How real projects configure their agents

2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mrmidi/ASFireWire asfw.net DriverKit OHCI FireWire Host Controller for macOS 204 Claude Code, Codex, Gemini CLI, OpenCode 3 7,175 tok
ArcInstitute/SRAgent LLM agents for working with the SRA and associated bioinformatics databases. 204 Codex, Gemini CLI, OpenCode 2 631 tok
TheBushidoCollective/han han.guru A curated marketplace of Claude Code plugins that embody the principles of ethical and pro 200 Claude Code, Codex, Gemini CLI, OpenCode 6 3,550 tok
Luligu/matterbridge-hass Matterbridge Home Assistant plugin 198 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
Imbad0202/tw-formal-writing buymeacoffee.com AI Skill for writing official Taiwanese documents: government documents, certified letters 197 Claude Code, Codex, Gemini CLI, OpenCode 3 83,654 tok
bhauman/clojure-mcp-light Simple Clojure tooling for AI coding assistants 196 Claude Code, Gemini CLI 2 1,350 tok
mongodb/agent-skills Use the official MongoDB Skills with your favorite coding agent to build faster. 195 Gemini CLI 1 229 tok
iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin 191 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 1,207 tok
adeze/raindrop-mcp Raindrop MCP Server 190 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 4,325 tok
learningmatter-mit/AtomisticSkills arxiv.org Integrating AtomisticSkills into Agentic IDEs (Cursor, Claude Code, Codex, Google Antigrav 186 Claude Code, Codex, Gemini CLI, OpenCode 3 2,749 tok
smnandre/symfony-ux-skills ux.symfony.com Symfony UX skills for Claude, Gemini, Codex, ... Live Component, Twig Component, Turbo, St 183 Claude Code, Codex, Gemini CLI, OpenCode 3 1,146 tok
meta-quest/webxr-first-steps meta-quest.github.io Your first steps into immersive web development with WebXR. 179 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 8 1,549 tok
Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin 179 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
MohamedAbdallah-14/unslop mohamedabdallah-14.github.io Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-da 178 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,832 tok
tinygrad/asm2464pd-firmware Firmware for the ASM2464PD 173 Claude Code, Codex, Gemini CLI, OpenCode 3 276 tok
alfadur7/llm-wiki-newsroom alfadur7.github.io Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom 172 Claude Code, Codex, Gemini CLI, OpenCode 29 7,815 tok
dealfluence/adeu adeu.ai docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits 170 Codex, Gemini CLI, OpenCode 5 2,967 tok
dceoy/speckit-agent-skills Agent skills for Spec Kit 170 Gemini CLI 10 —
nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection 167 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 17 9,327 tok
oframe/ogpu oframe.github.io Minimal WebGPU Library 164 Claude Code, Codex, Gemini CLI, OpenCode 12 3,242 tok
ash1794/vibe-engineering 33 engineering discipline skills for Claude Code, OpenAI Codex & Gemini CLI + a CLI for CI 164 Claude Code, Codex, Gemini CLI, OpenCode 3 1,591 tok
Joanium/Joanium joanium.com Your smart, reliable, and friendly personal AI assistant. 163 Claude Code, Codex, Gemini CLI, OpenCode 3 493 tok
itssosunny/im-not-strange-ai 162 Claude Code, Gemini CLI 5 5,269 tok
kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. 160 Claude Code, Codex, Gemini CLI, OpenCode 6 10,325 tok
DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents 158 Claude Code, Codex, Gemini CLI, OpenCode 7 2,193 tok
DogInfantry/claude-skill-management-consultant-B1 Claude skill & plugin: turn Claude (or any LLM) into an MBB-grade management consultant. C 158 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 665 tok
wvlet/wvlet wvlet.org Wvlet: a flow-style query language that compiles to SQL for DuckDB, Trino, Snowflake, and 158 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 9,031 tok
mweinbach/agent-coworker Terminal-first coworker agent (Bun + OpenTUI) 157 Claude Code, Codex, Gemini CLI, OpenCode 15 2,345 tok
dcostenco/prism-coder synalux.ai Persistent session memory for AI coding agents — local-first, with on-device inference, as 156 Claude Code, Gemini CLI 3 101 tok
diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read 156 Claude Code, Codex, Gemini CLI, OpenCode 3 2,239 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 155 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 2,623 tok
xiaolai/nlpm nlpm.com Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-nati 153 Claude Code, Codex, Gemini CLI, OpenCode 2 2,026 tok
anhtester/antigravity-testing-kit anhtester.com Đây là bộ SKILL, WORKFLOW, RULE do Anh Tester xây dựng dành riêng cho cộng đồng Tester để 152 Gemini CLI 1 3,029 tok
dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst 150 Claude Code, Codex, Gemini CLI, OpenCode 4 1,351 tok
kevmoo/dash_skills Agent Skills for Dart and Flutter ecosytem 148 Gemini CLI 1 565 tok
Curiosity-Ai-BV/localOCR Using Gemma-4 Vision, Gemma-3 Vision, Llama 3.2 and more 148 Codex, Gemini CLI, OpenCode 2 1,333 tok
AnkitClassicVision/Claude-Code-Deep-Research claude-code-deep-research.vercel.app I created a claude code deep researcher that seems to work better than the current deep re 147 Claude Code, Codex, Gemini CLI, OpenCode 3 4,879 tok
gdarko/laravel-vue-starter AI-native Laravel/Vue boilerplate. Tailwind + DaisyUI, Sanctum, Fortify, Pinia. Built-in a 146 Claude Code, Codex, Gemini CLI, OpenCode 3 5,810 tok
dorkitude/linctl A Linear CLI tool built with agents in mind (but useful to humans too). Implemented in Go 145 Claude Code, Codex, Gemini CLI, OpenCode 3 659 tok
nirholas/pump-fun-sdk sdk.pumpk.it Token creation launching, bonding curve trading, AMM migration, tiered fees, creator fee s 145 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,351 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 144 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
Luligu/matterbridge-shelly Matterbridge shelly plugin 143 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,321 tok
aaddrick/attention-control Air traffic control discipline for agent output. Written for a reader with ADHD. 143 Claude Code, Codex, Gemini CLI, OpenCode 3 4,631 tok
GML-MMGroup/ClipTalk ClipTalk — An AI agent that edits videos through conversation. Just say it, it's edited. C 143 Claude Code, Codex, Gemini CLI, OpenCode 3 1,522 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 142 Claude Code, Codex, Gemini CLI, OpenCode 5 1,654 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 140 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
Mark393295827/third-brain-v7-skills agent wiki +engineering skills 140 Claude Code, Codex, Gemini CLI, OpenCode 3 3,383 tok
leox255/loopsy Cross-machine AI agent communication, plus a mobile app to control any terminal on your ma 139 Claude Code, Codex, Gemini CLI, OpenCode 3 4,150 tok
DanielCardonaRojas/codemark danielcardonarojas.github.io A semantic code bookmarking system for humans and agents 138 Gemini CLI 1 345 tok
JimmyLv/bibigpt-skill Video summarizer agent skill for Claude Code, Codex, ChatGPT & OpenClaw — YouTube/Bilibili 138 Claude Code, Gemini CLI 2 1,000 tok