How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Abhillashjadhav/AI-PM-essential-skills Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, a 9 Claude Code, Codex, OpenCode 3 1,304 tok
FluxonLab/Skillry fluxonlab.com Installable, permission-bounded agent skills & subagents for Claude Code, Codex, Cursor, C 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,357 tok
bearlike/Grove factory.mewbo.com 🍀 Opinionated ADE and Software Factory for Teams. Run a forest of agents locally or serve 9 Claude Code, Codex, OpenCode 2 9,377 tok
nihen/ah Agent History — search and browse AI coding agent sessions (Claude, Codex, Gemini, Copilot 9 Codex, OpenCode 1 400 tok
JJFromTenex/claude-code-training 9 Claude Code 5 522 tok
sernst/skills My AI Agent Skills. A nix of ones I've developed myself and others I've adapted from other 9 Codex, OpenCode 1 446 tok
whobot-ai/skills whobot-com.github.io WhoBot AI official Agent Skills repository | Official agent skills by WhoBot AI 9 Codex, OpenCode 1 259 tok
snyk-labs/snyk-vulnbench vulnbench.com A benchmark harness for measuring how AI coding agents find and fix security vulnerabiliti 9 Claude Code, Codex, OpenCode 12 3,693 tok
spy007111/Vibe-Research Personal AI investment research dashboard for Chinese, US, and Hong Kong stocks — with mob 9 Claude Code, Codex, OpenCode 8 4,457 tok
HermeticOrmus/linux-sysadmin-skills A Claude Code skill bundle for Linux system administration — security, performance, diagno 9 Claude Code 1 432 tok
leixyou/chatgpt-web-image-mcp Local MCP bridge for generating and retrieving images through a dedicated ChatGPT web brow 9 Codex, OpenCode 1 276 tok
compnew2006/browser-controller MCP server + Chrome extension that gives AI agents control of your real browser with exist 9 Codex, OpenCode 1 900 tok
VelvetSP/web-retrieval-mcp MCP server for AI agents: high-fidelity web search (Exa) + tiered web fetch (Exa→browser→F 9 Codex, OpenCode 1 196 tok
shiyi-0x7f/zlib-mcp 9 Claude Code 1 702 tok
Kookerella-Ltd/Kookerella.FsOpenXmlDsl A typesafe F# DSL for building and reading Excel workbooks, with round-trip read/write and 9 Claude Code 1 4,607 tok
cacr92/WeReply Automatic WeChat chat reply assistant 9 Claude Code, Codex, Cursor, OpenCode 50 4,270 tok
Darkflib/mcp-joplin 9 Codex, OpenCode 1 1,942 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
alanwtom/blackboard-mcp Local-first, read-only Blackboard MCP server. Reads the signed-in student's own Blackboard 9 Claude Code, Codex, OpenCode 2 545 tok
fullstacktard/claude-workflow Automated Claude Code configuration setup for existing projects 9 Claude Code 1 1,645 tok
yehezkieldio/firefly npmjs.com Automation release management CLI for semantic versioning, changelog generation, and GitHu 9 Codex, GitHub Copilot, OpenCode 2 834 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
eco-emma/emma_envdata Environmental data processing for www.emma.eco 9 Claude Code, GitHub Copilot 12 859 tok
natesmalley/coral_collective The collective intelligence for evolutionary development - AI agents working as a unified 9 Claude Code 11 556 tok
Bloodshed-Rain/TheMAGI themagi.gg Local-first AI coaching for Super Smash Bros. Melee from Slippi .slp replays. 9 Claude Code, Codex, OpenCode 10 5,122 tok
PMDevSolutions/Aurelius pmds.info A Claude Code toolkit for building React apps, from Figma designs to shipped product. Ship 9 Claude Code 5 6,764 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 1,924 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
ShowTrak/ShowTrakServer showtrak.co.uk Open Source LAN Monitoring 9 GitHub Copilot 1 862 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
ianlintner/rust-oauth2-server ianlintner.github.io Rust OAuth2 Server with Social Logins with observability. Typesafe and Actor System. 9 Claude Code, GitHub Copilot 10 5,503 tok
VirtueSecurity/VirtueWebAgent 9 Claude Code 11 1,716 tok
SamErde/TheCleaners day3bits.com PowerShell module to clean the loose ends from your Windows Servers. 9 Codex, GitHub Copilot, OpenCode 2 1,470 tok
kellerza/hass-addons Home Assistant add-ons (Qwikswitch, Sunsynk, ESP, others) 9 GitHub Copilot 1 517 tok
Ajiet-DevNation/dn-orbit devnation.club Anything and everything DevNation 9 Codex, Gemini CLI, OpenCode 2 5,482 tok
depromeet/16th-team6-Android The Android repository for Team 16's Six-Ten Chicken 🍗💚 9 Claude Code, Codex, Gemini CLI 8 948 tok
kevinmcaleer/kevsrobots.com 9 Claude Code, Codex, Gemini CLI, OpenCode 6 8,708 tok
Zinoex/IntervalMDP.jl baymler.com GPU-accelerated value iteration for Interval Markov Decision Processes 9 Claude Code 6 —
mh-language/mhl-core-runtime mhl core runtime 9 Claude Code, Codex, OpenCode 2 7,825 tok
sharat/cluster-cli sharat.github.io A fast, interactive terminal UI for monitoring Kubernetes cluster health in real-time 9 Claude Code, Codex, Gemini CLI, OpenCode 6 2,158 tok
zoom/zoom-plugin Claude plugin for planning, building, and debugging Zoom integrations across REST APIs, SD 8 Codex, OpenCode 1 436 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
aitytech/agentkits-marketing Enterprise-grade AI marketing automation for Claude Code, Cursor, GitHub Copilot, and any 8 Claude Code, Gemini CLI 3 3,610 tok
MaxQian888/cognia-next 8 Claude Code, Codex, GitHub Copilot, OpenCode 77 15,495 tok
treza-labs/treza-sdk TypeScript SDK for the Treza Execution API 8 Cursor 1 341 tok
dryvist/ai-assistant-instructions A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflow 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,006 tok
paultyng/skill-issue Personal Claude Code / Cursor agent skills, rules, and config 8 Claude Code 1 446 tok