How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
brunobracaioli/claude-code-starter-pack 55 Claude Code 8 387 tok
hongmaple0820/scale-engine scale-os.hongmaple.top SCALE Engine is an AI engineering scaffolding engine that provides a physical constraint l 55 Claude Code, Codex, Cursor, OpenCode 7 1,317 tok
NihilDigit/waybar-ai-usage Monitor Claude Code and OpenAI Codex CLI usage directly in your Waybar status bar. 55 Claude Code, Codex, OpenCode 2 2,392 tok
wbrown/janus-datalog An embeddable Datalog database that is Datomic-inspired written in Golang 55 Claude Code 6 21,809 tok
bjwanneng/veriflow-cc VeriFlow-CC: A Claude Code-driven RTL design pipeline. Automates Chip-on-Chat from archite 55 Claude Code 1 1,972 tok
CDSecurity/cdsecurity-skills Claude Code skills for smart contract security — by CD Security 55 Claude Code 1 322 tok
jamalrfordii-arch/Vanguard-Map jamalrfordii-arch.github.io 3D multi-domain tactical intelligence map — live ships, flights, satellites, cables & spac 55 Claude Code 1 5,129 tok
zscaler/zscaler-mcp-server pypi.org Zscaler Integration MCP Server is a Model Context Protocol (MCP) server designed for manag 55 Claude Code, Gemini CLI 2 39,477 tok
vast-ai/base-image Base Docker image suitable for extension. Simplifies TLS, Authentication and instance set 55 Claude Code 3 1,156 tok
agavra/yuzudraw yuzudraw.com visual ASCII editor for both humans and agents 55 Claude Code, Codex, OpenCode 2 2,287 tok
charannyk06/conductor-oss app.conductross.com Local-first control surface for AI coding agents, workspaces, worktrees, terminals, diffs, 55 Claude Code, Codex, OpenCode 2 2,547 tok
vikshana/vikshana-graft-app An open source AI Assistant for Grafana 55 Claude Code, OpenCode 3 3,010 tok
dkyazzentwatwa/cypher-pn532 A tiny ESP32 device that interacts with RFID + NFC devices using the PN532 chip. 55 Claude Code, Codex, OpenCode 2 5,212 tok
framara/react-flow-skill Claude Code skill for building interactive node-based UIs with React Flow (@xyflow/react v 55 Claude Code 1 556 tok
jvogan/a-fable-of-codexes Claude Code skills that make Claude (Fable) the conductor of AI worker fleets: many parall 55 Claude Code, Codex, OpenCode 2 392 tok
hunmer/agent-spaces hunmer.github.io Multi-agent collaboration platform 55 Claude Code, Codex, OpenCode 8 2,061 tok
mrwuss/p21-api-documentation Unofficial community documentation for Prophet 21 (P21) APIs with Python examples. Covers 55 Claude Code 1 6,407 tok
mathruffian-dot/voxcpm2-voice-cloner VoxCPM2 voice cloner with auto GPU detection (CUDA/XPU/CPU) and Ultimate Cloning support 55 Claude Code, Codex, OpenCode 2 1,096 tok
ananddtyagi/webpage-screenshot-mcp An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you 55 Claude Code 1 —
s-soroosh/claude-code-js Claude Code SDK for Javascript & Typescript 55 Claude Code 1 601 tok
asdhabdua/bilibili-video-notes-skill Bilibili Video Notes is a tool that automatically generates DOCX study notes with screensh 55 Claude Code, Codex, OpenCode 2 1,817 tok
ruvnet/dynamo-mcp A dyamic MCP Registry using Cookiecutter templates 55 Claude Code, GitHub Copilot 2 52 tok
brycewang-stanford/stata-code Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready ta 55 Claude Code, Codex, OpenCode 2 4,725 tok
everr-labs/everr everr.dev 55 Claude Code, Codex, OpenCode 6 396 tok
KongFangXun/sofagent npmjs.com sofagent is an open-source FDE Harness for AI coding agents — on entry, write your busines 55 Claude Code, Codex, Gemini CLI, OpenCode 4 1,034 tok
tanbro/uiautomator2-mcp-server A MCP (Model Context Protocol) server that provides tools for controlling and interacting 55 Claude Code, Codex, OpenCode 2 4,552 tok
verygoodplugins/streamdeck-mcp MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions 55 Claude Code 1 826 tok
saeed-vayghan/gemini-agent-skills A comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerf 55 Claude Code, Gemini CLI 130 —
neondatabase/postgres-skills 55 Claude Code, Codex, OpenCode 2 1,105 tok
wheregoes/byd-apps Custom Android apps for BYD electric vehicles — door sounds, CAN bus tools, and more. No r 55 Claude Code 1 506 tok
novasamatech/nova-spektr novaspektr.io Nova Spektr — All-in-one Polkadot desktop wallet supporting multisigs, staking, light clie 55 Claude Code 7 3,214 tok
moKshagna-p/musico musico-web.vercel.app building letterboxd for music 55 Claude Code, Codex, OpenCode 2 1,607 tok
mamift/LinqToXsdCore LinqToXsd ported to .NET Core (targets .NET Standard 2 for generated code and .NET Core 3. 55 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,972 tok
wanghao9610/STAR wanghao9610.github.io STAR: Systematic Toolchain for AI Research (Harness, WIP) 54 Claude Code, Codex, OpenCode 31 2,067 tok
Crypt0nly/plutus myplutus.ai Local Ai agent 54 Claude Code 2 973 tok
SumonMSelim/agentguard Universal security guardrails and workflow policies for AI coding agents. 54 Claude Code 1 4,774 tok
GXDEVS/grouter grouter.gxdevs.com Universal AI router — OAuth + API Key providers behind one OpenAI-compatible endpoint. 54 Claude Code, Codex, OpenCode 4 3,917 tok
robinsadeghpour/content-workflow 54 Claude Code 16 5,125 tok
sifter-ai/sifter Sifter is an open-source, developer-first document extraction engine that turns unstructur 54 Claude Code 4 1,349 tok
monteslu/vibe-eyes description: "An MCP server that enables LLMs to 'see' what's happening in browser-based 54 Claude Code 1 1,489 tok
alonf/specrew 54 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,764 tok
haposoft/cafekit cafekit.haposoft.com 54 Claude Code, Codex, OpenCode 2 1,192 tok
hainamchung/agent-assistant agent-assistant-ten.vercel.app 54 Claude Code, Gemini CLI 2 2,412 tok
tobyilee/ccmonitor 54 Claude Code 2 2,118 tok
zot/humble-master Taming of the Claude: a 27-line persona built on Asimov's R. Daneel Olivaw that turns your 54 Claude Code 1 —
cybozu/prompt-hardener Prompt Hardener analyzes prompt-injection-originated risk in LLM-based agents and applicat 54 Claude Code, Codex, OpenCode 3 1,192 tok
janespace-ai/claw-wallet clawwallet.top Web3 wallet for AI agents (OpenClaw). Self-hosted, non-custodial, multi-chain EVM. 16 tool 54 Claude Code, Cursor 10 —
samefarrar/mcp-pdb 54 Claude Code 1 345 tok
NickTikhonov/bitclaw A functional, secure and self-building claw in under 1500 lines of code 54 Claude Code 7 668 tok
richardkmichael/tailwindplus-downloader Tools for downloading TailwindPlus components to a local file 54 Claude Code, Codex, OpenCode 3 1,166 tok