How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
schub-tech/llm-ideation-wiki schub.tech AI-maintained Notion wiki that pressure-tests business ideas into evidence-bound verdicts. 11 Claude Code, Codex, OpenCode 2 858 tok
linwk20/tmux-kanban An AI-native, lightweight web kanban board for tmux sessions and terminal agents. 11 Claude Code 1 3 tok
cognitx-leyton/codegraph cognitx.leyton.com 🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, Re 11 Claude Code 22 2,607 tok
ychampion/codeclaw CLI for exporting Claude Code/Codex sessions to Hugging Face with privacy redaction, MCP m 11 Claude Code 2 280 tok
dryvist/nix-ai Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one fl 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,492 tok
jimezsa/opencolab opencolab.ai 🐙 Accelerating Scientific Discovery — Turn your research into an always-on autonomous lab 11 Claude Code, Codex, Gemini CLI, OpenCode 3 5,041 tok
EntityProcess/allagents allagents.dev CLI tool for managing multi-repo AI agent workspaces with plugin synchronization across mu 11 Claude Code, Codex, OpenCode 2 2,085 tok
daemonicai/teambuilder daemonicai.github.io Subagent team-building help for Claude Code 11 Claude Code 9 470 tok
xiaoliu10/claude-code-router-next Use Claude Code and Codex as the foundation for coding infrastructure, allowing you to cho 11 Claude Code 1 2,728 tok
wwind123/coding-review-agent-loop Local Claude/Codex PR review loop using existing CLI subscriptions instead of model API ke 11 Claude Code 2 278 tok
troykelly/claude-skills Opinionated GitHub-native development workflow with 28 skills for autonomous, issue-driven 11 Claude Code 1 2,757 tok
johnkozaris/jko-claude-plugins Claude Code plugin marketplace — Rust, ESP32 C++, Python backend, SwiftUI, dead code detec 11 Claude Code 1 832 tok
jmagly/agentic-sandbox Self-hostable runtime for persistent autonomous coding agents — KVM-isolated VMs (or rootl 11 Claude Code, Codex, OpenCode 2 5,250 tok
n24q02m/better-telegram-mcp mcp.n24q02m.com Telegram for AI agents -- messages, chats, media, and contacts across both bot and full us 11 Claude Code, Codex, OpenCode 2 3,522 tok
developer-overheid-nl/skills-developer-overheid-nl Agent skills for the Dutch Government Developer Portal (developer.overheid.nl) knowledge b 11 Claude Code 1 513 tok
DefaultPerson/agent-setup Universal setup for Claude Code & Codex CLI — security guard, TTS notifications, status li 11 Claude Code, Codex, OpenCode 2 3,369 tok
joelbarmettlerUZH/vue-mcp vue-mcp.org Up-to-date Vue.js documentation for any AI assistant 11 Claude Code 1 6,763 tok
Dragoon0x/everything-design-taste A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn gener 11 Claude Code 1 552 tok
carloluisito/mindkeg-mcp A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atom 11 Claude Code, Codex, OpenCode 3 11,155 tok
ahmedibrahim085/Claude-Multi-Agent-Research-System-Skill A Multi-Agent Research System using Claude Code Skills. it is inspired by Anthropic claude 11 Claude Code 6
CyannSHI/ai-interview-kit Engineer user-research methodologies into AI prompts — professional-grade phone interviews 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 911 tok
hburaktasyurek/karpathy-interaction-guidelines Behavioral guidelines for LLM tools (AGENTS.md). Installer wires Claude Code, Codex, OpenC 11 Claude Code, Codex, OpenCode 2 1,281 tok
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
tykisgod/quick-question The control plane for game-dev agents — close the loop with verified compile, test, and cr 11 Claude Code, Codex, OpenCode 4 3,605 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
tickets-forge-dev/loop-lang loopflow.live An open, natural-language DSL for self-correcting AI coding loops — say what an AI coding 11 Claude Code, Codex, OpenCode 5 5,516 tok
marketcalls/trading-terminal learn.marketcalls.in Terminal - Built using Claude Code (Fable 5) as Part of AI Bootcamp 2.0 11 Claude Code 1 1,071 tok
MCKRUZ/claude-code-mastery matthewkruczek.ai The definitive Claude Code setup, configuration, and mastery skill — CLAUDE.md engineering 11 Claude Code 1 901 tok
lglucas/ai-dev-operating-system Day-zero operating system for AI-assisted SaaS development: Claude Code rules, agents, ski 11 Claude Code 54 653 tok
imsaif/design-with-claude designwithclaude.com dwic is a product designer inside your terminal. Run npx dwic-audit to audit your design s 11 Claude Code 1 3,458 tok
Mirage20/ccstatus-go 🎭 Over-engineered statusline for Claude Code with provider-component architecture, TTL-ba 11 Claude Code 3 1,030 tok
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
caixiaoshun/claudex Bridge Claude Code to ChatGPT Codex via a local Anthropic-compatible proxy. 11 Claude Code 1
jpantsjoha/ai-native-developer-experience jpantsjoha.com Team operating model for hybrid human+AI delivery: one shared, drift-checked contract for 11 Claude Code, Gemini CLI 2 970 tok
sixteen-dev/obai openbell.ai OBaI is an open-source multi-agent platform for stock research, strategy backtesting, an 11 Claude Code, Codex 3 1,584 tok
foxtrottwist/shortcuts-mcp lawrencehorne.com TypeScript MCP server that connects Claude to your macOS Shortcuts. See your available sho 11 Claude Code 1 1,207 tok
n2ns/n2n-nexus n2ns.com Local-first MCP coordination hub. One local daemon serves multiple AI assistants across ID 11 Claude Code 2 705 tok
ehebert7/salesforce-claude-framework Salesforce development framework with Claude Code integration, custom agents, commands, an 11 Claude Code 7 369 tok
Vvkmnn/claude-praetorian-mcp npmjs.com ⚜️ An MCP server for context compaction and recycling in Claude Code 11 Claude Code 1
kriasoft/oauth-callback kriasoft.com Lightweight OAuth 2.0 authorization code capture for CLI tools & desktop apps. Works wit 11 Claude Code 1 739 tok
spences10/claude-code-analytics 👀 Local-first analytics and statusline for Claude Code - capture sessions, tool calls, co 11 Claude Code 1 132 tok
tenatarika/vex Fast hybrid code search built for AI agents 11 Claude Code 1
nightsailer/wechat-clawbot Python SDK for the WeChat ClawBot ilink API, with a built-in multi-user gateway for AI bac 11 Claude Code 1 855 tok
bostonaholic/team team.bostonaholic.dev Orchestrates specialized agents to autonomously implement entire features end-to-end 11 Claude Code, Codex, OpenCode 5 4,478 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
jexp/agentic-engineering docs.google.com Agentic Engineering Content - Workshop, Keynote 11 Claude Code 1 1,084 tok
Sealjay/mcp-hey MCP server for Hey.com: read, send, search, and organise email from Claude or any MCP clie 11 Claude Code 4 1,104 tok
masaki39/marp-mcp MCP server that lets AI agents build and edit Marp slide decks via structured tools. 11 Claude Code 2 1,049 tok
oborchers/mcp-server-pacman A Model Context Protocol server that provides package index querying capabilities. 11 Claude Code 1 407 tok
xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs. 11 Claude Code 1 707 tok