How real projects configure their agents

23,614 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
weise25/LocalSite-ai Generate Web Pages and Components with text prompts, with Local Models. (or Cloud Models, 399 Codex, OpenCode 1 1,777 tok
Tiberriver256/mcp-server-azure-devops An MCP server for Azure DevOps 399 Claude Code, Codex, GitHub Copilot, OpenCode 19 2,652 tok
atilladeniz/Kubeli kubeli.dev A modern Kubernetes GUI management desktop app for macOS & Windows. Multi-cluster support, 399 Claude Code, Codex, OpenCode 28 2,092 tok
moov-io/awesome-fintech A curated collection of open source fintech libraries for payments, banking, and financial 399 Codex, OpenCode 1 148 tok
elliottdehn/open-jobs ~3M live jobs from 36 ATS, enriched with LLM-extracted fields + embeddings, released CC0. 399 Claude Code, Codex, OpenCode 2 5,892 tok
Zaki-1052/GPTPortal localhost A feature-rich portal to chat with GPT-4, Claude, Gemini, Mistral, & OpenAI Assistant APIs 398 Codex, OpenCode 1 721 tok
karmacircleCommunity/KarmaCircle ngoworld.org A platform to connect and support NGOs, charities and you to build a better tomorrow. 398 Claude Code, Codex, OpenCode 5 6,883 tok
LeoKemp223/NextBoard An AI Agent for PCB design solutions for hardware products. The Agent automatically confir 398 Claude Code, Codex, OpenCode 2 885 tok
cinience/alicloud-skills alibaba cloud skills,qwen ,wan and all skills 397 Codex, OpenCode 1 779 tok
agent-tower/core The command center for AI agents such as Claude Code, Codex, and Gemini-Cli, making your a 397 Claude Code, Codex, OpenCode 6 1,755 tok
mcneel/RhinoAI mcneel.github.io AI features for Rhino 397 Claude Code, Codex, OpenCode 2 439 tok
raulvidis/openclaw-multi-agent-kit Production-tested templates for deploying multi-agent AI teams on OpenClaw with Telegram s 396 Claude Code, Codex, OpenCode 2 479 tok
ergrelet/windiff windiff.vercel.app Tool that allows comparing symbol, type and syscall information of Microsoft Windows binar 396 Claude Code, Codex, OpenCode 2 1,717 tok
cellebrite-labs/ghidra-rpc A Ghidra agentic reverse engineering skill. 396 Claude Code, Codex, OpenCode 2 6,678 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 395 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
modernweb-dev/rocket rocket.modern-web.dev The modern web setup for static sites with a sprinkle of JavaScript 395 Claude Code, Codex, OpenCode 18 53 tok
MinghuiChen43/awesome-trustworthy-deep-learning A curated list of trustworthy deep learning papers. Continually updating... 395 Codex, OpenCode 1 1,925 tok
Arenukvern/mcp_flutter docs.page MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - 395 Claude Code, Codex, OpenCode 2 1,356 tok
Cocolalilal/LastChat A Fork of Rikkahub with an overhauled UI and feature additions 395 Claude Code, Codex, OpenCode 5 9,274 tok
qaml-ai/camelAI camelAI — an AI coding assistant platform built on Cloudflare Workers and Durable Objects 394 Claude Code, Codex, OpenCode 7 12,856 tok
wot-ui/wot-starter starter.wot-ui.cn 🍀 A uni-app quick-start project deeply integrating the Wot UI component library based on 394 Claude Code, Codex, OpenCode 2 654 tok
moollaza/repo-remover reporemover.xyz A web app that helps you archive and delete old/unused repos, quickly and easily. 393 Claude Code, Codex, OpenCode 2 1,541 tok
djfksjd/ir-search 🇰🇷 Korean government support program comprehensive research agent Skill [supports Claude 393 Claude Code, Codex, OpenCode 3 588 tok
librefang/librefang librefang.ai LibreFang is an open-source agent operating system written in Rust. Live demo: https://fly 393 Claude Code, Codex, OpenCode 5 8,712 tok
