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
cvander/Maya Collection of skills and agent tools to run a bar in San Francisco 11 Claude Code, Codex, OpenCode 2 2,469 tok
bernierllc/agents-environment-config Create a common base agents config for a dev environment. 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 3,443 tok
ForumHFR/redface2 forumhfr.github.io Redface 2 — client Android moderne pour le forum Hardware.fr (Kotlin, Jetpack Compose, Mat 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 5,930 tok
hongmaple0820/agent-academy Agent Academy is an open-source AI Agent training knowledge base dedicated to providing AI 11 Claude Code 1 1,816 tok
GlobalEmergency/ResponseGrid responsegrid.app ResponseGrid — plataforma de coordinación de ayuda en emergencias (GlobalEmergency). NestJ 11 Claude Code, Codex, OpenCode 2 3,219 tok
tompassarelli/nisp Statically-checked Lisp for Nix 11 Codex, OpenCode 1 2,309 tok
fulgidus/zignet MCP server for Zig — AI-powered code generation, debugging, and documentation 11 Codex, OpenCode 1 5,870 tok
grapeot/eink_diary Moji Ji — a colorful E-Ink visual diary: every two hours, it turns what you have been doin 11 Codex, OpenCode 1 516 tok
mgifford/contrast-plus mgifford.github.io A color contrast checker that supports WCAG 2, APCA & Focus Colors 11 Codex, GitHub Copilot, OpenCode 2 2,083 tok
shshalom/voicesmith-mcp Local AI voice for coding assistants — TTS & STT via MCP. Kokoro ONNX + faster-whisper, fu 11 Claude Code 1 148 tok
TTCMarine/Expedition-Python Python wrapper for the Expedition DLL 11 Codex, OpenCode 1 1,402 tok
atliq/recap Search your browsing history in plain English. Local-first RAG - Chrome extension + privat 11 Claude Code, Codex, OpenCode 2 2,631 tok
rstacruz/skimmable Claude Code plugin for more readable formatting 11 Codex, OpenCode 1 135 tok
Knuckles-Team/epistemic-graph A multi-modal agent memory, context, inferencing, analytics engine and database. 11 Claude Code, Codex, OpenCode 4 2,056 tok
open-horizon-labs/ba Lightweight task management for LLMs 11 Claude Code, OpenCode 2 968 tok
Vadiml1024/whisper-speech-to-text 11 Claude Code 1 993 tok
veigap/talksmith Talksmith is a Presenter Agent that helps a human presenter turn raw exploration — article 11 Claude Code 2 7,950 tok
wxhou/openspec-playwright openspec-playwright.pages.dev OpenSpec + Playwright Test Agents integration for automated E2E verification 11 Claude Code 1 1,796 tok
netcanon/netcanon netcanon.net Multi-vendor switch & router config translator — Cisco / Juniper / Arista / Aruba / Dell / 11 Codex, OpenCode 1 40,470 tok
10x-Anit/10x-Accountability-Coach 11 Claude Code, OpenCode 62 5,088 tok
alienxs2/claude.md_GLOBAL 11 Claude Code 1 574 tok
Yugoxc/privacy-kit-cl npmjs.com Cumplimiento Ley 21.719 (protección de datos, Chile) para sistemas con IA/LLMs: enmascara 11 Codex, OpenCode 1 869 tok
evmts/guillotine-mini guillotine-mini-docs.vercel.app A tiny and simple EVM. Written in zig 11 Claude Code 3 7,337 tok
edspencer/frameit frameit.dev Makes attractive title cards & thumbnails for videos and open graph images 11 Claude Code 2 5,054 tok
jacinthpaul/Claude-Certified-Architect 11 Claude Code 11 1,514 tok
elleryfamilia/zerminal A terminal-first development environment for agentic coding 11 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
serithemage/AI-DLC Korean translation of the AI-Driven Development Lifecycle (AI-DLC) methodology 11 Claude Code 1 1,201 tok
coherentforge/CambiOS coherentforge.com Zero-trust, capability-based Rust microkernel targeting formal verification. Tri-arch (x86 11 Claude Code, GitHub Copilot 3 22,329 tok
s1ddh-rth/HumanoidClimb-RL This project explores the application of reinforcement learning (RL) to train humanoid rob 11 Claude Code 1 3,185 tok
carlvellotti/org-os-starter Blank Org OS scaffold — companion to fullstackpm.com/orgos 11 Claude Code 1 372 tok
mitra42/frugal-iot drive.google.com A platform to enable affordable sensor networks 11 Claude Code 1 41,166 tok
Amit-access/jira-playwright-agent QA automation agent that reads Jira stories and generates Playwright tests 11 Claude Code 1 377 tok
robocopklaus/hassio-addon-blocky Efficient DNS proxy and ad-blocker for Home Assistant, offering customizable filtering, ad 11 Claude Code 1 2,091 tok
fruitriin/embodied-claude-wardrobe 11 Claude Code, Codex, OpenCode 59 4,003 tok
patcon/polislike-partykit-reaction-canvas whispering-gallery.patcon.partykit.dev A real-time collaborative reaction canvas for gathering continuous polislike data. 11 Claude Code 1 1,933 tok
rpostulart/Claude-Project-Tracker Track your AI agents with a virtual issue, comments and docs app in your repo 11 Claude Code 4 525 tok
search-atlas-group/MCP-agent SearchAtlas MCP Agent — Agentic Omni-Channel Marketing MCP 11 Claude Code 1 892 tok
AAAAAln1/XiangXiong An experimental cognitive runtime for exploring object-centered autonomous agents. 11 Claude Code 2 3,569 tok
chester9303026-dev/lead-thermal-engine 11 Claude Code 1 675 tok
metabase/repro-bot 11 Claude Code 9 42 tok
a31521424/pixel-to-beads Convert images into fuse bead (Perler/Hama) patterns with color quantization, dithering al 11 Claude Code, Codex, OpenCode 2 6,340 tok
riba2534/btc_options option.red Interactive visual guide to BTC options strategies · expiration profit/loss charts + begin 11 Claude Code 1 4,958 tok
magic3007/dotfiles 🤗 A collection of docker, gdb, git, vim, neovim, zsh, ranger, conda, and tmux configurati 11 Claude Code, Codex, OpenCode 2 8,948 tok
DoublePeach/OpenCodeAgent An enhanced version of Claude Code supporting local private deployment with no cloud depen 11 Claude Code 1 1,096 tok
rudra-cyberops/maritime-cyber-training A maritime cyber training testbed 11 Claude Code 1 9,734 tok
chrisLoweDev/AthleteOS Claude code powered personal trainer to plan, and reflect on workouts for the week 11 Claude Code, Codex, OpenCode 13 8,311 tok
svnscha/dap-dbgeng svnscha.github.io Debug native Windows code - C and C++ programs, services, and even the Windows kernel - st 11 Claude Code 6 1,534 tok
Rudra370/multee 11 Claude Code 1 11,141 tok
lgcarrier/xrpl-mcp-server XRP Ledger MCP Server 11 Codex, OpenCode 2 572 tok
git-scarrow/oracle-mcp-server [MOVED → codeberg.org/scarrow/oracle-mcp-server] MCP server for Oracle database access 11 Claude Code 1 1,171 tok