How real projects configure their agents

23,196 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
pax-k/build-right Agent-agnostic skills that turn a fuzzy app idea into evidence-backed AI execution. 4 Codex, OpenCode 1 770 tok
entr0pia/scoop-skills Scoop Skills: A specialized skill for the AI Agent agent to manage Windows packages using 4 Codex, Gemini CLI, OpenCode 2 1,788 tok
musabekisakov-imj/flutter-design-engineer Agent skills for product-aware, adaptive, accessible, and visually verified Flutter UI des 4 Codex, OpenCode 1 283 tok
gustavo-meilus/superpipelines Loop Engineering for AI coding agents, with real review boundaries. Your AI reviewer canno 4 Claude Code, Codex, Gemini CLI, OpenCode 8 2,954 tok
tmusser/ai-engineering-skills Portable AI-engineering skills for Claude Code, Codex, and coding agents: bounded scope, m 4 Codex, OpenCode 1 385 tok
n-shadloo/git-authoring Agent skill that turns your git diff into clean Conventional Commits — plus on-request fil 4 Codex, Gemini CLI, OpenCode 2 12,346 tok
mpbt-hq/starfleetctl multi agent coordination / command & control toolkit following the Startrek fleet metaphor 4 Codex, OpenCode 1 82 tok
cosgroveb/debian-packaging-agent-skill Debian packaging skill with comprehensive policy, debhelper, and language-specific knowled 4 Codex, OpenCode 1 206 tok
kaltura/kaltura-agents-api-guides kaltura.md Everything AI agents need to master the full Kaltura platform — The Agentic Digital Experi 4 Claude Code, Codex, OpenCode 5 8,819 tok
ishands/upstack An open-source framework that configures AI as a genuine tutor — not an answer machine. 4 Claude Code, Codex, OpenCode 2 2,396 tok
MrSGSA/math-modeling-skill-dify A mathematical modeling Agent Skill and Dify Jiuku multimodal MCP bridge that can be dragg 4 Claude Code, Codex, OpenCode 2 881 tok
matt-bat/agent-command-center Governance-first agent command center for workflow automation, validation, policy, documen 4 Codex, OpenCode 1 636 tok
kelegele/oh-my-pm Oh-My-PM - Product Manager AI Agent Workflow System via Claude Code Skills 4 Claude Code, Codex, OpenCode 2 4,470 tok
vraj-ai/skills Agent skills for running software work as a factory, not a conversation: a four-stage pipe 4 Codex, OpenCode 1 176 tok
Grails125/codex-sol-terra-luna-auto-orchestrator Automatic risk-based task routing and multi-agent orchestration for Codex using Sol, Terra 4 Codex, OpenCode 1 1,598 tok
conallob/o11y-analysis-tools Various static analysis and testing tools for managing PromQL compatible monitoring stacks 4 Claude Code, Codex, OpenCode 2 6,146 tok
mpagot/os-autoinst-distri-opensuse-skills mpagot.github.io OSADO educated clankers 4 Codex, Gemini CLI, OpenCode 2 2,198 tok
VersoXBT/claude-initial-setup 75 skills, 14 agents, 15 commands for Claude Code. Plug-and-play starter kit covering Type 4 Codex, GitHub Copilot, Cursor, OpenCode 3 4,908 tok
augchan42/inkstone sixlines.online 硯台 — Claude Code skills for creative and design workflows. Ink painting prompts from class 4 Claude Code, Codex, OpenCode 2 3,062 tok
deanpeters/product-manager-antagonist-skills Structured dissent skills for product practitioners preparing for consequential decisions 4 Codex, OpenCode 1 7,613 tok
xonika9/agent-skills skills.sh Practical Agent Skills for source-backed research, controlled browser sessions, idea criti 4 Claude Code, Codex, OpenCode 2 784 tok
buildinternet/releases-cli releases.sh Agent-friendly CLI for searching the Release Index catalog of release notes, changelogs, a 4 Claude Code, Codex, OpenCode 4 5,147 tok
DaleStudy/skills skills.sh 🛠️ Agent skill. 4 Claude Code, Codex, OpenCode 2 1,621 tok
tooppoo/enozunu 4 Claude Code, Codex, OpenCode 2 680 tok
mdsohaib/screenshot-time-machine Screenshot Time Machine is like a Wayback Machine for your own website, a visual archive o 4 Claude Code, Codex, OpenCode 2 984 tok
