How real projects configure their agents

23,222 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
alexqem/zvec-tool 2 Codex, OpenCode 1 1,439 tok
encoreshao/encore-skills A portable workflow skills library for GitLab teams. Works across Claude Code, Cursor, and 2 Claude Code, Codex, OpenCode 2 950 tok
shivdeepak/knowledge-base-builder Turn any notes folder into an LLM-navigable knowledge base — progressive disclosure, no ve 2 Codex, OpenCode 1 302 tok
kksudo/AgentFS Scaffold your Obsidian vault as a filesystem-based OS for AI agents. Single source of trut 2 Claude Code, Codex, Cursor, OpenCode 3 2,645 tok
auxo-labs/Auxo auxo.wo0.dev Greek goddess of summer, growth, and fertility 2 Claude Code, Codex, OpenCode 2 79 tok
siddhamapple/needless 2 Codex, GitHub Copilot, OpenCode 2 758 tok
luminoguru-pvt/phasecraft 2 Codex, OpenCode 1 210 tok
t-code4change/nextjs-claude-skills Production-grade Claude Code skills for Next.js — SEO, Performance, Caching, Core patterns 2 Codex, OpenCode 1 665 tok
2023Anita/clinical-ai-agent-skills Evidence-first AI agent rules for clinicians using Codex, Claude Code, Cursor, Copilot, an 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 966 tok
MeenakshiSundaram-MS/prove-it 2 Claude Code, Codex, GitHub Copilot, OpenCode 2 4,075 tok
justinz12xd/HACKATON-TAWS dashboard-nu-vert-64.vercel.app Yapa 💰 Agente financiero multi-agente por WhatsApp: registra gastos en lenguaje natural, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,982 tok
ayimmam/PCIC pcic.tech Internal Management tool 2 Codex, GitHub Copilot, Cursor, OpenCode 4 1,612 tok
mgiannopoulos24/Unmaintainable A satirical rulebook for writing code so unmaintainable, you'll guarantee lifetime employm 2 Codex, OpenCode 1 790 tok
jxjwilliam/jinyong-finetune-qlora QLoRA fine-tuning of Qwen2.5-7B for Jin Yong–style wuxia generation (Kaggle T4, JSONL SFT) 2 Claude Code, Codex, OpenCode 2 1,892 tok
chitamoor/shipkit chitamoor.github.io Production-ready full-stack starter: Next.js 15 + Expo 54 + Better Auth + Mastra AI + Neon 2 Codex, OpenCode 1 3,842 tok
waynesutton/agent-memory 2 Claude Code, Codex, OpenCode 2 2,501 tok
omtodkar/librarian AI coding assistant skill for 7 platforms. Turn your project into a searchable knowledge b 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,194 tok
stlwolf/ai-development-hub Centralized, reusable, and optimized AI prompts and docs for development workflows. 2 Claude Code, Codex, OpenCode 2 2,468 tok
Xclaw-bot/benchmark-task-authoring Claude Code skill: measured laws for authoring hard Terminal-Bench 2 / Harbor benchmark ta 2 Claude Code, Codex, OpenCode 1 6,621 tok
stackoverworld/primer-ai 2 Codex, OpenCode 1 1,367 tok
stanveer/Biomedical-Agent-DB-Karpathy A production-oriented foundation for building a biomedical knowledge base for LLM-assisted 2 Claude Code, Codex 2 553 tok
ezzcodeezzlife/ui-mcp MCP server that renders flexible shadcn-styled UI in your local browser 2 Claude Code, Codex, OpenCode 2 1,966 tok
HuzaifaBinShahid/Repo-cards npmjs.com Markdown-first codebase context for AI coding assistants. One command, works in Claude Cod 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 480 tok
HappyDoggyAI/superui SuperUI is an agent-agnostic skill set for frontend UI workflows. It is not a single promp 2 Claude Code, Codex, Gemini CLI, OpenCode 3 391 tok
