How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
CN-big-cabbage/github-skill-distiller Distill GitHub projects into ready-to-publish AI skills in 5 minutes. Supports Claude Code 4 Claude Code 1
ysfAskri/archguardian Stop AI from slowly destroying your codebase. Tool-agnostic CLI + git pre-commit hook that 4 Claude Code, GitHub Copilot, Cursor 36 1,619 tok
lfnovo/code-expert-mcp An MCP Server for Code Understanding for AI-assisted development 4 Claude Code 1 367 tok
nananaman/DuckDB-RAG-MCP-Sample 4 Claude Code 1 262 tok
7nohe/figdeck figdeck.7nohe.dev Convert Markdown to Figma Slides with CLI + Plugin 4 Claude Code, Codex, OpenCode 4 4,526 tok
wess/stim wess.io Basically a DSL that make writing Claude Code commands more "code" and less Markdown... 4 Codex, OpenCode 1 3,280 tok
inventwo/ioBroker.life360ng Reads the data from the Life360 app and provides the information as individual data points 4 Cursor 1 501 tok
moonhorsemmy/shortcuts-toolkit 4 Claude Code, Codex, OpenCode 2 1,356 tok
Huzaifa-ali/post-kit Your AI content engine. Research, write, publish posts that sound like you. Zero code, any 4 Codex, OpenCode 1 908 tok
CaesiumY/rocky-skills Rocky's voice from Project Hail Mary as a Claude Code skill — blunt diagnosis, compressed 4 Codex, Gemini CLI, OpenCode 2 1,694 tok
frisco-deng/moradins-forge Agent-first integration forge for local repo adoption and deterministic agent workflows 4 Codex, OpenCode 1 2,134 tok
oscarescalando/specfounder Agente de Spec-Driven Development con memoria persistente que construye la fundación de tu 4 Claude Code 1 680 tok
dajun666/schoology-mcp mcp for schoology--specifically for PAUSD 4 Claude Code 1 4,013 tok
dallen4/labkit agentic patterns I find handy and reliable 4 Claude Code, GitHub Copilot 12 2,138 tok
AccountZero/elon-stack Five rules that stop a coding agent from optimizing things that should not exist. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,357 tok
Moksa1123/rankmath-seo-wp moksaweb.com Rank Math SEO compliant WordPress article writer skill. Battle-tested on moksaweb.com. Com 4 Claude Code 1 1,206 tok
jgiox/goodvibes One command. Production-grade project. No config. 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode, Windsurf 15 6,796 tok
patrick-oculussec/fedramp-ksi-agent-skills AI Agent Skills based on FedRAMP 20X KSIs. 4 Codex, OpenCode 1 877 tok
rustkit-ai/aimemo Persistent memory for AI coding agents: Claude Code, Cursor, Windsurf, and Copilot. One co 4 Claude Code, GitHub Copilot 4 159 tok
yasuhiro-y/figma-plugin-by-vibe-coding 4 Cursor 1 4,469 tok
segraef/sec-kit Security Pre-flight Kit 4 Claude Code, GitHub Copilot 3 942 tok
AliYmn/claude-structured An opinionated project template for Claude Code — persistent context, autonomous workflows 4 Claude Code, Codex, OpenCode 6 534 tok
Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 282 tok
ArogyaReddy/https-github.com-JuliusBrussee-caveman 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,822 tok
swatDong/mcp-sample-vsc-debug Create sample MCP server and able to debug in VSCode 4 Claude Code 1
rdudov/task-agent Generic task-first autonomous agent workspace template 4 Claude Code, Codex, OpenCode 2 5,319 tok
rhaml-23/prompt AI Compliance Factory Foundation 4 Claude Code, Cursor 2 2,675 tok
AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. 4 Claude Code, Cursor 33 1,388 tok
Destined-at-Dawn/niuma-engine An AI engineering discipline framework—29 rules developed from six real-world incidents. N 4 Claude Code 1 1,512 tok
LiveTrack-X/spec-driven-ai-development SDAD Protocol — a repository-local operating protocol for AI-assisted development that kee 4 GitHub Copilot 1 1,138 tok
IFTDT/expo-updates-admin 4 Claude Code, Cursor 2
fourcolors/omi-mcp mcp server for omi 4 Claude Code 1 242 tok
Rebell-Leader/SpatialAI_MCP Empowering spatial transcriptomics research by providing AI agents with a standardized int 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 9,039 tok
leaveanest/slack-utils-channel 4 Claude Code 1 5,883 tok
backendforth/next-sanity-starter bef-next-sanity-starter.netlify.app Production-shaped Next.js 16 + Sanity Studio v5 starter with locale routing, Mux video, Vi 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,807 tok
noslop-sh/noslop noslop.sh 4 Claude Code 1 445 tok
ralfyishere/agent-zero-trust Offline repo inspection and change review for AI coding agents. Scan instructions, compare 4 Claude Code, Codex, OpenCode 2 630 tok
williamisnotdefined/rubiks-cube-solver 4 Claude Code, Codex, GitHub Copilot 28 40,799 tok
KaranTankshali/site-seo-pipeline A pipeline to research and suggest seo improvements 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,731 tok
P451M/Arch4 Enriched C4 architecture maps for your repo. 4 Claude Code, Cursor 6
Gargeya-Grey/TwinAatma 4 Codex, OpenCode 1 612 tok
IvanTsxx/AI-Nextjs-Monorepo-Starter A modern, AI-first Next.js monorepo template equipped with PostgreSQL, Prisma, Better-Auth 4 Claude Code, GitHub Copilot, Gemini CLI 4 4,440 tok
rkttu/cadenza A custom MSBuild SDK family for writing console, worker, and web .NET apps as single .cs f 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,742 tok
laaibaQasim/productivity-kit Tracks your AI workflows with voice notifications and session summaries, helping you impro 4 Claude Code, Cursor 11 917 tok
sherifkozman/uicontract 4 Claude Code 1 4,106 tok
thinkitpossible/skill-hr skillhr.coze.site skillhr is HR for the Skill ecosystem: an open-source Agent Skill that matches, recruits, 4 Codex, OpenCode 1 238 tok
aureliensibiril/potion 🧪 A Claude Code plugin that analyzes any codebase and generates a tailored skill pack — c 4 Claude Code 1 1,567 tok
Mehtrick/bjoern Behaviordriven Javabased Onehundret and ten percent Efficient Readable Notation 4 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,589 tok
moonchanyong/megaman CLI for switching the primary context of coding agents 4 Codex, OpenCode 1 319 tok
HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,244 tok