hraness/wrench wrench.rip Open-source CLI and TypeScript SDK for precise web capabilities for AI agents: page captur 4 Claude Code, Codex, OpenCode 13 5,061 tok
ni032mas/agent-skills-ru Russian AI agent skills for legal, compliance, business, product and engineering workflows 4 Codex, OpenCode 1 189 tok
joris887/exosuit exosuit.sh Suit up. Build anything. A drop-in engineering organization for Claude Code — deep idea in 4 Claude Code, Codex, OpenCode 13 1,654 tok
natnew/Awesome-Agentic-Engineering natnew.github.io A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluati 4 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,153 tok
arsenelupin14/THEMIS Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, 4 Codex, OpenCode 1 458 tok
The-Utopia-Studio/skills the-utopia-studio.github.io AI skill marketplace for The Utopia Studio — four modules (GTM, Product, Investments, Foun 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 948 tok
wzszsw/easy-query-orm easy-query.com 4 Codex, OpenCode 1 954 tok
initxy/ai-native Make any repo AI native — fewer skills, conventions over steps, so any agent can cold-star 4 Claude Code, Codex, OpenCode 2 335 tok
thangnguyenworkspace/industry-pulse Watchlist-driven intelligence pipeline crawling LinkedIn, X, RSS, and email into one neutr 4 Claude Code, Codex, OpenCode 2 1,581 tok
hesprs/synthkernel hesprs.github.io 🧩 A type-safe and composable architecture for modular monolith development in TypeScript. 4 Codex, OpenCode 1 141 tok
eiway112/prefab-interior-skills A collection of AI skills for prefabricated interior construction professionals in design, 4 Codex, OpenCode 1 972 tok
tjcages/skills Methodology-first Agent Skills monorepo (Linear, constitution, accept-gated AI, and more) 4 Claude Code, Codex, OpenCode 2 736 tok
adaline/skills adaline.ai Skills that guide AI coding agents to integrate with the Adaline platform — send traces, m 4 Claude Code, Codex, OpenCode 5 871 tok
lzfxxx/shadow-tutor Predict-before-reveal tutor inside your Claude Code / Codex session: after AI writes your 4 Codex, OpenCode 1 796 tok
ujjwal502/debugduck A debugging skill for Claude Code, Cursor, and any coding agent. Reproduce, trace the full 4 Codex, OpenCode 1 692 tok
kt3k/skills Skills for developing software carefully and steadily. Plan tasks, review code, and refine 4 Codex, OpenCode 1 16 tok
Ampli-Group/agentic-mobile-blueprint The production-ready foundation for shipping mobile and web apps. Auth, deployment, monito 4 Codex, OpenCode 1 1,721 tok
karon-hyppolite/agent-skills AI coding agent skills for React/Next.js performance, UI design audits, and claimable Verc 4 Claude Code, Codex, OpenCode 2 755 tok
hannsxpeter/godaudits Audit everything after anything. Single-command AI agent skill that audits a codebase end 4 Codex, OpenCode 1 420 tok
Elnora-AI/elnora-plugins elnora.ai Elnora AI plugins marketplace — universal Agent Skills + MCP for bioprotocol generation 4 Claude Code, Codex, OpenCode 2 1,974 tok
BambooGap/skills-orchestrator pypi.org Govern, audit, and ship AI-agent skills with policy checks, evidence, SBOM, and MCP. 4 Claude Code, Codex, OpenCode 2 927 tok
ddtcorex/maestro-skills Universal AI Agent Development Skills Hub & Cordis Plugin for Govard, Magento 2, Laravel. 4 Claude Code, Codex, OpenCode 2 5,119 tok
tph-kds/deckforge tph-kds.github.io DeckForge is a multi-agent skills repository for planning, designing, implementing, auditi 4 Claude Code, Codex, OpenCode 2 590 tok
alexanderwe/swiftui-native-component-design-skill Agent Skill to create Apple conform SwiftUI views 4 Codex, OpenCode 1 1,165 tok
CSKishan/ame-skill Agent skills for VS Code, Google Antigravity, and Claude Code — spec-before-code interview 4 Codex, OpenCode 1 1,499 tok