How real projects configure their agents

24,785 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
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
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 —
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
hampsterx/async-kinesis Asyncio Client for AWS Kinesis 24 Codex, OpenCode 1 1,777 tok
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
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
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
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
yinguangyao/coding-agent-runner ACP-friendly Node.js SDK for local coding agents: run Codex, Claude Code, Cursor, OpenCode 24 Codex, OpenCode 1 864 tok
djtelicloud/grok-mcp-server grokmcp.org Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS C 24 Codex, OpenCode 1 525 tok
sirmews/claude-hook-advisor Suggest alternatives based on matching keywords so Claude stops doing dumb things. 24 Codex, Gemini CLI, OpenCode 2 1,609 tok
colchuck-ai/ai-resource-manager Package manager for AI rules and prompts with semantic versioning and automatic distributi 24 Codex, OpenCode 1 1,809 tok
x51xxx/codex-mcp-tool 24 Codex, OpenCode 1 661 tok
wangjianjq/Skill Auto agents 24 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 45 8,297 tok
letsdev-it/sessfind CLI tool to search and resume AI sessions across Github Copilot, Claude Code, OpenCode, Co 24 Codex, GitHub Copilot, OpenCode 2 847 tok
dp-pcs/ogp Open Gateway Protocol — federation daemon for AI agent gateways. Cryptographically signed 24 Claude Code, Codex, OpenCode 2 528 tok
bobchao/product-coach An AI Product Coach that asks, not tells. 24 Claude Code, Codex, OpenCode 3 2,406 tok
Ranvier-Technologies/pixir pixir.dev Pixir: supervised subagents and workflows for coding agents 24 Claude Code, Codex, OpenCode 6 3,036 tok
fanyangwuye/IP-skills-Example-package An IP content creation skill library for Agents, supporting workflows for copywriting, cha 24 Claude Code, Codex, OpenCode 2 852 tok
Aniket-a14/SRA sra-xi.vercel.app AI-powered Software Requirements Analysis (SRA) system that evaluates requirement quality, 24 Claude Code, Codex, Gemini CLI, OpenCode 45 9,404 tok
Dicklesworthstone/flywheel_gateway SDK-first orchestration platform for managing AI coding agent fleets: BYOA key rotation, r 24 Codex, OpenCode 1 10,478 tok
huisezhiyin/agent-experience-capitalization Project memory for coding agents: team-shareable engineering experience assets with Milvus 24 Codex, OpenCode 1 1,201 tok
lululu811/init-knowledge-base Initialization script based on the knowledge base of Karpathy 24 Codex, OpenCode 1 4,341 tok
bishopZ/2026-Boilerplate bishopz.com A local-first React/Typescript web app boilerplate for 2026. A family of frontend technolo 24 Codex, OpenCode 1 1,506 tok
zhiweio/data-driven-ai-guide zhiweio.github.io Teach Data Engineers How to Think AI. 24 Codex, OpenCode 1 688 tok
kevinslin/agstack LLM Skills 24 Codex, OpenCode 1 142 tok
fb0sh/pentester An automated penetration testing framework based on AI agents, strictly following the PTES 24 Claude Code, Codex 58 —
opsyhq/opsy opsy.sh Infrastructure management for AI agents 24 Claude Code, Codex, OpenCode 2 835 tok
lihaozheCharlie/TwhWiki the-way-here: turn scattered diaries into an indexable map of your life. 24 Codex, OpenCode 1 1,061 tok
berksunduri/GOPost 24 Claude Code, Codex, OpenCode 46 1,695 tok
ricktaylor/hardy BPv7 DTN server implementation 24 Claude Code, Codex, OpenCode 2 2,183 tok
JKorf/Mexc.Net cryptoexchange.jkorf.dev C#/.NET client library for the Mexc.com cryptocurrency exchange REST and WebSocket APIs, s 24 Codex, GitHub Copilot, OpenCode 2 3,068 tok