43,547 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 docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| testdouble/han Han: AI skills and agents for "Solo" product engineers and small teams | 263 | Claude Code | 1 | 7,130 tok |
| zqiren/Orbital Context is yours. Agents are replaceable. Orbital — a project agent that turns your contex | 263 | Claude Code, Codex, OpenCode | 2 | 7,793 tok |
| simion/termic termic.dev Open-source Conductor.build alternative. Runs the real claude/gemini/codex CLIs in real te | 263 | Claude Code, Codex, OpenCode | 4 | 5,747 tok |
| blockcell-labs/blockcell blockcell.dev Blockcell is a self‑evolving agent | 262 | Claude Code | 1 | 522 tok |
| michellzappa/headroom Local-first AI coding quotas and ship status, on your menu bar, iPhone, Watch and an ESP32 | 262 | Claude Code, Codex, OpenCode | 3 | 7,515 tok |
| cloudinary/pycloudinary cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Python or D | 262 | Claude Code, Codex, OpenCode | 2 | 1,331 tok |
| mariuz/flamerobin flamerobin.org FlameRobin is a database administration tool for Firebird RDBMS. Our goal is to build a to | 262 | Claude Code, Codex, GitHub Copilot | 2 | 1,376 tok |
| danielmiessler/Ladder A system for autonomous creation and optimization. | 262 | Claude Code | 1 | 424 tok |
| taichuy/1flowbase 1flowbase.taichuy.com 1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in | 262 | Claude Code, Codex, Gemini CLI, OpenCode | 10 | 1,558 tok |
| jidouqie/redbeacon bytestaff.jiomig.com RedBeacon | Open-source Skill and installation entry point: connects to local clients to a | 262 | Claude Code, Codex, OpenCode | 13 | 1,311 tok |
| krzysztofdudek/ResearcherSkill One file. Your AI coding agent becomes a scientist. 30+ experiments while you sleep. | 262 | Claude Code | 1 | 1,032 tok |
| futantan/agent-skills.md agent-skills.md Find awesome Agent Skills | 262 | Codex, OpenCode | 1 | 583 tok |
| uisato/ableton-mcp-extended Ableton Live MCP (Model Context Protocol) server that allows control directly through AI a | 262 | Claude Code | 1 | — |
| Azure/kimojio-rs A thread-per-core Linux io_uring async runtime for Rust optimized for latency. | 262 | Claude Code, Codex, GitHub Copilot | 2 | 225 tok |
| Finesssee/ProxyPilot Windows-native CLIProxyAPI fork with TUI, system tray, and multi-provider OAuth for AI cod | 261 | Claude Code, Codex, OpenCode | 2 | 1,062 tok |
| ruby-grape/grape-swagger-rails Swagger UI as Rails Engine for grape-swagger gem. | 261 | Claude Code, GitHub Copilot | 2 | 1,422 tok |
| channprj/kmsg channprj.github.io Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages | 261 | Claude Code, Codex, OpenCode | 2 | 582 tok |
| 69gg/Undefined QQ bot platform with cognitive memory architecture and multi-agent Skills, via OneBot V11. | 261 | Claude Code, Codex, OpenCode | 2 | 5,487 tok |
| PatilShreyas/debroid Autonomous, headless Android debugger designed for AI coding agents. Inspect runtime memor | 261 | Codex, OpenCode | 1 | 606 tok |
| shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript | 261 | Claude Code, Codex, OpenCode | 14 | 3,367 tok |
| Qiao-920/claude-desktop-cn Chinese Claude Desktop / Claude Code desktop client: Chinese interface, local Code workspa | 260 | Gemini CLI | 1 | 644 tok |
| zhuzhaoyun/Molio molio.cn A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with | 260 | Claude Code | 1 | 4,452 tok |
| vishakhasadhwani/devops-ai-playbook | 260 | Claude Code | 1 | 64 tok |
