How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
rmpowell77/wxUI C++ header-only library to make declarative UIs for wxWidgets. 72 GitHub Copilot 1 910 tok
moshehbenavraham/Ultimate-Agent-Directory moshehbenavraham.github.io 🤖 The most comprehensive directory of AI agent frameworks, platforms, tools, and resource 72 Claude Code, Codex, Gemini CLI, OpenCode 3 2,625 tok
ilmenit/AltirraSDL Portable version of Altirra - 8bit Atari emulator by Avery Lee 72 Claude Code, Codex, OpenCode 2 5,725 tok
the-omega-institute/automath the-omega-institute.github.io LEAN4 AUTO YOUTUBE LIVING 72 Claude Code 28 1,960 tok
motoya0118/pavlok_CLI_agent A self-harm experiment to see what happens when a CLI agent is made to use Pavlok 72 Codex, OpenCode 9 150 tok
w00ing/seer-skill 72 Codex, OpenCode 1 78 tok
haoaaa-111/taoketong 🎓 Class schedule parsing · Attendance prediction · Skipping-class plans · Feedback-based 71 Claude Code, Codex, OpenCode 2 673 tok
mgorabbani/askdb askdb.dev Give AI agents safe access to your database. 71 Claude Code, Codex, OpenCode 2 404 tok
claude-world/claude-world-studio AI-powered content pipeline: trend discovery → research → social publishing. Built with Cl 71 Claude Code, GitHub Copilot 5 3,037 tok
ukanhaupa/projx npmjs.com Projx — A CLI tool for scaffolding production-grade projects. Pick your stack (FastAPI, Fa 71 Claude Code 1 5,868 tok
opencoredev/openchat osschat.dev An open source ai platform being built for everyone ❤️ 71 Claude Code, Codex, OpenCode 2 3,190 tok
halilural/electron-mcp-server npmjs.com MCP server that lets AI assistants automate, debug and screenshot any Electron app over th 71 Claude Code 1 330 tok
tubecreate/zhiying tubecreate.com ⚡ ZhiYing — Ultimate open-source AI Agents ecosystem collaboration system | Agents Browser 71 Claude Code, Codex 1 —
cortex-works/cortex-scout A unified web extraction and stateful automation engine for AI. Replaces heavy testing fra 71 GitHub Copilot 1 1,394 tok
wunderlabs-dev/claudebin.com claudebin.com Claudebin is a minimalistic tool for publishing and sharing Claude coding sessions 71 Claude Code 1 1,139 tok
csuyincs-creator/fluidglass-ui WebGL fluid glass card interface generator — agent skill + zero-dependency reference imple 71 Codex, OpenCode 1 734 tok
stbenjam/skillsaw skillsaw.org Keep your skills sharp. Intelligence for agent context. 71 Claude Code, Codex, GitHub Copilot, OpenCode 19 17,185 tok
yeet-src/pktscope Wireshark-style terminal packet analyzer on eBPF/TCX — live packet list, protocol detail t 71 Claude Code, Codex, OpenCode 2 7,327 tok
GoogleCloudPlatform/evalbench EvalBench is a flexible framework designed to measure the quality of generative AI (GenAI) 71 Codex, OpenCode 1 2,556 tok
Case211/skill-remnawave-xray Claude Code skill/plugin: Remnawave + Xray Reality/Vision + Caddy selfsteal + mihomo — ref 71 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,844 tok
agentic-ops/real-estate-mcp A Model Context Protocol server for real estate workflows — search, valuation, mortgage ma 71 Claude Code, Codex, OpenCode 2 1,286 tok
catalystbyzoho/agent-skills AI agent skills for Catalyst by Zoho — enables Claude, Gemini, Cursor, Copilot, and Windsu 71 Codex, OpenCode 1 2,468 tok
unisic/unisic unisic.app Screenshot & screen-recorder for Linux. 71 Claude Code, Codex, OpenCode 4 19,446 tok
ningzimu/codex-gpt-image OpenClaw/Claude Code SKILL.md for gpt-image-2 via Codex OAuth, no OPENAI_API_KEY required 71 Codex, OpenCode 1 290 tok
