How real projects configure their agents

1,906 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
normalled/apijack Generate full-featured CLIs with workflow automation from any OpenAPI spec 7 Claude Code, Codex, Gemini CLI, OpenCode 3 5,955 tok
mzored/superpowers-cc-to-codex Claude orchestrates, Codex executes. Combines Claude's judgment with GPT's speed for codin 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,546 tok
paufortiana/geminicli-git-tools-extension Enhance your Git workflow with AI-generated commit messages and PR drafts directly in Gemi 7 Gemini CLI 1 104 tok
aplaceforallmystuff/mcp-tailscale MCP server for managing your Tailscale network (tailnet) through Claude Code and other MCP 7 Claude Code, Codex, Gemini CLI, OpenCode 3 448 tok
gomilesf/convergo Disciplined software engineering for coding agents: plan → review → build loops that actua 7 Claude Code, Codex, Gemini CLI, OpenCode 3 865 tok
stevenAthompson/run-long-command stevenathompson.com A Gemini CLI extension that enables the execution of long-running shell commands in the ba 7 Gemini CLI 1 571 tok
yamaru-eu/hardware-probe yamaru.eu Expert hardware probe for AI, Gaming, and HPC. Analyzes GPU, VRAM, and Memory Bandwidth 7 Claude Code, Gemini CLI 2 1,739 tok
tb0hdan/wass-mcp Web Application Security Scanner MCP Server 7 Claude Code, Codex, Gemini CLI, OpenCode 3 191 tok
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 4 4,852 tok
aplaceforallmystuff/spain-ai-kit MCP servers connecting AI applications to Spanish government open data and legal infrastru 7 Claude Code, Codex, Gemini CLI, OpenCode 3 824 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
AtharvaMaik/PromptQueue Dependency-free prompt scheduler for AI rate-limit resets. Queue prompts for Claude, Codex 7 Claude Code, Codex, Gemini CLI, OpenCode 3 597 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
damien-schneider/agent-skills-library agents-library.dev The centralized hub for AI agent capabilities. Discover, share, and manage high-quality ma 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,309 tok
jeet129/praxis Production-grade skill library + agents + workflows + governance for AI coding agents — fu 7 Claude Code, GitHub Copilot, Gemini CLI 14 631 tok
johnnichev/nv-context skills.nichevlabs.com nv:context > Context engineering for engineers who ship. Auto-detects, analyzes, generates 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,235 tok
LuisSambrano/antigravity-config AI capability framework for Google Gemini and agentic workflows 7 Gemini CLI 1 1,126 tok
hannsxpeter/humanizer Pure-prompt skill that de-slops AI-sounding prose and rewrites it in a writer's voice, wit 7 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,464 tok
chenmitchell/omg-payment-skill AI Skill for OMG Payment Gateway (Taiwanese third-party payment API with credit card, ATM, 7 Claude Code, Codex, Gemini CLI, OpenCode 3 6,176 tok
dhar174/custom_github_copilot_agent_builder A framework for building customized, optimized custom Github Copilot agents using custom r 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 91 92,360 tok
widoriezebos/descartes-mcp MCP server for java. Deep introspection and REPL out of the box 7 Claude Code, Codex, Gemini CLI, OpenCode 4 2,047 tok
teknologika/Deckbuilder MCP Server for building powerpoint presentations 7 Claude Code, Gemini CLI 2 4,926 tok
gemyago/atlacp Bitbucket MCP server 7 Claude Code, Codex, Gemini CLI, OpenCode 4 1,723 tok
antruongnguyen/mcp-server-manager A Model Context Protocol Server Manager (MCPSM) that orchestrates the MCP servers, manage 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,829 tok
hkopenai/vtube-studio-plugin-mcp-server A Vtube Studio Plugin as MCP server. 7 Gemini CLI 1 543 tok
aplaceforallmystuff/mcp-threatintel MCP server for unified threat intelligence - AlienVault OTX, AbuseIPDB, GreyNoise, and abu 7 Claude Code, Codex, Gemini CLI, OpenCode 3 538 tok
chrisleekr/mcp-server-playground A playground for Model Context Protocol (MCP) server built with TypeScript and Streamable 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,633 tok
Devlaner/loomy loomy.devlane.dev Loomy is an open-source collaborative whiteboard. Create infinite boards, invite your team 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,094 tok
MidnightDarling/collate Chinese-language literature OCR proofreading and reading pipeline for historical researche 7 Claude Code, Codex, Gemini CLI, OpenCode 2 9,613 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,743 tok
harun-yardimci/agentflow AI agent orchestration platform — pipeline-based task runner for Claude, Codex, and Gemini 7 Claude Code, Codex, Gemini CLI 2 1,186 tok
XiaomingX/moltbot-connector-feishu-dingtalk Create a moltbot, clawdbot that supports Feishu and DingTalk links 7 Gemini CLI 2
bybren-llc/rendertrust RenderTrust™ is an open‑source standard Edge-AI Fabric that balances privacy, security, an 7 Claude Code, Codex, Gemini CLI, OpenCode 75 5,888 tok
supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,264 tok
MadaBurns/blackveil-dns-action GitHub Action: DNS & email security scanning with Blackveil DNS. Enforce minimum grades in 7 Cursor, Gemini CLI 2 157 tok
hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,961 tok
ABTdomain/domainkits-mcp domainkits.com Domain intelligence through MCP. Turn Claude, GPT, Gemini into domain agents. Search newly 6 Gemini CLI 1 1,489 tok
parlay-run/parlay-mcp parlay.run MCP server for prediction markets — search and compare across Polymarket, Kalshi, Limitles 6 Gemini CLI 1 463 tok
richfrem/agent-plugins-skills repo for reusable plugins and skills 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 94,760 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 6 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,685 tok
Kocal/symfony-contribution-skills symfony.com IA skills for contributing to the Symfony framework & related packages 6 Codex, Gemini CLI, OpenCode 2 1,042 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok
mzored/init-deep AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,843 tok
greglas75/zuvo zuvo.dev Auto-activating, multi-agent skill ecosystem for Claude Code, Codex, and Cursor. 51 skills 6 Claude Code, Codex, Gemini CLI, OpenCode 3 5,672 tok
krimto-labs/krimto krimto.com Open-source team memory layer for AI coding agents — markdown files in git, user→team→org 6 Claude Code, Codex, Gemini CLI, OpenCode 3 915 tok
nayasuda/phantom-template 🕵️ Multi-agent AI system template powered by Gemini CLI — automate daily ops with 10 spec 6 Claude Code, Gemini CLI 11
louisbrulenaudet/bodyboard Canonical instructions for coding assistants from a single AGENTS.md ✨ 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,604 tok