23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 3,370 tok |
| wangweiwei/auto-cr auto-cr: a lightning-fast SWC-powered code review toolkit—CLI + extensible rule SDK—to sur | 20 | Codex, OpenCode | 1 | 769 tok |
| AndreaBozzo/dataprof andreabozzo.github.io High-performance data profiling & quality assessment for CSV, JSON, Parquet, pandas, polar | 20 | Claude Code, Codex, OpenCode | 4 | 1,314 tok |
| dingshuxin353/acp Agent Communication Protocol - a message format standard for efficient communication betwe | 20 | Claude Code, Codex, OpenCode | 2 | 1,652 tok |
| zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're | 20 | Claude Code, Codex, OpenCode | 10 | 1,562 tok |
| DailybotHQ/deepworkplan-skill deepworkplan.com Turn any repo AI-first and run resumable, multi-hour Deep Work Plans. An installable agent | 20 | Claude Code, Codex, OpenCode | 2 | 7,570 tok |
| pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,293 tok |
| Rockielab/rockie-codex Autonomous AI research harness for OpenAI Codex CLI. Sibling to rockie-claude (Claude Code | 20 | Codex, OpenCode | 1 | 905 tok |
| dirien/yet-another-agent-harness dirien.github.io A Go agent harness for Claude Code — runtime hooks, MCP server, session tracking, middlewa | 20 | Claude Code, Codex, Gemini CLI, OpenCode | 71 | 2,374 tok |
| Quinoto-Tech/QuinotoSpec QuinotoSpec: Framework de Desarrollo Agéntico Guiado por IA. Metodología "Proposal-First" | 20 | Codex, OpenCode | 1 | 3,529 tok |
| jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. | 20 | Claude Code, Codex, OpenCode | 2 | 2,711 tok |
| thirawat27/Ruvyxa npmjs.com Ruvyxa is a production-minded web framework built around clarity, speed, and control. It k | 20 | Claude Code, Codex, OpenCode | 2 | 15,806 tok |
| lisitan/writing-team-workbench | 20 | Claude Code, Codex, OpenCode | 15 | 3,299 tok |
| numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor | 20 | Claude Code, Codex, OpenCode | 2 | 4,366 tok |
| barseghyanartur/fake.py pypi.org Minimalistic, standalone alternative fake data generator with no dependencies | 20 | Claude Code, Codex, OpenCode | 2 | 3,382 tok |
| AndyUneducated/alchemy | 20 | Codex, OpenCode | 1 | 138 tok |
| imqueue/cli imqueue.org CLI for @imqueue — scaffold Redis-RPC microservices, generate typed clients, and manage a | 20 | Codex, OpenCode | 1 | 2,991 tok |
| UM-ARK/UM-All-Frontend umall.one An all-in-one campus information and tools app for everyone at the University of Macau—ARK | 20 | Codex, OpenCode | 1 | 674 tok |
| phodal/harness-engineering Harness Engineering: Turning AI-generated code into verifiable, controllable, and producti | 20 | Codex, OpenCode | 1 | 243 tok |
| xihuai18/claude-code-mcp Make Claude Code serve as a MCP server with minimal tools. | 20 | Codex, OpenCode | 1 | 3,078 tok |
| OpenCompanyApp/kosmokrator AI coding agent for the terminal — PHP 8.4, Symfony TUI, mythology-themed | 20 | Claude Code, Codex, OpenCode | 2 | 4,943 tok |
| officialzeroxyz/zero-plugins | 20 | Claude Code, Codex, OpenCode | 2 | 519 tok |
| linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 7,441 tok |
| Electro-resonance/LLM-WIKI-MCP LLM Wiki MCP – the local‑first Markdown knowledge‑base with both MCP and CLI | 20 | Claude Code, Codex, OpenCode | 2 | 276 tok |
| goodguy1963/Copilot-Cockpit Copilot Cockpit is the kanban board system for AI work in VS Code: planning and triage, ex | 20 | Claude Code, Codex, GitHub Copilot | 17 | 142 tok |
| rustfs/launcher rustfs cross-platform launcher | 20 | Codex, Gemini CLI, OpenCode | 2 | 1,799 tok |
| liamqma/sanmou-yanwu sanmou-yanwu.pages.dev | 20 | Claude Code, Codex, OpenCode | 10 | 416 tok |
