How real projects configure their agents

44,931 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
denysosadchyi/silposha AI-powered grocery cart automation for Silpo (Ukrainian supermarket) 57 Claude Code 1 2,478 tok
cornellsh/codex-proxy OpenAI Responses API proxy. 57 Codex, OpenCode 1 1,411 tok
CDCgov/cdc-open-viz CDC OpenViz is a library of React packages for data visualization. 57 Codex, OpenCode 1 2,637 tok
levifig/rails-instructions Set of instructions for your favorite AI agent (e.g. Cursor, Copilot, Claude, etc) for a " 57 GitHub Copilot 17 19,227 tok
getgaal/gaal getgaal.com A single CLI to keep your local repositories, AI agent skills, and MCP server configuratio 57 Claude Code, Codex, OpenCode 7 842 tok
gkaria/vibe-learn Learn as your AI coding assistant builds. You can outsource your thinking, but you can't o 57 Claude Code, Codex, OpenCode 2 12,004 tok
Seeed-Projects/Seeed-Jetson-DevelopTool All-in-one desktop toolkit for NVIDIA Jetson: one-click JetPack/L4T firmware flashing, SSH 57 Codex, OpenCode 1 1,667 tok
missuo/mailclaw mailclaw.me Cloudflare Workers email inbox with token-protected API. Catch-all receiving, full-text se 57 Claude Code 1 1,085 tok
nyosegawa/notion-cli CLI wrapper for Remote Notion MCP 57 Claude Code, Codex, OpenCode 2 898 tok
war851/AI-Governance-Architecture toldi.io Claude Code best practices applied to application design. Interactive HLD/LLD visualizatio 57 Claude Code 9 985 tok
theredbluepill/arc-interactive docs.arcprize.org A collection of community game environments for the ARC-AGI-3 benchmark. 57 Codex, OpenCode 1 5,009 tok
uiuing/browser-agent An open-source AI agent for the browser. Bring any model. It plans in the side panel, acts 57 Claude Code, Codex, OpenCode 2 1,865 tok
leemysw/agent-kit Agent Kit is a comprehensive AI agent development framework that integrates Claude Agent S 57 Claude Code, Codex, OpenCode 2 1,462 tok
koobai/blog koobai.com Essays and ramblings about work and life, tinkering notes, plus records of films and shows 57 Codex, OpenCode 1 3,953 tok
sublang-ai/cligent Unified TypeScript SDK for AI agents - Claude Code, Codex, Gemini CLI, OpenCode, and more 57 Claude Code, Codex, OpenCode 2 618 tok
aicoincom/coinos-skills aicoin.com AiCoin crypto toolkit for AI agents — 40+ tools for real-time prices, K-lines, AI analysis 57 Claude Code, Codex, OpenCode 2 5,502 tok
jokull/icelandic-data Data toolkit for Icelandic public data, built around Claude Code 57 Claude Code, Codex, OpenCode 2 8,418 tok
myxiaoao/dujiaoka-next 🦄 Unicorn Card NEXT (automated vending system) — an open-source automation solution for w 57 Claude Code, Codex, OpenCode 2 13,374 tok
dannote/dot-pi Curated Pi package with extensions, skills, prompt shortcuts, and rules 57 Codex, OpenCode 1 972 tok
mjknowles/matrix-mcp-server MCP Server for a Matrix home server integration; chat, manage rooms, etc. 57 Claude Code 1 1,505 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
lucamezzalira/mfe-skills Micro-frontend boundary governance skills for AI coding agents 57 Codex, GitHub Copilot, OpenCode 2 1,193 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
frhscopex/design-skill-os shadowmind.me The elite design intelligence layer for AI agents, synthesized from 10+ legendary design b 57 Claude Code 1 432 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
raphaelchristi/harness-evolver Automated harness evolution for AI agents. A Claude Code plugin that iteratively optimizes 57 Claude Code 1 3,303 tok
markifact/markifact-mcp markifact.com MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad ope 57 Gemini CLI 1 838 tok
eph5xx/tweakidea surfskills.surf Evaluate your startup idea from 1 to 5 57 Claude Code 1 1,182 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
yoelbassin/gr-mcp MCP server for GNU Radio 57 Claude Code 1 1,245 tok
pmprompt/claude-plugin-product-management pmprompt.com claude plugin for product managers 57 Codex, OpenCode 1 196 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
bobmatnyc/mcp-vector-search CLI-first semantic code search with MCP integration. Modern, fast, and intelligent code se 57 Claude Code 1 328 tok
josesiqueira/zotero-watch-folder josesiqueira.github.io Zotero plugin: watch a folder and auto-import PDFs with metadata, dedup, smart rules, and 57 Claude Code 1 4,496 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
taptap/instant-games-open-mcp TapTap mini-game open capabilities MCP 57 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 6,616 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
ifixai-ai/claude-strike Spec-driven Claude Code, dropped into your repo in one command. 57 Claude Code 1 1,879 tok
BeppeTemp/cartographer beppetemp.github.io A shared, git-backed wiki your team's AI agents maintain but can't break — Claude Code, Co 57 Claude Code, Codex, OpenCode 15 2,803 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
EliaAlberti/dcode-agent-kit A Claude Code skill that scaffolds ready-to-run LangChain Deep Agents and dcode CLI agents 56 Claude Code 1 459 tok