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
bc1xxx/orchestrator-opencode Multi-agent orchestration system for OpenCode 9 Claude Code, OpenCode 16
strapi/skills AI Agent Skills A collection of skills for AI coding agents. Skills are packaged instructi 9 Codex, OpenCode 1 337 tok
PacktPublishing/The-Claude-Code-Operating-Model The Claude Code Operating Model, published by Packt 9 Claude Code 1
aws-samples/sample-ramp-aidlc-mod-starter-packs 9 GitHub Copilot, Kiro 6 16,386 tok
fslides/fslides fslides.github.io A no-bullshit HTML presentation framework 9 Claude Code 1 483 tok
tomzx/agents A library of composable skills, agents, and conventions that teach agents how to perform r 9 Claude Code, Codex, OpenCode 2 875 tok
pengqianhan/codex-paper-figure-skill 9 Claude Code, Codex 2
XMZF-vAI/clerkbox clerkbox.xmzf.space ClerkBox — A local-first AI desktop workspace with a built-in WebUI, extensible skill mark 9 Codex, OpenCode 1 843 tok
Astro-Craft-Theme/8-BitQuest astrocraftthemes.com A retro pixel-art developer portfolio theme for Astro, the web framework. 20 pages, 39 UI 9 Claude Code, Codex, OpenCode 3 2,003 tok
noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. 9 Claude Code 1 103 tok
esp-mosaico/esp-mosaico-vibe Vibe coding with ESP-Mosaico! 9 Codex, OpenCode 1 1,835 tok
a-szczudlo/OpenFounders Stress test relacji wspolnikow sp. z o.o. - otwarty skill AI (Claude Code / Cowork / Codex 9 Codex, OpenCode 1 3,448 tok
VelkyVenik/missingmcp missingmcp.com MissingMCP — your data, in Claude. OAuth 2.1 gateway hosting the MCP servers Claude is mis 9 Claude Code 1 4,451 tok
chrischall/skylight-mcp Skylight Calendar MCP — read/write family calendar events, chores, rewards, and shared lis 9 Claude Code 1 7,913 tok
khmm12/solidjs-v2-skills Agent skills for SolidJS 2.0 — write, migrate, and review solid-js 2.x code without React/ 9 Claude Code, Codex, OpenCode 2 1,426 tok
meteor/agent-skills docs.meteor.com Meteor-maintained Agent Skills for building, migrating, testing, securing, and deploying M 9 Codex, OpenCode 1 2,994 tok
gatordevin/avo Open reproduction of NVIDIA's AVO paper (arXiv:2603.24517): evolutionary search where an a 9 Claude Code, Codex, OpenCode 2 1,178 tok
LoftyTao/ladybug-tools-mcp Ladybug Tools MCP core publish repository 9 Codex 1
keyfire/elemctl docs.keyfire.ru CLI, MCP server, and library for the documented Console API v2 of 1C:Enterprise.Element (1 9 Claude Code 1 2,660 tok
weileyao2005/cnki-deepsearch CNKI DeepSearch — CNKI deep search MCP tool. Intercepts CNKI's internal REST API to retrie 9 Claude Code 1 838 tok
felipefontoura/spec-driven-development-book felipefontoura.com The definitive guide to Spec-Driven Development: build software with AI agents, from metho 9 Claude Code 1 2,531 tok
Shailesh200/prism prism-website-lime.vercel.app 9 Claude Code, Codex, OpenCode 2 1,085 tok
nweii/agent-stuff A subset of my personal AI skills for Claude and Cursor. 9 Claude Code, Codex, OpenCode 1 1,153 tok
petekp/agent-skills Agent skills for UI development, parameter tuning, and design iteration 9 Claude Code, Codex, OpenCode 2 776 tok
Darkflib/mcp-joplin 9 Claude Code, GitHub Copilot 5 2,375 tok
lucianfialho/build-in-public-mcp MCP server for Build in Public - share your dev journey on Twitter directly from Claude Co 9 Claude Code 1 1,726 tok
quaywin/agys Effortless multi-profile isolation & real-time quota tracking for Antigravity CLI in Herdr 9 Codex, Gemini CLI, OpenCode 2 942 tok
bybren-llc/a-safe-pulse Enterprise-grade SAFe automation toolkit: AI-powered Agile Release Train (ART) planning, s 9 Claude Code, Codex, Gemini CLI, OpenCode 19 6,997 tok
ilandahan/AID AID - AI Development process - Complete methodology for AI-assisted full-stack software de 9 Claude Code 3 5,836 tok
eco-emma/emma_envdata Environmental data processing for www.emma.eco 9 Claude Code, GitHub Copilot 12 826 tok
natesmalley/coral_collective The collective intelligence for evolutionary development - AI agents working as a unified 9 Claude Code 11 556 tok
Aledon8/OpenLeukemia openleukemia.com OpenLeukemia is a patient-centered platform for organizing leukemia-related medical data, 9 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,788 tok
teakzc/backpack-plus A modern Roblox backpack alternative 9 Claude Code 4 3,623 tok
hmcts/tcoe-playwright-example A sample repository for teams to use as a guide to set up Playwright in their own projects 9 GitHub Copilot 1 4,004 tok
CatLabInteractive/catlab-drinks Simple cash register app with support for NFC topup cards. 9 Claude Code, GitHub Copilot 2 7,215 tok
hotosm/ui ui.hotosm.org Shared UI components with HOT theming 9 Codex, OpenCode 1 1,202 tok
sankichi92/LiveLog livelog.ku-unplugged.net A Ruby on Rails application for managing set lists within a music community 9 Codex, OpenCode 1 657 tok
icewheel-oss/icewheel-energy energy.icewheel.dev A self-hosted application to privately manage your Tesla Powerwall charging schedule. 9 Gemini CLI 1 162 tok
appydave/appydave-tools AppyDave YouTube Automation Tools 9 Claude Code, Codex, OpenCode 8 10,670 tok
PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email 8 Claude Code, Codex, OpenCode 2 1,373 tok
gopinav/resume-agent-skills Resume Agent skills and sample resume 8 Codex, Cursor, OpenCode 2 146 tok
aplaceforallmystuff/mcp-pihole MCP server for Pi-hole v6 API - control DNS blocking from Claude Code 8 Claude Code, Codex, Gemini CLI, OpenCode 4 357 tok
vladmdgolam/agent-skills A collection of skills for AI coding agents 8 Claude Code, Codex, OpenCode 2 749 tok
EmZod/speak A fast CLI tool for Agents to convert their text output to speech using Chatterbox TTS on 8 Codex, OpenCode 1 517 tok
ALCops/mcp-server nuget.org MCP server that brings ALCops AL code analyzers to AI assistants like Claude and Cursor 8 Claude Code, Codex, OpenCode 3 2,035 tok
MisonL/Ling npmjs.com A Chinese AI Agent template toolkit for Gemini CLI, Antigravity, and Codex, providing one- 8 Claude Code, Codex, OpenCode 69 1,373 tok
patrickdappollonio/claude-plugins My collection of Claude (and other AI's) skills, plugins, MCP servers, and more. 8 Claude Code, Codex, OpenCode 2 3,753 tok
ctsstc/get-shit-done-skills 8 Claude Code 37
leolilley/mailcow_mcp 8 Claude Code 1 1,373 tok
amirdaraee/luxembourg-mcp Keyless MCP access to official Luxembourg public data — 21 tools over 15 public systems, z 8 Claude Code 1 1,843 tok