How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
AI4Scientist/nano-scientist An autonomous research agent that turns a topic into a peer-reviewed technical report 128 Claude Code 1 1,735 tok
valory-xyz/open-autonomy stack.olas.network A framework for the creation of autonomous agent services. 128 Claude Code 1 2,643 tok
aaddrick/claude-pipeline Portable Claude Code multi-agent pipeline - skills, agents, hooks, orchestration scripts, 128 Claude Code, Codex 37
liyupi/github-global codefather.cn A 2026 programming guide project for hands-on AI programming: a GitHub repository AI docum 128 Claude Code, Cursor 1
GGPrompts/ClaudeGlobalCommands 128 Claude Code 20 332 tok
guhcostan/b3analysis Agente de análise de ações brasileiras (B3) com Claude Code — sem API keys 128 Claude Code 24 1,695 tok
iancanderson/openscad-agent A Claude Code-powered 3D modeling agent environment for creating 3D printable designs usin 128 Claude Code 4 810 tok
DirectedEdges/specs specsplugin.com Schema, types, and command line tools to record and manage UI component specifications. 128 Claude Code, GitHub Copilot 9 1,548 tok
damionrashford/RivalSearchMCP Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social se 128 Claude Code, Codex, OpenCode 2 5,408 tok
sa4hnd/vibra-code mintlify.wiki Open-Source AI App Builder for Mobile — Build apps with AI like vibecodeapp, rork, lovable 128 Claude Code 1 4,072 tok
Upload-Post/avatar-mix Generate 16:9 & 9:16 videos with your HeyGen avatar, animated backgrounds (HyperFrames), m 128 Claude Code 1
liangdabiao/tikhub_api_skill skillhub.cn TikHub API Assistant is a Codex/Claude Code Agent Skill designed to help users search, dis 128 Claude Code 2 1,379 tok
vstorm-co/pydantic-ai-backend vstorm-co.github.io File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker 128 Claude Code 1 948 tok
robonuggets/design-system Give Claude a brand reference, get a full design system page + 1-page A4 brand book PDF. 128 Claude Code 2 265 tok
wpgaurav/generateblocks-skills gauravtiwari.org GenerateBlocks Skills to create better layouts with AI tools. 128 Claude Code, Codex, OpenCode 2 3,884 tok
qbit-ai/qbit agentic terminal application 127 Claude Code 3 6,442 tok
OpenYabby/OpenYabby openyabby.com Voice-driven multi-agent assistant — Realtime API + CLI runners + multi-channel orchestrat 127 Claude Code, Codex, OpenCode 2 9,284 tok
rileyhilliard/claude-essentials 127 Claude Code 1 2,952 tok
kenneth-liao/ai-launchpad-marketplace 127 Claude Code 1 374 tok
clxzl/claude-code-best-practice-cn Chinese translation of Claude Code best practices. 127 Claude Code 45 1,807 tok
zhensherlock/protocol-launcher protocol-launcher.vercel.app Type-safe deep link generator for protocol-based apps, enabling one-click launch, install, 127 Claude Code, Codex, OpenCode 2 1,501 tok
daypunk/LockedIn Lives inside your Claude Code session. Capture work as structured experience, then render 127 Claude Code 1 2,857 tok
colebemis/notion-workers My Notion Workers 127 Claude Code, Codex, OpenCode 7 990 tok
thtskaran/claude-code-analysis We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, 127 Claude Code 2 91 tok
iconben/z-image-studio A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Ton 127 Claude Code, Codex, Gemini CLI, OpenCode 3 345 tok
pangon/ai-sdlc-framework A process framework for AI-first software development focused on the pre-coding phases 127 Claude Code 11 3,473 tok
sstraus/tuicommander tuicommander.com The IDE that understands AI agents. Run parallel agents on isolated branches with full obs 127 Claude Code, Codex, OpenCode 1 6,793 tok
royshil/obs-mcp An MCP server for OBS 127 Claude Code 1 301 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 127 Claude Code, Codex, Gemini CLI, OpenCode 5 1,593 tok
mit-han-lab/mlsys2026-flashinfer-contest 127 Claude Code 1 463 tok
ChrisTitusTech/titus-ai Codex and AI skills 127 Claude Code, Codex, OpenCode 16 1,017 tok
Seeed-Studio/kicad-mcp-server 🔌 MCP server for KiCad EDA - Analyze schematics & PCBs, trace pin-level connections, auto 127 Claude Code 1 2,883 tok
hiromaily/go-crypto-wallet Cryptocurrency wallet for trading for Bitcoin, Bitcoin cash, Ethereum, ERC20, XRP Leger (R 127 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,234 tok
shodan1q/zeroapp The domestic operating system is reshaping the mobile ecosystem, but HarmonyOS's biggest b 126 Claude Code 2 2,311 tok
pithings/zigpty Tiny, cross-platform PTY library for Node.js, built in Zig, also usable as a standalone Zi 126 Claude Code, Codex, OpenCode 2 7,364 tok
ryan-yuuu/crypto-trading-arena The open source trading arena 126 Claude Code, Codex 6 795 tok
LFDT-Lineth/lineth-monorepo linea.build The principal Lineth repository. Lineth is an enterprise-grade EVM layer 2 framework for d 126 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,518 tok
qzaidi/quran node,websql and javascript API for Holy quran 126 Claude Code 1
cameroncooke/reloaderoo async-let.com Powerful MCP debugging proxy and CLI inspection tool. 126 Claude Code 1 2,369 tok
nolabs-ai/AgentUp always-further.github.io Portable , scalable , secure AI Agents 126 Claude Code 1 3,948 tok
mxtommy/Kip SignalK Instrument package 126 Claude Code, Codex, GitHub Copilot 11 6,085 tok
mattgodbolt/agner Reworking of Agner Fog's performance test programs for Linux 126 Claude Code 1 2,405 tok
HagiCode-org/site hagicode.com Official marketing site for HagiCode product capabilities, AI coding workflows, and gettin 126 Claude Code, Codex, OpenCode 2 373 tok
riverscn/intro-agentic-ai intro-agentic-ai.lishun.me Understanding Agentic AI: From neural networks to intelligent agents. 126 Claude Code, Codex 2
st0012/ruby-skills Claude Code plugins for Ruby development. 126 Claude Code 1 1,197 tok
CopilotKit/generative-ui-playground go.copilotkit.ai Interact with all three types of generative UI, all in one interface 126 Claude Code 1 2,286 tok
smartcontractkit/chainlink-agent-skills [PUBLIC] Repository for Chainlink Skills that implement https://agentskills.io/specificati 126 Claude Code, Codex, OpenCode 2 1,133 tok
nanasess/setup-chromedriver ChromeDriver for use in GitHub Actions 126 Claude Code 1 985 tok
CliMA/ClimaAtmos.jl clima.github.io GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibrat 126 Claude Code, Codex, GitHub Copilot, OpenCode 3 905 tok
lance-format/lance-duckdb The lance extensions for DuckDB enable reading and writing of lance tables. 126 Claude Code, Codex, OpenCode 2 1,672 tok