How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
nicknisi/claude-plugins Nick's own marketplace of Claude Plugins 114 Claude Code 1 552 tok
Azure-Samples/snippy 🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. 114 GitHub Copilot 1 548 tok
Tahanima/playwright-java-test-automation-architecture tahanima.github.io Ready-to-use UI Test Automation Architecture using Java and Playwright. 114 Gemini CLI 3 939 tok
alpic-ai/apps-sdk-template alpic.ai A minimalist Typescript ChatGPT App based on the Skybridge framework 114 Claude Code, Codex, OpenCode 2 32 tok
lfaoro/ssm A fast, keyboard-driven TUI that makes your existing ~/.ssh/config delightful to use at fl 114 Codex, OpenCode 1 1,989 tok
alltuner/factoryfloor factory-floor.com AI-powered macOS development workspace. Git worktrees, Claude Code sessions, and dev serve 114 Claude Code, Codex, OpenCode 2 2,591 tok
LeXwDeX/OpenCode-GraphAgent Extends the Hooks API, Directed Acyclic Graph Agent Execution Engine. This project is self 114 Claude Code, Codex, OpenCode 13 4,020 tok
vintasoftware/django-ai-boost A MCP server for Django applications, inspired by Laravel Boost. 114 Codex, OpenCode 1 1,429 tok
timkoda/koda-stack The Koda Creative Stack — 10 creative agents for Claude Code that automate your full conte 114 Claude Code 1 518 tok
TheEterna/api2mcp4j theeterna.github.io Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with 114 Claude Code 1 5,775 tok
felipelobomotta-blip/book-genesis-v4 An open-source writing runner that turns an idea into a manuscript, preserves the work, an 114 Codex, OpenCode 1 993 tok
ryanmac/code-conductor Ship 10x faster by running multiple Claude Code sub agents in parallel. GitHub-native orch 114 Claude Code 1 2,962 tok
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
OneYoungMean/KimodoUnityBridge Free Local Unity AI Motion Generate Tool.Based By Nvlab Kimodo. 114 Codex, OpenCode 1 82 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
xueyouluo/fridge_tracker fridge.followllm.online Xianzhi Tie: A reproducible ESP32 e-paper food freshness reminder featuring an H5/Node.js/ 114 Codex, OpenCode 1 975 tok
tecnologicachile/mail-mcp mail-mcp.tecnologicachile.cl Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 114 Codex, OpenCode 1 2,541 tok
ALBDNDJ/hpcguard A user-space safety net that helps researchers prevent AI agents from overloading shared H 114 Codex, OpenCode 1 821 tok
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 114 Claude Code, Codex, OpenCode 2 4,849 tok
engindemirog/ai-native-engineering-workspace 114 Claude Code, Codex, OpenCode 2 644 tok
yuanboP/frugal 113 Codex, GitHub Copilot, OpenCode 2 986 tok
newtype-ai/nit newtype-ai.org git for agent identity 113 Codex, OpenCode 1 650 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
deweyjose/graphqlcodegen Maven port of the Netflix Gradle code generation plugin for graphql. https://github.com/Ne 113 Codex, OpenCode 1 3,191 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
whut09/opencode-plusplus OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundari 113 Codex, OpenCode 1 1,250 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
stakwork/stakgraph A source code parser using treesitter, LSP, and neo4j, powering software knowledge graphs 113 Codex, OpenCode 1 202 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
solana-foundation/templates npm.im Official templates for create-solana-dapp 🚀 CLI 👉 https://github.com/solana-foundation/c 113 Codex, OpenCode 1 474 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