How real projects configure their agents

32,117 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 docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
rokpiy/auto-commenter A Claude skill that automatically posts personalized, authentic comments in your target co 584 Claude Code 1
crawlseo/crawlseo Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard. 584 Claude Code, Codex, OpenCode 2 60 tok
dzhng/claude-agent-server x.com Run Claude Agent (Claude Code) in a sandbox, control it via websocket 583 Claude Code 1 747 tok
khr898/ntfsmac NTFS read/write on Apple Silicon macOS — no kernel extension, no SIP modification. 583 Claude Code, Codex, OpenCode 2 2,403 tok
chainloop-dev/chainloop docs.chainloop.dev SDLC evidence store and policy engine for your Software Supply Chain attestations, SBOMs, 583 Claude Code 11 3,548 tok
biaogebusy/web-builder builder.design AI-powered UI generation and publishing low-code platform, built on TailwindCSS, enabling 582 Claude Code, Codex, OpenCode 3 10,478 tok
jimmc414/Kosmos Kosmos: An AI Scientist for Autonomous Discovery - An implementation and adaptation to be 582 Claude Code 4
redai-infra/Relax redai-infra.github.io An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale 580 Claude Code, Codex, OpenCode 8 2,533 tok
vivekVells/mcp-pandoc pypi.org MCP server for document format conversion using pandoc. 579 Claude Code, Codex, OpenCode 2 7,051 tok
ZMGID/kivio kivio-desktop.xyz 579 Claude Code 1 22,502 tok
KeyValueSoftwareSystems/agent-opfor Open-source adversary emulation for AI agents and MCP servers. 578 Claude Code, Codex, OpenCode 2 8,568 tok
christopherkarani/Swarm christopherkarani.github.io Type-safe tools, on-device inference, multi-agent workflows, memory, and guardrails, in on 578 Claude Code, Codex, OpenCode 2 4,714 tok
LiaoGuoYin/lixian.online lixian.online A one-stop tool to grab installer packages for VSCode extensions, Chrome/Edge add-ons, Doc 578 Claude Code 1 2,003 tok
southliu/south-admin-react southliu.top React-Admin backend management system template featuring React 19, Vite 7, Antd 5, UnoCSS, 577 Claude Code, Codex, OpenCode 4 3,251 tok
thunder-id/thunderid thunderid.dev ThunderID is a high-performance, open-source identity stack designed for developers to sec 577 Claude Code, Codex, GitHub Copilot, OpenCode 8 1,505 tok
WoJiSama/skill-based-architecture A meta-skill that produces skills. Point it at any codebase and it distills the project's 576 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,454 tok
run-llama/ParseBench arxiv.org ParseBench - A Document Parsing Benchmark for AI Agents 575 Claude Code 1
warpdotdev/common-skills 575 Claude Code, Codex 27
pdsuwwz/chatgpt-vue3-light-mvp botkit.likemashang.com 💭 A Web-based MVP prototype template for a customizable Chat Bot single-turn conversation 574 Claude Code, Codex, OpenCode 11 357 tok
meodai/skill.color-expert Agent skill for color science expertise. Many references covering color spaces, accessibil 574 Claude Code 1 379 tok
minhnv0807/ai-business-skills opa.business 138 bilingual AI marketing skills (69 VN + 69 Global) for Claude Code, OpenCode, Codex, VS 574 Claude Code, Codex, OpenCode 2 6,002 tok
harbor-framework/terminal-bench-science terminal-bench-science.ai Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domai 574 Claude Code, Codex, OpenCode 5 13,338 tok
ZubeidHendricks/youtube-mcp-server zubeidhendricks.github.io MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analy 573 Claude Code 1 1,066 tok
mnemon-dev/mnemon LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowled 573 Claude Code, Codex, OpenCode 2 723 tok
