How real projects configure their agents

45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
Claritune/mutantx AI powered mutation testing skill. Language and harness agnostic. 2 Claude Code 1 628 tok
storious/agent-playbook Optional package and lifecycle manager for Agul runtimes, Skills, Plugins, and .agents pac 2 Codex, OpenCode 1 372 tok
Tradebaas/Groundwork tradebaas.github.io The operating system for AI-built software: one rulebook, a skill library, project memory 2 Claude Code, Codex, OpenCode 5 856 tok
arslanr-com/amcli amcli.arslanr.com A CLI over ArchiMate models — search, traverse, edit, validate and draw .archimate files. 2 Claude Code, Codex, OpenCode 2 5,868 tok
edloidas/skills Agent skills for planning, building, reviewing, auditing, maintaining, and shipping softwa 2 Codex, OpenCode 1 1,708 tok
dzhokhov/markdown-agent-vault-ru Open-source starter kit for an agent-ready Markdown vault with AGENTS.md, templates, skill 2 Codex, OpenCode 1 2,342 tok
ConmuYan/my-academic-skills Personal academic agent skills: closed-loop abstracts and paper prototype code. Install on 2 Codex, OpenCode 1 533 tok
bogdanbaciu21/skills bogdanbaciu.com Useful Skills from Bogdan Baciu 2 Codex, OpenCode 1 77 tok
zmij/agent-kb Drop-in Qdrant-backed knowledge base for LLM coding agents, exposed over MCP 2 Claude Code, Codex, OpenCode 2 1,260 tok
jorgealves/agent_skills My Agent Skills Configurations 2 Codex, OpenCode 1 2,009 tok
sven1103-agent/sklint A small Go CLI to validate agent skills against agentskills.io specification 2 Codex, OpenCode 1 3,460 tok
sonofmagic/skills icebreaker's skills 2 Claude Code, Codex, OpenCode 2 2,221 tok
unshDee/proofrag pypi.org Point your agent at your docs and your RAG app; get a golden test set + an LLM-as-judge & 2 Claude Code, Codex, OpenCode 1 348 tok
devjourney/music-assistant-mcp A Model Context Protocol (MCP) server for Home Assistant's Music Assistant service. 2 Claude Code 1 242 tok
BenedictKing/tavily-web Powerful web search, extraction, crawling, and research capabilities for Claude Code using 2 Claude Code 1 —
dawiddutoit/custom-claude Collection of Claude Code skills, agents, and plugins 2 Claude Code 1 3,900 tok
byheaven/byheaven-skills A collection of agent skills for code and productive work. 2 Claude Code, Codex, OpenCode 3 1,858 tok
dnvriend/pdf-to-pptx-tool Professional CLI tool that converts PDF documents into PowerPoint presentations 2 Claude Code 1 2,302 tok
Lutra-Fs/sift An MCP and skills manager that reduces cognitive load across multiple AI agents. 2 Claude Code, Codex, OpenCode 2 1,131 tok
speech115/notes-skill Local-first /notes skill for agent-made study notes from YouTube, transcripts, audio, and 2 Codex, OpenCode 1 681 tok
wokaka209/markdown_everything AI agent skill 2 Claude Code 1 943 tok
SmallNoc/noc-living-docs Living docs protocol and Codex skill for keeping AI-assisted code changes, requirements, s 2 Codex, OpenCode 1 367 tok
matracey/daisyui-mcp-server MCP server for daisyUI React components — search docs, props, and code examples from any A 2 Codex, GitHub Copilot, OpenCode 2 1,577 tok
Ryan1857/openclaw-deploy-ninja Provide a secure, guided one-click installer for OpenClaw with automated dependency setup 2 Claude Code 1 949 tok
Jared13PG/ai-engineering-workflow Description: A structured engineering workflow skill for complex AI-assisted coding, cours 2 Codex, OpenCode 1 1,404 tok
SadmanYasar/arch-review-agent An ADK 2.0 multi-agent guardrail that screens pull requests for security flaws and AST vio 2 Gemini CLI 1 748 tok
