How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
vinipx/ai-architecture-explorer 6 Claude Code, GitHub Copilot 4 —
flanliulf/cord CORD is a document relationship graph engine for AI-assisted development. It uses determin 6 Claude Code, Codex, OpenCode 56 697 tok
Traves-Theberge/opencode-mcp MCP server that exposes OpenCode as a tool/subagent for IDEs and AI clients 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,998 tok
vlad-ryzhkov/ai-context-engineering-for-qa AI Context Engineering for QA 6 Claude Code, Codex, OpenCode 27 1,237 tok
ArmisSecurity/armis-appsec-mcp AI-powered security scanning MCP plugin for Claude Code 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,554 tok
patrykkopycinski/elastic-cursor-plugin 6 Claude Code, Cursor 26 —
jl-cmd/claude-dev-env 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 1,147 tok
CodeTeng/harness-template Harness Engineering template, ready to use 6 Claude Code, Codex, Cursor, OpenCode 11 —
karlng279/ai-ready-product-workflow-v2 karlng279.github.io AI-Ready Product Workflow V2 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 8,319 tok
avivsinai/sabx A fast, scriptable CLI for SABnzbd - built for AI coding agents like Claude Code, Cursor, 6 Claude Code, Codex, OpenCode 2 1,008 tok
TxnLab/skills Curated agent skills for TxnLab's Algorand ecosystem — NFDomains, use-wallet, Haystack Rou 6 Claude Code, Codex, OpenCode 2 491 tok
segunadebayo/design-eng-skills Agent skills for design engineers: state machine design, component API design, engineering 6 Claude Code, Codex, OpenCode 2 72 tok
usetemi/skills usetemi.com Open-source agent skills for Claude Code, Claude Cowork, Codex, Cursor, and Gemini CLI. Co 6 Claude Code, Codex, OpenCode 2 339 tok
owenob1/prompt-improver Turn vague agent prompts into precise, verifiable XML specs — then execute them. Headless 6 Claude Code, Codex, OpenCode 2 2,785 tok
zenml-io/skills docs.zenml.io AI coding agent skills for ZenML MLOps workflows — quick wins, pipeline setup, and more 6 Claude Code, Codex, OpenCode 2 4,687 tok
matt-w-horn/skills Personal Claude Code skills, installable as a plugin marketplace 6 Claude Code 1 1,118 tok
srbryers/slope SLOPE — Sprint Lifecycle & Operational Performance Engine. Golf-metaphor sprint scoring fo 6 Claude Code, Codex, Cursor, OpenCode 10 5,072 tok
vibhusharma101/Think-In-HTML vibhusharma101.github.io Turn code, an AI thinking transcript, or any text into a single self-contained, interactiv 6 Claude Code 2 718 tok
toutaio/aria AI code helpers operate under hard constraints: finite context windows, sensitivity to amb 6 Claude Code, GitHub Copilot 2 3,423 tok
mtnyilmaz/agents 6 Claude Code, Codex, OpenCode 57 2,391 tok
boutsioukis/no-botshit Karpathy council reasoning + caveman output. Big brain. Small mouth. Zero bot-shit. 6 Claude Code 1 662 tok
orq-ai/assistant-plugins docs.orq.ai Coding Agents skills for systematically evaluating LLM pipelines on the orq.ai platform 6 Claude Code 1 3,572 tok
233i/agent-skills Production-grade engineering skills for AI coding agents. 6 Claude Code, Codex, OpenCode 2 1,381 tok
rizkyhaksono/portfolio-v3 natee.my.id Portfolio v3 using Next.js 16 with SSR, CSR, ISR, Azure Web App, Portainer. 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 10,861 tok
mascarock/cursor-deck Cursor Slide Decks 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,864 tok
morooka-akira/aicm 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 9,770 tok
PoulpYBifle/NCF-Coding-Best-Practices 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,859 tok
ast-ashulga/as.migrate.c2c Convert Claude Code's cosystem into semantically equivalent Cursor files 6 Claude Code 3 875 tok
qybaihe/inkview Redesign any page in an ink-wash style, with no AI-generated feel at all; can be integrate 6 Claude Code, Codex, OpenCode 2 472 tok
GMIG/laborant-skills Laborant is an agent skills that allows you to design and check evaluations for LLM, agent 6 Claude Code, Codex 2 —
KayaErhan/cursor-agent-tr Cursor IDE için tam otomatik yazılım geliştirme ajanı 6 Claude Code, Cursor 27 —
ishandutta2007/claude-skills-by-karpathy a viral set of behavioral guidelines popularized by AI researcher Andrej Karpathy to fix t 6 Claude Code 1 524 tok
nirelbaz/promptpit Portable AI agent stacks. Collect, install, and share across Claude Code, Cursor, and more 6 Claude Code 10 1,711 tok
leonoronhas/prd-to-skill Turn any PRD into an AI coding assistant instruction file — in one command. 6 Claude Code 1 —
linhai0872/agno-agent-starter Production-grade AI Agent orchestration scaffold based on Agno + AgentOS. Supports 8 model 6 Claude Code, Codex, OpenCode 2 2,360 tok
ptonlix/beeweave 🐝 BeeWeave is an agent-native creation workbench that turns collected material, AI-assist 6 Claude Code, Codex, GitHub Copilot, OpenCode 51 2,587 tok
jonthebeef/deckhand Two Claude Code skills (also Codex/Cursor) that drive a GitHub Projects kanban board end t 6 Claude Code 1 765 tok
anortham/julie Can't catch the Razorback... 6 Claude Code, Codex, OpenCode 10 16,206 tok
kehoej/contextception Deterministic context intelligence for code 6 Claude Code, Codex, OpenCode 2 1,617 tok
kitariel/expo-mobile-template 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,161 tok
radif-ru/ai-multi-agent-system radif.ru A local multi-agent system running on self-hosted LLMs (Ollama). 3 channels (Telegram/cons 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 2,319 tok
Contoso-State/red-team-agent-orchestration 6 Claude Code, Codex, GitHub Copilot, OpenCode 49 3,541 tok
PancrePal-xiaoyibao/VitaForge VitaForge | Life Workshop — an AI4S dry-lab engine focused on general medicine and the bro 6 Claude Code, Codex, Gemini CLI, OpenCode 54 3,171 tok
moshehbenavraham/luminaris-quest luminariquest.org Luminari’s Quest – React/Tailwind scaffold for a healing-focused, AI-powered RPG adventure 6 Claude Code, Codex, Gemini CLI, OpenCode 3 867 tok
samartomar/ai-harness Enterprise AI Bootstrapping Harness 6 Claude Code, Codex, OpenCode 2 2,415 tok
kawaz/claude-plugin-jj Claude Code plugin for jj (Jujutsu VCS) 6 Claude Code, GitHub Copilot 2 704 tok
trustmybot/plugin trustmybot.org AI got you from 0 to 1. Trust My Bot gets you from 1 to 100. A multi-agent harness for Cla 6 Claude Code 1 1,137 tok
cbrake/claude-plugins Claude Code Plugins for development 6 Claude Code 1 1,288 tok
0xPlaygrounds/ryzome-mcp-plugins ryzome.ai 🫚 Integration plugins to leverage Ryzome's agentic context in Openclaw, Claude Code & via 6 Claude Code 1 2,858 tok
Agentchengfeng/claude-channel-feishu Feishu (Lark) channel plugin for Claude Code — messaging bridge with access control, permi 6 Claude Code, Codex, OpenCode 2 269 tok