How real projects configure their agents

24,785 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
mandarwagh9/embedist AI-Native Embedded Development Environment 47 Claude Code, Codex, OpenCode 2 1,680 tok
mcpc-tech/dev-inspector-mcp AI-powered visual debugging for your React, Vue, Svelte, SolidJS, Preact & Next.js app via 47 Claude Code, Codex 1 —
sbischoff-ai/pygase A Python package that contains a high-performance, versatile UDP-based game server, client 47 Codex, OpenCode 1 1,067 tok
intent-integrity-chain/kit Intent Integrity Kit - Closing the intent-to-code chasm 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,884 tok
caretive-ai/project-careti careti.ai Careti: Your New AI Patner : Adding Cursor's Flexibility to Cline's Transparency 47 Claude Code, Codex, OpenCode 9 4,135 tok
chriskoch/ngx-renamer AI-powered post-consume script for Paperless NGX that generates high-quality, language-awa 47 Codex, OpenCode 1 3,909 tok
openshift/service-ca-operator Controller to mint and manage serving certificates for Kubernetes services 47 Claude Code, Codex, OpenCode 2 2,623 tok
SpillwaveSolutions/agent_rulez Agent Rulz 47 Claude Code, Codex, OpenCode 26 3,680 tok
galsci/pysm pysm3.readthedocs.io PySM 3: Sky emission simulations for Cosmic Microwave Background experiments 47 Codex, OpenCode 1 1,549 tok
M-Pineapple/Claude-Project-Coordinator glama.ai Swift MCP server for any MCP client (Claude, Cursor...). Tracks Xcode projects, detects fr 47 Claude Code, Codex, OpenCode 2 343 tok
hiroro-work/claude-plugins 47 Claude Code, Codex, Gemini CLI, OpenCode 22 2,439 tok
web3insight-ai/web3insight web3insight.ai Discover, analyze, and connect with Web3 developers. Powered by GitHub data and on-chain a 47 Claude Code, Codex, OpenCode 33 2,344 tok
wunki/dotfiles petar.dev Command-line lovers unite! I'm sharing my dotfiles, so you don't have to be me and spend y 47 Codex, OpenCode 1 266 tok
cbdb-project/cbdb-online-main-server CBDB online system main server 47 Claude Code, Codex, Gemini CLI, OpenCode 4 11,633 tok
contentful/contentful.py Python client for the Contentful Content Delivery API https://www.contentful.com/developer 47 Codex, OpenCode 1 874 tok
saranambiar/hyperframes-video-agent-skills Reusable skills, scripts, and production workflows for agent-led video creation with Hyper 47 Codex, OpenCode 1 398 tok
RegionallyFamous/wp-pinch wp-pinch.com The AI agent plugin that grabs your WordPress site with both claws. 47 Codex, OpenCode 1 3,433 tok
YuqingNicole/variant-design-skill variant-design-skill.vercel.app Open-source agent skill for Codex and Claude Code that turns one design brief into three c 47 Claude Code, Codex, OpenCode 2 2,771 tok
bitovi/convey bitovi.github.io Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs. 47 Claude Code, Codex, GitHub Copilot 21 2,187 tok
konamgil/mandu An open-source framework that prevents AI agents from breaking your codebase. 47 Claude Code, Codex, OpenCode 3 1,442 tok
awf-project/cli awf-project.ai A Go CLI tool for orchestrating AI agents through YAML workflows with determinism and hard 47 Codex, OpenCode 1 5,452 tok
lowtidebuild/public-equity-research Institutional-grade stock research for US and Korean equities — delivered in minutes. 47 Claude Code, Codex, OpenCode 14 11,721 tok
alDuncanson/Handler handler.alduncanson.com A2A protocol client for your terminal 47 Codex, OpenCode 1 431 tok
CarlosVallejoRuiz/slurp Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your L 47 Claude Code, Codex 3 12,808 tok
arc42/quality.arc42.org-site quality.arc42.org Quality requirements and goals for software and system architectures 47 Claude Code, Codex, OpenCode 6 2,651 tok
AlanSong2077/Amplipost A multi-platform intelligent content marketing hub based on the Openclaw & Claude Code Mul 47 Claude Code, Codex, OpenCode 9 3,130 tok
floomhq/floom floom.dev Build and supervise scheduled AI workers with an open-source runtime, human approvals, run 47 Codex, OpenCode 1 808 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 47 Claude Code, Codex, OpenCode 40 7,476 tok
zaxardery8011-design/soplint Lint rules for your AI agent's discipline, not its code 47 Claude Code, Codex, OpenCode 1 2,746 tok
bezael/ai-workflow-kit ai-workflow-kit 47 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,810 tok
anton-abyzov/vskill verified-skill.com Secure multi-platform AI skill installer — scan before you install. 49 agents, 12 plugins, 47 Claude Code, Codex 24 —
RecursiveIntell/Gloss A local-first, privacy-preserving alternative to Google NotebookLM — Tauri 2, React 19, Ru 47 Claude Code, Codex, OpenCode 14 998 tok
ouro-ai-labs/ouro Ouro is an open-source AI agent — run it as a Coding agent CLI or deploy it as a bot just 47 Claude Code, Codex, OpenCode 2 2,121 tok
AOSSIE-Org/Resonate-Website resonate.aossie.org Resonate Landing Page 47 Claude Code, Codex, OpenCode 2 935 tok
ryanmazzolini/minimal-godot-mcp Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation 47 Claude Code, Codex, OpenCode 2 306 tok
microsoft/DataFactory.MCP nuget.org 47 Claude Code, Codex, GitHub Copilot 15 524 tok
memex-lab/dart_agent_core memexlab.ai Dart framework for stateful AI agents: tool use, skills, sub-agent delegation, planning, s 47 Codex, OpenCode 1 1,450 tok
cp-yu/cc-switch-web All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switchi 47 Claude Code, Codex, GitHub Copilot 18 —
ipnet-mesh/meshcore-mqtt ipnt.uk MeshCore MQTT Bridge (Companion App over Serial/BLE/TCP) 47 Claude Code, Codex, OpenCode 2 4,619 tok
xifandev/KimiCodeBar xifandev.github.io A lightweight usage monitoring tool built specifically for KimiCode, running in the menu b 47 Codex, OpenCode 1 1,816 tok
vtex/skills 40 AI agent skills for VTEX platform development. Install with: gh skill install vtex/skil 47 Codex, OpenCode 1 2,185 tok
CiscoDevNet/meraki-magic-mcp-community Meraki Dashboard MCP server 47 Codex, OpenCode 1 467 tok
beingsmit/technical-product-gtm linkedin.com 11 go-to-market skills for AI and technical founders — positioning, pricing, partnerships, 47 Codex, OpenCode 1 527 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 47 Claude Code, Codex, OpenCode 2 4,165 tok
loonghao/auroraview loonghao.github.io A blazingly fast, lightweight WebView framework for DCC (Digital Content Creation) softwar 47 Claude Code, Codex, OpenCode 24 1,325 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 47 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,712 tok
DezXBT/AgentX Agent-first X/Twitter client in Go — JSON envelope per command, multi-account, cookie-safe 47 Codex, OpenCode 1 760 tok
frankxai/claude-skills-library frankx.ai Agent Skills for Claude Code and skills-aware runtimes: MCP, design, code review, workflow 47 Claude Code, Codex, OpenCode 2 2,119 tok
CheshireMew/meta-skills Create, refactor, audit, migrate, and validate Codex agent skills 47 Codex, OpenCode 1 641 tok
InsForge/insforge-skills Agent Skills for InsForge 47 Claude Code, Codex, OpenCode 2 1,125 tok