babamba2/superclaude-for-sap sc4sap.dev SuperClaude for SAP — Claude Code plugin for SAP On-Premise S/4HANA ABAP development (24 a 71 Claude Code 1 4,437 tok
longbridge/skills open.longbridge.com 71 Claude Code 1 3,231 tok
VisualxIntelligence/mattpocok-skills 71 Claude Code 1 186 tok
jiang198012/workbuddian obsidian.md Obsidian plugin turning local CodeBuddy CLI or Hermes agent into an in-vault AI chat with 71 Claude Code 1 2,005 tok
yakew7/Fair-Code thefaircode.xyz Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and t 71 Claude Code 1 477 tok
rullerzhou-afk/pet-forge A reusable toolkit for building SVG and APNG desktop pets, with route guides, prompt templ 71 Claude Code 1 723 tok
binggg/Claude-Code-Web-GUI binggg.github.io Browse, view and share your Claude Code sessions - runs entirely in the browser Browse and 71 Claude Code 1 58 tok
karaage0703/mcp-rag-server zenn.dev 71 Claude Code 1 1,274 tok
nitinjain999/platform-skills A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azu 71 Claude Code, GitHub Copilot, Cursor 3 8,537 tok
opencues/opencues opencues.com The open standard for omnipresent AI. Claude Code, OpenCode, Gemini CLI, Shell, Chrome, De 71 Claude Code 1 30,563 tok
bilalnaseer/wsp-wordpress-mcp wspmcp.com WSP MCP - Free WordPress MCP For Connecting AI Coding Agents 71 Claude Code, Codex, OpenCode 2 29,000 tok
khasky/awesome-agents-md One self-contained AGENTS.md with shared rules for AI coding agents: Claude Code, OpenAI C 71 Codex, OpenCode 1 2,228 tok
Echo1LZJY/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: detailed analysis of past exam questions, trans 71 Claude Code, Codex, OpenCode 3 1,380 tok
Synthesys-Lab/assassyn Asynchronous semantics for architectural simulation and synthesis. 71 Claude Code, Codex, Cursor, OpenCode 30 347 tok
Sunwood-ai-labs/SourceSage sunwood-ai-labs.github.io Repository analysis CLI that turns source trees into AI-friendly Markdown documentation. 71 Claude Code, Codex, OpenCode 2 1,850 tok
atopile/nonos 71 Claude Code, GitHub Copilot 2 10,286 tok
AlexanderMattTurner/agent-glovebox A minimal-friction secure experience that lets agents do their work. (beta) 70 Claude Code, Codex, GitHub Copilot, OpenCode 45 2,257 tok
patsnap/mcp patsnap.com MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search 70 Codex 1 —
SebastianElvis/clawpier Desktop app for managing sandboxed OpenClaw and Hermes AI agent instances via Docker. Buil 70 Claude Code 1 2,120 tok
ssdeanx/deep-research-mcp-server deanmachines.com MCP Deep Research Server using Gemini creating a Research AI Agent 70 Cursor 1 10,405 tok
bradleygolden/hexdocs-mcp hexdocs.pm Semantic search for Hex documentation, right in your editor ✨ 70 Claude Code 1 2,253 tok
contentful/skill-kit contentful.github.io TypeScript SDK for building agent skills as typed state machines — define steps, validate 70 Claude Code, Codex, OpenCode 5 2,833 tok
raohwork/forgejo-mcp A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants 70 Claude Code 1 1,480 tok
simion/reviewd Local AI pull request reviewer — review GitHub and BitBucket PRs right from your terminal, 70 Claude Code 1 881 tok
color4-alt/CiteCheck Agent Skill: Check academic paper citations for format, queryability, thematic relevance, 70 Claude Code, Codex, Gemini CLI, OpenCode 3 1,320 tok
storybook-astro/storybook-astro storybook-astro.org 70 Claude Code, Codex, OpenCode 8 8,030 tok