How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
liyupi/github-claw ai.codefather.cn Build AI agents with GitHub: long-term memory + AI Agent skill packs (UI/UX, image generat 68 Codex, OpenCode 1 1,268 tok
pulumi/agent-skills Official Pulumi Agent Skills for writing, migrating, and operating infrastructure with AI 68 Claude Code, Codex, OpenCode 2 2,894 tok
contentful/skill-kit contentful.github.io TypeScript SDK for building agent skills as typed state machines — define steps, validate 68 Claude Code, Codex, OpenCode 5 2,833 tok
zelentsov-dev/asc-mcp MCP server for App Store Connect API - 502 tools for apps, builds, TestFlight, subscriptio 68 Claude Code, Codex, OpenCode 2 5,335 tok
kunickiaj/codemem codemem.sh A lightweight persistent-memory companion for OpenCode & Claude 68 Claude Code, Codex, OpenCode 2 1,147 tok
Fighter90/career-ops-ui cvstart.org Clean, docs-style web UI for the career-ops AI job-search pipeline. Search ATS adapters (G 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 2,869 tok
Arcadia-1/analog-agents arcadia-1.github.io 12 agentic skills for analog IC design — architecture, sizing, verification, cross-model r 68 Codex, OpenCode 1 2,489 tok
lathe-cli/lathe Agentic-friendly CLI generator for APIs: turn Swagger, OpenAPI, and google.api.http protos 68 Claude Code, Codex, OpenCode 2 1,063 tok
rojim666/SztuCode Local-first AI coding Agent supporting TUI/desktop clients, tool permissions, session memo 68 Claude Code, Codex, OpenCode 2 571 tok
debugg-ai/debugg-ai-mcp debugg.ai Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms. 68 Codex, OpenCode 1 1,813 tok
WhenMoon-afk/claude-memory-mcp Local citation-backed recall for Pi, OMP, Claude Code, Codex, and ChatGPT history. 68 Codex, OpenCode 1 2,334 tok
Srajangpt1/ai-security-crew MCP to put security context while vibe coding 68 Claude Code, Codex, OpenCode 4 1,058 tok
naderelewa/Product-to-Prod naderelewa.com AI product management skills and plugin for Claude Code, Cowork, Codex & other AI agents: 68 Claude Code, Codex, OpenCode 1 2,913 tok
kinncj/Heimdall Heimdall is a lightweight, cross-platform hardware monitoring system with a real-time term 68 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,135 tok
kanna12580/kk-knowledge-agent A lightweight knowledge base system supporting knowledge base management, text/TXT uploads 67 Codex, OpenCode 1 1,888 tok
nondual-agents/nondual nondual.cloud The address book for AI agents: Nondual gives all your agents one shared record for every 67 Codex, OpenCode 1 2,229 tok
f/check-ai Audit any repository for AI-readiness. 67 Claude Code, Codex, OpenCode, Windsurf 3 2,791 tok
t0mtaylor/peepshow Turn a video — or an animated GIF, APNG, or WebP — into a timeline of still frames so an L 67 Claude Code, Codex, Gemini CLI, OpenCode 2 895 tok
n24q02m/better-code-review-graph mcp.n24q02m.com Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolut 67 Claude Code, Codex, OpenCode 5 5,599 tok
trueLoving/Pixuli pixuli-web.vercel.app 🖼️ Pixuli - AI-based image analysis, automatic tag generation, and batch processing. 67 Codex, Cursor, OpenCode 3 1,616 tok
superamped/ai-marketing-skills superamped.com Open-source AI marketing skills for coding agents like Claude Code, Cursor, and Codex. Do 67 Claude Code, Codex, OpenCode 2 924 tok
ssuixinsuoyu/zede-zero-learning-roadmap Starting from the origin and approaching true knowledge indefinitely. A goal-driven, evide 67 Claude Code, Codex, Gemini CLI, OpenCode 3 365 tok
nightnei/wordpress-developer-mcp-server Build WordPress sites with your AI 67 Claude Code, Codex, Gemini CLI, OpenCode 3 1,185 tok
sfrangulov/minirag-mcp Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over y 67 Claude Code, Codex, OpenCode 5 2,837 tok
club-cog/devin-handoff Hand off tasks to Devin — a plugin/skill for Claude Code, Codex, Cursor, and any coding ag 67 Codex, OpenCode 1 542 tok
