How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
SanderMoon/local-brain A CLI tool for managing projects 9 Claude Code 1 1,901 tok
ukorvl/web-of-flaws A structured library of web security flaws for humans and coding agents with vulnerable ex 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 923 tok
mathruffian-dot/rdq-skill-chatgpt-app RDQ Method — ChatGPT App edition: producing verifiable specification cards through four-qu 9 Codex, OpenCode 1 540 tok
JordanGunn/nunchuck [DEPRECATED] Nunchuck skills, bow hunting skills, agent skills... 9 Codex, OpenCode 1 137 tok
GrimLink/dotfiles 🔧 My DEV env setup 9 Claude Code, Codex, OpenCode 2 179 tok
inflowpayai/inflow-cli inflowcli.ai A wallet for your agents to onboard and pay. Agentic MPP / x402 payments from your machine 9 Codex, OpenCode 1 3,854 tok
nylas/skills developer.nylas.com Agent Skills for building with the Nylas platform — email, calendar, contacts. Works with 9 Claude Code, Codex, OpenCode 2 730 tok
efremidze/swift-patterns-skill Modern Swift/SwiftUI Best Practices (Agent Skills) 9 Codex, OpenCode 1 1,145 tok
gaelic-ghost/apple-dev-skills Apple Dev Agent Workflows | Now -> gaelic-ghost/socket 9 Codex, OpenCode 1 647 tok
sangmin7648/tacit Harness tacit knowledge into the context of AI agent with on device always-on transcriptio 9 Claude Code 1 575 tok
AlexanderAbramovPav/youtube-advisor Build an AI advisor SKILL from any YouTube channel — transcripts, BM25 + semantic RAG, ver 9 Codex, OpenCode 1 409 tok
b3sty191/b3sty-skill b3sty RedM/FiveM Lua Codex skill 9 Codex, OpenCode 1 391 tok
CtriXin/agent-2-agent Cross-model adversarial Code Review Claude Code skill. Claude-written code is reviewed by 9 Claude Code 1 659 tok
ayhammouda/mentor Claude skill for official-first, dependency-ordered learning paths for technical topics. 9 Claude Code, Codex, OpenCode 2 1,529 tok
powabase-ai/agent-skills docs.powabase.ai Agent Skills that help AI coding assistants build on Powabase — the AI Backend-as-a-Servic 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,170 tok
ivan-magda/mobile-design-skills Mobile design skills for iOS (Liquid Glass) and Android (M3 Expressive) that help AI agent 9 Claude Code, Codex, OpenCode 2 274 tok
Rektoooooo/CC-Settings A macOS settings manager app for Claude Code - built with SwiftUI 9 Claude Code 1 3,868 tok
pluto2060/CTX Trigger-Driven Dynamic Context Loading for Code-Aware LLM Agents 9 Claude Code 1 3,854 tok
deepsteve/deepsteve deepsteve.com A UI around your Claude Code and Codex terminals that your agents build, so the only model 9 Claude Code, Codex, OpenCode 4 7,985 tok
toolprint/vibe-workspace toolprint.ai Manage a vibe workspace with many repos 9 Claude Code 1 1,570 tok
hiendinhngoc/unknowns Agent skills (SKILL.md) for discovering your unknowns across the dev lifecycle — from Thar 9 Claude Code 1 667 tok
StringKe/ai-agents Claude Code global configuration collection: Memory, Rules, Skills, and MCP. Supports quic 9 Claude Code 1 1,041 tok
ElixIsmael/elix-scroll-3d Installable AI skill for scroll-driven 3D web experiences that stay fast, indexable, and u 9 Codex, OpenCode 1 472 tok
langadventurellc/task-trellis-mcp npmjs.com Greatly improve how AI coding agents handle complex projects. Task Trellis helps track req 9 Claude Code 4 1,009 tok
devness-com/useai useai.dev Track your AI coding sessions with privacy-first analytics 9 Claude Code 1 927 tok
