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Ship & operate

32,677 rows, by stacks then stars

1,245 of these skill files have been read, by 1,077 distinct authors, and what they tell an agent counted. What Ship & operate authors agree on, and what they forbid

  • Agent browser

    molefrog/moi/.agents/skills/agent-browser Skill

    no license66★ repo

    💾 MOI: agent-agnostic generative UI workspace

  • Remote gpu trainer

    Hanyuyuan6/remote-gpu-trainer Skill

    62★

    An Agent Skill for the DL experiment lifecycle: RUN (a GPU you own or rent) → VERIFY the number is real → DELIVER reproducible, single-source figures and tables.

  • Fusion workflows

    eth0izzle/security-skills/plugins/fusion-workflows/skills/fusion-workflows Skill

    51★ repo

    A collection of Claude Code skills that help security teams stay secure

  • Loop engineering

    invincible04/awesome-loop-engineering/skill/loop-engineering Skill

    49★ repo

    Build the system that prompts your agents. A teaching repo for loop engineering: chapters, an annotated reading list, copy-paste prompts, a runnable example, and a portable agent skill

  • Gumroad cli release

    antiwork/gumroad-cli/.agents/skills/gumroad-cli-release Skill

    46★ repo

    CLI for the Gumroad API

  • N8n cli

    ubie-oss/n8n-cli/.claude/skills/n8n-cli Skill

    45★ repo

    A standalone CLI tool for n8n

  • Cloud finops

    OptimNow/cloud-finops-skills/skills/cloud-finops Skill

    no license45★ repo

    Open-source, FinOps Foundation aligned FinOps knowledge skill and mcp for AI coding assistants. 28 reference files spanning cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 11 AI tools. Refreshed monthly. Built by OptimNow

  • Rootly

    Rootly-AI-Labs/Rootly-MCP-server/com.rootly/mcp-server MCP server

    45★ repo

    Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

  • Mcp console automation

    ooples/mcp-console-automation/io.github.ooples/mcp-console-automation MCP server

    44★ repo

    MCP server for AI-driven console application automation and monitoring

  • Agent builder

    keysersoose/claude-agent-builder/agent-builder Skill

    41★ repo

    Build production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.

  • Containerization Assist

    Azure/containerization-assist/io.github.Azure/containerization-assist MCP server

    41★ repo

    TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

  • Enterprise prd writer

    skinnerlee1225/enterprise-prd-toolkit/skills/enterprise-prd-writer Skill

    40★ repo

    把金融級 PRD 方法論工程化成四個 Claude Skills：找洞 → 寫規格 → 產測試。含交易所提現、自營交易挑戰賽的完整 PRD 範例。

  • Automating calendar

    SpillwaveSolutions/automating-mac-apps-plugin/plugins/automating-mac-apps-plugin/skills/automating-calendar Skill

    40★ repo

    Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more using AppleScript and PyXA (JXA too).

  • Reddit creator deploy

    PHY041/claude-skill-reddit/.claude/skills/reddit-creator-deploy Skill

    no license39★ repo

    Claude Code skills for Reddit automation (AppleScript + Chrome). Build karma, post to subreddits — undetectable by anti-bot systems.

  • Mcp uptime kuma

    DavidFuchs/mcp-uptime-kuma/io.github.DavidFuchs/mcp-uptime-kuma MCP server

    39★ repo

    A Model Context Protocol (MCP) server for Uptime Kuma version 2.

  • Git workflow

    netresearch/git-workflow-skill/skills/git-workflow Skill

    no license38★ repo

    Agent Skill for Git workflow best practices - branching, commits, PR workflows | Claude Code compatible

  • Platform skills

    nitinjain999/platform-skills Skill

    36★

    A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azure, Terraform, and GitHub Actions — with an optional Claude plugin layer for interactive guidance.

  • Docker compose launch

    aliengiraffe/vigilante/skills/docker-compose-launch Skill

    36★ repo

    Vigilante is a sandbox-first orchestration layer for coding agents. It isolates every task in a git worktree, enforces strict credential scoping, and gives you full audit logs — so your agents can't burn down production.

  • Browser automation

    alexei-led/cc-thingz/dist/claude/browser/skills/browser-automation Skill

    35★ repo

    Portable skills, agents, hooks, and Pi extensions for Claude Code, Codex CLI, Copilot, Cursor, Grok, and Pi.

  • Security audit

    netresearch/security-audit-skill/skills/security-audit Skill

    no license35★ repo

    Agent Skill for PHP security audits - OWASP patterns, vulnerability detection | Claude Code compatible

  • Browser harness ats automation

    arimanyus/hermes-merchant/browser-harness-ats-automation Skill

    34★ repo

    A collection of portable agent skills that scrape ML/AI jobs, score them against your profile, and auto-fill Greenhouse applications.

  • Ue5 mcp

    ibrews/ue5-mcp Skill

    no license32★

    Cowork/Claude Code skill for Unreal Engine 5 development via MCP, pixel streaming, and Python editor scripting

  • Aws health events

    aws-samples/sample-devops-agent-tools/skills/aws-health-events Skill

    30★ repo

    Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting

  • Nora

    solomon2773/nora/io.github.solomon2773/nora MCP server

    30★ repo

    Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.

  • Lessie email

    LessieAI/lessie-skill/lessie-email Skill

    no license29★ repo

    A Claude Code/Codex skill for searching, qualifying, and enriching people and companies. Supports candidate sourcing, B2B lead generation, contact enrichment (email, phone, LinkedIn), company research (industry, funding, tech stack, hiring), and background intelligence on people or organizations.

