How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
dannote/dot-pi Curated Pi package with extensions, skills, prompt shortcuts, and rules 57 Codex, OpenCode 1 972 tok
SquidSec/SquidC5 squidoffense.com Security-first AI-native C5 teamserver (Command · Control · Cognitive · Collaborative · Co 57 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,922 tok
RedHatProductSecurity/prodsec-skills Security skills for AI coding assistants and agentic systems 57 Codex, OpenCode 1 1,360 tok
afx-team/hebb-mind afx-team.github.io Neuroscience-inspired memory framework for AI agents 57 Claude Code, Codex, OpenCode 12 2,518 tok
Podden/openwebui_anthropic_api_manifold_pipe Enhanced Anthropic Message API support for Open WebUI, Caching, files API, code execution, 57 Codex, OpenCode 1 2,221 tok
baphuongna/pi-crew 57 Claude Code, Codex, OpenCode 2 2,834 tok
gptme/gptme-agent-template gptme.org Agent workspace template for gptme. Create persistent autonomous agents that build, learn, 57 Claude Code, Codex, OpenCode 5 2,366 tok
delphicleancode/delphi-spec-kit inovefast.com.br An opinionated ecosystem of rules, skills, and steerings to elevate Delphi development to 57 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,608 tok
acnlabs/OpenPersona openpersona.co OpenPersona — Open four-layer AI persona framework. Create, compose, and orchestrate AI pe 57 Codex, OpenCode 1 10,383 tok
a2aproject/a2a-tck 57 Claude Code, Codex, OpenCode 9 1,476 tok
eko24ive/pi-ask npmjs.com Interactive clarification flows for Pi coding agent 57 Codex, OpenCode 1 824 tok
pmprompt/claude-plugin-product-management pmprompt.com claude plugin for product managers 57 Codex, OpenCode 1 196 tok
grafana/mcp-k6 k6 MCP server 57 Claude Code, Codex, OpenCode 2 2,598 tok
GeiserX/LynxPrompt lynxprompt.com Self-hosted & federated platform for AI IDE/Tools Rules and Commands via WebUI & CLI - Gen 57 Claude Code, Codex, OpenCode 4 3,979 tok
voidsteed/copilot-proxy-api voidsteed.github.io Self-hosted GitHub Copilot bridge for Claude Code and Codex CLI with OpenAI Responses, Ant 57 Claude Code, Codex, OpenCode 2 4,340 tok
xiaolai/cc-suite One plugin to bridge and delegate across Claude Code, Codex CLI, and AGY CLI, etc. — singl 57 Claude Code, Codex, OpenCode 2 3,306 tok
nubbymong/claude-command-center Mission control for Claude Code and Codex: run many agent sessions side by side, each isol 57 Claude Code, Codex, GitHub Copilot, OpenCode 9 5,376 tok
GeneGulanesJr/LaPis 💎 LaPis — Local AI memory for coding agents. Persistent SQLite memory for Pi, Claude Code 57 Claude Code, Codex, OpenCode 1 1,887 tok
savethepolarbears/google-photos-mcp A Model Context Protocol repository for Google Photos API 57 Claude Code, Codex, Gemini CLI, OpenCode 3 2,110 tok
utensils/mold utensils.io CLI-native local AI image and video generation for people, scripts, and agents — CUDA on L 57 Claude Code, Codex, OpenCode 4 3,390 tok
tao12345666333/ankaloop Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tool 57 Codex, OpenCode 1 1,328 tok
getsigit/sigit zed.dev A modular on-device inference coding agent. 57 Claude Code, Codex, OpenCode 8 12 tok
NatLabRockies/openstudio-mcp 57 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,378 tok
IvanMurzak/Unreal-MCP ai-game.dev AI Game Developer for Unreal Engine — MCP plugin (C++ editor plugin + .NET bridge), unreal 57 Codex, OpenCode 1 2,888 tok