activetwist/amphion-agent-extension Extension-only source provenance for AmphionAgent VS Code extension 2 Claude Code, Codex, OpenCode 10 2,700 tok
Matthewzegarra0312/ContextCore context-core-web.vercel.app Is the best cerebral mind of the IA 2 Claude Code, Codex, OpenCode 2 1,562 tok
Genius-Cai/myunsw-cli Reverse-engineered myUNSW API documentation & Claude Code skill for UNSW enrollment automa 2 Claude Code, Codex, Cursor, OpenCode 3 1,296 tok
abbanbhan/cursor-academy A hands-on Cursor Academy: clone, open chat, and follow guided quests to master Cursor and 2 Codex, Cursor, OpenCode 7 423 tok
hitosea/ttpos-flutter TTPOS is a smart point-of-sale system for the food service industry 2 Claude Code, Codex, OpenCode 11 2,493 tok
AIHongDOU/DoctorWhy 2 Claude Code, Codex, OpenCode 2 613 tok
CrescentR/NextVibe Agent-native project navigator for AI coding tools. Know what to build next — no extra mod 2 Claude Code, Codex, OpenCode 5 228 tok
CiroGes/specs-driven-development Specs-Driven Development skeleton for Node.js (TS/JS) with Cursor rules/commands, reusable 2 Claude Code, Codex, Cursor 11
vegastack/vegastack-cli DevOps Knowledge Harness for Agents 2 Claude Code, Codex, OpenCode 3 1,796 tok
parzival1l/Altru Altru is a charity discovery app built with React, Express, and a Botpress AI agent to mat 2 Codex, OpenCode 1 1,069 tok
vaquarkhan/platform-engineering-agent-skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 9 913 tok
okuzpe/midas-harness Midas — a portable product-development harness for AI agents: drive a product from idea to 2 Claude Code, Codex, Gemini CLI, OpenCode 37 4,775 tok
arango-solutions/arango-sparql-py Python-native SPARQL 1.1 to AQL transpiler and microservice for ArangoDB 2 Claude Code, Codex, Cursor, OpenCode 3 3,565 tok
huseyindol/game 2 Claude Code, Codex, OpenCode 2 4,178 tok
hadefication/zeri A CLI tool for managing AI development contexts. 2 Claude Code, Codex, Gemini CLI, OpenCode 5 213 tok
divo12/UVVR 2 Claude Code, Codex, OpenCode 2 1,722 tok
vdeaugustine/Coding-Reference-Documentation Various AI generated reference documents that can be imported into Cursor or another IDE t 2 Codex, OpenCode 1 95 tok
ymhhh/cursor-implements base cursor implements for vibe coding 2 Codex, Cursor, OpenCode 4 820 tok
nitdraig/lexis-two lexis-two.excelso.xyz 2 Claude Code, Codex, GitHub Copilot, Cursor, Kiro, OpenCode 34 4,252 tok
harness-mini/harness-mini harness-mini-website.vercel.app A minimal, CLI-agnostic agent harness — skills + sub-agents + distilled best-practice docs 2 Claude Code, Codex, OpenCode 21 1,704 tok
sirkon/gogh Go source code generator 2 Codex, OpenCode 1 6,606 tok
tomershlasky/agi AGI — Agent Gibberish Interceptor. Un-scrambles Hebrew-keyboard-layout gibberish back into 2 Codex, Gemini CLI, OpenCode 2 406 tok
onflow/flow-actions-scaffold developers.flow.com Starter scaffold for Flow Actions on the Flow network. Composable DeFi primitives (Sources 2 Codex, OpenCode 1 1,372 tok
otrebu/all-agents 2 Claude Code, Codex, OpenCode 41 204 tok
umpire-tools/umpire ⚾️ Reactive derived state for forms and apps with interdependent options. Get your app to 2 Claude Code, Codex, OpenCode 2 1,346 tok
minchieh-fay/god 2 Claude Code, Codex, OpenCode 4 120 tok