How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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 6,233 tok
suyogpawar88/Threat-Model suyogpawar88.github.io 6 Codex, OpenCode 1 1,275 tok
Abdssamie/promption Promption is a modern AI prompt manager built with Tauri, React, and TypeScript. 6 Codex, OpenCode 1 3,395 tok
praetore/cmo-scenario-generation Generating scenarios for Command Modern Operations with Cursor 6 Codex, OpenCode 1 9,915 tok
jl-cmd/claude-dev-env 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 1,113 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 12 5,467 tok
avivsinai/sabx A fast, scriptable CLI for SABnzbd - built for AI coding agents like Claude Code, Cursor, 6 Claude Code, Codex, OpenCode 2 993 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 2,047 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 1 825 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 2 568 tok
owenob1/prompt-improver Turn vague agent prompts into precise, verifiable XML specs — then execute them. Headless 6 Claude Code, Codex, OpenCode 2 1,923 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
FavioVazquez/mollify Deterministic codebase intelligence for Python 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 24 4,352 tok
srbryers/slope SLOPE — Sprint Lifecycle & Operational Performance Engine. Golf-metaphor sprint scoring fo 6 Claude Code, Codex, Cursor, OpenCode 11 4,052 tok
hubvue/skills skillset-by-kim.cckcc-kim.chatgpt.site Kim's skills 6 Claude Code, Codex, OpenCode 2 3,599 tok
mtnyilmaz/agents 6 Claude Code, Codex, OpenCode 57 2,391 tok
aegntic/cognitive-os aegntic.github.io Cognitive OS v3.0 — Universal AI agent operating system specification. 16-section cognitiv 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 8,074 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 4,136 tok
Xipher-Labs/walter-os Self-hostable AI-agent operations framework by Xipher Labs 6 Claude Code, Codex, OpenCode 2 7,868 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
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
timbenniks/timbenniks-cursor-rules timbenniks-cursor-rules 6 Codex, OpenCode 1 595 tok
BOXELS/cursor-rules A starter template for .cursor/rules — five ready-to-fill markdown files that give AI full 6 Codex, OpenCode 1 290 tok
Flower7C3/tune-tangler f-droid.org Yet another music looper app 6 Codex, OpenCode 1 205 tok
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
Masqiller/ARG-RESEARCHER-V4.1 6 Codex, GitHub Copilot, OpenCode 2 1,195 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
anortham/julie Can't catch the Razorback... 6 Claude Code, Codex, OpenCode 10 16,136 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, OpenCode 47 2,887 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 56 3,171 tok
nerviq/nerviq nerviq.net Your agent docs lie. Nerviq finds the lies in 30 seconds — stale references, permission ex 6 Claude Code, Codex, OpenCode 15 2,959 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
Wade-DevCode/awesome-coding-skills-cn wade-devcode.github.io A top-tier AI coding skills suite for Chinese developers using Claude Code / Codex | Top-t 6 Claude Code, Codex, OpenCode 2 3,529 tok