javimosch/supercli javimosch.github.io 10,000+ CLI tools. One CLI to access. Zero configuration 57 Claude Code, Codex, OpenCode 23 3,100 tok
Harzva/learn-likecc Claude Code source code reverse-recovery project | Source map reverse engineering · archit 56 Claude Code, Codex, Cursor, OpenCode 15 146 tok
longzhi/clawhive Lightweight, Rust-native AI Agent platform. Security sandbox from day one. 56 Claude Code, Codex, OpenCode 2 3,177 tok
next-open-ai/openclawx a simple openclaw desktop u 56 Codex, OpenCode 1 1,578 tok
xin-lai/CodeSpirit CodeSpirit is a revolutionary full-stack low-code + AI development framework that achieves 56 Claude Code, Codex, Cursor, OpenCode 48 1,352 tok
nclamvn/openclawvn OpenClaw Vietnam Edition - AI Gateway Platform with Vietnamese localization 56 Claude Code, Codex, OpenCode 2 4,390 tok
YeSongYun/openclaw-cn Chinese-localized version of clawdbot-dmxapi 56 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,538 tok
ggonzalez94/defi-cli defi-cli.mintlify.app DeFi CLI for AI Agents 56 Codex, OpenCode 1 3,644 tok
mrvladd-d/memobank Agent-first Memory Bank skill pack for Codex CLI, Claude Code, and similar runtimes. 56 Codex, OpenCode 1 1,109 tok
fenwei-dev/mcp2skill 56 Claude Code, Codex, OpenCode 5 1,198 tok
m9tdev/verrex m9tdev.github.io an Effect-native UI framework where E/R channels survive to compile-time — forget a servic 56 Claude Code, Codex, OpenCode 4 3,950 tok
Silverpeas/Silverpeas-Core silverpeas.org Core API for Silverpeas 56 Claude Code, Codex, OpenCode 2 3,370 tok
atlas-php/atlas atlasphp.org An AI SDK for building agents and tools in Laravel applications 56 Claude Code, Codex, OpenCode 2 4,604 tok
AbdelStark/attnres abdelstark.github.io Rust implementation of Attention Residuals from MoonshotAI/Kimi 56 Claude Code, Codex, OpenCode 2 1,333 tok
Correia-jpv/fucking-awesome-cli-apps 🖥 📊 🕹 🛠 A curated list of command line apps. With up-to-date repository stars⭐ and for 56 Codex, OpenCode 1 40 tok
Xyntopia/taskyon taskyon.space Browser based Interface for Generative AI. Chat/Agent/Taskmanager Hybrid. 56 Codex, OpenCode 1 2,871 tok
Gizele1/harness-init OpenAI harness engineering repo initialization scaffold for agent-first development. Works 56 Claude Code, Codex, OpenCode 2 1,399 tok
x0x0b/codex-launcher plugins.jetbrains.com 🧩 One-click Codex launcher for IntelliJ 56 Codex, OpenCode 1 619 tok
elliottdehn/wam A text language + compiler for LLM-authored low-poly WoW-style characters: mesh, rig, and 56 Claude Code, Codex, OpenCode 2 597 tok
mrjasonroy/cache-components-cache-handler npmjs.com A Nextjs Cache Components Cache Handler 56 Claude Code, Codex, OpenCode 2 1,977 tok
tody-agent/codymaster cody.todyle.com Vibe Coding Framework - Full SaaS Development Team from A-Z with Brain, Self Improvement, 56 Codex, Gemini CLI, OpenCode 2 767 tok
apolloio/apollo-io-cli The Official Apollo.io CLI 56 Claude Code, Codex, OpenCode 2 74 tok
agents-squads/squads-cli agents-squads.com CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your 56 Claude Code, Codex, OpenCode 2 1,229 tok
pydantic/braindump Extract coding rules from PR review comments and generate AGENTS.md files for any GitHub r 56 Claude Code, Codex, OpenCode 2 38 tok
remix-run/remix-website 56 Claude Code, Codex, OpenCode 5 2,236 tok
EveryInc/after-automation-agent-mode Agent Mode companion kit for After Automation 56 Codex, OpenCode 1 796 tok