How real projects configure their agents

24,785 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
sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform developer workstation control plane powered by chezmoi — adaptive terminal 82 Claude Code, Codex, OpenCode 2 3,175 tok
escoffier-labs/brigade brigadestack.com Brigade Stack: run coding agents anywhere and keep one record of the work. Shared tasks, c 82 Codex, OpenCode 1 2,653 tok
mgifford/ACCESSIBILITY.md mgifford.github.io ACCESSIBILITY.md — a simple, open format (aligned with AGENTS.md) for guiding coding agent 82 Codex, GitHub Copilot, OpenCode 2 6,819 tok
gutomec/nirvana-os-engine squads.sh Nirvana-OS engine: ready-to-run agentic operations. One sentence in, finished work out. So 82 Claude Code, Codex, Gemini CLI, OpenCode 3 17,208 tok
dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri 82 Claude Code, Codex, OpenCode 2 13,855 tok
PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 82 Claude Code, Codex, OpenCode 2 17,551 tok
AuthPlane/authserver OAuth 2.1 Authorization Server for the Model Context Protocol (MCP) 82 Codex, OpenCode 1 4,594 tok
Dicklesworthstone/frankensim Plan-first Rust continuum for certified geometry, physics simulation, optimization, and re 82 Codex, OpenCode 1 9,327 tok
snyk/snyk-ls snyk.io Language Server used by IDEs as Snyk Backend for Frontends 82 Claude Code, Codex, Cursor, OpenCode 9 1,485 tok
golbin/AGENTS.md Humans, please leave. 82 Codex, OpenCode 1 625 tok
yahor-punko/mavericks-os Orchestrate Claude Code sub-agents across long-running, single- or multi-repo projects. Ar 82 Claude Code, Codex 16 19,769 tok
odysseus0/symphony Symphony turns project work into isolated, autonomous implementation runs, allowing teams 82 Claude Code, Codex 7 —
openshift/cluster-kube-apiserver-operator The kube-apiserver operator installs and maintains the kube-apiserver on a cluster 82 Claude Code, Codex, OpenCode 2 1,289 tok
evergreen-it-dev/folio foliowiki.online The AI-assisted, open-source alternative to Notion and Confluence: a team wiki that lives 82 Codex, OpenCode 1 1,545 tok
YanpengQi7/ai-reliability-copilot ai-reliability-copilot.vercel.app Turn a production incident into a structured 9-section LLM response (severity, root cause, 81 Claude Code, Codex, OpenCode 2 4,504 tok
JasonBoy/msw-mcp msw-mcp-docs.vercel.app Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking 81 Claude Code, Codex, OpenCode 2 940 tok
pulsemcp/mcp-servers MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We buil 81 Claude Code, Codex, OpenCode 3 6,672 tok
liuxingqitd/skills-hub skills-hub.dev A local dashboard to manage AI coding agent skills — sync, install, and organize skills ac 81 Claude Code, Codex, OpenCode 2 1,465 tok
orual/pattern agent builder 81 Claude Code, Codex, OpenCode 4 1,420 tok
amaynez/kiro-style-sdd Kiro Style Spec Driven Development using any LLM 81 Claude Code, Codex, Cursor 4 162 tok
klubinskak/skilldex skilldex-web-tau.vercel.app Skilldex is a local-first desktop dashboard for developers to discover, organize, and favo 81 Codex, OpenCode 1 49 tok
efremidze/swift-architecture-skill Agent Skill for Swift architecture design and implementation patterns. 81 Claude Code, Codex, OpenCode 4 1,426 tok
openJiuwen-ai/agent-memory Memory is a long-term memory module for AI agents, providing capabilities for memory extra 81 Claude Code, Codex, OpenCode 3 3,129 tok
soniqo/speech-studio soniqo.audio Open-source desktop voice-cloning studio for creators — clone a voice, script lines with e 81 Claude Code, Codex, OpenCode 2 4,493 tok
