How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
ca-who-codes/ultimate.UIUX.design.skills One-stop design context pack for AI coding agents — two tracks: interfaces (web/apps, comp 6 Claude Code, Codex, OpenCode 2 1,707 tok
vikcena01/ai-continuity-plugin Durable project state across AI sessions — decisions, constraints, and rejected paths, ver 6 Claude Code 3 —
rohailaltaf/claude-ableton Plugin to allow Claude to control Ableton 6 Claude Code 1 1,604 tok
caotrongphuoc/11m-game epcb.vn A penalty shootout game for the AK Embedded Base Kit (STM32L151), built with an AI agent u 6 Codex, OpenCode 1 4,746 tok
MontoyaAndres/ganju ganju.ai Ganju.ai is a no-code tool for creating fast and scalable MCP servers. 6 Claude Code 1 —
illodev/taiga-mcp Full-featured MCP (Model Context Protocol) server for Taiga project management. Provides c 6 Claude Code, GitHub Copilot 20 2,278 tok
2ndbrainlabs-ai/synapse-cli-ts 2ndbrainlabs.ai Synapse CLI | MCP server generator to build agentic context 6 Claude Code, Codex, OpenCode 7 2,179 tok
adudley78/mcp-audit Security scanner for MCP (Model Context Protocol) server configurations. Detects prompt in 6 Claude Code 1 35,401 tok
skdonthi/tv-mcp MCP server for Smart TV app development — build, deploy, and debug web apps on Samsung Tiz 6 Claude Code 1 773 tok
matasarei/antigravity-companion plugins.jetbrains.com JetBrains IDE plugin that connects the Google Antigravity CLI (agy) to IntelliJ-based IDEs 6 Codex, OpenCode 1 3,257 tok
querystory/tmux-rc querystory.github.io Watch and control whatever runs in a tmux pane — Codex, Claude Code, Gemini CLI, OpenCode, 6 Codex, OpenCode 1 2,883 tok
bubba2koldd-design/OpenGenerativeUI Build interactive AI-generated visual UIs like algorithm visualizations, 3D animations, an 6 Claude Code 1 2,345 tok
TheSethRose/Hermes-Walkie-Talkie sethrose.dev Hermes Walkie Talkie pairs an Android push-to-talk client with a local Hermes Voice Gatewa 6 Codex, OpenCode 3 1,447 tok
defkode/orbx Per-project, isolated OrbStack Linux VMs from a zero-dependency Bash CLI — auto-named from 6 Claude Code, Codex, OpenCode 2 1,868 tok
GuillemRoca/agent-skills-android Production-grade engineering skills for AI coding agents tailored to Android 6 Claude Code, Codex, OpenCode 2 1,564 tok
justinseger015-ctrl/ix-ai-agent-social-media-manager Post to 13 social media platforms by talking to AI. Claude Code Skills + Late MCP. Built b 6 Claude Code 20 2,310 tok
vaisala-xweather/xweather-agent-skills Agent skills for the Xweather developer platform when working with Xweather services. 6 Codex, OpenCode 1 2,420 tok
x0c/subswap Check quota and switch Claude Code, Codex, Kimi Code, Cursor, OpenCode, and Command Code a 6 Claude Code, Codex, OpenCode 2 6,670 tok
shipshitgames/skills AI agent skills for vibe-coding 3D browser games with Claude Code + Codex 6 Claude Code, Codex, OpenCode 2 467 tok
joaoguirunas/team-os team-os — 111 agentes e 124 skills em 15 squads para Claude Code Agent Teams (Dev, Sites, 6 Claude Code 5 1,252 tok
mschulkind-oss/yolo-jail A Nix-based jail for coding agents. 6 Claude Code, Codex, OpenCode 5 10,076 tok
wangligong123/reverse_ENV Reverse engineering environment and skills repository — IDA Pro / jadx / apktool / radare2 6 Claude Code, Codex, OpenCode 17 19,101 tok
galaxyproject/foundry galaxyproject.github.io The Galaxy Workflow Knowledge Base 6 Claude Code, Codex, OpenCode 16 3,103 tok
0101/treemon Worktree Monitor 6 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,831 tok
