How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
vanducng/skills skills.vanducng.dev A daily-driver collection of skills for agentic coding - a portable, agent-agnostic catalo 8 Claude Code, Codex, OpenCode 2 1,036 tok
0xsaju/claude-standby marketplace.visualstudio.com Survive Claude Code usage limits: Claude Standby waits for the reset and auto-resumes your 8 Claude Code 1 1,366 tok
stark-ai-de/agent-skills stark-ai-de.github.io Public Agent Skills for Codex operations, Cursor operations, Claude operations, repo maint 8 Codex, OpenCode 1 1,392 tok
Dankosik/go-service-template-rest Go REST API template and Golang microservice boilerplate, AI-native for coding agents, wit 8 Claude Code, Codex, OpenCode 3 2,075 tok
yoelf22/electrum A structured, AI-assisted toolkit for defining hardware products that have software inside 8 Claude Code 1 1,207 tok
mnzralee/claude-multi-agent-architecture manazir.dev A production-ready, reusable template for building sophisticated multi-agent AI systems wi 8 Claude Code, Codex, OpenCode 6 2,959 tok
pranav7/domux domux.dev domux is an open-source terminal multiplexer for AI coding agents. 8 Claude Code, Codex, OpenCode 6 5,939 tok
husker/a2acast Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGP 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 8 Claude Code, Codex, OpenCode 2 203 tok
bitwise-media-group/evolve A cli tool for evaluating coding agent plugins with a multi-tier approach. 8 Claude Code, Codex, OpenCode 3 3,191 tok
plwslpld-arch/agent-harness-internals plwslpld-arch.github.io A Chinese Agent Harness source-code textbook for developers: explains Codex, Claude, Gemin 8 Codex, OpenCode 1 963 tok
CitiesSkylinesModding/agents-plugins 🤖 Drive your Coherent Gameface game's UI with a Claude/Codex plugin with an MCP server an 8 Claude Code, Codex, OpenCode 3 3,364 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 8 Claude Code, Codex, OpenCode 3 560 tok
LoomA8osAgent/a8-loom-coordinator Governance, skills, and hooks stack for running Claude (or any capable LLM) as an autonomo 8 Claude Code, Codex, OpenCode 1 1,568 tok
kelvinkosbab/AppBootstrapAI agent steering for Apple (Swift 6.4 / SwiftUI / App Intents / Mac touch) and Android (Kot 8 Claude Code, Codex, OpenCode 3 20,682 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
baizhiyuan/finding-unknowns-skill A Claude Code skill for discovering your unknowns (unknown unknowns / unknown knowns) befo 8 Claude Code, Codex, OpenCode 2 1,300 tok
Arystos/skill-codex Cross-platform Claude Code plugin integrating OpenAI Codex CLI for code review, task deleg 8 Claude Code 1 1,470 tok
rollecode/timely-mcp-server MCP server for time tracking API. Connects Claude Code (or any MCP client) to your Timely 8 Claude Code 1 316 tok
dikamilo/dx-workflow A lean, file-derived software-development workflow shipped as a set of skills for claude c 8 Claude Code 1 1,007 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 8 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 3,217 tok
glyphtrail/glyphtrail glyphtrail.dev Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structura 8 Claude Code 3 371 tok
2389-research/building-multiagent-systems 2389.ai Architecture patterns for multi-agent systems with orchestrators, sub-agents, and tool coo 8 Claude Code 1 903 tok
alsoleg89/doubt alsoleg89.github.io Turn contested questions into interactive, source-grounded evidence maps. 8 Codex, OpenCode 1 257 tok
lanseqingling/lantern An open-source comics workspace for individual comic creators, supporting story and asset 8 Codex, OpenCode 1 2,060 tok
timurgaleev/vibestack Sixty commands for AI coding assistants — /office-hours to shape an idea, /review before y 8 Claude Code 1 5,572 tok
slxca/opencontext opencntx.dev A Model Context Protocol server for persistent project-specific AI agent context. 8 Claude Code, Codex, OpenCode 2 1,538 tok
dotnetpower/infomesh 🕸️ Fully decentralized P2P search engine for LLMs — no API key, no billing, forever free. 8 GitHub Copilot 1 16,254 tok
sw23/fp-conv sw23.github.io Floating Point Conversion Calculator. Convert between FP, Int, and custom data types via t 8 Claude Code, Codex 1 —
senlindesign/coding-wrapped codingwrapped.com A local-first Coding Wrapped Skill for Claude Code and Codex. 8 Codex, OpenCode 1 315 tok
sv-tools/scrypted-mcp-plugin Scrypted plugin that exposes a Streamable HTTP Model Context Protocol endpoint, with OAuth 8 Claude Code 1 4,304 tok
princeofscale/bloxforge Open-source AI agent toolkit for Roblox Studio 8 Claude Code 1 3,597 tok
VuDZ/RoslynMcpServer Roslyn-powered C# MCP server for AI agents. Enables semantic code analysis, precise diagno 8 Claude Code, Codex, Cursor, OpenCode 3 1,059 tok
opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, 8 Claude Code, Codex, OpenCode 3 1,671 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 8 Claude Code, Codex, OpenCode 2 2,698 tok
jahales/mcp-zoekt MCP server for Zoekt code search - enables AI assistants (GitHub Copilot, Claude) to searc 8 GitHub Copilot 9 —
cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools 8 Claude Code, Codex, OpenCode 5 608 tok
insciqq/AIQSA Self-hosted AI workspace for small and medium teams: every major model on your own API key 8 Claude Code, Codex, OpenCode 2 2,690 tok
MrBildo/collattice Collattice — a lightweight, self-hosted kanban board built for human-agent collaboration. 8 Claude Code, Codex 2 15,660 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 868 tok
itallstartedwithaidea/gemini-cli-googleadsagent googleadsagent.ai Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, 8 Claude Code, Gemini CLI 24 1,084 tok
badchars/dns-security-mcp npmjs.com 104-tool DNS Security Intelligence MCP Server — DNSSEC, hijacking, tunneling, typosquattin 8 Claude Code 1 444 tok
guitaripod/wwdc-sessions Agent-native knowledge base of Apple WWDC sessions (2014-2026, Tech Talks, Meet with Apple 8 Codex, OpenCode 1 1,264 tok
mangeshraut712/Gravity-SaaS-Agent Multi-tenant SaaS AI agent platform: MCP, WhatsApp, billing — Next.js + TypeScript 8 Codex, OpenCode 1 414 tok
RenatoMignone/From-LLMs-to-Secure-Agents renatomignone.github.io A visual, source-grounded guide from agent architecture to secure agentic AI systems. 8 Codex, OpenCode 1 503 tok
longyijdos/kana Lightweight, untracked, and self-evolving terminal AI companion. Zero telemetry, durable m 8 Codex, OpenCode 1 1,229 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 8 Claude Code, Codex, OpenCode 3 2,397 tok
mohitmishra786/anti-vibe-skills As vibe coding makes AI-generated output cheaper and more abundant, the scarce resource be 8 Codex, OpenCode 1 1,329 tok
NeoXider/CoreAI AI Agents for Unity — dynamic NPCs, procedural content, and live game mechanics through LL 8 Codex, OpenCode 1 1,632 tok