How real projects configure their agents

22,053 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
Teczer/fast-expo-app fast-expo-app-web.vercel.app ⚡ Fast Expo App - React Native boilerplate CLI for rapid mobile app development. Instantly 104 Codex, OpenCode 1 7,730 tok
tonylofgren/aurora-smart-home instagram.com Independent Claude Skills for the whole smart home: Home Assistant, ESPHome, Node-RED, cus 104 Claude Code, Codex, OpenCode 1 576 tok
yangtaihong59/siyuan-plugins-mcp-sisyphus yangtaihong59.github.io A tool for connecting Agents with Siyuan. 104 Claude Code, Codex, OpenCode 8 9,183 tok
weaviate/agent-skills Agent Skills to empower developers building AI applications with Weaviate. 104 Claude Code, Codex, OpenCode 2 1,661 tok
ericdrowell/brometal brometal.dev BroMetal is an LLVM-inspired compiler that transforms TypeScript into highly optimized GPU 104 Claude Code, Codex, OpenCode 2 2,052 tok
unraid/apprise-go Apprise, Ported to Go 104 Codex, OpenCode 1 306 tok
openkaiden/kaiden openkaiden.ai 104 Claude Code, Codex, OpenCode 5 2,604 tok
doordash-oss/agentic-orchestrator 104 Codex, OpenCode 1 1,416 tok
abracadabra50/open-supermarkets CLI, MCP and Skills for the world's supermarkets. Search, compare, basket and checkout acr 104 Codex, OpenCode 1 3,643 tok
grafana/agento11y grafana.com Actually Useful Agent Observability 104 Claude Code, Codex, OpenCode 2 2,574 tok
githits-com/githits-cli githits.com CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents 104 Claude Code, Codex, Gemini CLI, OpenCode 6 3,533 tok
uni-helper/skills uni-app skills 104 Codex, OpenCode 1 1,877 tok
Ranteck/graph-engineer 103 Claude Code, Codex, OpenCode 7 3,964 tok
zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc 103 Claude Code, Codex, OpenCode 2 1,492 tok
openshift/rosa 103 Claude Code, Codex, Gemini CLI, OpenCode 7 3,213 tok
Mohitur669/code-editor A real-time code editor built with Node.js, React.js and Socket.io which provides a range 103 Codex, OpenCode 1 493 tok
olorehq/olore olore.dev Turn library docs into local Agent Skills 103 Claude Code, Codex, OpenCode 7 210 tok
IceYGO/windbot A C# bot for ygopro, compatible with the ygosharp server. 103 Codex, OpenCode 1 5,254 tok
swarmauri/swarmauri-sdk swarmauri.com Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embedding 103 Codex, OpenCode 1 537 tok
toolboxmd/karpathy-wiki Karpathy Wiki - Claude Code skills for building persistent, compounding knowledge bases. B 103 Claude Code, Codex, OpenCode 3 922 tok
closedloop-ai/claude-plugins Open-source Claude Code plugins for multi-agent software delivery. Plan-first SDLC workflo 103 Claude Code, Codex, OpenCode 2 3,027 tok
contentful/contentful-import Node module that uses the data provided by contentful-export to import it to contentful sp 103 Codex, OpenCode 1 984 tok
gabeklein/expressive-mvc Define classes to organize and control state used by React apps 103 Claude Code, Codex, OpenCode 2 2,775 tok
marcoturi/react-redux-boilerplate A meticulously crafted, extensible, and robust architecture for constructing production-gr 103 Claude Code, Codex, OpenCode 2 1,688 tok
NEDONION/lobster0 lobster0.jchu.tech Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed auton 103 Codex, OpenCode 1 2,345 tok
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 103 Claude Code, Codex, OpenCode 3 36,838 tok
KaimingWan/oh-my-kiro 103 Codex, OpenCode 1 1,218 tok
s-morgan-jeffries/apple-mail-fast-mcp 🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, o 103 Claude Code, Codex, OpenCode 11 1,782 tok
tig/mcec tig.github.io The Model Context Environment Controller is eyes, hands, and a safe front door for agents 103 Codex, OpenCode 1 4,279 tok
vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS 103 Claude Code, Codex, Gemini CLI, OpenCode 13 6,583 tok
vwww-droid/Mira Mobile runtime detection workbench for AI (iOS and Android) 103 Codex, OpenCode 1 1,376 tok
chinawsb/daofy Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for 103 Codex, OpenCode 1 7,024 tok
uilibs/uiprotect Python API for UniFi Protect (Unofficial) 103 Claude Code, Codex, OpenCode 2 6,175 tok
lawliet206/ROS ROS Noetic two-wheel differential-drive autonomous mobile robot: ESP32 chassis (PID/encode 103 Claude Code, Codex, OpenCode 2 2,251 tok
1amageek/SwiftAgent A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines wit 103 Claude Code, Codex, OpenCode 2 16,554 tok
hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro 103 Claude Code, Codex, Gemini CLI, OpenCode 3 1,807 tok
Clawdi-AI/clawdi clawdi.ai 103 Claude Code, Codex, OpenCode 2 1,643 tok
Swttch/swttch plugins.jetbrains.com Claude Code GUI plugin for JetBrains IDEs. (ex - Claude Code with GUI) 103 Claude Code, Codex, OpenCode 2 9,146 tok
PixelPaw-Labs/codex-trace OpenAI Codex CLI session log viewer for JSONL files in ~/.codex/sessions. Browse conversat 103 Claude Code, Codex, OpenCode 5 614 tok
brilliantlabsAR/brilliant_sdk All Brilliant SDKs in one monorepo 103 Claude Code, Codex, OpenCode 4 1,822 tok
Habitat-Thinking/ai-literacy-superpowers habitat-thinking.github.io A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's comp 103 Claude Code, Codex, GitHub Copilot, OpenCode 5 15,282 tok
samzong/Recall samzong.github.io Switch agents. Keep the history. Local-first search across your AI coding sessions. 103 Claude Code, Codex, OpenCode 3 725 tok
WangPeterXF/session-harbor wangpeterxf.github.io Local-first Codex session backup, verified cleanup, restore, and reviewed cross-device con 103 Codex, OpenCode 1 855 tok
tornado-doc/tdoc tdoc.dev Prompt-native interactive HTML docs — bdocs. Generate, comment on, and publish docs from i 102 Codex, OpenCode 1 45 tok
Hendrix-Shen/MagicLib curseforge.com To beat magic with magic :( 102 Codex, OpenCode 1 1,927 tok
vincentkoc/dotskills 🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging 102 Codex, OpenCode 1 992 tok
williamfzc/gossiphs "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rus 102 Codex, OpenCode 1 1,153 tok
softwaremill/chimp chimp.softwaremill.com Build type-safe, boilerplate-less MCP servers and clients in Scala 102 Claude Code, Codex, OpenCode 2 347 tok
debs-obrien/playwright-movies-app debs-obrien.github.io Playwright tests for a Movie App 102 Claude Code, Codex, OpenCode 10 891 tok
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 102 Claude Code, Codex, OpenCode 2 1,491 tok