rawveg/openapi-directory-mcp openapidirectory.com An MCP Server for APIs.guru remarkable Wikipedia for Web APIs. Providing tools, prompts an 9 Claude Code 1 1,556 tok
mythkiven/figma-ios-codegen Figma to iOS UIKit codegen: deterministic data package + Agent skills (Cursor/Claude) for 9 Claude Code, Codex, OpenCode 2 1,965 tok
Hint-Services/obsidian-github-mcp MCP Server to search individual private Github Repositories 9 Claude Code 4 660 tok
htlin222/curate-course body-course.pages.dev Turn scattered YouTube content into structurally complete course websites with fully verif 9 Claude Code 1
choi138/toki toki.choi138.com macOS menu bar app for tracking token usage, active work time, and costs across AI coding 9 Claude Code, Codex, OpenCode 3 1,581 tok
Jinchen-Yang/diansai-skill NUEDC car electronic control design agent · Claude Code-driven gated pipeline: problem ana 9 Claude Code 1 1,361 tok
caezium/nib nib.henryzh.dev Turn any idea or article into hand-drawn editorial illustrations starring your own charact 9 Claude Code, Codex, OpenCode 2 176 tok
zig999/siegard-code Most AI coding tools help you write code. Siegard Code manages the entire development life 9 Claude Code 1 3,830 tok
oghie/skillsets My personal collection of agent skills for software, security, product and research engine 9 Codex, Gemini CLI, OpenCode 2 734 tok
EthanYoQ/Skill-hub Reusable AI agent skills for Codex, Claude Code etc. — AI coding workflows, SKILL.md templ 9 Codex, OpenCode 1 3,141 tok
atomchung/fomo-kernel Weigh a trade against your own notes and your recorded book before you make it — or review 9 Claude Code, Codex, OpenCode 4 2,067 tok
wcgomes/agents-workspace A lightweight agents and skills set to handle any kind of task! Designed to create a profe 9 Codex, OpenCode 1 432 tok
DeepVista-AI/deepvista-cli deepvista.ai CLI for DeepVista — chat, notes, recipes, and memory from your terminal. 🌟 Star if you li 9 Claude Code 1 612 tok
AnamKwon/agent-skill-router Cross-agent skill router that organizes large local skill libraries into category routers 9 Gemini CLI 1 116 tok
paultyng/skill-issue Personal Claude Code / Cursor agent skills, rules, and config 9 Claude Code 1 446 tok
risingwavelabs/agent-skills go.risingwave.com Agent Skills for RisingWave. 9 Claude Code, Codex, OpenCode 2 1,074 tok
dinosn/security-knowledge-base Local-first, evidence-led security knowledge base with a model-neutral JSON CLI, immutable 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,401 tok
Heiberg-Industries/designbrief tools.heiberg.co Design guardrails, not templates. A library of UI design direction files that give LLMs (a 9 Codex, OpenCode 1 227 tok
SebastianElvis/reaper AI-native scientific research pipeline. Takes a research goal and autonomously runs multi- 9 Claude Code 1 1,904 tok
timothywarner-org/ai901-cert-buddy-claude AI-901 (Azure AI Fundamentals) study buddy built natively for Claude Code: exam-realistic 9 Claude Code 6 1,476 tok
olgunozoktas/livewire-alpine-skills Agent Skills for Laravel Livewire v4 + Alpine.js v3. Recipes EXECUTED against a real insta 9 Codex, OpenCode 1 77 tok
spelcc/gate spel.cc Spel Gate : your local MCP Gateway 9 Codex, OpenCode 1 1,109 tok
navveenb/lean-agentic-ai leanagenticai.com Lean Agentic AI 9 Claude Code 1
yultyyev/better-auth-firestore npmjs.com Firestore adapter for Better Auth 9 Codex, OpenCode 1 2,894 tok
bitflight-devops/mcp-json-yaml-toml A structured data reader and writer like 'jq' and 'yq' for AI Agents 9 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,550 tok