How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
zarlor/suno-band-manager AI-powered music production assistant for creating Suno-ready song packages — a BMad Metho 14 Claude Code, Codex, Gemini CLI, OpenCode 3 4,224 tok
paulbaranowski/wild-horses 14 Claude Code 3 3,449 tok
LAThomson/prism A scaffold for automating science-of-evaluations research 14 Claude Code 1 —
devfullcycle/claude-subagents 14 Claude Code 2 —
caichuanwang/VibePet 14 Claude Code, Codex, OpenCode 24 3,350 tok
jupyter-ai-contrib/jupyter-ai-acp-client The ACP client implementation in Jupyter AI 14 Claude Code, Codex, Gemini CLI, OpenCode 3 6,046 tok
transparent-pegasus/herdrpowers brings agentic superpowers to the pane-driven. 14 Claude Code, Codex, OpenCode 2 2,417 tok
GxBrasilNOficial/GeneXus-XPZ-Skills Arquivos .md sobre Genexus 14 Codex, OpenCode 2 4,935 tok
friedbotstudio/baseline baseline.friedbotstudio.com A discipline layer for Claude Code. Hooks at every tool boundary, a workflow that runs fro 14 Claude Code 77 6,944 tok
open-homelab-io/open-homelab 14 Claude Code 3 532 tok
dkyazzentwatwa/inkling-bot linktr.ee inkling -- the ai agent inside a raspberry pi. feed it chats & tasks. 14 Claude Code, Codex, Gemini CLI, OpenCode 3 10,046 tok
motosan-dev/acp-cli Headless CLI client for the Agent Client Protocol (ACP) — Rust port of ACPX 14 Claude Code, Codex, OpenCode 2 2,207 tok
jaehongpark-agent/claude-code-spinner-verbs 14 Claude Code 1 559 tok
mavam/pi-fancy-footer A fancy footer extension for pi 14 Codex, OpenCode 1 164 tok
Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class 14 Claude Code, GitHub Copilot 8 680 tok
vietanhdev/bulwark bulwark.nrl.ai Local-first security for developers and their AI coding agents. Finds risky agent settings 14 Codex, OpenCode 1 20,040 tok
alanjmr21/whatsapp-agent-kit 14 Claude Code 2 10,921 tok
wjt0321/lottery-predictor A Double Color Ball lottery prediction tool based on historical data statistics, using mul 14 Claude Code, Codex, OpenCode 2 6,249 tok
jin-bo/guanlan 观澜 (GuānLán) is a local knowledge base project based on the Karpathy LLM Wiki pattern: it 14 Claude Code 1 4,542 tok
stancsz/fnd-reverb-vst3 stancsz.github.io Open-source, modular reverb engine offering high-fidelity algorithms inspired by Valhalla 14 Codex, OpenCode 1 77 tok
calionauta/stelow calionauta.github.io stelow — your agentic product team. AI agents less like coding assistants, more like cross 14 Codex, OpenCode 1 5,216 tok
APPLe-DF/MaaKEDR apple-df.github.io MaaKEDR Cedar Assistant: a vision AI-powered Cedar automation tool driven by MaaFramework 14 Codex, OpenCode 1 3,078 tok
peiyucn/epytor marketplace.visualstudio.com WYSIWYG Markdown editor for VS Code, powered by Milkdown. 14 Codex, OpenCode 1 8,953 tok
panzeyu2013/dsh-chamber dsh (DeepSeek Harness) desktop connection manager: use local instances out of the box; con 14 Claude Code, Codex, OpenCode 4 3,799 tok
DeployAbi/5VR 5VR - story-mode-only VR mod for GTA V Legacy (OpenXR + OpenVR) 14 Codex, OpenCode 1 2,658 tok
Zaimwa9/themis Open source & self-hostable review agent 14 Claude Code, Codex, OpenCode 2 873 tok