| Mizoreww/awesome-claude-code-config Production-ready Claude Code configuration with self-improvement loop, multi-language rule | 259 | Claude Code | 1 | 908 tok |
| quailyquaily/aqua mistermorph.com Aqua, a cli message tool for AI agents | 259 | Codex, OpenCode | 1 | 567 tok |
| onesuper/tui-use tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, de | 259 | Claude Code, Codex, OpenCode | 6 | 218 tok |
| fredrikaverpil/dotfiles | 259 | Claude Code | 2 | 1,928 tok |
| yunshenwuchuxun/latex-paper-skills A modular skill-based framework for writing, revising, and managing LaTeX academic papers | 259 | Codex | 8 | — |
| xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolida | 259 | Claude Code, Codex | 3 | — |
| aws-samples/sample-well-architected-skills-and-steering aws.amazon.com Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Archite | 259 | GitHub Copilot | 1 | 569 tok |
| SepineTam/mcp-for-stata aidea-labs.com A MCP server for integrating Stata into your agent loop with a safety-first design. | 259 | Claude Code | 4 | 1,568 tok |
| hi0001234d/nexpath Local-first AI coding workflow for vibe coders, indie hackers, technical founders and prod | 259 | Claude Code | 1 | 298 tok |
| walaj/svaba Structural variation and indel detection by local assembly | 258 | Claude Code | 1 | 34,473 tok |
| axa-group/oauth2-mock-server npmjs.com A development and test oriented OAuth2 mock server | 258 | Codex, GitHub Copilot, OpenCode | 2 | 2,265 tok |
| shihongDev/evalyn evalyn.dev Evalyn — a lightweight, local-first eval framework for your GenAI app | 258 | Claude Code | 1 | 1,345 tok |
| EvilFreelancer/openapi-to-cli npmjs.com Turns any OpenAPI/Swagger API into an CLI with set of commands. One CLI command per endpoi | 258 | Claude Code, Codex, OpenCode | 2 | 1,059 tok |
| livekit-examples/agent-starter-python docs.livekit.io A complete voice AI starter for LiveKit Agents with Python. | 258 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,175 tok |
| Peiiii/nextclaw nextclaw.io A human-centered long-term AI partner—not a task-centered assistant. | 258 | Claude Code, Codex, OpenCode | 39 | 3,039 tok |
| kayba-ai/recursive-improve kayba.ai 🪞 Make your agents recursively self-improve | 258 | Claude Code, Codex | 3 | — |
| autoclaw-cc/xiaohongshu-mcp-skills xiaohongshu-mcp skills | 258 | Claude Code | 1 | 445 tok |
| h0x91b/dev-3.0 dev3.h0x91b.com Mission control for the One Person Studio — run a fleet of AI coding agents in parallel wi | 258 | Claude Code, Codex, OpenCode | 8 | 12,315 tok |
| lingxi-agent/Lingxi | 257 | Claude Code | 1 | 1,328 tok |
| mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking | 257 | Claude Code, Codex, OpenCode | 2 | 878 tok |
| sidorares/react-x11 sidorares.github.io React renderer with X11 as a target | 257 | Codex, OpenCode | 1 | 24,802 tok |
| ant-design/ant-design-cli ant.design Ant Design on your command line. Query component knowledge, analyze project usage, and g | 257 | Claude Code, Codex, OpenCode | 2 | 4,070 tok |
| ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar | 257 | Claude Code, Codex, OpenCode | 2 | 21,645 tok |
| exosyphon/nvim Neovim Configuration | 257 | Gemini CLI | 1 | 124 tok |
| vinkius-labs/mcpfusion vinkius.com MCP Fusion - The TypeScript framework for secure MCP servers. | 256 | Claude Code | 2 | — |
| dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, | 256 | Claude Code, Codex, OpenCode | 2 | 318 tok |
| mattrobinsonsre/terrapod Open-source Terraform Enterprise replacement | 256 | Codex, OpenCode | 1 | 14,029 tok |