How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
louisfghbvc/task-management-system A complete task management system 6 Codex, OpenCode 1 241 tok
wmt-mobile/localnest wmt-mobile.github.io Local-only MCP server for secure project context retrieval across cloned repositories. 6 Claude Code 10 2,913 tok
KittLabsAI/KittyCode A minimal, hackable AI coding agent with a composable tool loop and modular skills 6 Codex, OpenCode 1 175 tok
Rainbowlight-pixel/claude-cowork-content-plugin 🤖 Showcase how six AI agents collaborate to build a full Claude Cowork content plugin in 6 Claude Code 1 544 tok
neskuchny/sima_atlas tessent.ai Visual contract-first development for AI coding agents — graph of contracts between you an 6 Claude Code, Codex, OpenCode 3 1,827 tok
vatsalunadkat/ERICKeyboard vatsalunadkat.github.io Accessibility focused keyboard for Android and iOS using swipe based chord inputs. 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,109 tok
Deploi-Cloud/deploi-agent-skills AI Agent Skills for Deploi Norwegian Cloud VPS 6 Codex, OpenCode 1 355 tok
Juliocbm/beacon-docs Opinionated documentation convention + CLI for AI-collaborative codebases. Scaffolds docs, 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,581 tok
toptalentcoder/Cursor-AwesomeRules 6 Cursor 1 816 tok
ninsau/nextjs-reusable-table nextjs-reusables.vercel.app A highly customizable and reusable table component for Next.js applications, built with Ty 6 Codex, OpenCode 1 728 tok
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
suyogpawar88/Threat-Model suyogpawar88.github.io 6 Codex, OpenCode 1 1,275 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
hyfdev/moonbit-agent-skills Agent Skills for MoonBit. Help coding agents work with MoonBit and write better MoonBit co 6 Codex, OpenCode 1 2,041 tok
lathe-cli/kitup Shared installer SDK for bundled Agent Skills. 6 Codex, OpenCode 1 1,531 tok
netresearch/typo3-conformance-skill Agent Skill: TYPO3 extension conformance checker - validates against official standards | 6 Codex, OpenCode 1 940 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
dolutech/dolu-agents-skills Dolu Agents Skills - Open-source collection of modular and extensible skills for AI agents 6 Codex, OpenCode 1 4,587 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
abidjappie/nextjs-quick-starter A modern Next.js starter template with best practices built-in. Features Next.js 16, React 6 Cursor 1 16,954 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
Wizarck/ai-playbook Universal AI-dev norms, specs, scripts, and templates for Wizarck org projects (consumed v 6 Codex, OpenCode 1 4,204 tok
ucsahinn/ai-project-starter AI Project Starter: documentation-first starter kit for AI-coded projects, project context 6 Codex, OpenCode 1 314 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 —
timbenniks/timbenniks-cursor-rules timbenniks-cursor-rules 6 Codex, OpenCode 1 595 tok
KayaErhan/cursor-agent-tr Cursor IDE için tam otomatik yazılım geliştirme ajanı 6 Claude Code, Cursor 27 —