| mullionlabs/mullion-ts mullion-demo-helpdesk.vercel.app Type-safe LLM context management for TypeScript | 20 | Claude Code, Codex, OpenCode | 2 | 4,227 tok |
| frostney/GocciaScript A drop of JavaScript — a JavaScript engine and sandbox-first ECMAScript runtime implemente | 20 | Claude Code, Codex, OpenCode | 28 | 1,406 tok |
| B3Pay/ic-reactor ic-reactor.b3pay.net IC-Reactor: A suite of JavaScript libraries for seamless frontend development on the Inter | 20 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 7,164 tok |
| TheMattBerman/openclaw-100k-posts-kit OpenClaw-native content pipeline for turning performance signal into publishable ideas. | 20 | Codex, OpenCode | 1 | 328 tok |
| jianxcao/qbittorrent-web A modern, feature-rich web interface for qBittorrent client management | 20 | Claude Code, Codex, OpenCode | 4 | 1,999 tok |
| Salakar/pluto mike.diarmid.me A remarkable way to Flutter. | 20 | Codex, OpenCode | 1 | 4,796 tok |
| OmoriRay/Pixora Windows 10/11 x64 image viewer supporting browsing large directories, fast search, and saf | 20 | Codex, OpenCode | 1 | 2,106 tok |
| dvoraknc/heatherbot Fully local, persona-driven AI companion bot for Telegram (Telethon) with optional Discord | 20 | Codex, OpenCode | 1 | 4,021 tok |
| nguyenvanduocit/research-kit 💫 Toolkit to help you get started with Spec-Driven Research | 20 | Claude Code, Codex, OpenCode | 2 | 6,040 tok |
| GermanDZ/ai-guided-project A template to init other projects to be developed using AI agents | 20 | Claude Code, Codex, OpenCode | 2 | 2,162 tok |
| footprintjs/footPrint footprintjs.github.io The flowchart pattern for backend code — self-explainable systems that AI can reason about | 20 | Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf | 4 | 18,298 tok |
| unicorn-plugins/npd A plugin that supports the entire process of planning, designing, developing, and deployin | 20 | Claude Code, Codex, OpenCode | 3 | 241 tok |
| DiegoFleitas/letterboxd-movie-justwatch movie-justwatch.fly.dev Scan a Letterboxd watchlist and see what's streaming in your country. Without JustWatch re | 20 | Claude Code, Codex, OpenCode | 3 | 4,360 tok |
| OrionUE/Orion_FreeEdition orionue.com | 20 | Claude Code, Codex, OpenCode | 60 | 982 tok |
| shuxueshuxue/ccm-orchestra Manage interactive Claude Code agents in tmux and coordinate visible collaboration and han | 20 | Codex, OpenCode | 1 | 1,331 tok |
| T-Auto/CAC-final-test Benchmark for Evaluating the Performance of Natural Language Models and Agents / Benchmark | 20 | Claude Code, Codex, OpenCode | 4 | 2,001 tok |
| StudioVibi/VibiNet | 20 | Codex, OpenCode | 1 | 2,250 tok |
| jumppad-labs/spektacular spektacular.dev Spec-driven development for AI coding agents. Spektacular helps you to generate specificat | 20 | Claude Code, Codex, OpenCode | 3 | 3,022 tok |
| Fail-Safe/Noema noemacortex.com The intentional memory layer for your AI agents. | 20 | Codex, OpenCode | 1 | 791 tok |
| analyticalmonk/explain-this An agentic skills framework for creating interactive HTML explainers for a topic, document | 20 | Claude Code, Codex, OpenCode | 2 | 2,005 tok |
| martinemde/skillet 🍳 Run SKILLs as Shell Scripts. Cook with Claude without the mess. | 20 | Claude Code, Codex, OpenCode | 2 | 1,013 tok |
| mshadmanrahman/pm-pilot Product management skills for Claude Code. 8 plugins, 35 skills, one-line install. Custome | 20 | Claude Code, Codex, OpenCode | 2 | 1,203 tok |
| whyiyhw/seek seek.whyiyhw.com Not just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, | 20 | Claude Code, Codex, OpenCode | 2 | 9,968 tok |