How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
eloylp/agents A self-hosted, observable orchestrator for multi-agent workflows on your repos. Compose fr 9 Claude Code, Codex, OpenCode 2 11,075 tok
realsee-developer/skills Agent skills for Realsee Argus panorama reconstruction and editable Blender spaces. Works 9 Codex, OpenCode 1 437 tok
dryvist/ai-assistant-instructions A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflow 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,095 tok
duthaho/skillhub Give Claude Code a memory and make it cite its sources — keyless skills for research, dail 9 Claude Code, Codex, OpenCode 1 1,118 tok
rynald0cst0ltziam/Warden-AI warden-io.vercel.app The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's t 9 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 22,508 tok
phonowell/invoke-opencode-acp Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protoco 9 Claude Code, Codex, OpenCode 2 731 tok
TonyCasey/lisa Persistent memory for Claude Code - powered by Graphiti knowledge graphs 9 Claude Code, Codex, OpenCode 2 8,919 tok
jiatastic/open-python-skills git.new AI skill sets that provides intelligence for building solid Python backends across multipl 9 Codex, OpenCode 1 348 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
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
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
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
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
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
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
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
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
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
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
broomva/symphony broomva.tech Rust orchestration daemon for coding agents — polls Linear/GitHub/Markdown, creates isolat 9 Claude Code, Codex, OpenCode 4 4,687 tok
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
tumf/fastmcp-gsuite MCP server for Gmail, Google Calendar, and Google Drive integration using fastmcp. Support 9 Claude Code, Codex, Cursor, OpenCode 8 822 tok
ankit-verma-209171/android-docs-mcp npmjs.com An MCP (Model Context Protocol) server that gives AI agents direct access to [developer.an 9 Codex, OpenCode 1 486 tok
yutakobayashidev/ava ava-dusky-gamma.vercel.app Automatically share development progress to Slack through AI. MCP-powered task reporting w 9 Claude Code, Codex, OpenCode 3 2,220 tok
Global-Slice/claude-plugin Claude Code plugin marketplace for Slice — cap table, equity, compliance, and MCP integrat 9 Claude Code, Codex, OpenCode 1 800 tok
Obsidian-Owl/specwright obsidian-owl.github.io Craft quality software with AI discipline. Spec-driven development plugin for Claude Code 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,755 tok
rasatpetabit/masterplan Brainstorm → plan → execute development workflow plugin for Claude Code 9 Claude Code, Codex, OpenCode 2 1,759 tok
getzikra/Zikra zikra.dev Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. N 9 Codex, OpenCode 1 1,106 tok
os-tack/ostk-cache ostk.ai Context-aware caching proxy for Anthropic and OpenAI — maximizes prompt-cache hit rates by 9 Codex, OpenCode 1 3,682 tok
initxy/noeta initxy.github.io The server-side runtime for AI agents. Durable & crash-safe (event-sourced), multi-worker 9 Claude Code, Codex, OpenCode 3 933 tok
rob-balfre/dryui dryui.dev 160+ components and theme controls, plus a CLI, MCP, and feedback engine to keep AI on tra 9 Claude Code, Codex, OpenCode 2 1,624 tok
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 9 Claude Code, Codex, OpenCode 2 6,205 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok