How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
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
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
Jared13PG/ai-engineering-workflow Description: A structured engineering workflow skill for complex AI-assisted coding, cours 2 Codex, OpenCode 1 1,404 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
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
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
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
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
rdlugs/roborak roborak.pages.dev AI code review from the terminal: local diffs, GitLab MRs, and GitHub PRs. Severity-graded 2 Claude Code, Codex, OpenCode 2 2,523 tok
SeasonXue/avatar-forge-skill An Agent Skill for creating reusable, style-consistent human and character avatars 2 Codex, OpenCode 1 2,891 tok
yasik/kmd Agentic knowledge base and wiki management that works with any agent harness 2 Claude Code, Codex, OpenCode 2 894 tok
keepYaoung/artifact-organizer Agent skill that turns semantic JSON into self-contained, themed HTML — then stacks your a 2 Codex, OpenCode 1 1,761 tok
eliranpv11/code-discipline-skills Production-grade coding methodology for AI coding agents, Claude Code, Cursor, Codex. Six 2 Claude Code, Codex, OpenCode 2 3,603 tok
yu-iskw/skill-inspector npmjs.com A sophisticated tool designed to bring quality and security to the world of AI Agent Skill 2 Claude Code, Codex, OpenCode 2 617 tok
wuhonglei/skills 2 Codex, OpenCode 1 618 tok
Rayan55050/progressive-agent Provide a customizable AI assistant on Telegram with multiple tools, skills, and monitors 2 Claude Code, Codex, OpenCode 2 1,573 tok
vima-tech/Innate Self-growing procedural knowledge layer for AI agents. Rust MCP server + CLI — recall rele 2 Claude Code, Codex, OpenCode 4 6,970 tok
LomoMao/delegate-to-deepseek-harness Codex Agent Skill: delegate bounded coding work to DeepSeek Harness, then independently re 2 Codex, OpenCode 1 144 tok
liusencomic-cyber/douyin-agent-kit Agent-agnostic Douyin content extraction & creator distillation skill kit — GPU transcript 2 Codex, GitHub Copilot, OpenCode 2 2,141 tok
Yesterday-AI/skills Yesterday's PUBLIC plugin catalog for Claude Code and Cursor 2 Codex, OpenCode 1 1,012 tok
theonlym7md/arabic-ai-skills skills.sh Arabic UX writing, RTL design, and product-localization skills for Codex, Claude Code, Cur 2 Codex, OpenCode 1 338 tok
kesaruhasun/awesome-antigravity-skills-mcp-guide Curated directory of Google Antigravity Agent Skills, Model Context Protocol (MCP) servers 2 Codex, OpenCode 1 465 tok
JoaoEquer/Oficina Regras, skills e comandos versionados para assistentes de código com IA (Claude Code, Gemi 2 Codex, OpenCode 1 1,142 tok
mtthsnc/tempest Tempest — a cross-harness software factory: opinionated build & QA workflows as portable A 2 Claude Code, Codex, OpenCode 2 1,012 tok
programmingWTF/repo-standardizer clawhub.ai Agent skill: polish any GitHub repo's surface — labels, issue forms, PR template, CI, bran 2 Claude Code, Codex, OpenCode 2 751 tok
mianbaofang/exam-revision-handbook mianbaofang.github.io Open-source AI Agent Skill for source-backed GCSE, IGCSE, A-Level and College Board AP rev 2 Codex, OpenCode 1 696 tok
phenomenoner/ai-agent-thinkroom An on-demand, local-first AI think tank that opens independent lines of inquiry, tests the 2 Codex, OpenCode 1 362 tok
thangnguyenworkspace/company-research-pipeline Repeatable company-research pipeline for Claude Code: seven cited, confidence-tagged dossi 2 Claude Code, Codex, OpenCode 2 1,082 tok
gunwoo55/adaptive-token-efficiency Lightweight fast-path instruction package for AI coding agents: reduces unnecessary contex 2 Codex, OpenCode 1 113 tok
hraness/direct Retired 2 Claude Code, Codex, OpenCode 13 3,862 tok
mertcanciy/news-reviewer Turn a news item into a research briefing instead of a summary: verified facts, historical 2 Codex, Gemini CLI, OpenCode 2 1,492 tok
arDaraz/playwright-my-chrome Agent Skill for controlling an already-running signed-in Chrome session with Playwright 2 Claude Code, Codex, OpenCode 2 1,832 tok
ashujha301/jobgru AI job search pipeline for Cursor, Claude & Codex - find jobs, track in Google Sheets, Lin 2 Codex, OpenCode 1 657 tok
adadiamonds/agent-tools adadiamonds.com Official Ada Diamonds agent tools: Agent Plugins manifest, skills for skills.sh, and MCP s 2 Codex, Cursor, OpenCode 2 1,472 tok
lancegui/causal-powers Economist's discipline for data analysis, causal inference, and econometrics — reduced-for 2 Codex, OpenCode 1 4 tok