Enderfga/claw-orchestrator Run Claude Code, Codex, Antigravity, Cursor Agent and OpenCode as one runtime — persistent 572 Claude Code, Codex 1 3,358 tok
ZimoLiao/scholaraio zimoliao.github.io Scholar All-In-One: A research infrastructure for AI agents 571 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 51 2,598 tok
green-dalii/obsidian-llm-wiki llmwiki.greenerai.top Karpathy's LLM Wiki implementation plugin for Obsidian - turns notes and PDFs into a linke 571 Claude Code, Codex, OpenCode 2 7,934 tok
smallnest/autoresearch autodevelop: autoresearch for software development 570 Claude Code, Codex, OpenCode 2 3,439 tok
pyuvm/pyuvm The UVM written in Python 570 Claude Code, Codex 1
xiaolai/vmark vmark.app An AI friendly markdown editor. 570 Claude Code, Codex, OpenCode 39 11,767 tok
matiasbattocchia/open-bsp-api web.openbsp.dev Open-source WhatsApp + Instagram Business platform 569 Claude Code 3 1,481 tok
level09/enferno enferno.io Modern Flask framework with zero-config frontend (Vue 3 + Vuetify 3), production-ready 569 Claude Code, Codex, OpenCode 2 6,870 tok
OpenStrap/edge openstrap.site App which allows you to use your health devices beyond subscriptions. Supports Workout Tra 569 Claude Code, Codex, OpenCode 2 4,019 tok
Azure/azure-dev aka.ms A developer CLI for working with Azure resources to build and deploy AI applications. Comm 568 Claude Code, Codex, GitHub Copilot, OpenCode 18 1,875 tok
neiltron/apple-health-mcp Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, 567 Claude Code, Codex, OpenCode 2 571 tok
joske/yserver A modern X11 server written from scratch in Rust. 567 Claude Code, Codex, OpenCode 2 501 tok
uppinote20/claude-dashboard claude-dashboard.uppinote.dev Comprehensive status line plugin for Claude Code with context usage, API rate limits, and 566 Claude Code 1 4,662 tok
vinilana/dotcontext 566 Claude Code, Codex, OpenCode 2 1,013 tok
wuxiran/cc-pane Multi-instance split-pane manager for Claude Code — a cross-platform desktop app built wit 566 Claude Code, Codex, OpenCode 29 24,785 tok
yhy0/CHYing-agent zc.tencent.com Tencent Cloud Hackathon - Intelligent Penetration Testing Challenge, First Edition Top 9 566 Claude Code 1
HoangNguyen0403/agent-skills-standard npmjs.com A collection of Agent Skills Standard and Best Practice for Programming Languages, Framewo 565 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,162 tok
egeominotti/bunqueue bunqueue.dev ⚡ High-performance job queue for Bun. SQLite by default, PostgreSQL multi-broker when you 565 Claude Code, Codex, OpenCode 4 11,025 tok
NextAdminHQ/nextjs-admin-dashboard nextadmin.co AI-Native Next.js admin dashboard template and UI components that come with pre-built ele 565 Claude Code, Codex, OpenCode 2 990 tok
joinly-ai/joinly joinly.ai Make your meetings accessible to AI Agents 564 Claude Code 3 1,261 tok
lnikell/loopndroll Keep Codex running forever 564 Claude Code, Codex, OpenCode 6 535 tok
crossoverJie/SkillDeck crossoverjie.top Native macOS SwiftUI app for managing multiple AI code agent skills 564 Claude Code, Codex 1 1,986 tok
amanaiproduct/personal-os Framework for a local AI agent powered task management system 563 Claude Code, Codex, OpenCode 2 786 tok
Kamalnrf/claude-plugins claude-plugins.dev Lightweight registry to discover, install, and manage all public Claude plugins and agent 563 Claude Code 1 700 tok
rtk-ai/icm Permanent memory for AI agents. Single binary, zero dependencies, MCP native. 562 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,485 tok
criptogus/HermesOffice AI-native office suite (Docs, Sheets, Slides, PDF) where the Hermes Agent is the brain — o 561 Claude Code 1 627 tok