How real projects configure their agents

21,881 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research 3,501 Claude Code, Codex, OpenCode 2 2,698 tok
AvdLee/SwiftUI-Agent-Skill Add expert SwiftUI Best Practices guidance to your AI coding tool (Agent Skills open forma 3,498 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,427 tok
graykode/abtop Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, 3,494 Claude Code, Codex, OpenCode 2 5,469 tok
SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or C 3,492 Claude Code, Codex, Gemini CLI, OpenCode 7 5,977 tok
dotnet/roslynator josefpihrt.github.io Roslynator is a set of code analysis tools for C#, powered by Roslyn. 3,477 Claude Code, Codex, OpenCode 7 227 tok
marin-community/marin marin.community Open-source framework for the research and development of foundation models. 3,476 Claude Code, Codex, OpenCode 45 2,883 tok
butterbase-ai/butterbase Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP. 3,464 Codex, OpenCode 1 299 tok
superagent-ai/grok-cli An open-source coding agent for the Grok API 3,460 Codex, OpenCode 1 467 tok
qawolf/cli docs.qawolf.com QA Wolf from anywhere — your terminal, your CI, your AI agent. 3,446 Claude Code, Codex, OpenCode 2 2,060 tok
revolist/revogrid rv-grid.com Powerful virtual data table smartsheet with advanced customization. Best features from exc 3,441 Codex, OpenCode 1 756 tok
psmux/psmux psmux.pages.dev Tmux on Windows Powershell - tmux for PowerShell, Windows Terminal, cmd.exe. Includes psmu 3,429 Codex, OpenCode 1 222 tok
agentscope-ai/ReMe reme.agentscope.io ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. 3,421 Claude Code, Codex, OpenCode 2 2,689 tok
spinabot/brigade brigade.spinabot.com Brigade — Your personal intelligence, built enterprise-grade 3,419 Codex, OpenCode 1 3,380 tok
callstack/react-native-testing-library oss.callstack.com 🦉 Simple and complete React Native testing utilities that encourage good testing practice 3,417 Claude Code, Codex, OpenCode 2 291 tok
white0dew/XiaohongshuSkills blog.aistar.cool A Skill supporting automatic posting, commenting, and searching on Xiaohongshu. Supports O 3,403 Codex, OpenCode 1 691 tok
Intelligent-Internet/ii-agent ii.inc II-Agent: a new open-source framework to build and deploy intelligent agents 3,383 Claude Code, Codex, OpenCode 2 9,338 tok
omdsh-dev/DSH-better-sidebar An open sidebar foundation supporting third-party extensions to register new sidebar pages 3,382 Codex, OpenCode 1 3,543 tok
modelscope/evalscope evalscope.readthedocs.io A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evalua 3,381 Codex, GitHub Copilot, OpenCode 2 2,884 tok
jakubkrehel/make-interfaces-feel-better jakub.kr An agent skill that helps make your interface feel better. 3,371 Claude Code, Codex, OpenCode 2 795 tok
stickerdaniel/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to 3,365 Claude Code, Codex, OpenCode 8 4,962 tok
Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki 3,364 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,571 tok
Mesh-LLM/mesh-llm meshllm.cloud Distributed AI/LLM for the people. Share compute privately or publicly to power your agent 3,358 Claude Code, Codex, GitHub Copilot, OpenCode 32 11,756 tok
get-bb/bb getbb.app The agent IDE that builds itself 3,354 Claude Code, Codex, OpenCode 2 2,152 tok
ding113/claude-code-hub cch-plus.com A modern Claude Code & Codex API proxy service providing intelligent load balancing, user 3,352 Claude Code, Codex, OpenCode 2 1,516 tok
kunchenguid/lavish-axi HTML is the new markdown. Lavish is the new editor for your HTML artifacts. 3,346 Claude Code, Codex, OpenCode 3 18,416 tok