lbiz-partners/hometax-doum Six free skills for telling AI to perform Hometax tax tasks by voice — VAT, comprehensive 81 Claude Code, Codex, OpenCode 4 4,298 tok
davidmosiah/google-health-mcp wellness.delx.ai Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Her 81 Codex, OpenCode 1 154 tok
solana-foundation/solana-mcp-official mcp.solana.com 81 Claude Code, Codex, OpenCode 3 55 tok
nylas/cli cli.nylas.com Nylas CLI is a unified command-line tool for Nylas API authentication, email management (G 81 Claude Code, Codex, OpenCode 21 2,393 tok
humaidhahm/opencode-pentester AI-powered red teaming, and pentesting for web applications via opencode : defensive code 81 Claude Code, Codex, OpenCode 3 1,928 tok
woocommerce/woocommerce-paypal-payments wordpress.org 81 Claude Code, Codex, OpenCode 17 1,447 tok
brucemcpherson/gas-fakes mcpher.com Bringing Google Apps Script to the modern dev stack via local service emulation. 81 Claude Code, Codex 4 —
supabase/pg-toolbelt Postgres migrations made easy 81 Claude Code, Codex, OpenCode 3 11 tok
alexhraber/flowhawk Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces 81 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
577206/knowledge-forge Local-first Obsidian knowledge ingestion workbench for PDFs, Markdown, TXT and spreadsheet 80 Claude Code, Codex, OpenCode 2 2,835 tok
G12789/mcp-quickstart Forge a working, testable, publishable MCP server in 30s. TypeScript or Python, with examp 80 Codex, OpenCode 1 714 tok
Clayca/Pixelis A project aims to improve LLMs' pixel reasoning ability. 80 Claude Code, Codex, OpenCode 2 4,317 tok
keep-starknet-strange/starknet-agentic starknet-agentic.com Smart contracts, tools, and skills for AI agents that transact on Starknet 80 Claude Code, Codex, OpenCode 2 4,760 tok
jasonhulbert/jetbrains-trash-panda-theme A theme for raccoons and other creatures of the night 80 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
oculairmedia/Letta-MCP-server MCP server to manage letta server and comunicate with agents 80 Codex, OpenCode 1 2,358 tok
ahtavarasmus/lightfriend lightfriend.ai The first verifiably private cloud AI assistant. Runs in AWS Nitro Enclave with hardware a 80 Claude Code, Codex, OpenCode 17 3,248 tok
tan-yong-sheng/ai-vision-mcp A Model Context Protocol (MCP) server that provides vision capabilities to analyze image a 80 Claude Code, Codex, OpenCode 30 4,139 tok
kivo360/OmoiOS omoios.dev Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parall 80 Claude Code, Codex, Cursor, OpenCode 31 6,385 tok
entropy-cloud/attractor-guided-engineering-template A best-practices template for AI-assisted development at scale. It turns your repository i 80 Codex, OpenCode 1 2,830 tok
drakulavich/kesha-voice-kit drakulavich.github.io Kesha listens and talks back: local speech to text and text to speech for agents and scrip 80 Claude Code, Codex, OpenCode 21 969 tok
a-pavithraa/springboot-skills-marketplace Spring Boot Skill for Claude Code and Codex 80 Claude Code, Codex, OpenCode 2 288 tok
tomsej/pi-ext Extensions, skills, and themes for Pi coding agent 80 Codex, OpenCode 1 110 tok
heggria/taskflow heggria.github.io DAG runtime for coding-agent workflows with verification, resume, replay, and effect check 80 Codex, OpenCode 1 7,110 tok
kunickiaj/codemem codemem.sh A lightweight persistent-memory companion for OpenCode & Claude 80 Codex, OpenCode 1 1,357 tok
roundpilot/superpowers-antigravity An agentic skills framework & software development methodology that works. Built natively 80 Claude Code, Codex 1 —
club-cog/devin-handoff Hand off tasks to Devin — a plugin/skill for Claude Code, Codex, Cursor, and any coding ag 80 Codex, OpenCode 1 542 tok