How real projects configure their agents

23,307 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
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
tjx666/vscode-mcp MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get 103 Claude Code, Codex, OpenCode 6 79 tok
Clawdi-AI/clawdi clawdi.ai 103 Claude Code, Codex, OpenCode 2 1,643 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 103 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 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
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
firecrawl/skills 103 Claude Code, Codex, OpenCode 2 361 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
relai-ai/relai-sdk relai.ai A platform for building reliable AI agents 102 Codex, OpenCode 1 609 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 102 Claude Code, Codex, OpenCode 10 493 tok
sous-chefs/postfix supermarket.chef.io Development repository for the postfix cookbook 102 Codex, GitHub Copilot, OpenCode 2 1,311 tok
GRBY-NICE/codex-context-memory 102 Codex, OpenCode 1 1,356 tok
av/mi self-extending sandboxed agentic harness. a loop, two tools and an llm 102 Claude Code, Codex, OpenCode 13 2,108 tok
Miles128/StockResearch Multi-agent Stock research platform 102 Codex, OpenCode 1 1,370 tok
Salmonbird/evoui-browser Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site kn 102 Codex, OpenCode 1 1,099 tok
lostvita/AuraPlayer Listening all, Listening freedom! 102 Claude Code, Codex, OpenCode 2 79 tok
hogancv/coordinate-agents hogancv.github.io Coordinate multiple AI coding agents through a local-first, recoverable Agent Bus. 102 Codex, OpenCode 1 1,491 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
thangnqdev/codex-oss-agent-kit 102 Codex, OpenCode 1 541 tok
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 102 Claude Code, Codex, OpenCode 2 1,700 tok
cardano-foundation/cardano-org cardano.org Cardano.org is the primary online resource for the Cardano community. 102 Codex, OpenCode 1 1,180 tok
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 102 Claude Code, Codex, OpenCode 4 5,120 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 102 Claude Code, Codex, OpenCode 3 8,014 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 102 Claude Code, Codex, OpenCode 5 1,143 tok