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
Dicklesworthstone/frankenterm Swarm-native terminal platform for AI coding agents: real-time pane capture, change-point 128 Codex, OpenCode 1 19,924 tok
apollographql/skills skills.sh Apollo GraphQL Agent Skills 128 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,886 tok
tridz-dev/huf huf.ai Open-source, self-hosted multi-agent AI infrastructure for teams and apps with support for 128 Claude Code, Codex, OpenCode 2 37,018 tok
pardeike/DecompilerServer A powerful MCP (Model Context Protocol) server for decompiling and analyzing .NET assembli 128 Codex, GitHub Copilot, OpenCode 2 682 tok
brilliantlabsAR/brilliant_sdk All Brilliant SDKs in one monorepo 128 Claude Code, Codex, OpenCode 4 1,784 tok
hiromaily/go-crypto-wallet Cryptocurrency wallet for trading for Bitcoin, Bitcoin cash, Ethereum, ERC20, XRP Leger (R 128 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,234 tok
qbit-ai/qbit agentic terminal application 127 Claude Code 3 6,442 tok
nnnggel/skills-management A CLI tool to manage and synchronize AI coding agent skills 127 Codex, OpenCode 1 846 tok
roam-bit/ai-collaboration-notebook A collaborative mechanism that enables AI to actively remember its mistakes and self-itera 127 Codex, OpenCode 1 8,509 tok
dchu917/ctx Local context manager for Claude Code and Codex with workstreams, transcript binding, and 127 Claude Code, Codex, Cursor, OpenCode 10 1,228 tok
kenneth-liao/ai-launchpad-marketplace 127 Claude Code, Codex, OpenCode 2 507 tok
mbhatt1/GhostLine Feed it a number. Your cloned voice does the social engineering, while you sip your coffee 127 Codex, OpenCode 1 1,736 tok
pithings/zigpty Tiny, cross-platform PTY library for Node.js, built in Zig, also usable as a standalone Zi 127 Claude Code, Codex, OpenCode 2 7,364 tok
LFDT-Lineth/lineth-monorepo linea.build The principal Lineth repository. Lineth is an enterprise-grade EVM layer 2 framework for d 127 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,528 tok
colebemis/notion-workers My Notion Workers 127 Claude Code, Codex, OpenCode 7 990 tok
cameroncooke/reloaderoo async-let.com Powerful MCP debugging proxy and CLI inspection tool. 127 Claude Code 1 2,369 tok
nolabs-ai/AgentUp always-further.github.io Portable , scalable , secure AI Agents 127 Claude Code 1 3,948 tok
HagiCode-org/site hagicode.com Official marketing site for HagiCode product capabilities, AI coding workflows, and gettin 127 Claude Code, Codex, OpenCode 2 2,654 tok
NimaChu/my-wiki npmjs.com Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive kno 127 Codex, OpenCode 1 719 tok
uudam42/agent-memory-engine Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-ba 127 Claude Code 1 456 tok
helixml/kodit docs.helix.ml 👩‍💻 MCP server to index external repositories 127 Claude Code 3 1,821 tok
dcb/homeassistant-claude-kit AI-guided Home Assistant setup — automation templates, mobile-first React dashboard, and C 127 Claude Code, Codex, OpenCode 5 3,903 tok
xiaolai/claudepot-app claudepot.com A control panel for Claude Code and Claude Desktop. 127 Claude Code, Codex, Gemini CLI, OpenCode 8 5,312 tok
jellydn/my-ai-tools ai-tools.itman.fyi Comprehensive configuration management for AI coding tools - Replicate my complete setup f 127 Claude Code, Codex, Gemini CLI, OpenCode 2 2,617 tok
mycelium-io/mycelium mycelium-io.github.io Mycelium is a shared workspace for AI coding agents and the people who run them. 127 Claude Code 9 5,336 tok
timescale/tiger-cli Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for hel 127 Claude Code 1 13,767 tok
yschimke/compose-ai-tools yschimke.github.io Helping the Agents Compose the Things 127 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 4,530 tok
BrettKinny/dotty-stackchan youtube.com Self-hosted voice-assistant stack for the M5Stack StackChan desktop robot. Local ASR/TTS, 127 Claude Code 1 4,764 tok
Onenightcarnival/agent-engineering-philosophy onenightcarnival.github.io An engineering philosophy that treats the agent as a worker: the system prompt is a JD, sk 127 Claude Code, Codex, OpenCode 2 3,476 tok
BintzGavin/helios heliosrender.com Programmatic video creation with web technologies you already know. CSS animations just wo 127 Codex, GitHub Copilot, OpenCode 2 1,998 tok
vincentmakes/turbo-ea turbo-ea.org Source Available Enterprise Architecture Management Solution 127 Claude Code 5 7,840 tok
vercel/shop vercel.shop A production-ready Shopify storefront on Next.js 127 Claude Code, Codex, OpenCode 9 4,385 tok
cygaco/master-console Master Console 127 Claude Code, Codex, OpenCode 11 8,776 tok
deepelementlab/clawcode ideepe.com ClawCode is claude code inspired implementation in python and Rust focused on agents and e 126 Claude Code 1 —
daypunk/LockedIn Lives inside your Claude Code session. Capture work as structured experience, then render 126 Claude Code 1 2,857 tok
qzaidi/quran node,websql and javascript API for Holy quran 126 Claude Code 1 —
pryv/open-pryv.io pryv.github.io Open-source version of Pryv.io 126 Codex, OpenCode 1 9,784 tok
nanasess/setup-chromedriver ChromeDriver for use in GitHub Actions 126 Claude Code 1 985 tok
fufankeji/VibeCodingCourse_v1 Vibe Coding AI Full Stack Development Practical Training 2026 · The First AI Programming B 126 GitHub Copilot 1 574 tok
Stevie-Ray/hangtime-grip-connect grip-connect.vercel.app Tindeq Progressor, PitchSix Force Board, Weiheng WH-C06, Frez Dyno, Griptonite Motherboard 126 Codex, OpenCode 1 997 tok
AaronRoeF/claude-code-patterns Field-tested Claude Code patterns & anti-patterns for personal agents — an AI workflow tha 126 Claude Code 1 527 tok
sulaiman013/powerbi-mcp MCP server for natural language interaction with Power BI datasets 126 Claude Code, Codex, OpenCode 2 1,738 tok
lianghsun/open-sheet open-sheet.dev The spreadsheet framework built for agents — write the model as React, export a live .xlsx 126 Claude Code, Codex, OpenCode 2 1,073 tok
HoangTheQuyen/think-better thinkbetter.dev The Operating System for Clear Thinking & Better Decisions 126 Claude Code, Codex 3 —
Wide-Moat/open-computer-use ai.lab.widemoat.ai ARCHIVED — superseded by Wide Moat 126 Claude Code 1 4,973 tok
OrlojHQ/orloj orloj.dev An orchestration runtime for multi-agent AI systems. Declare agents, tools, and policies a 126 Claude Code, Codex, Cursor, OpenCode 3 570 tok
jinzhongjia/decky-music decky-music.nvimer.org Steam decky plugin for music(QQ Music and NetEase Cloud Music) 126 Claude Code, Codex, OpenCode 2 4,221 tok
rtk-ai/grit Git for AI agents — zero merge conflicts, any number of parallel agents, same codebase 126 Claude Code, Codex, OpenCode 2 1,721 tok
Danneytrieu/cartographers-desk danneytrieu.github.io The Cartographer's Desk — a hand-painted, scrollable field map of Jake Van Clief's career. 126 Claude Code 2 524 tok
daveebbelaar/document-copilot 126 Codex, OpenCode 1 743 tok