How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
kromahlusenii-ops/ham goham.dev (HAM) Memory system for AI coding agents. Cut token usage by 80% by scoping context to dir 66 Claude Code 1 332 tok
littlebearapps/untether untether.cc Code from anywhere — Telegram bridge for AI coding agents (Claude Code, Codex, OpenCode, P 66 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 12,692 tok
metedata/Remarc remarc.app Your feedback layer for AI collaboration. Point at anything on your Mac - text, screenshot 66 Claude Code, Codex, OpenCode 8 3,244 tok
DevelopersGlobal/ai-agent-skills developersglobal.github.io AI agent skills for production grade applications 66 Claude Code, Codex, Gemini CLI, OpenCode 3 925 tok
HLND2T/CS2_VibeSignatures Generate CS2 signatures via Agent SKILLS with ida-pro-mcp 66 Claude Code, Codex, OpenCode 54 759 tok
brunoborges/jdb-agentic-debugger Agent Skill for debugging Java applications in real time using JDB (Java Debugger CLI) 66 Claude Code, GitHub Copilot 1 714 tok
MartyBonacci/specswarm specswarm.com SDD Specification driven development orchestration plugins for Claude Code. 66 Claude Code 1 2,691 tok
lovstudio/skills lovstudio.ai Top-level index for the Lovstudio skills ecosystem 66 Claude Code 1 1,942 tok
thienanblog/awesome-ai-agent-skills A curated list of essential skills, tools, and resources for building and enhancing advanc 66 Claude Code, Codex, OpenCode 3 1,116 tok
Jamie-BitFlight/claude_skills Plugins for Anthropic's Claude Code, Codex, Cursor and more 66 Claude Code, Codex, OpenCode 7 7,296 tok
NLACE-COM/mcp-supermercados-cl Servidor MCP para buscar productos, comparar precios y armar la mejor lista de compra en s 66 Claude Code 1 6,113 tok
AlterLab-IEU/AlterLab-Academic-Skills alterlab-ieu.github.io 239 evaluated academic Claude/agent skills across 17 research domains (bioinformatics, dat 66 Claude Code 1 1,908 tok
AliKarami/MikroMCP mikromcp.com Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation 66 Claude Code, Codex, OpenCode 3 5,956 tok
stbenjam/skillsaw skillsaw.org Keep your skills sharp. Intelligence for agent context. 66 Claude Code, Codex, GitHub Copilot, OpenCode 19 17,142 tok
GabrielDrapor/ovid ovid.ink A bilingual Reader. Two languages, one tap. 66 Claude Code, Codex, OpenCode 2 5,353 tok
froggeric/gemini-watermark-and-synthid-remover Cross platform CLI tool for removing watermarks from images and videos generated by Google 66 Claude Code 1 24,645 tok
zwl467135974/lumina Lumina is an enterprise-grade AI Agent development framework built on AgentScope Java and 66 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 9,612 tok
alamops/agetor agetor.dev The harness orchestrator — a local-first kanban for running Claude Code, Codex, and other 66 Claude Code, Codex 1 39,774 tok
kirill-markin/flashcards-open-source-app flashcards-open-source-app.com AI-powered flashcards app built for serious daily study on iOS, Android, and the web. Use 66 Claude Code, Codex, OpenCode 4 2,853 tok
handsomejustin/mijia-control MijiaPilot - A fully bridged smart home platform connecting the Xiaomi Mijia ecosystem × M 66 Claude Code 1 1,151 tok
steadycursor/steadystart 66 Claude Code 13 1,230 tok
timowhite88/Farnsworth Farnsworth is an autonomous, infinitely-memorable, self-evolving companion AI built entire 66 Claude Code 1 743 tok
wangmiaozero/pi-harness Visual desktop Harness & control center for Pi Coding Agent — inspect runtime, context, to 66 Claude Code, Codex, OpenCode 2 81 tok
dismine/valentina smart-pattern.com.ua DON'T FORK! This is a mirror for Valentina develop branch on GitHub and it's meant to be r 66 Claude Code 3
