How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
danish-119/ctxkeep Keeps AGENTS.md, ARCHITECTURE.md and your project docs in sync with the code, for every co 2 Claude Code, Codex, OpenCode 3 1,227 tok
jaycewalzer1/SilverKey-Inc. 2 Claude Code, Codex, OpenCode 36 2,662 tok
xKrvZ/BankOfKraZ 2 Codex, OpenCode 1 665 tok
ConlinJoe/ai-platform This is a centralized repo to manage rules, skills and ai agent directive globally instead 2 Claude Code, Codex, OpenCode 5 70 tok
paulbrav/cosmikase 2 Codex, OpenCode 1 698 tok
jabrena/ai-agent-harness-monitor-cli Java CLI tool designed to increase awareness about local AI-agent harness tool files like 2 Claude Code, Codex, OpenCode 2 486 tok
micnigh/resume-2023 2 Codex, OpenCode 1 458 tok
GaetanOff/bootstrap-ia-sdd SDD AI-Powered Project Generation 2 Claude Code, Codex, OpenCode 2 11,845 tok
lxf-keeps-learning/AI-AI-Coding 2 Codex, OpenCode 1 8 tok
hisoft-br/laravel-conventions A shared set of engineering conventions for Laravel projects. This repository defines arch 2 Codex, OpenCode 1 115 tok
jabrena/codemotion-madrid-2026-demos 2 Codex, OpenCode 1 846 tok
giannoulakis/agentic-coding-standards 2 Claude Code, Codex, OpenCode 7 301 tok
hamzaamjad/cursor-rules A collection of cognitive enhancement rules and methodologies for AI-assisted development 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,363 tok
Infatoshi/cereaper Cereaper — native macOS desktop agent. Grounded AX computer-use + multimodal Gemma 4 verif 2 Claude Code, Codex, OpenCode 2 2,397 tok
King-GD/vue-nuxt-best-practices Best practices for performance optimization in Vue3 and Nuxt4, featuring Agent Skills spec 2 Codex, OpenCode 1 1,622 tok
pomagrenate/ice_age ⚡ Universal IDE plugin & proxy that cuts LLM token consumption by up to 70% using determin 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,395 tok
aviz92/ai-agents-marketplace 2 Codex, OpenCode 1 635 tok
wtalaat78/Blue-Team-Skills 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 5,139 tok
samarsinghal/context-extraction-workflows A step-by-step workflow for extracting organizational standards from scattered artifacts i 2 Claude Code, Codex, OpenCode 2 191 tok
SundaraSwani/memory-graph Reusable Agentic Workflow for persistent memory for Cursor and Graphify for connected node 2 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,118 tok
zyx379/zoehis_workflow His top development paradigm 2 Claude Code, Codex, OpenCode 2 938 tok
tad-agentics/RAD-Multi-agent 2 Claude Code, Codex, Cursor, OpenCode 27 2,376 tok
origammi-digital/agents-marketplace Origammi private Claude Code skills marketplace 2 Claude Code, Codex, OpenCode 2 1,953 tok
t-code4change/claude-strapi-skills Production-grade Strapi v5 skill for Claude Code — content types, relations, i18n, SEO, R2 2 Codex, OpenCode 1 714 tok
krgoodnews/PEDAL pedal.yunsu.dev PEDAL is a AI workflow modeled after the traditional PDCA workflow. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,932 tok
yostar/zendoc zendoc-mu.vercel.app cursor for docs 2 Codex, OpenCode 1 110 tok
ObvaneGroup/Fast-Standard Severity classification standard for autonomous hacking and triage agents. Derived from re 2 Claude Code, Codex, OpenCode 2 2,088 tok
burakcanpolat/med-guide AI-powered medical image analysis & clinical assistant. Understands X-rays, CT, MRI, DICOM 2 Claude Code, Codex, OpenCode 5 4,676 tok
mennyg19-cmyk/MasterGenAIInstructions 2 Codex, OpenCode 1 983 tok
kidboy-man/vibe-engineering Portable Vibe Engineering kits for AI coding tools 2 Codex, OpenCode 1 1,042 tok
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
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
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
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
specklesystems/speckle-docs-NEW docs.speckle.systems 2 Claude Code, Codex, OpenCode 3 3,146 tok
stlwolf/ai-development-hub Centralized, reusable, and optimized AI prompts and docs for development workflows. 2 Claude Code, Codex, OpenCode 2 2,650 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