OpenSource03/harnss harnss.app Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent acc 393 Claude Code, Codex, OpenCode 11 16,927 tok
potatoqualitee/kbupdate 🛡 KB Viewer, Saver, Installer and Uninstaller 393 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,046 tok
longbridge/gpui-fast GPUI extracted from the Zed monorepo as a standalone workspace, with the layout engine rew 393 Claude Code, Codex, OpenCode 3 1,128 tok
devforth/adminforth adminforth.dev Admin panels for humans and AI agents. Let agents search, update, and act on your data thr 392 Codex, OpenCode 1 1,710 tok
rawwerks/ypi ypi.sh A recursive coding agent inpired by RLMs 392 Codex, OpenCode 1 5,026 tok
disler/agent-sandbox-skill An agent skill for managing isolated execution environments 392 Claude Code, Codex, Gemini CLI, OpenCode 3 230 tok
Leask/Tabminal leaskh.com Tab(ter)minal, a Cloud-Native terminal and ACP agent workspace for desktop, tablet, and ph 392 Codex, OpenCode 1 3,412 tok
fzy2012/rhzl-Agentic-Design-Patterns-cn adpc.ruhang365.cn Agent design patterns 392 Claude Code, Codex, Cursor, OpenCode 3 4,386 tok
qiannianhuanxiang/DSHA Run DeepSeek Harness on your phone without ROOT or Termux. Full Ubuntu environment + proot 392 Codex, OpenCode 1 1,576 tok
danjdewhurst/story-skills npmjs.com Agent Skills for end-to-end story writing in markdown, packaged as Codex and Claude Code p 392 Claude Code, Codex, OpenCode 2 3,824 tok
oculus-samples/Unity-Movement Body, Eye and Face Tracking code sample. 391 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,072 tok
yan5xu/codexloom Turn Codex threads into an organization of long-lived domain agents. 391 Codex, OpenCode 1 934 tok
SII-Holos/synergy synergy.holosai.io A next-generation general-purpose agent for the Open Agentic Web. 390 Codex, OpenCode 1 2,912 tok
labsai/EDDI eddi.technology Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestr 390 Claude Code, Codex, OpenCode 3 14,788 tok
BlockRunAI/blockrun-mcp npmjs.com Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x 389 Claude Code, Codex, OpenCode 2 564 tok
paralleldrive/aidd The standard framework for AI Driven Development 389 Codex, OpenCode 1 464 tok
abap2UI5/abap2UI5 abap2ui5.org Build UI5 Apps Purely in ABAP 389 Claude Code, Codex, OpenCode 7 8,134 tok
leeguooooo/claude-code-usage-bar pypi.org Lightweight Claude Code statusLine: 5h/7d rate-limit usage, reset countdowns, model + cont 389 Codex, OpenCode 1 961 tok
icysaintdx/OpenCode-Config-Manager OpenCode Config Manager (OCCM) is a visual configuration management tool specifically desi 388 Codex, OpenCode 1 1,325 tok
sudoskys/telegramify-markdown 🪄 Markdown To Telegram MarkdownV2 Converter Python| No more worrying about formatting. 388 Codex, OpenCode 1 775 tok
mvilanova/intervals-mcp-server Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.i 388 Codex, OpenCode 1 292 tok
design-sparx/mantine-analytics-dashboard mantine-analytics-dashboard.netlify.app A free, open source, Next 16, React 18 admin dashboard template created using Mantine 8 387 Claude Code, Codex, OpenCode 2 2,085 tok
leiting-eric/DailyBrief leiting-eric.github.io Daily AI news briefings · GitHub trending + X trending articles + market technical analysi 387 Claude Code, Codex, OpenCode 2 1,642 tok
NanmiCoder/open-image-prompts Open, local-first visual prompt archive with traceable prompt-image references and install 387 Codex, OpenCode 1 1,585 tok
Weaverse/pilot pilot.weaverse.dev A fully-featured Shopify Hydrogen theme crafted to help you launch modern, high-performing 387 Claude Code, Codex, OpenCode 2 4,849 tok
XMihura/Kanvas Manage projects visually with humans and AI agents 387 Claude Code, Codex, OpenCode 2 1,354 tok