How real projects configure their agents

32,117 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Ramilito/kubectl.nvim ⎈ Streamline your Kubernetes management within Neovim—control and monitor your cluster sea 537 Claude Code 14 1,542 tok
tzachbon/smart-ralph Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum l 536 Claude Code, Codex, OpenCode 3 1,911 tok
Dimillian/IcySky A BlueSky Client. TBD. 535 Claude Code 1 2,696 tok
agnt-gg/agnt agnt.gg The local-first operating system for building, running, and improving AI agents, workflows 535 Claude Code 1 4,841 tok
deerwork-ai/deer-workflow deerwork-ai.github.io An open-source graph engineering runtime that keeps orchestration in TypeScript and delega 535 Claude Code, Codex, OpenCode 2 4,147 tok
Abilityai/trinity ability.ai Self-hosted AI Agents Platform supporting Claude Code, Codex, Gemini agents. Apache 2.0. 535 Claude Code, Codex, OpenCode 2 8,414 tok
ioniks/MarkdownTaskManager Local-first Kanban task manager 534 Claude Code 1
evolution-foundation/evo-nexus openclaude.evolutionfoundation.com.br The open source operating system for AI-powered businesses 533 Claude Code 5
AAAAAAAJ/slides slides generates prompts for various expression styles 533 Claude Code 1 782 tok
butterbase-ai/butterbase-skills Plugin for Butterbase.ai 533 Claude Code 1 3,437 tok
ArtemXTech/personal-os-skills lab.artemzhutov.com Claude Code skills for Obsidian | Claude Code x Obsidian Lab starts May 5 533 Claude Code 1 449 tok
chorus-codes/chorus chorus.codes Multi-LLM peer review for code decisions. Bring your own CLI; Chorus convenes 2-4 other LL 531 Claude Code, Codex, OpenCode 2 79 tok
wbh604/fund-guy-skill wbh604.github.io Oops, I’m surrounded by gay men! So people may ask: “Streamer, is there a simple and easy 531 Claude Code, Codex, OpenCode 3 843 tok
shivprime94/file-itr 529 Claude Code, Codex, OpenCode 2 539 tok
8beeeaaat/touchdesigner-mcp npmjs.com MCP server for TouchDesigner 529 Claude Code, Codex, OpenCode 9 2,772 tok
Shpigford/nurb nurb.dev Agentic CAD for 3D printing 529 Claude Code, Codex, OpenCode 5 4,129 tok
truecourse-ai/truecourse truecourse.dev AI-powered architecture analysis and code intelligence. Detects circular deps, layer viola 528 Claude Code, Codex, OpenCode 2 9,004 tok
ehmo/platform-design-skills Platform design skill pack: 300+ rules for Apple HIG, Material Design 3, and WCAG 2.2 acro 526 Claude Code, Codex, OpenCode 2 218 tok
jaylfc/taOS taos.my Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, of 526 Claude Code, Codex, OpenCode 4 277 tok
askalf/dario npmjs.com Use your Claude and ChatGPT subscriptions in Cursor, Cline, Aider, Claude Code and the Age 526 Claude Code 1 634 tok
yashmulgaonkar/FlightScnr_Pi Desktop flight and marine radar: a real-time aircraft and marine vessel tracker powered by 526 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,865 tok
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 525 Claude Code, Codex, Gemini CLI, OpenCode 11 7,929 tok
NVIDIA/cosmos-framework Our inference and training framework to run on the Cosmos Models 525 Claude Code, Codex, OpenCode 6 1,920 tok
firstintent/ccteam ccteam turns the coding agents you already run (Claude Code, Codex, Grok, DeepSeek Harness 525 Claude Code, Codex, OpenCode 3 7,466 tok
transilienceai/communitytools transilience.ai Open-source Claude Code skills, agents, and slash commands for AI-powered penetration test 524 Claude Code 2 1,060 tok
nirholas/XActions xactions.app ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/G 524 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 8,439 tok
GMGNAI/gmgn-skills gmgn.ai GMGN OpenAPI skills for AI Agent — query tokens, wallets, and market data, and execute on- 524 Claude Code 1 3,155 tok
nodetool-ai/nodetool nodetool.ai Agent-first Creative Workspace 522 Claude Code, Codex, GitHub Copilot, OpenCode 51 12,736 tok
vanzan01/claude-code-sub-agent-collective 🧠 Context Engineering Research - Not just another agent collection, but using research 521 Claude Code 1 2,366 tok
msitarzewski/agency-agents-app agencyagents.app Agency Agents is a small, native app for browsing, installing, and tracking the agent pers 521 Claude Code, Codex, OpenCode 2 8,527 tok
CodeGuide-dev/codeguide-starter-lite 520 Claude Code 1 2,843 tok
esbmc/esbmc esbmc.org The efficient SMT-based context-bounded model checker (ESBMC) 520 Claude Code, Codex, GitHub Copilot, OpenCode 5 8,979 tok
anyproto/anytype-mcp npmjs.com An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and 520 Claude Code 1 742 tok
EmadBeltaje/flutter_getx_template Create flutter project with all needed configuration in two minutes (theme, localization, 517 Claude Code, Codex 8
meleantonio/ChernyCode 517 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
Piebald-AI/claude-code-lsps reddit.com Claude Code Plugin Marketplace with LSP servers 517 Claude Code 1 837 tok
alex-ilgayev/MCPSpy MCP Monitoring with eBPF 516 Claude Code, Cursor 8 56 tok
wataru-maeda/react-native-boilerplate Production-ready React Native boilerplate for iOS, Android, and Web with Expo SDK 54, R 516 Claude Code 1 1,769 tok
muthuishere/mcp-server-bash-sdk examples.deemwar.com MCP server SDK/example implemented entirely in bash — build a Model Context Protocol serve 515 Claude Code 13 2,713 tok
rsmdt/the-startup r16t.com The Agentic Startup - A collection of Claude Code commands, skills, and agents. 515 Claude Code, Codex, OpenCode 2 1,940 tok
mco-org/mco CLI-first orchestration for AI coding agents: run selected agents and models in parallel, 515 Claude Code, Codex, OpenCode 2 5,782 tok
HarryYangthu/MARS-Multi-Agent-Research-System 515 Claude Code, Codex, OpenCode 2 4,533 tok
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 514 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
paulrobello/claude-office Real-time pixel art office simulation that visualizes Claude Code operations 513 Claude Code, Codex, OpenCode 5 742 tok
Jiang59991/ginger_wechat_portrait WeChat chat history analyzer — runs in Claude Code, generates dual-user visualization + AI 512 Claude Code 1
aviator-co/av aviator.co A command line tool to manage stacked PRs with Aviator 511 Claude Code 1 1,531 tok
joelhooks/opencode-config Personal OpenCode configuration - commands, tools, agents, knowledge 511 Claude Code, Codex, OpenCode 2 1,137 tok
VILA-Lab/FigMirror arxiv.org An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style. 510 Claude Code 15
antgroup/vsag vsag.io vsag is a vector indexing library used for similarity search. 510 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,446 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 509 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,028 tok