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
lossless-claude/lcm lossless-claude.com Lossless context management for Claude Code 60 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,516 tok
itsthisjustin/sd-plugins 60 Claude Code 1 —
joshpocock/karpathy-obsidian-vault 60 Claude Code 1 2,077 tok
Stieges/bpmn-generator Enterprise BPMN 2.0 Generator — JSON Logic-Core → ElkJS Layout → OMG-compliant XML + SVG 60 Claude Code, Codex, OpenCode 2 25,506 tok
TrueCrimeDev/ClautoHotkey In-depth AHK v2 coding harness build with all the tools to create advanced AHK v2 projects 60 Claude Code, Cursor 47 2,169 tok
greenpau/go-authcrunch authcrunch.com AuthCrunch provides Authentication, Authorization, and Accounting (AAA) Security Functions 60 Codex, OpenCode 45 992 tok
ardiannurcahya/open-graph-memory ogm.svclabs.cloud OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agen 59 Codex, OpenCode 1 871 tok
anthroos/openexp openexp.ai Outsource your understanding. Capture every human-AI decision as a step in a trajectory; g 59 Claude Code 1 784 tok
kylehughes/apple-platform-build-tools-claude-code-plugin Build, test, and archive Swift packages and Xcode projects for Apple platforms with Claude 59 Claude Code 1 690 tok
quixio/klaus-kode-agentic-integrator quix.io Agentic Data Integrator that helps you build production-ready data pipelines so you can co 59 Claude Code 1 —
agentteamhq/agentteam-email agentteam.email Open-source email infrastructure for AI agents. 59 Claude Code, Codex, OpenCode 2 2,172 tok
udecode/plate-template template.platejs.org Minimal Plate template with React 19, Next 16, Tailwind 4, MCP. 59 Claude Code, Codex, OpenCode 3 345 tok
api7/aisix-archived api7.ai An open source, Native AI Gateway and LLM proxy built in Rust 59 Codex, OpenCode 1 3,729 tok
Tyuts/xiaobai-skills Beginner-friendly Codex skills starter pack and library curator 59 Codex, OpenCode 1 561 tok
agenticnotetaking/eidos Spec Driven Development - claude code plugin - Sync between intent and implementation 59 Claude Code 1 635 tok
BinaryHB0916/iSparto isparto.dev Open-source cross-provider AI dev team for solopreneurs, built on Claude Code + Codex CLI. 59 Claude Code 1 3,640 tok
nim444/mcp-android-server-python MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for aut 59 GitHub Copilot 1 590 tok
sui-ni2/personal-ai-os A privacy-first, provider-neutral personal AI workbench with chat, memory, auditable tools 59 Codex, OpenCode 1 747 tok
moztw/www.moztw.org moztw.org Repository of moztw.org 59 Codex, OpenCode 1 356 tok
Alexander-M-Dickerson/ai-asset-pricing Empirical Asset Pricing Tools 59 Claude Code, Codex, Gemini CLI, OpenCode 56 3,707 tok
elroy-bot/elroy An AI assistant that remembers and sets goals 59 Claude Code, Codex, OpenCode 2 535 tok
algoderiv/agent-skills Claude Code skills for China quant trading 59 Claude Code, Codex, OpenCode 2 804 tok
revfactory/font-harness claude.ai 59 Claude Code 19 871 tok
jshph/obsidian-enzyme enzyme.garden Digest your Obsidian notes 59 Codex 1 —
aleyan/dela A task runner that delegates the work to other tools 59 Codex, Cursor, OpenCode 2 150 tok
coleam00/agentic-chat-application-template WIP - agentic chat application template built with TypeScript, Next.js, TailwindCSS, and S 59 Claude Code 1 2,786 tok
yzstory/pomeloclaw An intelligent assistant based on DeepAgentsJS, inspired by OpenClaw's design philosophy. 59 Claude Code, Codex 1 —
olafgeibig/knowledge-mcp A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG e 59 Claude Code, Codex, OpenCode 2 1,515 tok
Azure-Samples/remote-mcp-functions-typescript This is a quickstart template to easily build and deploy a custom remote MCP server to the 59 GitHub Copilot 1 272 tok
spacehendrix/clauder > CLAUDER - a safer and supercharged Claude Code 59 Claude Code 22 —
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 59 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
AaronZ345/codebase-argus aaronz345.github.io Multi-agent codebase review for PRs, CI, and downstream fork syncs. 59 Claude Code, Codex, OpenCode 2 79 tok
varienos/agentic-workflow Yazilim projenize AI-driven gelistirme workflow'u kuran template sistemi. Bootstrap ile pr 59 Claude Code 3 —
emson/elfmem sELF improving agent memory system 59 Claude Code, Codex, OpenCode 2 4,333 tok
anuragrpatil23/Thinking-Space 59 Claude Code, Codex, OpenCode 2 2,263 tok
mrkungfudn/antigravity-ide-mobile 📱 Remote control panel for Antigravity IDE — live AI chat streaming, file browser, Git, s 59 Codex, OpenCode 1 704 tok
lotusfa/IPA-Translator toolbox.lotusfa.com 59 Claude Code 1 2,625 tok
xenosaac/OpenBrowse xenosaac.github.io OpenBrowse is a macOS browser agent that gets things done on the web through autonomous ta 59 Claude Code, Codex 3 —
omnidraw/omnidraw Run your agents in an infinite canvas 59 Claude Code, Codex, OpenCode 2 2,674 tok
takumi0706/google-calendar-mcp Google Calendar MCP server for Claude Desktop integration 59 Claude Code 18 792 tok
remorses/agentmap A tree of your codebase at the start of every agent session. Like SKILL spec but for sourc 59 Codex, OpenCode 1 465 tok
oldskultxo/aictx aictx.org Repo-local continuity runtime for AI coding agents. Helps them continue from the same insp 59 Codex, GitHub Copilot, OpenCode 3 2,124 tok
no-fluff/awesome-vibe-coding awesome-vibe-coding.com Awesome tools to help you level up—or get started—with vibe coding 59 Claude Code 1 746 tok
doncheli/don-cheli-sdd doncheli.tv Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framewo 59 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 3,547 tok
wotai-dev/woterclip GitHub Issues-backed agent orchestration for Claude Code – a single Claude wears persona h 59 Claude Code 1 1,309 tok
maksimzayats/acodex docs.acodex.dev Local MCP automation bridge for the Codex desktop app, with CLI, HTTP server, and live cod 59 Codex, OpenCode 1 400 tok
SummerEngine/summer-engine-agent summerengine.com The game engine for AI agents. Give your AI superpowers for game dev + A skills framework 59 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
AmadeusITGroup/otter amadeusitgroup.github.io The Otter project is a highly modular framework whose goal is to provide a common platform 59 Claude Code, Codex, OpenCode 3 809 tok
mitodl/ol-infrastructure Infrastructure automation code for use by MIT Open Learning 59 Codex, OpenCode 1 2,164 tok
ycharfi09/OptiClone Clone any voice locally for free from 10s of speech using LuxTTS! 59 Claude Code 1 601 tok