How real projects configure their agents

44,969 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
Shilo/pixellab-pip Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human co 46 Claude Code, Codex, Gemini CLI, OpenCode 3 1,041 tok
conorbronsdon/substack-mcp conorbronsdon.com MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber managemen 46 Claude Code, Codex, OpenCode 2 1,084 tok
nana7chi/CubismExternalEditMCP MCP for Live2D Cubism Editor 5.4 alpha1 External application integration 46 Claude Code 1 2,150 tok
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 46 Claude Code, Codex, OpenCode 10 2,421 tok
vertz-dev/vertz vertz.dev The Agent-native TypeScript stack 46 Claude Code 7 923 tok
alondero/aerogauge-recomp A static recompilation of AeroGauge for the Nintendo N64 46 Claude Code 10 789 tok
shopwareLabs/ai-coding-tools Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, age 45 Claude Code, Codex, OpenCode 4 2,732 tok
TelivityAI/careerops Store every accomplishment. Tailor every application. Own your career data. 45 Claude Code, Codex 1 —
boykush/scraps boykush.github.io The Wiki-link doc compiler for the LLM era. 45 Claude Code, Codex, OpenCode 10 397 tok
clawdsec/clawsec clawsec.bot Clawsec Plugin 45 Claude Code 1 5,656 tok
agency-ai-solutions/nextjs-firebase-ai-coding-template 45 Codex, OpenCode 1 169 tok
shawnstack/quickforge 45 Codex, OpenCode 1 1,057 tok
ItIsMixian/Orrery A portable skill for traceable Markdown project documentation, local observability, and sa 45 Codex, OpenCode 1 3,456 tok
toolprint/just-mcp toolprint.ai Share the same project justfile tasks with your AI Coding Agent. 45 Claude Code 2 3,858 tok
ambroise-leclerc/WebFront C++’s missing standard GUI. One reactive TypeScript UI for every C++23 target: a native wi 45 Codex, GitHub Copilot, OpenCode 2 4,950 tok
HazAT/pi-solo Pi extension for Solo (soloterm.com) — registers every Solo MCP tool as a first-class Pi t 45 Claude Code, Codex 1 —
djfksjd/sole-search A support-program research agent skill for small business owners (operating shops and self 45 Claude Code, Codex, OpenCode 1 674 tok
Forward-Future/DeployBot Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients 45 Codex, OpenCode 1 262 tok
Xopoko/build-swift-apps Build, debug, profile, test, refactor, and release Swift apps across iOS, macOS, Xcode, Sw 45 Claude Code, Codex, OpenCode 2 1,104 tok
wigtn/wigtn-plugins Claude Code plugins for AI-native engineers 45 Claude Code 1 3,798 tok
dizlexic/moo-tasks mootasks.dev A simple multiuser multiboard task MCP server managed via kanban board interface. Created 45 Codex, OpenCode 1 3,563 tok
strangeadvancedmarketing/Adam strangeadvancedmarketing.github.io Adam Framework for OpenClaw — 5-layer persistent memory and identity architecture for AI a 45 Codex, OpenCode 1 791 tok
incubateur-ademe/benefriches benefriches.ademe.fr L'outil numérique qui quantifie et monétarise les impacts environnementaux, sociaux et éco 45 Claude Code, Codex, OpenCode 23 2,052 tok
goodniuniu/github-kb GitHub Knowledge Base Manager - A Claude Code skill for managing local GitHub projects 45 Claude Code 1 1,080 tok
bThink-BGU/BPjs Environment for running behavioral programs written in JavaScript. 45 Claude Code 1 1,144 tok
idoforgod/Church-Admin-AgenticWorkflow Church Administration AI Agentic Workflow Automation System 45 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 44 40,238 tok
contentful/contentful-laravel Laravel integration for the Contentful SDK. 45 Codex, OpenCode 1 846 tok
ProvableHQ/python-sdk 45 Claude Code, Codex, OpenCode 2 1,783 tok
Snapchat/Valdi_Widgets 45 Codex, OpenCode 1 2,743 tok
IndianOldTurtledove/codex-oss-maintainer-toolkit Codex-first toolkit for open-source maintainers: AGENTS.md, skills, automation, and verifi 45 Codex, OpenCode 1 352 tok
shelby/shelby-skills shelby.xyz Agent skills for building on Shelby 45 Claude Code, Codex, OpenCode 2 689 tok
yoloshii/mcp-code-execution-enhanced Enhanced MCP code execution. Agent framework-agnostic (optimized for Claude Code). Skills 45 Claude Code 3 2,068 tok
EasyDevv/pyhunt Lightweight Python logging tool for visual call tracing, tree-structured colored logs, and 45 Claude Code, Codex, OpenCode 2 947 tok
CyberBoyAyush/zenox OpenCode plugin for intelligent agent orchestration with specialized subagents and paralle 45 Codex, OpenCode 1 2,158 tok
wilson-anysphere/indonesia A better Java LSP 45 Codex, OpenCode 1 2,333 tok
gmaxxxie/ai-native-product-agent-skills AI Native Product Methodology — 80 executable skills across P0-P14 stages, covering needs 45 Codex, OpenCode 1 950 tok
niklaserik/effect-mcp A mcp server for fetching the Effect-ts documentation 45 GitHub Copilot 1 266 tok
frostant/awesome-claude-skills Claude Skills collection - fork from ComposioHQ with Chinese docs and enhancements 45 Claude Code 1 311 tok
jalpp/chessagineweb A chess app I maintain for my self 45 Claude Code, Codex, OpenCode 2 159 tok
pomterre/ccguard npmjs.com Automated enforcement of net-negative LOC, complexity constraints, and quality standards f 45 Claude Code 1 947 tok
vercel/microfrontends vercel.com Build microfrontends on Vercel 45 Claude Code, Codex, OpenCode 2 2,188 tok
jeapostrophe/jc Claude Code orchestrator in one window 45 Claude Code 1 612 tok
ssdeanx/AgentStack AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ ent 45 Claude Code, Codex, GitHub Copilot, OpenCode 50 34,906 tok
cafferychen777/ChatSpatial docs.cafferyang.com MCP server for spatial transcriptomics analysis through natural language interfaces. 45 Claude Code 9 —
zuiho-kai/bot_civ zuiho-kai.github.io OpenClaw community — multi-agent chat groups + browser game community, helping AI instance 45 Claude Code 1 3,765 tok
JKorf/CryptoClients.Net cryptoexchange.jkorf.dev Library allowing full access to multiple different cryptocurrency exchange API's. Provides 45 Codex, GitHub Copilot, OpenCode 2 3,280 tok
engseclabs/trailtool Simplified CloudTrail analysis for AI agents 45 Claude Code 1 1,035 tok
robotaitai/project-bedrock Every session starts with context, every decision leaves a trail, and every session leaves 45 Claude Code 8 —
zjinhu/Brick_SwiftUI Quickly build SwiftUI apps with a SwiftUI standard library extension, high-version API com 45 Codex, OpenCode 1 5,789 tok
cameroncooke/skills My own personal collection of skills 45 Codex, OpenCode 1 202 tok