How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
instantcms-dev/instantcms-mcp npmjs.com MCP Server - AI assistant for InstantCMS development 12 Claude Code, Codex, OpenCode 2 858 tok
Coding-Dev-Tools/rtk-improved Universal RTK token optimization integration for all 13 supported AI coding agents 12 Codex, OpenCode 1 725 tok
aoagents/ReverbCode 12 Claude Code, Codex, OpenCode 2 2,125 tok
thecolab-ai/the-for-good-project thecolab.ai An open research commons where people and AI agents work together to solve New Zealand's b 12 Claude Code, Codex, OpenCode 5 5,231 tok
ils15/pantheon-legacy 14 specialized AI agents for TDD-driven developmen 12 Claude Code, Codex, OpenCode 3 1,534 tok
coredo-eu/codex-agent-config Codex instructions and native specialist agent profiles for delegating, verifying, and rec 12 Codex, OpenCode 1 4,313 tok
RuBiCK/ynab-sqlite-export Dump your entire YNAB account into a local SQLite file. Zero dependencies, incremental syn 12 Claude Code, Codex, OpenCode 2 293 tok
xiankq/cesium-mvt xiankq.github.io Experimental high-performance MVT renderer for Cesium 1.140.0 (Buffer*Collection + MapLibr 12 Codex, OpenCode 1 685 tok
ag2ai/ag2-skills Agent Skills for AG2 developers 12 Claude Code, Codex, OpenCode 2 1,526 tok
lgrammel/app-launcher Hackable app launcher base for MacOS 12 Codex, OpenCode 1 210 tok
tjcoder-labs/cli tjcoder.com Terminal-first research harness exploring generative UIs and model-directed presentation a 12 Codex, OpenCode 1 1,269 tok
Rothschildiuk/context-pack Compact CLI that turns a repository into a high-signal context bundle for coding agents. 12 Codex, OpenCode 1 473 tok
bo0tzz/pgmqtt Stateless and scalable MQTT broker backed by Postgres 12 Codex, OpenCode 1 2,080 tok
RZX00/deepseek-harness-desktop DeepSeek Harness with a Windows desktop build: an Electron shell over the dsh web profile, 12 Claude Code, Codex, OpenCode 13 3,562 tok
celinval/snapcrab celinval.github.io Experimental Rust interpreter 12 Claude Code, Codex, OpenCode 2 2,224 tok
eaopen/eap-boot An open enterprise application platform that integrates various open-source projects as a 12 Claude Code, Codex, OpenCode 2 769 tok
RuochenLyu/run-shelf A local macOS script management tool for running, scheduling, and troubleshooting Shell sc 12 Codex, OpenCode 1 206 tok
alexandre-schaffner/revv Revv is an AI-powered code review desktop application. It's a Tauri v2 desktop app with a 12 Claude Code, Codex, OpenCode 2 11,338 tok
pasunboneleve/oiticica-style A century-old style manual, converted into a taxonomy of agentic writing skills. 12 Claude Code, Codex, OpenCode 5 800 tok
jeweis/mcpcat mcp 12 Claude Code, Codex, OpenCode 2 2,012 tok
TokenDanceLab/AgentHub hub.tokendancelab.com IM-native multi-agent collaboration platform — @mention Claude Code, Codex, OpenCode like 12 Codex, OpenCode 1 2,466 tok
mathruffian-dot/rdq-skill-chatgpt-app RDQ Method — ChatGPT App edition: producing verifiable specification cards through four-qu 12 Codex, OpenCode 1 540 tok
netresearch/typo3-extension-upgrade-skill Agent Skill for systematically upgrading TYPO3 extensions to newer LTS versions | Claude C 12 Codex, OpenCode 1 794 tok
efremidze/swift-patterns-skill Modern Swift/SwiftUI Best Practices (Agent Skills) 12 Codex, OpenCode 1 1,145 tok
ivan-magda/mobile-design-skills Mobile design skills for iOS (Liquid Glass) and Android (M3 Expressive) that help AI agent 12 Claude Code, Codex, OpenCode 2 274 tok
microsoft/entrabot microsoft.github.io Give a device-local AI agent its own Microsoft Entra identity. Reference implementation fo 12 Claude Code, Codex, OpenCode 7 5,556 tok
