How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
aiappsgbb/awesome-gbb Curated collection of agentic Skills by AI Global Black Belts at Microsoft 5 Codex, OpenCode 1 40,615 tok
aklo360/thoth-cli thothcli.com 𓅝 Hermetic astrology from the command line. Swiss Ephemeris precision. 5 Claude Code 1
Bamose/everything-codex-cli A Codex‑first configuration repo that provides global rules via AGENTS.md and modular skil 5 Codex, OpenCode 1 393 tok
Dcwind/project-forge 5 Claude Code 3 439 tok
bdhrs/vicaya Pāḷi and Dhamma research tool 5 Codex, OpenCode 1 455 tok
wangjs-jacky/jacky-skills-learning AI programming assistant Skills tutorial — systematically learn and master how to create, 5 Claude Code 1 315 tok
JeongHeonK/c-sharp-custom-marketplace C# and WPF-related marketplace 5 Claude Code 1 1,549 tok
fadhlirahim/claude-starter-kit Claude Code configuration kit for building fullstack TypeScript apps with TanStack Start, 5 Claude Code 8 3,743 tok
johnreitano/spekka dead simple spec-driven development 5 Claude Code 21
dirtybits/agentvouch agentvouch.xyz Reputation system and trusted skills for AI agents. 5 Claude Code, Codex, OpenCode 2 9,346 tok
alexlautw9527/.ai 5 Codex, OpenCode 1 1,041 tok
dungnotnull/herbal-essential-oil-extraction-agent-skill 🌿 Multi-agent AI framework for aromatic plant processing & phytochemical extraction. Eval 5 Claude Code 1 1,538 tok
agentsphp/skills Load multiple (agent)skills from composer libraries. 5 Claude Code, Codex, OpenCode 2 336 tok
iampawan/Manifest An agentic plugin that takes a PRD ("contract") through the full lifecycle — author → veri 5 Codex, OpenCode 1 1,634 tok
Cumulocity-IoT/cumulocity-skills Agent skills as specified by https://agentskills.io/ 5 Codex, OpenCode 1 619 tok
newfront/pyspark-datagen Need data? Need data that feels real? What about fake real data? This is the project for y 5 Claude Code, Codex, OpenCode 2 2,829 tok
braunmar/worktree Multi-instance development environment manager with automatic port allocation and Git work 5 Claude Code, Codex, OpenCode 2 4,529 tok
Enzoding/skills-manager 5 Codex, OpenCode 1 1,709 tok
aeren23/image-processing-skills Decision-focused SKILL.md files for AI coding agents working on computer vision projects. 5 Codex, OpenCode 1 324 tok
fgrehm/lazychat File-based async discussion protocol for pair programming with AI agents. 5 GitHub Copilot 1 999 tok
kennyzheng-builds/agentslink Agent-link project 5 Claude Code 1 1,144 tok
kasperjunge/danish-building-years Et lokalt værktøj til at generere historiske kort over bygningers alder i danske byer. 5 Claude Code, Codex, OpenCode 3 3 tok
Nicotine00/Blinkoo-Vibe-Daily 5 Codex, OpenCode 1 1,828 tok
romiluz13/cc-teams 5 Claude Code 1 804 tok
sumo1/AI-GAME-COOL Parent-child plan: use natural language to call LLMs and generate playable educational gam 5 Claude Code, Codex, OpenCode 10 6,411 tok
allengaller/gutter-interview-skills allengaller.github.io Interview Helper for Coders. 码农面试神器. 5 Claude Code 1
s3644/academic-copilot-skills What it does — Research, Write, Review, Orchestrate Who it's for — Grad students, research 5 Claude Code, GitHub Copilot 6 269 tok
jackchuka/skillctx Portable config for agent skills — for Skill creators and users alike. 5 Claude Code 1 405 tok
Bl0omZ/claude-md A Claude Code skill for generating project-level and user-level `CLAUDE.md` files. Used to 5 Claude Code, Codex, OpenCode 2 965 tok
Claw-Play/ClawPlay ClawPlay lets AI Agents (via X Claw) generate images, analyze vision, and synthesize speec 5 Claude Code 1 820 tok
dungnotnull/racing-game-suspension-setup-agent-skill 🏎️🔧 Sim-Racing Vehicle Dynamics & Suspension Setup Engine | Production-grade Claude Code 5 Claude Code 1 1,731 tok
tatejennings/tstack Claude project starter skills 5 Claude Code 1 4,433 tok
tlangridge/agent-swarm A local system and UI for managing and orchestrating multiple AI agent CLIs 5 Claude Code 1 585 tok
victor-aguilars/promptocop npmjs.com Promptocop is a prompt linter for your AI models 5 Claude Code 1 3,872 tok
btfranklin/skills Reusable AI agent skills for Django, OpenAI, web UI, Python packaging, and structured LLM 5 Codex, OpenCode 1 241 tok
yusufcakmak/claude-reddit-growth Grow your product on Reddit the right way. AI-powered subreddit finder, karma roadmap, and 5 Claude Code 5 188 tok
10x-Anit/10x-n8n-skill 10x.in n8n Skill — AI skill plugin for creating, managing, and deploying n8n workflows. De 5 Claude Code 1
zayeagle/omnidev-kit OmniDev Kit is an advanced AI coding assistant enhancement toolkit that integrates the cor 5 Codex, OpenCode 1 459 tok
Hugin-Z/tender-writer-v3 Tender document preparation toolchain v3.0.0 — Engineering-grade Claude Skill for Chinese 5 Claude Code 1 2,175 tok
databricks-solutions/partner-ai-dev-kit AI coding assistant skills for generating PWAF-compliant Databricks connectors. Supports C 5 Claude Code 1 1,025 tok
Shellishack/3d-web-game-dev-skills Codex skills for 3D web game prototypes and procedural low-poly Three.js assets 5 Codex, OpenCode 1 528 tok
wghust/stark-skills A skill that enhances OpenSpec's ability to design solutions for UI design drafts such as 5 Claude Code, Codex, OpenCode 2 1,498 tok
ensayiti/The-Morphism the-morphism.vercel.app A design skill for AI coding agents that refuses to look AI-generated 5 Claude Code 1 222 tok
trotsky1997/citeclaw Bun-migrated fork of Citoid with CLI and pipeline updates 5 Claude Code, Codex, OpenCode 2 632 tok
robertZaufall/mindm-skill 5 Codex, OpenCode 1 386 tok
kings0527/web-reverse-engineering-skill AI-driven Web Reverse Engineering Skill for Codex/Qoder/Claude Code/Cursor 5 Cursor 1 1,931 tok
sapiencexyz/openclaw-sapience 5 Claude Code 1 129 tok
steven-jzt/MCM-AI-Assistant An AI assistant system for mathematical modeling competitions based on Claude Code + DeepS 5 Claude Code 6 381 tok
Zeusxzx/autonomous-ai-clipping-agent AI agent that autonomously finds, edits, captions, and schedules clips from Twitch streame 5 Codex, OpenCode 1 1,838 tok
x51xxx/copilot-mcp-server MCP server for GitHub Copilot CLI integration 5 Codex, OpenCode 1 576 tok