home-operations/konflate A read-only pull request review tool for Flux using Flate for rendering. 67 Claude Code, Codex, OpenCode 2 2,994 tok
jonashertner/opencaselaw opencaselaw.ch Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge 67 Claude Code, Codex, OpenCode 2 572 tok
yeet-src/pktscope Wireshark-style terminal packet analyzer on eBPF/TCX — live packet list, protocol detail t 67 Claude Code, Codex, OpenCode 2 7,327 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 67 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
cmaughan/Draxul 🩸 A Dark Factory agentic project. A Universal console shell, city-as-code metaphor. Cros 67 Claude Code, Codex, Gemini CLI, OpenCode 7 6,124 tok
wingedsheep/argentum-engine magic.wingedsheep.com Magic: The Gathering rules engine + online play platform, in Kotlin 66 Claude Code, Codex, OpenCode 16 3,520 tok
dermatologist/pyomop nuchange.ca Python package for managing OHDSI clinical data models. Includes support for LLM based pla 66 Claude Code, Codex, OpenCode 2 551 tok
littlebearapps/untether untether.cc Code from anywhere — Telegram bridge for AI coding agents (Claude Code, Codex, OpenCode, P 66 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 12,692 tok
metedata/Remarc remarc.app Your feedback layer for AI collaboration. Point at anything on your Mac - text, screenshot 66 Claude Code, Codex, OpenCode 8 3,244 tok
DevelopersGlobal/ai-agent-skills developersglobal.github.io AI agent skills for production grade applications 66 Claude Code, Codex, Gemini CLI, OpenCode 3 925 tok
HLND2T/CS2_VibeSignatures Generate CS2 signatures via Agent SKILLS with ida-pro-mcp 66 Claude Code, Codex, OpenCode 54 759 tok
anchildress1/awesome-github-copilot My ongoing WIP 🏗️ AI prompts, custom agents, skills & instructions - curated by me (and C 66 Codex, GitHub Copilot, OpenCode 2 428 tok
dream-num/skills univer.ai Univer Skill enables AI tools to work directly with spreadsheets, Excel workbooks, and CSV 66 Codex, OpenCode 1 171 tok
thienanblog/awesome-ai-agent-skills A curated list of essential skills, tools, and resources for building and enhancing advanc 66 Claude Code, Codex, OpenCode 3 1,116 tok
Jamie-BitFlight/claude_skills Plugins for Anthropic's Claude Code, Codex, Cursor and more 66 Claude Code, Codex, OpenCode 7 5,793 tok
AliKarami/MikroMCP mikromcp.com Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation 66 Claude Code, Codex, OpenCode 3 5,956 tok
csuyincs-creator/fluidglass-ui WebGL fluid glass card interface generator — agent skill + zero-dependency reference imple 66 Codex, OpenCode 1 734 tok
stbenjam/skillsaw skillsaw.org Keep your skills sharp. Intelligence for agent context. 66 Claude Code, Codex, GitHub Copilot, OpenCode 19 17,142 tok
wxkingstar/SpecFusion specfusion.kingstar.xin Search 65,600+ API documents from 20 Chinese open platforms directly in DeepSeek Harness / 66 Claude Code, Codex, OpenCode 2 2,065 tok
GabrielDrapor/ovid ovid.ink A bilingual Reader. Two languages, one tap. 66 Claude Code, Codex, OpenCode 2 5,353 tok
tenequm/pond pond.locker Lossless storage and search for AI agent sessions, across every agentic client. 66 Claude Code, Codex, OpenCode 2 7,938 tok
DanMcInerney/orchflows Composable orchestration skills for Codex and Claude Code 66 Claude Code, Codex, OpenCode 2 92 tok
ForceInjection/forceinjection.github.io forceinjection.github.io Github pages for Force Injection 66 Claude Code, Codex, OpenCode 2 3,317 tok
kirill-markin/flashcards-open-source-app flashcards-open-source-app.com AI-powered flashcards app built for serious daily study on iOS, Android, and the web. Use 66 Claude Code, Codex, OpenCode 4 2,853 tok
Viy1204/recruiting-copilot An AI recruitment workflow for HR professionals and headhunters: defining job requirements 66 Codex, OpenCode 1 681 tok