How real projects configure their agents

43,713 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 review2,743Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,312Research2,290Frontend2,262Security2,025Productivity1,719

All Claude Code31,997 Codex23,311 OpenCode22,257 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
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
gqy20/crawl-mcp pypi.org An MCP server based on crawl4ai and FastMCP, providing web crawling and AI analysis. 2 Claude Code 1 2,206 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
robin-liquidium/agent-skills useful ai agent skills 2 Codex, OpenCode 1 280 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
szkocot/andrej-karpathy-skills 2 Claude Code 1 522 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
nathan-gage/python-skills Agent skills for Python 2 Claude Code, Codex, OpenCode 2 1,411 tok
montagao/skills my .skills folder 2 Codex, OpenCode 1 807 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
shennawardana23/skillme :page_facing_up: Skillme — Agent Skills Production-grade engineering skills for AI coding 2 Claude Code 1 45 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 TypeScript CLI and Preact render kit for turning agent plans and review gates into local H 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,308 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 3,966 tok
Sliky1/lagrangian-skills Agent Skill for constrained optimization via ALM/ADMM/KKT — with adversarial guards, COOP 2 Claude Code 1 236 tok
shihyuho/pangu.skill shihyuho.github.io An agent skill that brings paranoid text spacing (盤古之白) for AI coding agents. 2 Claude Code, Codex, OpenCode 2 742 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
lroolle/ihme-cli lroolle.github.io Manage iCloud Hide My Email from your terminal. Create, search, and export aliases with co 2 Claude Code, Codex, OpenCode 2 3,796 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
Linearl/reasonix_skill_repo Practical agent skills for Reasonix & Claude Code: patent search, document-to-skill, web s 2 Codex, OpenCode 1 1,309 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 2,505 tok
download4you/n2-fieldops Dual-runtime Agent Skills for Claude Code, Codex GPT, CC Switch, and authorized CTF workfl 2 Claude Code, Codex, OpenCode 2 5,152 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
tom-barkan/ux-advisor-plugin UX Advisor is an open-source Claude Code plugin that turns Claude into a UX research assis 2 Claude Code 1
dzivkovi/agentic-marketing Open-source framework for marketing AI architecture: 8 operating verbs, scored inventory o 2 Claude Code 2 1,365 tok
Ghosteken/agent-harness Production-grade engineering skills and specialist agent personas for AI coding assistants 2 Claude Code, Codex, Gemini CLI, OpenCode 3 4,266 tok
harmonicabot/harmonica-chat harmonica.chat CLI command for designing, creating, and managing Harmonica sessions 2 Claude Code 1 1,443 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
vinayaklatthe/microsoft-security-agent-toolkit Action layer for Microsoft Security AI agents - MCP servers, KQL snippets, Logic Apps temp 2 Claude Code, GitHub Copilot, Cursor 3 1,694 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