AzureAD/microsoft-authentication-library-common-for-objc Common code used by both the Active Directory Authentication Library (ADAL) and the Micros 66 Claude Code, GitHub Copilot 2 923 tok
iiAtlas/hledger-mcp npmjs.com A local MCP server for interacting with the HLedger cli 65 Claude Code 1 497 tok
dgokcin/dotfiles A repository for storing my dotfiles. 65 Claude Code 1
mailtrap/mailtrap-mcp mailtrap.io Official mailtrap.io MCP server 65 Claude Code 1 3,467 tok
mnemox-ai/AgentRelay mnemox.ai Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engin 65 Claude Code, Codex 2 1,618 tok
lgbarn/shipyard Structured project lifecycle plugin for Claude Code — from idea to production with discipl 65 Claude Code, Codex, OpenCode 5 1,700 tok
chihebnabil/lovable-boilerplate nextlovable.com A Lovable-inspired React boilerplate that brings no-code AI UI generation into clean code. 65 Claude Code, GitHub Copilot 11 14,470 tok
mgratzer/forge mgratzer.com A collection of agent skills for structured, GitHub-centric development. 65 Claude Code, Codex, OpenCode 2 578 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 65 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
stuinfla/ruvnet-brain isovision.ai RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's ( 65 Claude Code 1
AlekseiUL/sprut-agent-kit t.me Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡ 65 Claude Code, Codex, OpenCode 1 1,171 tok
chrisryugj/archhub-mcp Ministry of Land, Infrastructure and Transport Building HUB → MCP server. Building registe 65 Claude Code 1 1,592 tok
VapiAI/skills docs.vapi.ai A set of skills and MCP connector to allow agents to build Vapi AI agents, from creating t 65 Claude Code 1 342 tok
akseolabs-seo/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 65 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
jonathanmalkin/jules A Claude Code Reference Implementation — 30 skills, 23 rules, 9 hooks, 5 agents. Reference 65 Claude Code, Codex 27 1,185 tok
1ch1n/mychatarchive mychatarchive.com Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic 65 Claude Code 1 422 tok
deancourse/agent-skill-lecture-builder youtu.be Provide a theme or Markdown script and generate a single HTML course page through Agent Sk 65 Claude Code, Codex 2
crystian/skill-map skill-map.ai Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as 65 Claude Code, Codex, OpenCode 17 10,079 tok
qingchencloud/cj2api cj2api.qt.cool Convert ChatJimmy into an OpenAI-compatible API using a Cloudflare Worker | Zero-cost depl 65 Claude Code, Codex 3
wxkingstar/SpecFusion specfusion.kingstar.xin Search 65,600+ API documents from 20 Chinese open platforms directly in DeepSeek Harness / 65 Claude Code, Codex, OpenCode 2 2,065 tok
MikkoParkkola/mcp-gateway crates.io One endpoint in front of unlimited MCP servers and REST APIs. The agent sees a fixed ~15-t 65 Claude Code 1 3,486 tok
PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 65 Claude Code, Codex, OpenCode 2 16,946 tok
ForceInjection/forceinjection.github.io forceinjection.github.io Github pages for Force Injection 65 Claude Code, Codex, OpenCode 2 3,317 tok
Zane456/PCB-Agent-Teams A multi-agent KiCad PCB design workspace: 9 skills driving a Phase 0-5 pipeline from topol 65 Claude Code 12 3,323 tok
Viy1204/recruiting-copilot An AI recruitment workflow for HR professionals and headhunters: defining job requirements 65 Claude Code, Codex, OpenCode 1 681 tok
roedyrustam/vibes-plug npmjs.com Universal Multi-Agent Swarm Plugin with specialized skills for Antigravity (AGY), Claude C 65 Claude Code, Codex, Cursor, OpenCode 3 4,279 tok