How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK 6 Claude Code, Codex, OpenCode 12 2,543 tok
bobberrisford/affiliatemcp affiliate network MCPs and skills 6 Claude Code, Codex, OpenCode 11 6,026 tok
austin-starks/nexustrade-ts nexustrade.io Typed TypeScript SDK for NexusTrade portfolio authoring, backtesting, and optimization 6 Claude Code, Codex, OpenCode 2 4,004 tok
Zarl-prog/Smart-git-commit Stop writing "fix stuff". AI agent skill for gold-standard git commits across Claude Code, 6 Codex, OpenCode 1 527 tok
dbhq-uk/vela-skill dbhq.uk Claude Code and Codex skill for compiler-exact .NET code search - references, callers and 6 Codex, OpenCode 1 1,318 tok
zzhang82/Agent-Memory-Bridge glama.ai Persistent engineering memory for coding agents over MCP. 6 Codex, OpenCode 1 1,089 tok
richfrem/agent-plugins-skills Agentic OS Control Plane: governed, continuously improving execution for AI coding agents— 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 79,994 tok
CodesWhat/portkey-admin-mcp npmjs.com Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance 6 Codex, OpenCode 1 71 tok
jojoprison/mnemo Persistent memory layer for Claude Code and Codex — your Obsidian vault on autopilot. Seve 6 Claude Code, Codex, OpenCode 2 1,018 tok
bkataru/powerglide bkataru.github.io the CLI coding agent that slides: Zig-powered multi-agent harness for extreme coding workf 6 Claude Code, Codex, OpenCode 2 2,750 tok
trevhud/rote roteskills.com Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM 6 Claude Code, Codex, OpenCode 2 22,337 tok
smicolon/ai-kit smicolon.com Convention packs for any AI coding tool - agents, skills, commands, and rules for 15 tools 6 Claude Code, Codex, OpenCode 2 6,135 tok
Nolpak14/getregdata apify.com Official business-registry data for AI agents - KYC/AML, beneficial owners (UBO), insolven 6 Codex, OpenCode 1 1,030 tok
yinjialu/ai-frontier-daily yinjialu.github.io Daily AI industry leader updates card: fetches official updates from Anthropic and others 6 Claude Code, Codex, OpenCode 2 4,545 tok
WesleySmits/agent-skills 43 production-ready skills for AI coding agents. Works with Claude, GitHub Copilot, Cursor 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,432 tok
figitaki/reviews reviews.figitaki.dev Code review tool for arbitrary diffs (Phoenix + Rust CLI) 6 Claude Code, Codex, OpenCode 2 7,049 tok
sergeionlyart/minius_codex_lab Open-source Codex workspace, skills and verifiable-document tooling for evidence-grounded 6 Codex, OpenCode 1 742 tok
tiankonglan/TomeWiki Game wiki template: clone it, name the game, deploy. Unofficial fan sites you own — not Fa 6 Claude Code, Codex, OpenCode 2 1,065 tok
PBNZ/newton-skill newton.mystuffonline.org A Claude skill that turns Claude into a rigorous reasoning and sparring partner — honest e 6 Codex, OpenCode 1 184 tok
MantaDigital/stingray-agent-skills stingray.fi Build and test trading strategies with Stingray from any SKILL.md-compatible agent, includ 6 Codex, OpenCode 1 82 tok
ramboz/jig A Claude Code and Codex plugin that scaffolds AI-native development practices into new pro 6 Claude Code, Codex, OpenCode 8 6,703 tok
amergrgic/kodama getkodama.dev Multi-agent pack for the Kiro CLI — one orchestrator, eight specialists, zero lock-in 6 Codex, OpenCode 1 536 tok
netresearch/cli-tools-skill Agent Skill for automatic CLI tool management - installs missing tools, audits environment 6 Codex, OpenCode 1 591 tok
will-17173/telegram-cli will-17173.github.io Multi-account Telegram CLI for syncing chats, searching messages locally, listening in rea 6 Codex, OpenCode 3 907 tok
