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
bagidea/bagidea-office bagidea.github.io A living AI-agent office on your desktop wallpaper — Claude Code agents that walk, work, d 261 Claude Code 4 —
receptron/mulmoterminal mulmoterminal.com Run multiple Claude Code and Codex sessions in parallel — a browser terminal grid that sho 261 Claude Code 1 8,098 tok
shinshin86/live2d-add-motion-sample-web-ui Add new motions to a Live2D model by editing JSON only, without Cubism Editor, with a brow 261 Claude Code, Codex, OpenCode 2 8,836 tok
smaramwbc/statewave statewave.ai Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles 260 Codex, OpenCode 1 1,020 tok
ruby-grape/grape-swagger-rails Swagger UI as Rails Engine for grape-swagger gem. 260 Claude Code, GitHub Copilot 2 1,394 tok
axa-group/oauth2-mock-server npmjs.com A development and test oriented OAuth2 mock server 260 Codex, GitHub Copilot, OpenCode 2 2,265 tok
fredrikaverpil/dotfiles 260 Claude Code 2 1,834 tok
originalankur/GenerateAgents.md Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive lan 260 Codex, OpenCode 1 3,246 tok
DMontgomery40/mcp-3D-printer-server dmontgomery40.github.io Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klipper, Duet, 260 Claude Code, Codex, OpenCode 2 2,371 tok
social-media-skills/skills social-media-skills.com 106 social media skills for AI agents - strategy, writing, video, design, platform growth, 260 Claude Code, Codex, OpenCode 2 722 tok
Mizoreww/awesome-claude-code-config Production-ready Claude Code configuration with self-improvement loop, multi-language rule 259 Claude Code 1 908 tok
quailyquaily/aqua mistermorph.com Aqua, a cli message tool for AI agents 259 Codex, OpenCode 1 567 tok
geezerrrr/agent-town A pixel-art AI agent online collaboration platform. 259 Claude Code 1 1,387 tok
isbeorn/nina nighttime-imaging.eu N.I.N.A. (Nighttime Imaging 'N' Astronomy) - Advanced astrophotography sequencing software 259 Claude Code, Codex, OpenCode 3 1,359 tok
BlockRunAI/awesome-finance-mcp A curated list of MCP servers for AI finance agents 259 Codex, OpenCode 1 829 tok
RealSeaberry/AutoMCM-Pro Full-stack automated mathematical modeling competition Skill, supporting Claude Code / Cod 259 Claude Code, Codex 4 —
ThHanke/ontosphere thhanke.github.io Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL en 259 Claude Code, Codex, OpenCode 2 3,803 tok
lingxi-agent/Lingxi 258 Claude Code 1 1,328 tok
walaj/svaba Structural variation and indel detection by local assembly 258 Claude Code 1 34,473 tok
shihongDev/evalyn evalyn.dev Evalyn — a lightweight, local-first eval framework for your GenAI app 258 Claude Code 1 1,345 tok
69gg/Undefined QQ bot platform with cognitive memory architecture and multi-agent Skills, via OneBot V11. 258 Claude Code, Codex, OpenCode 2 7,066 tok
yucchiy/UniCli A CLI tool to control Unity Editor - enabling both humans and AI agents to run compilation 258 Claude Code, Codex 3 6,796 tok
badlogic/pi-share-hf Collect, review, and upload redacted pi session files to a Hugging Face dataset 258 Codex, OpenCode 1 241 tok
Dictation354/paper-fetch-skill Fetch papers as agent-ready markdown — DOI/URL/title in, structured full text out. CLI · M 258 Codex, OpenCode 1 965 tok
Meterless/Meterless meterless.ai Turn your Mac or DGX Spark into an AI hotspot. Nightshift races hundreds of attempts overn 258 Codex, OpenCode 1 658 tok
hiyeshu/trip-map-builder Travel itinerary planning skill: planning → Xiaohongshu research → interactive map generat 258 Claude Code 1 175 tok
mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking 257 Claude Code, Codex, OpenCode 2 878 tok
Atomic-Mail/atomic-mail-agentic atomicmail.ai Let your agents read, send, and react to email autonomously, without human involvement 257 Codex, OpenCode 1 2,511 tok
ed-donner/tech2ai Code to accompany my course from Software Engineer to AI Data Scientist 257 Claude Code, Codex, OpenCode 2 2,020 tok
dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, 257 Claude Code, Codex, OpenCode 2 318 tok
kantord/headson docs.rs head/tail for structured data - summarize/preview JSON/YAML and source code 257 Claude Code 1 1,357 tok
memory-graph/memory-graph A graph DB-based MCP memory server for coding agents with intelligent relationship trackin 257 Claude Code, Codex, OpenCode 2 2,572 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 257 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 7,751 tok
JameZUK/Arkana arkana.re Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary 257 Claude Code 7 9,744 tok
avivsinai/bitbucket-cli Bitbucket CLI with gh-like ergonomics 257 Claude Code, Codex, OpenCode 3 1,006 tok
potatobeanradio/circuitRF potatobeanradio.github.io Full featured RF circuit + electromagnetic simulator. DC, S-parameters, harmonic balance, 257 Claude Code 1 12,395 tok
luanmorenommaciel/agentspec 257 Claude Code 56 3,385 tok
blixvip/html-anime blixvip.github.io Turn a scene prompt into a shot sheet, then have a coding agent draw the film in HTML. No 257 Claude Code, Codex, Gemini CLI, OpenCode 3 226 tok
Owl-Listener/designpowers An agent design team you control: 10 agents that run an inclusive design process while you 256 Claude Code, Gemini CLI 4 884 tok
NanmiCoder/skills-agent-proto A Skills Agent built with LangChain 1.0, demonstrating the underlying principles of Anthro 256 Claude Code, Codex, OpenCode 3 1,389 tok
cafe3310/public-agent-skills personal agent skills for better QoL 256 Codex, OpenCode 1 373 tok
Samsung/Tizen.NET Welcome to Tizen .NET 256 Claude Code, Codex 1 —
H4D3ZS/vscodium-rust cyberifrit.xyz AI-native IDE with agentic workflows, iPhone emulation on Windows/Linux, PyTorch ML Studi 256 Cursor 1 349 tok
different-ai/agent-bank zerofinance.ai CLI-first banking for agents 256 Codex, OpenCode 26 3,487 tok
marcus/td A minimalist CLI for tracking tasks across AI coding sessions. 256 Claude Code, Codex, OpenCode 3 2,715 tok
CosminMihuMDC/KtorMonitor cosminmihumdc.github.io Powerful tool to monitor Ktor Client, OkHttp and http4k requests and responses, making it 256 Claude Code, Codex, OpenCode 2 3,521 tok
opensearch-project/security opensearch.org 🔐 Secure your cluster with TLS, numerous authentication backends, data masking, audit log 256 Codex, OpenCode 1 2,320 tok
exosyphon/nvim Neovim Configuration 256 Gemini CLI 1 124 tok
vinkius-labs/mcpfusion vinkius.com MCP Fusion - The TypeScript framework for secure MCP servers. 255 Claude Code 2 —
Ariestar/sivtr sivtr.pages.dev A unified agent memory workspace for human and agent | A unified agent memory workspace 255 Claude Code, Codex, OpenCode 5 6,045 tok