srinitude/skills skills.sh All of my portable Agent Skills with local validation and MCP access 2 Codex, OpenCode 1 1,510 tok
williamjxj/friendshipdaycare friendshipdaycare.com A stunning, well-design UI, multi-themes, multi-languages supports product using nextjs, t 2 Codex, GitHub Copilot, OpenCode 2 1,341 tok
mhagrelius/dotfiles Personal configuration files 2 Claude Code 19 —
armatrix/twitter-mcp Lightweight Twitter MCP server for Claude Code. Read via twitterapi.io, write via Official 2 Claude Code 1 770 tok
MajesteitBart/TalentMatcher bartvandermeeren.nl AI-powered system for automatically matching rejected candidates to alternative open posit 2 Claude Code, Codex, OpenCode 61 4,942 tok
reachjalil/skills-kit Repo-local skill switchboard for agent skill libraries 2 Codex, OpenCode 1 171 tok
bonnguyenitc/specship A staged spec → plan → coding → review workflow for shipping AI-assisted code. Works with 2 Claude Code, GitHub Copilot 3 1,036 tok
is-bo/fullstack-forge-skill A production full-stack engineering skill suite for AI coding agents—covering UI, UX, secu 2 Claude Code, Codex, Gemini CLI, OpenCode 3 446 tok
scalekit-inc/skills Skills that teach AI coding agents to integrate Scalekit auth — agent auth, full-stack log 2 Codex, OpenCode 1 584 tok
YosefHayim/planpage npmjs.com CLI and Preact kit that renders AI agent plans and reports as local HTML, with in-browser 2 Codex, OpenCode 1 2,534 tok
AllanWessels/Bratan Bratan is a self-improving Retrieval-Augmented Generation framework built on an adversaria 2 Claude Code 1 3,230 tok
Zhangs-11/zs-skills Kakarot's Chinese Agent Skills collection: automated three-pass steelman analysis for impo 2 Claude Code, Codex, OpenCode 2 4,125 tok
Sliky1/lagrangian-skills Agent Skill for constrained optimization via ALM/ADMM/KKT — with adversarial guards, COOP 2 Claude Code 1 236 tok
Hubujiu/practical-coding A lean, event-driven coding skill for AI agents. Less over-engineering, zero ceremony, sur 2 Codex, OpenCode 1 701 tok
seatlayer/seatlayer-ai-toolkit docs.seatlayer.io SeatLayer's AI toolkit for coding agents: portable agent skills, deterministic integration 2 Codex, OpenCode 1 142 tok
swaaap-nil/system-design-skill Turn any codebase into a Staff-level system design interview problem. One command, works i 2 Codex, OpenCode 1 380 tok
2612evgenii-hue/business-idea-evaluator Objective evaluation of business ideas through 18 subagents and a Business Reality Score. 2 Codex, OpenCode 1 938 tok
ai-creed/ai-shakespii npmjs.com Workbench for Agent Skills — lint, test, benchmark, and gate-install SKILL.md skills for C 2 Codex, OpenCode 1 2,002 tok
xirothedev/skills NestJS API best-practice skill and adapter pack for coding agents. 2 Claude Code, Codex, OpenCode 2 5,701 tok
2018wzh/windows-sandbox-computer-use Windows Sandbox-only visual control and scoped file sharing skill for Codex and npx skills 2 Codex, OpenCode 1 475 tok
BreetyGreen/Myco Myco — the mycelial layer for your AI agents. A macOS menu-bar app that shares one skill a 2 Codex, OpenCode 1 1,924 tok
ReyYang/SkillYard A local-first macOS app for organizing, installing, taking over, mounting, and updating AI 2 Codex, OpenCode 1 925 tok
xFurti/leogriel xfurti.github.io Weave Agent Skills into every workflow — discover, lock, sync, audit, and test across codi 2 Codex, OpenCode 1 607 tok
SeasonXue/avatar-forge-skill An Agent Skill for creating reusable, style-consistent human and character avatars 2 Codex, OpenCode 1 2,891 tok