How real projects configure their agents

44,969 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
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
sinaptia/detritus 24 Codex, OpenCode 1 263 tok
elev8tion/zeroclaw Zero overhead. Zero compromise. 100% Rust. Autonomous agent runtime. 24 Claude Code, Codex, OpenCode 2 9,431 tok
bg-vc/vc-gin-api SIMPLE — A small, practical Gin API for people learning or moving to Go. 24 Codex, OpenCode 2 297 tok
lightsound/tanstack-start-start 24 Codex, OpenCode 1 593 tok
zian10001/codex-frontend-visual-handoff 24 Codex, OpenCode 1 394 tok
HypoxanthineOvO/Hypo-Workflow Serialized prompt execution engine for AI agents — TDD pipeline, self-review, interrupt re 24 Codex, OpenCode 1 1,705 tok
VectorPeak/LLM-Wiki A structured knowledge base for large language model technologies, covering LLMs, Agents, 24 Codex, OpenCode 1 3,809 tok
CheshireMew/visual-multimedia 24 Codex, OpenCode 1 1,876 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
ldclabs/cose 📧 Implemented Keys, Algorithms (RFC9053), COSE (RFC9052) and CWT (RFC8392) in Go. 24 Codex, OpenCode 1 1,386 tok
lucascherzer/iron iron - P2P mesh network based on iroh 24 Codex, GitHub Copilot, OpenCode 2 1,354 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 —
hampsterx/async-kinesis Asyncio Client for AWS Kinesis 24 Codex, OpenCode 1 1,777 tok
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
goncalossilva/.agents Gonçalo's instructions and skills for agents 24 Codex, OpenCode 1 566 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
contentful/contentful-sdk-core Core modules for the Contentful JS SDKs 24 Codex, OpenCode 1 718 tok
simongu20070911/quantitative-pricing-agents 24 Codex, OpenCode 1 1,632 tok
Atipico1/prettify-codex 24 Codex, OpenCode 1 312 tok
L33Z22L11/ExamClock exam.thisis.host A simple clock for exam. 24 Codex, OpenCode 1 1,854 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
TeKrop/shooting-stars-meme-generator shooting-stars.tekrop.fr 🐶 Shooting Stars Meme Generator using CSS animations, use your own images and have fun ! 24 Claude Code 1 2,928 tok
jmccardle/McRogueFace A Roguelike Game Engine 24 Claude Code 1 13,682 tok
GravityKit/MCP gravitykit.com MCP server for Gravity Forms - Interact with WordPress forms, entries, and submissions thr 24 Claude Code, Codex, OpenCode 2 11,331 tok
stat-guy/retrieval-augmented-thinking MCP server for retrieval augmented thinking and problem solving 24 Claude Code 1 1,253 tok
BigSweetPotatoStudio/hyper-mcp-terminal 24 Claude Code 1 1,197 tok
nociza/cuti Container and workplace isolation for Claude Code and OpenClaw. Safely skip all permission 24 Claude Code, Codex, OpenCode 8 720 tok
sgx-labs/statelessagent statelessagent.com Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, si 24 Claude Code, Codex, OpenCode 3 2,094 tok
itsmostafa/llm-engineering-skills LLM Engineering Claude Skills 24 Claude Code 1 524 tok
chigichan24/crune Decipher the traces etched in past sessions and resurrect them as reusable skills. crune i 24 Claude Code 1 4,482 tok
lukas-grigis/ralphctl npmjs.com A ralph harness for long-running AI coding tasks — a generator-evaluator loop that drives 24 Claude Code 18 2,657 tok
beycom/onetool-mcp onetool.beycom.online 🧿 One MCP for developers - no tool tax, no context rot. 100+ tools including Brave, Googl 24 Codex, OpenCode 1 795 tok
signalridge/slipway signalridge.github.io User-invoked soft autopilot for recoverable, issue-driven AI coding workflows 24 Claude Code, Codex, OpenCode 2 571 tok