handsomeng/Hskill-chatcut Reusable Agent Skills for ChatCut talking-head editing and AI-driven publishing to Xiaohon 6 Codex, OpenCode 1 32 tok
darecstowell/scratchboard darecstowell.github.io A kanban board for the markdown tickets already in your repo. One npx command, nothing ins 6 Claude Code, Codex, OpenCode 2 2,284 tok
sayeed1999/agent-skills Reusable agent skills for battle-tested engineering judgment. Works with Claude Code, Curs 6 Claude Code, Codex, OpenCode 2 2,289 tok
MangouArt/mangou mangou.art Bring AI Comic Director to your OpenClaw 6 Codex, OpenCode 1 1,885 tok
AlessandroFare/fable-frame Universal AI agent skill: Fable Brain behavior + Karpathy agent-orchestration workflow + 5 6 Codex, OpenCode 1 1,338 tok
Avyayalaya/pm-skills-arsenal avyayalaya.github.io 12 codex-grade PM skills (1,000–1,300 lines each) for senior PMs, founders, and AI agents. 6 Codex, OpenCode 1 1,579 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok
debugbundle/debugbundle debugbundle.com DebugBundle product source and runtime code. 6 Claude Code, Codex, OpenCode 7 2,890 tok
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 6 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
Haaaiawd/Sequential-thinking-skills Sequential thinking for AI agents: a reusable skill and CLI runtime for stepwise reasoning 6 Codex, OpenCode 1 1,736 tok
vibeknow/cli vibeknow.ai Official VibeKnow CLI — turn documents and URLs into professional videos in one command. B 6 Codex, OpenCode 1 5,873 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
mohamedzhioua/agent-done-or-not npmjs.com Catch your AI agent lying about "done" A one-file proof-gate for Claude Code, Cursor & Cod 6 Claude Code, Codex, Cursor, OpenCode 3 807 tok
idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive 6 Claude Code, Codex, OpenCode 2 1,311 tok
northseadl/norix-skills skills.norix-dev.com Plug-and-play AI Agent skill collection — Feishu integration · Mermaid diagrams · Codex or 6 Codex, OpenCode 1 338 tok
samzong/agent-brains Personal agent brain catalog for coding agents: AGENTS.md, SOUL.md, MEMORY.md, skills, wor 6 Codex, OpenCode 1 547 tok
anh-chu/llm-wiki-pm PM knowledge base skill for Claude Code. Karpathy's LLM Wiki pattern with supersession, pr 6 Claude Code, Codex, OpenCode 1 1,202 tok
koshkinvv/ios-agent-skills 9 expert-level iOS development skills for Claude Code, Codex, and AI coding agents. SwiftU 6 Codex, OpenCode 1 831 tok
onimusya/media-gen A production-ready CLI for multi-provider media generation. Generate images, videos, voice 6 Codex, OpenCode 1 1,505 tok
stewie-sh/agent-crystallize Local-first checkpoints and crystals for long-running AI coding agent sessions. 6 Claude Code, Codex, OpenCode 2 467 tok
matematicsolutions/awesome-matematic-skills-pl matematicsolutions.com Polish hub of legal-AI skills - 41 skills in 8 Claude Code / Cowork bundles (LLM output ve 6 Claude Code, Codex, OpenCode 2 2,031 tok
feO2x/guided-coding Contains Guided-Coding related AI Skills for different Coding Agents. 6 Codex, OpenCode 1 387 tok
lucaperret/agent-skills Agent Skills that give AI coding agents superpowers beyond code — macOS native apps, MCP s 6 Claude Code, Codex, OpenCode 2 727 tok
carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,685 tok
ucsahinn/codex-chef A cross-platform Codex setup kit with specialist agents, curated skills, safe MCP defaults 6 Codex, OpenCode 1 352 tok
valkryhx/google_adk_agent a startup but not simple agent demo using google adk. 6 Claude Code, Codex, OpenCode 2 3,204 tok