How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
roboco-io/serverless-autoresearch Parallel evolution pipeline for Karpathy's autoresearch on SageMaker Spot Training (H100). 24 Claude Code 2 1,145 tok
gelatinousdevelopment/buildermark buildermark.dev How much of your code is written by agents? 24 Claude Code, Codex, OpenCode 2 145 tok
yanglaiyang/stock-analysis-skill A professional stock analysis tool that uses the “Simplified Stock Analysis Method” for sy 24 Claude Code 1 —
myrtlepn/gran-maestro 24 Claude Code, Codex, OpenCode 2 6,206 tok
BeOnAuto/ketchup ketchup.on.auto Turn every AI mistake into a rule AI can't repeat. 24 Claude Code 1 1,226 tok
microsoft/Agent365-nodejs 24 Claude Code, GitHub Copilot 10 3,011 tok
jwynia/context-networks Context Networks: A collaborative framework for human-AI knowledge management focused on r 24 Claude Code 1 2,749 tok
quantified-uncertainty/roast-my-post roast-my-post.vercel.app 24 Claude Code 1 4,082 tok
rinaldofesta/cosmodrome 24 Claude Code 1 2,960 tok
winsenlabs/platos platos.dev Platos is the only runtime infrastructure you will need to deploy, monitor and manage agen 24 Claude Code, Cursor 1 —
jackielii/structpages jackielii.github.io Organise Go http routes using structs 24 Claude Code 1 2,291 tok
snarktank/code-editing-agent A simple AI developer agent 24 Claude Code 47 —
DryRainEnt/Greeum 24 Claude Code, Codex, OpenCode 2 4,685 tok
strvcom/flutter-template 24 Claude Code, Codex, OpenCode 44 1,835 tok
SnapdragonPartners/maestro The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app devel 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,273 tok
Trettin/docforge This repo is meant to be a start point boilerplate for new softwares to help devs on what 24 Claude Code 1 1,289 tok
gruckion/nested-subagent Enable nested subagents in Claude Code - subagents can spawn their own subagents 24 Claude Code 1 895 tok
donnfelker/claw-llm-router A local only LLM router for OpenClaw 24 Claude Code, Codex, OpenCode 2 1,464 tok
Arman-Kudaibergenov/1c-mini-orchestrator L2 orchestrator for chained Claude L3 agents (analyst -> sdd_writer -> implementer -> audi 24 Claude Code 1 1,594 tok
floriansmeyers/SFLOW-AIRunner-MCP-PRD 24 Claude Code 1 1,325 tok
COLARDYNIT/quorumtrading quorumtrading.com Multi-LLM trading consensus and backtesting — Technical, Fundamental and Sentiment AI agen 24 Claude Code 3 6,869 tok
DangJin/claudecode-ink-hud claudecode-ink-hud.jinstoys.app Turn an old Kindle into a real-time Claude Code heads-up display. Zero cloud. Zero cost. Z 24 Claude Code 1 5 tok
OpenKnots/okcode ok.codes Chat with OpenClaw, Codex, Claude, and Copilot (soon) in a modern web UI. Git worktree iso 24 Claude Code, Codex, OpenCode 5 655 tok
agentpilled/ClipBrain agentpilled.github.io Your AI never starts from zero. Capture everything you read with Cmd+Shift+S. 24 Claude Code, Codex, OpenCode 2 3,486 tok
StackOneHQ/stack-nudge 24 Claude Code, Codex, OpenCode 2 2,230 tok
delightful-ai/beads-rs A distributed work-item database for agent swarms, using git as the sync layer 24 Claude Code, Codex, OpenCode 6 3,637 tok
GNHua/oneclaw gnhua.github.io 24 Claude Code, Codex, OpenCode 3 2,940 tok
felesh-ai/arshai A powerful AI application framework built on clean architecture principles with complete d 24 Claude Code, Codex, OpenCode 2 4,966 tok
ridafkih/lab13 A multiplayer open-source background agent inspired by Ramp Inspect, powered by Docker, Cl 24 Claude Code 2 —
celesnity/Embinder celesnity.com Embinder makes the agent a resident of the app. Turn every traditional platform to AI-nati 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,247 tok
terret-org/terret terret.org Ruby-native, model-agnostic agent harness where everything is a plugin 24 Claude Code 1 2,643 tok
benhowdle89/matinee Staged cursor performances for React. A programmable ghost cursor that moves, clicks, type 24 Claude Code 1 —
dpaul0501/panini 24 Claude Code 1 74 tok
elev8tion/zeroclaw Zero overhead. Zero compromise. 100% Rust. Autonomous agent runtime. 24 Claude Code, Codex, OpenCode 2 9,431 tok
fifeqqs1/MortyClaw A transparent, controllable local engineering Agent system with memory and sub-Agent orche 24 Claude Code, Codex 8 —
lynnlangit/precision-medicine-mcp Precision Medicine MCP Platform: A set of bioinformatics servers + tools - production mult 24 Claude Code 2 1,744 tok
cpage-pivotal/cf-mcp-client Tanzu Platform Chat 24 Claude Code 1 2,320 tok
orchestre-dev/ccproxy 24 Claude Code 6 3,327 tok
gsong/ccmcp A CLI tool that intelligently discovers, validates, and selects MCP (Model Context Protoco 24 Claude Code 3 —
WPCursor/elementor-mcp 24 Claude Code 1 —
oculus-samples/Unity-MetaXRInteractionSDK-AvatarSample This repository provides a comprehensive sample project showcasing the integration of Meta 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,027 tok
Manikantareddy941-hash/Scorpion 24 Claude Code, Codex 20 1,282 tok
vtex-apps/search-result VTEX Search Result app 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,920 tok
shuruheel/mcp-engram A sophisticated knowledge graph memory system that stores interconnected information with 24 Claude Code 1 998 tok
sakiladb/mysql MySQL docker image preloaded with the Sakila example database 24 Claude Code 1 3,522 tok
procmeans/ChineseMittenCrab Chinese mitten crab 24 Claude Code 1 1,486 tok
NicolasRibeiro-Red/stark-mansion-clones Sistema de Clonagem Cognitiva — 39 clones IA de pensadores, copywriters e marketers lendár 24 Claude Code 1 6,309 tok
SShadowS/tree-sitter-al Tree-sitter parser for AL 24 Claude Code 13 5,291 tok
HarleyCoops/OneShotAquaRAT One click away from a locally downloaded, fine-tuned model, hosted on hugging face, with i 24 Claude Code 1 1,969 tok
daje0601/Obsidian-RAG Obsidian-RAG created by Andrej Karpathy 24 Claude Code 1 396 tok