LeoKemp223/em_rag A lightweight local RAG for embedded developers based on the standard MCP protocol. It int 14 Claude Code, Codex, Gemini CLI, OpenCode 3 1,167 tok
whynusn/typetype Chinese touch-typing tool supporting character-length and keystroke statistics on Linux Wa 14 Claude Code, Codex, OpenCode 2 20,060 tok
lukasguziel/Overseer youtube.com Cinema 4D plugin that keeps your scenes organized - analyze any scene for insights, normal 14 Codex, OpenCode 1 3,202 tok
ammnt/angie ammnt.fun Distroless Angie with HTTP/3, QUIC, ECH and PQC support🚀 14 Codex, OpenCode 1 1,444 tok
smetaninatv/the-bull-claude-trading-routine Claude Routines for day\swing trading 14 Claude Code 7 1,921 tok
igor47/csheet csheet.net DnD digital character sheet 14 Claude Code 1 4,235 tok
cyborg-garden/hermes-agent-mt nimbleco.ai Multiplayer fork of hermes-agent 14 Codex, OpenCode 1 3,002 tok
Buyukcaglar/DOSBoxPureStandalone Package DOS games as single Windows executables with memory-backed archives, persistent sa 14 Codex, OpenCode 1 3,007 tok
allxsmith/bestax bestax.io A fully-typed React component library for the Bulma CSS framework. Build modern UIs quickl 14 Claude Code, Codex, OpenCode 2 8,237 tok
jdkruzr/ForestNote ForestNote — open source e-ink notes app for Viwoods AiPaper and Onyx Boox tablets with fa 14 Claude Code 1 2,041 tok
dalmasonto/umbral dalmasonto.github.io Umbral is a Rust Web-framework in which every capability is a plugin 14 Claude Code, Codex, OpenCode 9 8,652 tok
esagduyu/labrat 🐀 Terminal-native AI data agent — ask your warehouse a question in plain English, watch d 14 Claude Code 1 11,059 tok
fsans/fms-odata-mcp Model Context Protocol (MCP) server for FileMaker Server OData 4.01 API integration 14 Claude Code, Codex, OpenCode 2 2,527 tok
jakekeeys/frigate-mcp 14 Claude Code 1 1,151 tok
Ching-Chiang/comsol-mcp 14 Claude Code, Codex, OpenCode 2 2,253 tok
bomly-dev/bomly-cli bomly.dev Free, open-source CLI for dependency intelligence, SBOMs, vulnerability auditing, and CI p 14 Codex, GitHub Copilot, OpenCode 2 12,697 tok
Mitscherlich/live2d-mcp 14 Claude Code, Codex, OpenCode 2 1,466 tok
dropdevrahul/campy Animated ASCII terminal pets for CLI coding agents — Claude Code, OpenCode, Pi, Gemini CLI 14 Claude Code, Codex, OpenCode 2 3,795 tok
masterleopold/book-capture Claude Code plugin for capturing books from Kindle, Apple Books, or PDF — screenshot, OCR 14 Claude Code 1 1,109 tok
arcobaleno64/agy-plugin-cc agy-plugin-cc is a Claude Code companion for running Gemini CLI or Antigravity CLI (agy) a 14 Claude Code 1 —
LeeYudok/doksam-skills Senior mobile web/app UX/UI planning skill — generates IA and PPT-style screen specificati 14 Codex, OpenCode 1 7,683 tok
maxwellsdm1867/wheeler Turn Claude Code into an interactive scientific workspace: workflow, file system, and know 14 Claude Code, Codex 50 6,105 tok
gethelio/helio helio.so Governance proxy for MCP: block or hold AI agent tool calls on their arguments, route appr 14 Claude Code, Codex, OpenCode 2 6,311 tok
lveillard/factorio-ai-companion AI companions for Factorio 2.x via MCP. 51 RCON commands, hybrid mining, autonomous skills 14 Codex, OpenCode 1 180 tok