How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
rust-lang/crates.io crates.io The Rust package registry 3,741 Codex, OpenCode 1 2,482 tok
nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, 3,704 Claude Code, Codex, OpenCode 2 12,319 tok
gmh5225/awesome-game-security gs.awesome.rip awesome game security [Welcome to PR] 3,702 Codex, OpenCode 1 359 tok
memodb-io/Acontext acontext.io Agent Skills as a Memory Layer 3,698 Claude Code, Codex, OpenCode 2 2,448 tok
whiteguo233/OpenBiliClaw whiteguo233.github.io Local-first open-source cross-platform AI content discovery agent: understands you, then p 3,695 Claude Code, Codex, OpenCode 6 4,530 tok
Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memo 3,691 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 8 5,519 tok
zts212653/clowder-ai Build AI teams, not just agents. Hard rails, soft power, shared mission. 3,685 Claude Code, Codex, Gemini CLI, OpenCode 3 1,019 tok
SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or C 3,677 Claude Code, Codex, Gemini CLI, OpenCode 7 5,977 tok
open-wa/wa-automate-nodejs openwa.dev 💬 🤖 The most reliable tool for chatbots with advanced features. Be sure to 🌟 this rep 3,676 Codex, GitHub Copilot, OpenCode 2 2,814 tok
modelscope/evalscope modelscope.github.io A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evalua 3,655 Codex, GitHub Copilot, OpenCode 2 3,233 tok
PLFJY/ContextMenuMgr bilibili.com Context Menu Manager Plus is a powerful utility that helps you manage the right-click menu 3,653 Claude Code, Codex, OpenCode 2 2,276 tok
kiali/kiali kiali.io Kiali project, observability for the Istio service mesh 3,648 Codex, OpenCode 1 18,233 tok
Dailin521/codex-provider-sync Synchronize Codex session provider metadata across rollout files and SQLite state. 3,635 Codex, OpenCode 1 2,791 tok
TinyAGI/tinyagi office.tinyagicompany.com TinyAGI is the agent teams orchestrator for One Person Company. (fka TinyClaw) 3,631 Claude Code, Codex, OpenCode 10 1,262 tok
truera/trulens trulens.org Evaluation and Tracking for LLM Experiments and AI Agents 3,629 Codex, OpenCode 1 2,876 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 3,624 Claude Code, Codex, OpenCode 2 1,675 tok
Norman-bury/research-writing-skill Research Writing Assistant 3,594 Claude Code, Codex, Gemini CLI, OpenCode 3 1,658 tok
white0dew/XiaohongshuSkills blog.aistar.cool A Skill supporting automatic posting, commenting, and searching on Xiaohongshu. Supports O 3,576 Codex, OpenCode 1 691 tok
millionco/expect expect.dev Expect tests your agent's code in a real browser 3,562 Claude Code, Codex, OpenCode 10 6,472 tok
Javis603/token-monitor javis-ai.com Local-first desktop widget for tracking token usage, costs, limits, and session activity a 3,561 Codex, OpenCode 1 2,539 tok
OpenCloudGaming/OpenNOW Custom GeForce Now Client Named OpenNOW 3,555 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,647 tok
RunMaestro/Maestro runmaestro.ai Agent Orchestration Command Center 3,545 Claude Code, Codex, OpenCode 2 20,814 tok
agavra/tuicr tuicr.dev a code review TUI with vim keybindings 3,534 Codex, GitHub Copilot, OpenCode 2 12,392 tok
johnfanv2/LenovoLegionLinux Driver and tools for controlling Lenovo Legion laptops in Linux including fan control and 3,531 Codex, OpenCode 1 1,712 tok
smallcloudai/refact refact.ai AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, pla 3,531 Claude Code, Codex, OpenCode 2 2,346 tok
edison7009/EchoBird echobird.ai All-in-one AI desktop app: one-click install for Claude Code, Codex CLI, DeepSeek and more 3,520 Codex, OpenCode 1 2,413 tok
superagent-ai/grok-cli An open-source coding agent for the Grok API 3,505 Codex, OpenCode 1 467 tok
himself65/finance-skills skills.himself65.com A collection of skills for AI financial analysis. 3,505 Claude Code, Codex, OpenCode 2 3,460 tok
simonlin1212/Vibe-Research viberesearch.wiki Vibe-Research: Your Personal Trading Research Agent · A personal investment research Agent 3,504 Claude Code, Codex, OpenCode 8 4,457 tok
dotnet/roslynator josefpihrt.github.io Roslynator is a set of code analysis tools for C#, powered by Roslyn. 3,499 Claude Code, Codex, OpenCode 7 227 tok
NVIDIA-NeMo/Switchyard Switchyard lets LLM applications route traffic across models and providers while preservin 3,489 Claude Code, Codex, OpenCode 7 850 tok
PrismML-Eng/Bonsai-demo prismml.com Bonsai Demo 3,487 Codex, OpenCode 1 5,092 tok
punitarani/fli deepwiki.com Google Flights MCP, CLI and Python Library 3,480 Claude Code, Codex, OpenCode 2 6,635 tok
superlinked/sie superlinked.com Open-source inference server and production cluster for all the models your agent needs. 3,476 Codex, OpenCode 1 817 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 3,472 Claude Code, Codex, OpenCode 2 1,653 tok
chuspeeism/dashi-taskboard A modern, flexible, embeddable task panel supporting Codex and DeepSeek Harness 3,466 Codex, OpenCode 1 4,429 tok
qawolf/cli docs.qawolf.com QA Wolf from anywhere — your terminal, your CI, your AI agent. 3,459 Claude Code, Codex, OpenCode 2 2,115 tok
revolist/revogrid rv-grid.com Powerful virtual data table smartsheet with advanced customization. Best features from exc 3,455 Codex, OpenCode 1 756 tok
ColeMurray/background-agents backgroundagents.dev An open-source background agents coding system 3,433 Claude Code, Codex, OpenCode 3 2,364 tok
callstack/react-native-testing-library oss.callstack.com 🦉 Simple and complete React Native testing utilities that encourage good testing practice 3,430 Claude Code, Codex, OpenCode 2 1,052 tok
openclaw/acpx acpx.sh Headless CLI client for stateful Agent Client Protocol (ACP) sessions 3,420 Claude Code, Codex, OpenCode 3 4,241 tok
Soju06/codex-lb soju06.github.io Codex/ChatGPT multiple account load balancer & proxy with usage tracking, dashboard, and O 3,416 Claude Code, Codex, OpenCode 15 1,977 tok
hi-godot/godot-ai Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally 3,409 Claude Code, Codex, OpenCode 4 7,615 tok
ResearAI/DeepScientist Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future. 3,408 Claude Code, Codex, OpenCode 2 6,140 tok
langchain-ai/langgraphjs docs.langchain.com Framework to build resilient language agents as graphs. 3,404 Codex, OpenCode 1 499 tok
ding113/claude-code-hub cch-plus.com A modern Claude Code & Codex API proxy service providing intelligent load balancing, user 3,397 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,516 tok
AtomicBot-ai/atomic-agent atomicagent.io Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via ll 3,396 Codex, OpenCode 1 1,566 tok
Intelligent-Internet/ii-agent ii.inc II-Agent: a new open-source framework to build and deploy intelligent agents 3,391 Claude Code, Codex, OpenCode 2 9,338 tok
strelov1/freehire freehire.me freehire — the open-source search engine for job seekers 3,382 Claude Code, Codex, OpenCode 2 26,221 tok
giancarloerra/SocratiCode socraticode.cloud Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skil 3,367 Claude Code, Codex, Gemini CLI, OpenCode 3 4,323 tok