How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
ivangrynenko/cursorrules A set of cursor rules for Cursor AI IDE that support PHP, Python, JavaScript and Drupal-sp 87 Claude Code, Codex, OpenCode 2 4,002 tok
GasStationManager/LeanTool A "code intepreter" for Lean 87 Claude Code 1 1,164 tok
josephgoksu/TaskWing taskwing.app Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Priv 87 Claude Code, Codex, Gemini CLI, OpenCode 3 7,754 tok
kangarooking/tiktok-gen AI-powered digital human video generation platform for TikTok marketing 87 Claude Code, Codex, OpenCode 2 1,563 tok
nishit-g/tokovo tokovo.io AI-native studio for multi-device shows that happen inside phones. 87 Claude Code, Codex, OpenCode 5 1,083 tok
deivid11/obsidian-claude-code-plugin Interactive Claude Code integration for Obsidian 87 Claude Code 1 379 tok
fltman/project-scaffolder 87 Claude Code 8 2,280 tok
ET06731/Memflow 87 Claude Code, Codex, OpenCode 2 2,556 tok
0xSanei/darwinia colab.research.google.com The Self-Evolving Agent Ecosystem — Trading agents that evolve through Darwinian selection 87 Claude Code, Codex, OpenCode 3 1,631 tok
jochne/linuxdo-awesome-skills linuxdo-awesome-skills.tencents.ltd A skills directory published by Linux.do community users. Organized by capabilities, prere 87 Claude Code 1 5,794 tok
dataseeek/MagesticAI Web Cloud-based AI task management and agent orchestration platform 87 Claude Code, Codex, Gemini CLI, OpenCode 3 18,936 tok
denolfe/dotfiles :floppy_disk: dotfiles for macOS - includes zsh, claude, hyper key, global shortcuts, and 87 Claude Code 1 1,736 tok
dereknguyen269/AI-Powered-Coding-Tools Your AI-Powered Coding Tools Best Practices 87 Claude Code 1 338 tok
liwala/sheal liwala.dev self-healing and self-learning loop for coding agents 87 Claude Code, Codex, OpenCode 5 3,229 tok
the-cafe/git-ai-commit pypi.org let AI write your commit messages 87 Claude Code, Cursor 2 617 tok
buildomator/buildomator A structured plan/execute/verify coding workflow for Claude Code: atomic commits, MCP-back 87 Claude Code 1 770 tok
frkdrgt/ferox A blazing-fast PostgreSQL client built in Rust. No Electron. No JVM. No bloat. 87 Claude Code 1 2,906 tok
eight-acres-lab/openmelon pointeight.ai A content-creation agent runtime for reproducible multimodal production — projects, workfl 87 Claude Code, GitHub Copilot 11 2,652 tok
fabio-rovai/brain-in-the-fish Score any document. Prove every claim. 87 Claude Code 1 569 tok
wenshao/codeagents 87 Claude Code, Codex, OpenCode 2 1,526 tok
runxhq/runx runx.ai the governed runtime for agent skill workflows, off the leash but on the record 87 Claude Code, Codex, OpenCode 2 2,909 tok
shepsci/kaggle-skill Complete Kaggle integration plugin/skill for AI coding agents — competition reports, datas 87 Claude Code 2
NetMindAI-Open/NarraNexus A framework for building nexuses of agents -- where intelligence emerges from interaction, 87 Claude Code, Codex, OpenCode 2 8,408 tok
pjwang2022/Monstrare Monstrare — a gate-based workflow layer for AI coding agents. Every non-trivial change is 87 Claude Code, Codex, OpenCode 15 1,227 tok
avivsinai/jenkins-cli GitHub-style CLI for Jenkins — manage contexts, runs, logs, and admin tasks from your term 87 Claude Code, Codex, OpenCode 2 1,116 tok
rohansx/workz The environment engine for agent worktrees - zero-config dep sync + port/DB/compose isolat 87 Claude Code 1 297 tok
AIBiz-Automatyzacje/claude-code-starter 87 Claude Code 46
hamidi-dev/opentab 📊 Browse your AI coding spend in the terminal — OpenCode, Claude Code, Codex & friends 87 Claude Code, Codex, OpenCode 2 890 tok
mloda-ai/mloda mloda.ai mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic. 87 Claude Code, Codex, OpenCode 4 3,556 tok
elevenlabs/cli elevenlabs.io Command Line Interface to interact with ElevenLabs voice agents 87 Claude Code, Codex 2
hyperfx-ai/marketing-skills hyperfx.ai Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creativ 87 Claude Code, Codex, OpenCode 2 5,345 tok
firish/claude_code_vs marketplace.visualstudio.com Bring Claude Code to Visual Studio 2026: A native diff with accept/reject, a live debugger 87 Claude Code 1 12,022 tok
zapier/wade-skills The most frequently used agent skills of Wade Foster, CEO of Zapier 87 Claude Code, Codex, OpenCode 2 746 tok
b0x42/Super-Productivity-MCP MCP server that connects AI assistants to Super Productivity — manage tasks, projects, and 87 Claude Code, Codex, OpenCode 16 684 tok
jieapi/aicode An AI code editor running on Android, with a built-in Linux terminal, AI Agent, and MCP pr 87 Claude Code 1 4,354 tok
tt-11-dd/tether-ai tether-code.xyz Tether Agent 87 Claude Code, Codex, OpenCode 5 695 tok
grarcht/Shuttle Prevent TransactionTooLargeException crashes. For good. A modern Android framework for sa 87 Claude Code, Gemini CLI 2 1,793 tok
GenWaveLLC/svgmaker-mcp svgmaker.io Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamle 87 Claude Code 1
jerichosequitin/metabase-mcp claude.ai A high-performance Model Context Protocol server for AI integration with Metabase analytic 87 Claude Code, Codex, OpenCode 2 602 tok
microsoft/Agents-for-js This repository is for active development of the Microsoft 365 Agent SDK components for Ja 87 Claude Code, GitHub Copilot 2 4,027 tok
Soul-Brews-Studio/arra-oracle-v3 Oracle v2 - MCP Memory Layer with semantic search, philosophy, and knowledge management 87 Claude Code, Codex, OpenCode 17 8,313 tok
Xceptance/neodymium xceptance.com A test automation library based on common other best practice open source libraries. It ad 87 Claude Code, Codex, OpenCode 9 780 tok
geekjourneyx/md2wechat-lite md2wechat.app 📝 md2wechat Lite | Lightweight CLI for formatting Markdown for WeChat Official Accounts, 86 Claude Code, Codex, OpenCode 2 2,525 tok
sandydasari/openacme openacme.org An AI workforce platform: role-specialized agents with multi-provider LLM, MCP, tasks, and 86 Claude Code 2 13,009 tok
anis-marrouchi/shadxn ui.shadxn.com Experimenting with AI our way into the unknown — monorepo: agentx (agentic code generatio 86 Claude Code 1 732 tok
justi/claude-code-project-boundary Claude Code plugin: scope-aware protection — allows destructive ops (rm, mv, chmod) within 86 Claude Code 1 483 tok
linzhe001/Harness-Research 86 Claude Code, Codex 26
s0ld13rr/claude-code-backdoor s0ld13r.kz Backdooring Claude Code via hooks in settings.json. Authorized use only! 86 Claude Code 2
ChanMeng666/echook 🔊 echook — AI-operated audio notifications for Claude Code, Cursor IDE & Codex CLI — 26 h 86 Claude Code, Codex, OpenCode 2 7,488 tok
keboola/mcp-server Model Context Protocol (MCP) Server for the Keboola Platform 86 Claude Code 3 2,459 tok