How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
williancesar/learn-nvim 114 Claude Code 1 778 tok
kylinfish/tw-house-ops AI-powered house hunting pipeline for Taiwan, built on Claude Code. Inspired by @santifer/ 114 Claude Code 1 3,301 tok
emanueleielo/deepagents-open-lovable An open-source AI-powered frontend development platform built on DeepAgents and LangGraph. 114 Claude Code 1 887 tok
natnew/Awesome-Prompt-Engineering natnew.github.io Awesome-Prompt-Engineering - This repository includes resources for prompt engineering. 🌟 114 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,242 tok
mr-daedalium/ostack-saas ostack — AI-powered engineering team for Claude Code. Fork of gstack by Garry Tan. 114 Claude Code, Codex, OpenCode 2 4,397 tok
cohen-liel/hivemind cohen-liel.github.io One prompt. A full AI engineering team. Go lie on the couch. 🧠 114 Claude Code 79 1,103 tok
moonrunnerkc/swarm-orchestrator A local coding agent: give it a task, it makes the change, checks each requirement with sw 114 Claude Code, Codex, OpenCode 2 1,495 tok
docdyhr/mcp-wordpress MCP Server to manage a Wordpress CMS system. 114 Claude Code, Codex, OpenCode 9 4,380 tok
DrDroidLab/open-index open-index.io The structured context layer for AI agents. Build self-learning specialised agents that ar 114 Claude Code 1 131 tok
joelhooks/agent-secrets 🛡️ Portable credential management for AI agents — Age encryption, session leases, killswi 114 Claude Code, Codex, OpenCode 2 1,828 tok
lululu811/zettaranc-knowledge zettaranc knowledge base 114 Claude Code 1 1,591 tok
liangjfblue/writer-dna Distill your personal writing style from your raw materials and generate an AI writing Ski 114 Claude Code 1 8,830 tok
kylesnowschwartz/claude-code-hero 114 Claude Code 4 1,641 tok
engindemirog/ai-native-engineering-workspace 114 Claude Code, Codex, OpenCode 2 644 tok
trsoliu/mini-wiki trsoliu.github.io Open Source Skills Wiki: AI-Powered skills Wiki Generator for GitHub/Gitlab/Bitbucket Rep 113 Claude Code 1 —
vielang/vielang vielang.com Modern Learning Platform for IT Education 113 Claude Code, Codex, OpenCode 2 303 tok
spences10/sveltest sveltest.dev Comprehensive Svelte 5 testing examples and patterns using Vitest Browser Mode, Playwright 113 Claude Code, Codex, OpenCode 3 234 tok
TheMind-AI/fluid-db themind.ai Fluid Database 113 Claude Code, Codex, OpenCode 2 2,256 tok
trentmcnitt/cc-notifier trentmcnitt.com 🔔 Smart macOS + Push Notifications for Claude Code 113 Claude Code 2 2,183 tok
Prism-Shadow/agenthub One interface for 1,000+ LLMs, with zero-code switching and built-in observability. (GPT-6 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,349 tok
martymcenroe/AssemblyZero Parameterized multi-agent orchestration framework for Claude Code and Gemini 113 Claude Code 2 887 tok
extrasmall0/dear-hiring-manager A Claude Code plugin that fills your job applications from your profile, drafts the cover 113 Claude Code 1 1,005 tok
democratize-technology/vikunja-mcp Model Context Protocol server for Vikunja task management. Enables AI assistants to intera 113 Claude Code 1 2,215 tok
Hmbown/Wizards-of-the-Ghosts Unofficial Hermes Agent skill pack built from fantasy spell and skill names 113 Claude Code, Codex, OpenCode 2 1,841 tok
cisco-foundation-ai/fully-automated-prompt-optimization An self-improvement suite for optimizing chains with Claude Code 113 Claude Code, Codex, OpenCode 12 1,537 tok
sportsdataverse/cfbfastR cfbfastr.sportsdataverse.org An R package to quickly obtain clean and tidy college football play by play data 113 Claude Code, GitHub Copilot 4 9,772 tok
ProjectSidewalk/SidewalkWebpage projectsidewalk.org Project Sidewalk web page 113 Claude Code, GitHub Copilot 16 5,221 tok
mcbodge/MudMCP MCP server that provides AI assistants with comprehensive access to MudBlazor component do 113 Claude Code, GitHub Copilot 2 2,252 tok
akutishevsky/lunchmoney-mcp A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmati 113 Claude Code 1 2,324 tok
quarkusio/quarkus-workshop-langchain4j quarkus.io Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Age 113 Claude Code, Codex, OpenCode 2 2,250 tok
pymc-labs/decision-hub 113 Claude Code, Codex, OpenCode 5 4,914 tok
feuerdev/keep-mcp MCP server for Google Keep 113 Claude Code, Codex 1 —
shuheng-mo/career-ops-china Finding a job should be simple 113 Claude Code 2 7,270 tok
microsoft/Agent365-Samples 113 Claude Code, GitHub Copilot 11 5,726 tok
kantorge/yaffa Yaffa is a personal finance web application, focusing on the support of long term financia 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,979 tok
jaychempan/coding-with-beat codebeat.top 🎵 Bring music to the AI terminal · Build a coding-focused smart DJ · A new way to listen 112 Claude Code, Codex, OpenCode 2 468 tok
Karmacoke/chargen karmacoke.github.io AI-powered character generator built with React. Create detailed TRPG/Novel characters, NP 112 Claude Code 1 4,057 tok
Codehagen/Autoselll autoselll.vercel.app 112 Claude Code 1 2,384 tok
laplace-pym/Codexis 112 Claude Code 1 627 tok
upstash/botstreet botstreet.vercel.app Agent Trading Arena --- Three AI agents. $100k each. Real market prices. Who wins? 112 Claude Code, Codex, OpenCode 3 690 tok
moonpay/skills moonpay.com Skills for AI agents to move money — on-ramps, swaps, wallets, deposits, and more via the 112 Claude Code 1 516 tok
smughead/Loupe smughead.github.io macOS accessibility inspector for AI-agent workflows. Hover, annotate, copy structured out 112 Claude Code, Codex, OpenCode 2 987 tok
Sikao-Engine/KimiX The next-gen lightweight coding agent cli 112 Claude Code, Codex, OpenCode 7 665 tok
jbarbier/claude-code-cost-estimate Claude Code skill that estimates the full development cost of any codebase 112 Claude Code 1 —
aleemrehmtulla/kytelink kytelink.com a simple linktree alternative 112 Claude Code 1 2,524 tok
SimplyLiz/ckb Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation 112 Claude Code 3 3,122 tok
LearnPrompt/skillrush-town learnprompt.github.io Skillrush Town: daily ClawHub Top100 snapshots and potential AI skill radar 112 Claude Code, Codex, OpenCode 2 722 tok
elvismdev/mem0-mcp-selfhosted Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hos 112 Claude Code 1 865 tok
avivsinai/langfuse-mcp A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse t 112 Claude Code, Codex, OpenCode 2 892 tok
Agent-Field/plandb agentfield.ai The issue tracker your AI agents are missing. Think Linear or Jira, but for your Claude Co 112 Claude Code 1 1,173 tok