How real projects configure their agents

24,692 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
syahiidkamil/Software-Engineer-AI-Agent-Atlas npmjs.com SWE-ATLAS turns Claude Code into a senior AI software engineer agent: multi-project worksp 405 Claude Code, Codex 38 463 tok
canyonroad/agentsh agentsh.org Execution-Layer Security (ELS) for AI agents — policy-enforced shell with audit. 405 Claude Code, Codex, OpenCode 2 596 tok
dcramer/dex dex.rip Task tracking for Agents 405 Claude Code, Codex, OpenCode 3 485 tok
sonichi/sutando sutando.ai My AI Stand. Realtime by day, rewriting itself by night. Summon my AI superpower. 404 Claude Code, Codex, OpenCode 2 17,439 tok
evilmartians/agent-prism storybook.agent-prism.evilmartians.io React components for visualizing traces from AI agents 404 Claude Code, Codex, GitHub Copilot, OpenCode 5 882 tok
wesammustafa/opencode-primer Master OpenCode, the open-source AI coding agent — setup, agents, skills, plugins, MCP, Ze 404 Codex, OpenCode 1 1,646 tok
MelbourneDeveloper/RestClient.Net The safest way to make REST calls in C# with an MCP Generator 404 Claude Code, Codex, OpenCode 9 1,610 tok
rhesis-ai/rhesis rhesis.ai The collaboration layer for AI teams: domain experts review and annotate agent behavior, e 403 Claude Code, Codex, OpenCode 18 1,614 tok
PlanExeOrg/PlanExe planexe.org Create a plan from a description in minutes 403 Codex, OpenCode 1 1,637 tok
Extelligence-ai/bagel trybagel.com Query robotics, drone, and IoT data in plain English through an MCP server, with an intell 403 Claude Code, Codex, OpenCode 2 1,638 tok
hluaguo/learn-faster-kit AI-powered learning coach with spaced repetition with Claude Code - master any knowledge f 403 Codex, OpenCode 1 700 tok
earthtojake/step.parts step.parts 12,000+ open source STEP parts for your next CAD project 403 Claude Code, Codex, OpenCode 2 2,579 tok
vlln/whale-girl DSH Web GUI desktop pet plugin (QQ pet style): a floating, draggable companion in the bott 403 Codex, OpenCode 1 2,052 tok
mjmirza/app-store-compliance Enterprise App Store and Google Play rejection compliance playbook: rejection maps, mistak 403 Codex, OpenCode 1 2,723 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 402 Claude Code, Codex, OpenCode 3 6,531 tok
wilfredinni/noodle noodlerest.dev A REST Client where the Repository is the Workspace 401 Claude Code, Codex, OpenCode 5 15,420 tok
Context-Engine-AI/Context-Engine context-engine.ai Context-Engine MCP - Agentic Context Compression Suite 400 Codex, Cursor, Gemini CLI 3 630 tok
Pratiyush/llm-wiki LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sess 400 Claude Code, Codex, OpenCode 26 4,278 tok
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