How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
yuanchuan/aivo getaivo.dev Use your favorite coding agent with any model. 193 Claude Code 1 767 tok
mainline-org/mainline mainline.sh Git-native memory for coding agents. Repo memory before the diff. 193 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,310 tok
IngvarConsulting/unica ingvarconsulting.github.io Unica (Ю́ника) — публичный плагин Codex и Claude Code для разработки на 1С:Предприятии. 193 Claude Code, Codex, OpenCode 2 5,300 tok
meta-quest/agentic-tools developers.meta.com Agent Skills for Meta Quest/Horizon OS VR Development 193 Claude Code, Codex, OpenCode 2 4,932 tok
zachahn/vomit Clean up Claude's token vomit with a separate LLM. Save your tokens, Opus is hopeless 193 Claude Code 1 62 tok
SNL-UCSB/paper-writing-skill sites.cs.ucsb.edu A Claude Code skill that encodes battle-tested editorial principles, section-specific rhet 193 Claude Code 1 1,116 tok
Weaverse/weaverse weaverse.io Open-source SDKs / toolkit for seamless integration and development of Shopify Hydrogen th 193 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,167 tok
huangjunsen0406/xiaozhi-mcphub MCP bridge system optimized for Xiaozhi AI integration 193 Claude Code, Codex, OpenCode 4 2,870 tok
strands-agents/docs strandsagents.com Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in 193 Claude Code, Codex 4
egebese/dataseo-mcp suparank.io A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get ba 192 Claude Code, Codex, OpenCode 2 1,069 tok
sibartlett/Geo nuget.org A geospatial library for .NET 192 Claude Code, Codex, OpenCode 4 3,083 tok
alexeykrol/claude-code-starter Meta-documentation framework for AI-assisted development with Claude Code 192 Claude Code 13 1,731 tok
ThaddaeusSandidge/BorisChernyClaudeMarkdown A template CLAUDE.md file implementing Agentic Context Engineering (ACE) 192 Claude Code 1 528 tok
kimjbstar/prisma-class-generator npmjs.com Prisma generator that emits TypeScript classes decorated for @nestjs/swagger, class-valida 192 Claude Code 1 2,495 tok
dvcrn/mcp-server-siri-shortcuts MCP for calling Siri Shorcuts from LLMs 192 Claude Code, GitHub Copilot 2 52 tok
pricklywiggles/niamos Obsidian productivity system and second brain. 192 Claude Code 8 884 tok
colophon-group/jobseek jseek.co Monitors company career pages for new job postings and surfaces them in a single dashboar 192 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,679 tok
hyscaler/HyCanvas hycanvas.com Free, self-hostable, AI-native design software for creating graphics, social posts, and mo 192 Claude Code 1 2,799 tok
justxor/pythonroamap2026 A complete roadmap for learning Python in 2026 192 Claude Code, Cursor 2 2,025 tok
lennney/mcp-slim-guard take-a-deep-breath0.com Context compression for MCP. Same upstream call, exact results recoverable. 192 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,224 tok
ffroliva/gflow-cli ffroliva.github.io Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched an 192 Claude Code, Codex, GitHub Copilot, OpenCode 22 10,900 tok
fancyboi999/open-tag getopentag.com Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your 191 Claude Code, Codex, OpenCode 5 3,877 tok
hexianWeb/Third-Person-MC third-person-mc.vercel.app Three.js web version Minecraft in browser 191 Claude Code, Codex, Cursor, OpenCode 15 2,908 tok
Samsung/tizen-docs samsungtizenos.com This project is for writing Tizen documents for platform and application developers. The d 191 Claude Code, Codex, OpenCode 2 612 tok
narumiruna/yfinance-mcp 191 Claude Code, Codex, GitHub Copilot, OpenCode 3 661 tok
earlyaidopters/second-brain 191 Claude Code 1 298 tok
iusztinpaul/squid The Software Factory 191 Claude Code, Codex, OpenCode 2 2,667 tok
arc-mcp/arc-1 docs.arc-1-mcp.com 191 Claude Code, Codex, OpenCode 12 13,238 tok
morluto/jacobian Composable mathematics tools for agents 191 Claude Code, Codex, OpenCode 11 1,156 tok
zhe-qi/clhoria-template Production-ready Hono backend template that doubles as an AI agent harness — providing fee 190 Claude Code, Codex, OpenCode 2 2,478 tok
kaichen/kimicc Run Claude Code with Kimi K2 using a single command: npx kimicc. 190 Claude Code 1 32 tok
iannuttall/unclaimed Find and track available single-word domains from your terminal. 190 Claude Code, Codex, OpenCode 2 498 tok
ayoubben18/ab-method A workflow system for Claude Code and Codex. It grills a problem into a domain-grounded pl 190 Claude Code, Codex 57 41 tok
techygarg/lattice techygarg.github.io Install engineering discipline into any AI coding assistant. Composable skills for design, 190 Claude Code, Codex, OpenCode 3 148 tok
CortexPrism/cortex cortexprism.io CortexPrism — open-source AI agent operating system 189 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,058 tok
microsoft/v8-jsi React Native V8 JSI adapter 189 Claude Code, Codex, OpenCode 2 2,772 tok
apache/camel-spring-boot camel.apache.org Runs Camel on Spring Boot and provides starters for Camel components 189 Claude Code, Codex, OpenCode 2 6,010 tok
VishalJ99/claude-docker Docker container for running Claude Code with full permissions and Twilio notifications 189 Claude Code 10
lylo/pagecord pagecord.com Blog without the slog 189 Claude Code, Codex, OpenCode 7 5,775 tok
77wliNd/aemeath_withclaude Who doesn't love a pixel Xiao Aimi that animates along with Claude Code's status? 189 Claude Code 3 2,108 tok
patchorbit/domscribe domscribe.com Domscribe is a pixel-to-code development tool that bridges the gap between running web app 189 Claude Code 2 1,823 tok
mag123c/toktrack npmjs.com Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code) 189 Claude Code, Codex, OpenCode 11 746 tok
nicepkg/auto-company 🤖 A fully autonomous AI company that runs 24/7. 14 AI agents (Bezos, Munger, DHH...) brai 189 Claude Code 51 3,706 tok
liseami/ChunUI Define your palette. Ship the same texture. — Monochrome-quality SwiftUI design system ext 189 Claude Code 1 1,165 tok
cso1z/claude-ip-guard A Claude Code hook plugin for IP-based access control · Prevents Claude account bans · Cla 189 Claude Code 3
weijiafu14/pi2dsh Bridge the Pi and DeepSeek Harness ecosystems: one Pi Host ABI runs unmodified Pi extensio 189 Claude Code, Codex, OpenCode 2 15,127 tok
Ivy-Interactive/Ivy-Tendril ivy.app AI agents can now write 99% of the code. This changes what it means to be a developer. Our 189 Claude Code, Codex, OpenCode 6 226 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 189 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
Brightwing-Systems-LLC/mcp-manager 189 Claude Code 1 865 tok
Azure/gpt-rag-ingestion The GPT-RAG Data Ingestion service automates processing of diverse documents—PDFs, images, 189 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,887 tok