpenCode 12 2,450 tok
GeorgeDong32/pi-permission-modes 2 Claude Code, Codex, OpenCode 2 2,525 tok
lukaskellerstein/vex Visual editing in the browser. AI-powered code changes in your codebase. 2 Claude Code 16
joshp123/dev-browser-go Token-light browser automation via Playwright. CLI + MCP server. 2 Codex, OpenCode 1 301 tok
frontendmentorio/single-price-grid-component frontendmentor.io In this challenge, you will build out the pricing component to the designs provided. This 2 Claude Code, Codex, OpenCode 2 2,217 tok
antonarhipov/sdd-workshop A demo project for SDD workshop 2 Claude Code 6
zanetworker/autoimprove zanetworker.github.io Autonomous optimization loop for AI agents. Describe what to improve, how to measure it, a 2 Claude Code 1 629 tok
vraj00222/Claudware Claude for hardware 2 Claude Code, Codex, OpenCode 3 1,662 tok
pingcap-inc/website-launchpad website-launchpad-seven.vercel.app AI-assisted marketing pages. A Next.js + Tailwind design system for non-technical teams to 2 Claude Code, Codex 11 3,856 tok
sileo-oss/agentflow-community Community collections for AgentFlow - AI prompts and workflows 2 Codex, OpenCode 1 408 tok
hlmr-travel/mira-learn-hackathon Hackathon Mira Learn (3 jours, 22 étudiants) — plateforme edtech pour digital nomads. 4 gr 2 Claude Code 1 1,389 tok
mozinator/code-agents-for-shadcn Useful ShadCN agents to use with Claude Code 2 Claude Code, Codex, OpenCode 2 591 tok
clawmapper/clawmapper An AI-agent-managed product roadmap system. No app, no database — just markdown files, git 2 Claude Code 1 3,165 tok
iomgaa-ycz/Scrivai 2 Claude Code 3 2,530 tok
yoreai/relay relayagent.dev Interface-independent task router for AI agents — directive-driven model routing with MCP 2 Codex, OpenCode 1 3,182 tok
doin-jack/youtube_auto 2 Claude Code 6 786 tok
Bruce1986/vibe-to-prod-lab Teaching materials for the afternoon session of the NTU course “From Vibe Coding to Produc 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,163 tok
pengbin2015/nus-iss-taskboard-day2 demo how to use afk agents 2 Claude Code, Codex, GitHub Copilot, OpenCode 24 764 tok
andrewhowdencom/.agents Opinions for the machines for software development. 2 Gemini CLI 1 70 tok
inematds/timesmkt2 ITAGMKT — pipeline de agentes de IA para marketing digital (pesquisa, criação, vídeo, publ 2 Claude Code, Codex 2 3,723 tok
Raul-Marin/Figma-Color-Extractor 2 Codex, Cursor, OpenCode 2 722 tok
lfsgkim-droid/manual-harness 2 Claude Code 6
Catmint103/xilehui-brand-agent catmint103.github.io Codex agent and reusable brand skill for Xilehui visual production 2 Codex, OpenCode 1 1,893 tok
BobXu2358/social-creator-collector Read-only Bilibili & Douyin creator-center data toolkit for AI agents 2 Codex, OpenCode 1 4,384 tok
BetterDevClub/warsztat-copilot-06052026 BookSlot — .NET 10 VSA SaaS + 5-agent agentic workflow pipeline 2 Claude Code, Codex, GitHub Copilot 10 2,086 tok
jfilcik/CU-Tools Tools for working with Azure Content Understanding 2 Claude Code, Codex, GitHub Copilot 13 441 tok
markharrison/IAG-CustomAgent-Labs-OLD 2 GitHub Copilot 1 13,647 tok
tbshiki/260704kansaiwordpressmeetup 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,535 tok
Azure-Samples/azure-openai-to-responses-csharp Migrate apps using Azure OpenAI SDK for .NET using Chat Completions to OpenAI SDK for .NET 2 Claude Code, Codex 2