How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
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
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 3,881 tok
romiluz13/cc-teams 5 Claude Code 1 804 tok
allengaller/gutter-interview-skills allengaller.github.io Interview Helper for Coders. 码农面试神器. 5 Claude Code 1 —
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
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 —
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
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
sapiencexyz/openclaw-sapience 5 Claude Code 1 129 tok
x51xxx/copilot-mcp-server MCP server for GitHub Copilot CLI integration 5 Codex, OpenCode 1 576 tok
naorpeled/awesome-oss-skills A repo with skills that help maintain/contribute to OSS projects 5 Claude Code, Codex, OpenCode 2 618 tok
TashanGKD/Tashan-TopicLab world.tashan.chat Multi-expert roundtable discussion powered by Resonnet. 5 Claude Code, Codex, Cursor, OpenCode 7 340 tok
corpora-inc/encorpora Corpora for k-12 and beyond 5 Claude Code, Codex, OpenCode 12 3,353 tok
onbloc/gno-ibc Gno.land IBC for EVM based chains via Union protocol. 5 Claude Code, Codex, OpenCode 2 6,540 tok
NEARBuilders/everything-dev everything.dev A common, upgradeable runtime 5 Claude Code, Codex, OpenCode 54 22,175 tok
AndreLYL/memkin Local-first personal memory extraction and storage. A local-first memory system for person 5 Claude Code 1 394 tok
pshickeydev/coffee-is-for-closers Anti-agent spiraling skill based on the scene from Glengarry Glen Ross 5 Codex, OpenCode 1 502 tok
AllCytes/cc-fundamentals-05-skills 5 Claude Code 5 —
basher83/agent-auditor 5 Claude Code 21 917 tok
kkwjk2718/gshsapp gshs.app 5 Codex, GitHub Copilot, OpenCode 2 2,729 tok
neilobremski/gas Google Apps Script modules for AWS, etc. 5 Codex, OpenCode 1 2,315 tok
ahkedia/lyra-ai Personal AI chief of staff — 4-tier model routing, €18/mo, runs 24/7. Telegram interface · 5 Claude Code, Codex, OpenCode 2 2,529 tok
omgtwhub/payment-aio-skill 5 Codex, Gemini CLI, OpenCode 2 1,015 tok
tkhr-sait/penpot-selfhost-mcp penpot selfhosting & mcp 5 Claude Code 4 321 tok
microsoft/foundryiqexamplechi foundryiqexamplechi.vercel.app 5 Codex, OpenCode 1 7,271 tok
gortexhq/web Simple web version for the local server 5 Claude Code, Codex, OpenCode 2 943 tok
lvzhaobo/ira Investment Research Assistant 5 Codex, OpenCode 1 4,074 tok
UniprJRC/FSDA-bridge This repository provides bridges for calling FSDA routines from Python, R, and Julia. It c 5 Codex, OpenCode 1 508 tok
cellear/claude-fact-check-skill A comprehensive methodology for verifying claims in social media posts using Claude AI and 5 Codex, OpenCode 1 333 tok
ergodic-ai/supyagent Build supyagents with supypowers 5 Claude Code 1 725 tok
dasTholo/lean-md Macro/directive markdown renderer for lean-ctx context engineering. 5 Claude Code, Codex, OpenCode 2 2,645 tok
umidjon3455/clawhub_nina clawhub.ai Skill Directory for OpenClaw 5 Claude Code, Codex, OpenCode 2 1,782 tok