How real projects configure their agents

2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
MidnightDarling/collate Chinese-language literature OCR proofreading and reading pipeline for historical researche 8 Claude Code, Codex, Gemini CLI, OpenCode 2 9,613 tok
cekura-ai/cekura-skills Claude Plug-Ins & Skills for Cekura 8 Claude Code, Gemini CLI 2 16,084 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 15,123 tok
essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 373 tok
TyrusRC/praetor Agentic pentest & red-team harness via Burp Suite MCP toolkit 8 Claude Code, Codex, Gemini CLI, OpenCode 8 12,377 tok
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 2,274 tok
itallstartedwithaidea/gemini-cli-googleadsagent googleadsagent.ai Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, 8 Claude Code, Gemini CLI 24 1,084 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
NITISH-R-G/hackerrank-orchestrate-skills hackerrank.com Unofficial community toolkit for HackerRank Orchestrate: 8 agent skills (Claude Code, Code 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 736 tok
spacefast/plugins Official Spacefast plugins for AI coding assistants. 8 Gemini CLI 1 261 tok
FluxonLab/Skillry fluxonlab.com Installable, permission-bounded, multi-platform agent skills & subagents for Claude Code, 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,357 tok
tambo-labs/charming-mcp usecharming.com Charming MCP server — generate and host interactive web apps via MCP 8 Codex, Gemini CLI, OpenCode 2 2,759 tok
TheBestCo/bestprice-mcp bestprice.gr Official BestPrice MCP and WebMCP for shopping decisions, product search, offer comparison 8 Claude Code, Gemini CLI 2 341 tok
OakNinja/MakeMe Makefiles not war 8 Gemini CLI 1 390 tok
rebel0789/Memory-Recall npmjs.com Local-first repo memory and context for coding agents. 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,717 tok
supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,264 tok
brambora69123/electrical-age-rewired A port of the classic Minecraft mod. Introducing, Electrical Age: Re-Wired! 8 Gemini CLI 1 964 tok
Kuniwak/puml-parallel Composing multiple PlantUML state diagrams in parallel with synchronization events 8 Claude Code, Codex, Gemini CLI, OpenCode 4 8 tok
jleechanorg/agent-orchestrator-ts composio.dev Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonom 8 Claude Code, Codex, Gemini CLI, OpenCode 16 11,011 tok
SailfinIO/sailfin sfn.dev Self-hosted systems programming langauge with an effect system and compile-time capability 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 42 11,248 tok
sempods/sempods-kotlin sempods.org sempods reference implementation for the JVM — pod server, identity service, hosted MCP, c 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 5,174 tok
snapsynapse/skill-provenance skillprovenance.dev Version identity and integrity verification for Agent Skills. Tracks versions, detects sta 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,382 tok
NEXPACE-Limited/msu-skills nexpace-limited.github.io Agent Skills for MapleStory Universe — a SKILL.md catalog for MSU builders. Works with Cla 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,957 tok
normalled/apijack Generate full-featured CLIs with workflow automation from any OpenAPI spec 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,648 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
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
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
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,376 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 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
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
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
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
ABTdomain/domainkits-mcp domainkits.com Domain intelligence through MCP. Turn Claude, GPT, Gemini into domain agents. Search newly 7 Gemini CLI 1 1,463 tok
Wolfe-Jam/faf-mcp faf.one Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 29 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,473 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
rootcastleco/rei-skills rootcastleco.github.io The engineering-grade skill layer for AI agents. 895 validated skills, 21 AI adapters, wor 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,969 tok
greglas75/zuvo zuvo.dev Auto-activating, multi-agent skill ecosystem for Claude Code, Codex, and Cursor. 51 skills 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,205 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
krimto-labs/krimto krimto.com Open-source team memory layer for AI coding agents — markdown files in git, user→team→org 7 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 7 Claude Code, Gemini CLI 11 —
mabelisle/omni-cli Omni-CLI: The ultimate AI CLI wrapper. Run Google Gemini, OpenAI Codex, GitHub Copilot, An 7 Codex, Gemini CLI, OpenCode 2 5,937 tok
nomanr/driftx driftx.nomanr.com Eyes and hands for agentic mobile development 7 Gemini CLI 1 16 tok