unknowbug/qlens QLens — HDR image viewer (QuickView) + image manager with open tag database (qltag.db) + M 12 Codex, OpenCode 1 987 tok
hannsxpeter/scriveno Spec-driven creative writing, publishing, and translation pipeline for AI coding agents. F 12 Claude Code, Codex, OpenCode 2 7,989 tok
Costumary/gsap-choreography spanthi.com AI coding instructions for scripted GSAP product demo animations — cursor choreography, ti 12 Codex, GitHub Copilot, OpenCode 2 1,274 tok
joshrotenberg/tower-mcp docs.rs Tower-native Model Context Protocol (MCP) implementation 12 Codex, OpenCode 1 402 tok
Aether-Grid/openticker openticker.com OpenTicker is a multi-crate Rust workspace for configurable spot-trading across equities a 12 Codex, OpenCode 1 1,204 tok
hyhmrright/market-sages 13 legendary investors analyzing stocks for you — Buffett to Taleb. Real-time data via web 12 Claude Code, Codex, Gemini CLI, OpenCode 3 1,689 tok
6uclz1/ableton-cli Python CLI to control and inspect Ableton Live via a local Remote Script. 12 Claude Code, Codex, Cursor, OpenCode 3 2,160 tok
ariadoss/superskills hyperion360.com Curated AI skills pack for Claude Code, Codex, Cursor, OpenCode, etc. TDD, debugging, secu 12 Claude Code, Codex, OpenCode 2 3,955 tok
dream-num/univer-sdk-skills docs.univer.ai Developer skills for Univer aimed at AI agents, providing accurate guidance for integratio 12 Codex, OpenCode 1 757 tok
yfge/agent-harness-skills Turn real software repos into agent-ready engineering environments with entrypoints, valid 12 Codex, Gemini CLI, OpenCode 2 561 tok
svngoku/coding-agents-skills svngoku.github.io A curated collection of specialized skills for AI coding agents, designed to enhance agent 12 Codex, OpenCode 1 2,791 tok
Vasallo94/obsidian-mcp-server Vault-native MCP server for Obsidian: let Codex, Claude Code, Hermes, and other agents rea 12 Claude Code, Codex, GitHub Copilot, OpenCode 11 4,340 tok
devag7/linkedin-mcp LinkedIn for AI assistants (MCP) — profiles, people/job/company search, feed & messaging a 12 Codex, OpenCode 1 863 tok
sandraschi/robotics-mcp MCP 3.1 server + Webapp. Yahboom, Dreame, Tdrone, Noetix Bumi collab with shared LIDAR map 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 9 795 tok
google/chrome-enterprise-premium-mcp chromeenterprise.google Reference implementation for a Chrome Enterprise Premium MCP server 12 Codex, Gemini CLI, OpenCode 2 1,021 tok
ifokeev/airbrowser-mcp ifokeev.github.io Undetectable Chrome for AI agents, web scraping, and automation. REST API + MCP server + V 12 Claude Code, Codex, OpenCode 5 2,665 tok
duc01226/EasyPlatform 12 Claude Code, Codex, OpenCode 13 4,338 tok
vladolaru/claude-code-codex-bridge Automatically bridge your local Claude Code setup into Codex so both stay equally effectiv 12 Claude Code, Codex, OpenCode 2 2,842 tok
IvanBBaev/servicenow-mcp-ai ivanbbaev.github.io ServiceNow MCP server with safe AI writes (plan, token, apply, journal, revert), find usag 12 Codex, GitHub Copilot, Gemini CLI, OpenCode 13 8,589 tok
PIXARTSeu/Synapse Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective m 12 Claude Code, Codex, OpenCode 2 7,498 tok
Foysal50x/skills Opinionated Laravel engineering skills for AI coding agents. 12 Claude Code, Codex, OpenCode 2 2,321 tok
robertoecf/adversarial-review Review triad plugin for Claude Code: prompt optimization, adversarial red-team review, pla 12 Codex, OpenCode 1 2,234 tok
adulari/forge forge.adulari.dev Fast, model-agnostic AI coding harness and CLI in Rust — routes every task to the optimal 12 Codex, OpenCode 1 1,274 tok
Looted/kibi looted.github.io Kibi is a requirement-conformance layer for AI coding agents that keeps product intent con 12 Claude Code, Codex, GitHub Copilot, OpenCode 10 2,602 tok