johnfanv2/LenovoLegionLinux Driver and tools for controlling Lenovo Legion laptops in Linux including fan control and 3,345 Codex, OpenCode 1 1,651 tok
ClickHouse/clickhouse-go Golang driver for ClickHouse 3,338 Claude Code, Codex, OpenCode 2 8 tok
Dailin521/codex-provider-sync Synchronize Codex session provider metadata across rollout files and SQLite state. 3,326 Codex, OpenCode 1 1,480 tok
PLFJY/ContextMenuMgr bilibili.com Context Menu Manager Plus is a powerful utility that helps you manage the right-click menu 3,326 Claude Code, Codex, OpenCode 2 3,312 tok
ResearAI/DeepScientist Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future. 3,315 Claude Code, Codex, OpenCode 2 6,140 tok
RunMaestro/Maestro runmaestro.ai Agent Orchestration Command Center 3,315 Claude Code, Codex, OpenCode 2 10,259 tok
oboard/claude-code-rev Runnable ClaudeCode source code 3,297 Codex, OpenCode 1 539 tok
conversejs/converse.js conversejs.org Web-based XMPP/Jabber chat written in JavaScript 3,292 Claude Code, Codex, OpenCode 2 4,659 tok
giancarloerra/SocratiCode socraticode.cloud Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skil 3,288 Claude Code, Codex, Gemini CLI, OpenCode 3 4,323 tok
neomjs/neo neomjs.com Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering tea 3,268 Codex, OpenCode 1 5,596 tok
nexu-io/nexu nexu.io The simplest desktop client for OpenClaw 🦞 — bridge your Agent to WeChat, Feishu, Slack & 3,264 Claude Code, Codex, OpenCode 3 7,143 tok
xintaofei/codeg docs.codeg.app Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, 3,256 Claude Code, Codex, OpenCode 2 3,257 tok
langchain-ai/langgraphjs docs.langchain.com Framework to build resilient language agents as graphs. 3,256 Claude Code, Codex, OpenCode 2 551 tok
seakee/CPA-Manager-Plus seakee.github.io A self-hosted CPA / CLIProxyAPI management panel and AI gateway observability dashboard fo 3,241 Codex, OpenCode 1 1,925 tok
yanyiwu/nodejieba Node.js version of the Jieba Chinese word segmentation library 3,236 Codex, OpenCode 1 41 tok
deltazefiro/Amarok-Hider deltazefiro.github.io Hide your private files and apps with a single click. 3,235 Claude Code, Codex, OpenCode 5 470 tok
superlinked/sie superlinked.com Open-source inference server and production cluster for all the models your agent needs. 3,223 Codex, OpenCode 1 646 tok
letta-ai/letta-code letta.com Stateful agents that are like people, with memory, identity, and the ability to learn and 3,222 Claude Code, Codex, OpenCode 4 10,973 tok
MemMachine/MemMachine memmachine.ai Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable 3,216 Codex, OpenCode 1 1,070 tok
openclaw/acpx acpx.sh Headless CLI client for stateful Agent Client Protocol (ACP) sessions 3,216 Claude Code, Codex, OpenCode 3 4,010 tok
whiteguo233/OpenBiliClaw whiteguo233.github.io Local-first open-source cross-platform AI content discovery agent: understands you, then p 3,215 Claude Code, Codex, OpenCode 6 4,530 tok
av/harbor discord.gg Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LL 3,209 Claude Code, Codex, OpenCode 20 2,000 tok
agent-of-empires/agent-of-empires agent-of-empires.com Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mob 3,196 Claude Code, Codex, OpenCode 2 1,287 tok
xpf0000/FlyEnv flyenv.com Native local development environment for Windows, macOS & Linux. A modern alternative to X 3,194 Codex, OpenCode 2 3,063 tok
Snailclimb/interview-guide javaguide.cn An open-source AI interview platform built with Spring Boot 4.1, Java 25, Spring AI 2.0, R 3,190 Claude Code, Codex, OpenCode 2 1,653 tok