zell12/claude-certified-architect-study-labs 6 Claude Code 1 —
salihgueler/tabletop-game-room-experience 6 Claude Code, Codex, Kiro 26 1,716 tok
durandom/token-burn Live quota monitor, CLI/TUI daemon, and OpenTelemetry exporter for Codex/OpenAI and Claude 6 Claude Code, Codex, OpenCode 5 2,216 tok
leancoderkavy/meepo A local, privacy-first AI agent (Rust) that connects LLMs to your email, calendar, browser 6 Claude Code, Codex, Cursor, OpenCode 3 3,624 tok
liatrio-labs/ai-prompts Curated collection of prompts for AI coding assistants supporting development workflows, d 6 Claude Code, Codex, OpenCode 8 283 tok
singleton11/kotlin-toolchain-skills A collection of AI agent skills for Kotlin Toolchain 6 Claude Code, Codex, OpenCode 2 20 tok
cameronww7/skill-sec-arcade A leveling-up arcade of Claude Code skills for AppSec and security engineering. Insert coi 6 Claude Code 1 —
Thomaszhou22/self-discover-skill SELF-DISCOVER: AI agents self-compose reasoning structures. Based on Zhou et al. (2024), N 6 Claude Code, Gemini CLI 2 99 tok
QTtrash/tarkov-map signal.mouchsiadis-solutions.com Local-first Escape from Tarkov map intelligence and end-to-end encrypted squad position sh 6 Codex, OpenCode 1 353 tok
Cantara/kcp-triage LLM driven triage system for analyzing web pages and generating agentic clients based on K 6 Claude Code 1 690 tok
bsg100/gemini-linux Kali Linux arm64 build for Planet Computers Gemini PDA (MT6797X / Helio X25) 6 Claude Code 5 —
RainFlashPoint/capital-agent-skills 6 Claude Code, Codex, OpenCode 2 2,357 tok
ronjunevaldoz/kmp-agent-skills AI agent skills for Kotlin Multiplatform (KMP) development — clean architecture, feature s 6 Codex, OpenCode 1 562 tok
mareurs/claude-plugins Claude Code plugin marketplace - SDD and more 6 Claude Code, Codex, OpenCode 2 12,378 tok
IvanLutsenko/awac-ai-agent-plugins Custom Claude Code & Codex plugins by Ivan Lutsenko 6 Claude Code 16 1,122 tok
ampeco/claude-code-ampeco-public-api-skill A plugin for Claude Code - a skill for using the AMPECO Public API 6 Claude Code 1 866 tok
phillipboesger/polarion-mcp polarion-mcp.boesger.com Open-source MCP server for Siemens Polarion ALM: requirements, LiveDocs, traceability and 6 Claude Code 1 182 tok
asbis/ShapeItUp shapeitup.dev Scripted CAD for AI agents. Claude Code, Codex and Cursor write TypeScript, check their ow 6 Claude Code 1 3,896 tok
spilchen/yahoo_fantasy_mcp MCP server for Yahoo! Fantasy League 6 Claude Code 1 19 tok
websitebutlers/cleanroom-mcp A Cleanroom MCP Server for AI Agents. 6 Claude Code 1 904 tok
IronAdamant/Chisel Test impact analysis and code intelligence for LLM agents. Zero dependencies. 15 MCP tools 6 Claude Code, Codex, OpenCode 3 3,231 tok
dajiaohuang/shuiyuan-mcp Shuiyuan Discourse MCP with cookie login launchers 6 Codex, OpenCode 1 1,471 tok
cyanheads/gutenberg-mcp-server npmjs.com Search, browse, and read 78,000+ public-domain books from Project Gutenberg with full plai 6 Claude Code, Codex, OpenCode 2 18,810 tok
lineofflight/frankfurter-mcp frankfurter.dev MCP server for the Frankfurter exchange rates API 6 Claude Code, Codex, OpenCode 2 1,643 tok
cyanheads/wikipedia-mcp-server npmjs.com Search Wikipedia articles, read summaries and full text, target sections, list an article' 6 Claude Code, Codex, OpenCode 2 16,688 tok
cyanheads/orcid-mcp-server npmjs.com Search and retrieve researcher profiles, works, affiliations, funding, and peer review rec 6 Claude Code, Codex, OpenCode 2 16,306 tok