  • Airflow and workflow orchestration

    vaquarkhan/data-engineering-agent-skills/skills/airflow-and-workflow-orchestration Skill

    29★ repo

    Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.

  • Power Automate MCP Server by Flow Studio

    ninihen1/power-automate-mcp-skills/io.github.ninihen1/flowstudio-mcp MCP server

    28★ repo

    Debug, build, and manage Power Automate cloud flows with AI agents

  • Aws spa deploy

    ziniman/ai-instruct/skills/aws-spa-deploy Skill

    27★ repo

    Turn your AI assistant into a senior web developer. Production-ready guides for SEO, performance, and agent-readiness - for Claude Code, Cursor, Copilot, and Windsurf.

  • Deploy prod

    seldonframe/seldonframe/.claude/skills/deploy-prod Skill

    27★ repo

    Open-source AI front office for local service businesses: AI receptionist (voice/SMS/chat) + website + CRM + booking. Self-hostable or $29/mo flat. The open-source GoHighLevel alternative.

  • Videodb monitoring skill

    video-db/openclaw-monitoring/videodb-monitoring-skill Skill

    no license25★ repo

    CCTV for Agents : Monitor your OpenClaw, Computer use agents in realtime using VideoDB

  • Ragstack

    HatmanStack/RAGStack-Lambda/io.github.HatmanStack/ragstack MCP server

    25★ repo

    Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

  • Paper WorkFlow

    brycewang-stanford/Paper-WorkFlow Skill

    22★

    经管/社科实证论文 · 从一句话 idea 到可投稿全文的 AI 全流程总编排器 — an end-to-end meta-orchestrator that turns a research idea into a submission-ready empirical paper.

  • Claude ops telegram server

    Lifecycle-Innovations-Limited/claude-ops/io.github.auroracapital/claude-ops-telegram-server MCP server

    22★ repo

    Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

  • Mcp power automate

    kaael1/mcp-power-automate/io.github.kaael1/mcp-power-automate MCP server

    22★ repo

    Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

  • Plugin release checker

    joaquimscosta/arkhe-claude-plugins/.claude/skills/plugin-release-checker Skill

    21★ repo

    Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skills across 13 modular plugins. Deep reasoning, autonomous dev loops, DDD architecture, design system enforcement, git automation, and more.

  • Dify workflow

    Akabane71/dify-workflow-cli/.github/skills/dify-workflow Skill

    no license21★ repo

    让AI使用的Dify-WorkFlow-CLI工具

  • Forge app builder

    atlassian/forge-skills/skills/forge-app-builder Skill

    20★ repo

    The Forge Skills Plugin bundles several Forge-focused skills plus MCP-backed tooling so your agent can scaffold apps, review them before deploy, debug production issues, and stay current on Forge APIs and the Atlassian Design System.

  • Mlops automation

    MLOps-Courses/mlops-coding-skills/mlops-automation Skill

    20★ repo

    Agent skills based on the MLOps Coding Course

  • Nixos ai skill

    marceloeatworld/nixos-ai-skill Skill

    no license20★

    Auto-updated NixOS & Nix ecosystem documentation for AI coding assistants — works with 33+ tools via the Agent Skills standard (SKILL.md)

  • XCloud Docker Deploy Skill

    Asif2BD/xCloud-Docker-Deploy-Skill Skill

    no license19★

    xCloud Docker Deployment Skill

  • D2 gen azure

    miiitch/d2-gen/skills/d2-gen-azure Skill

    19★ repo

    Resources for diagram generators skills

  • JobGPT - Job Search Automation & Auto Apply

    6figr-com/jobgpt-mcp-server/io.github.6figr-com/jobgpt-mcp-server MCP server

    19★ repo

    Job search automation, auto apply, resume builder, application tracking, and recruiter outreach

  • Vibe ship

    sudais-khalid/vibe-ship Skill

    18★

    A Claude Code / Claude.ai Skill that turns any codebase into something deployable with docker compose up and shippable through CI/CD, hardened by default, generated in one pass.

  • Workspace architect

    archubbuck/workspace-architect Skill

    18★

    Workspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.

  • Assumptions

    Teycir/Assumptions Skill

    18★

    A SKILL that turns a code diff into an evidence-backed ledger of hidden assumptions, failure modes, and falsification tests.

  • Content flywheel

    PHY041/claude-agent-skills/composite/content-flywheel Skill

    no license18★ repo

    Collection of Claude Code Agent Skills for founders, indie hackers, and growth engineers

  • Github actions

    siva01c/claude-plugins/cicd-tools/skills/github-actions Skill

    17★ repo

    Claude Code plugin marketplace: Drupal development, DDEV, Docker, CI/CD, git workflows, and OWASP ASVS security

  • Iam deceptive escalation auditor

    anyshift-io/sre-skills/skills/iam-deceptive-escalation-auditor Skill

    17★ repo

    Open-source library of methodology-shaped SRE skills for AI agents (Apache 2.0)

  • Qamap pr qa

    IvoryCanvas/QAMap/skills/qamap-pr-qa Skill

    17★ repo

    Local zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenarios, and deterministic automation drafts.

  • Spss academic workflow

    EXIST-D/spss-academic-workflow/skills/spss-academic-workflow Skill

    17★ repo

    基于SPSS进行自动实证分析，并且输出latex编译的PDF格式论文的自动化skill

  • Branch workflow

    ToruAI/toru-claude-agents/skills/branch-workflow Skill

    15★ repo

    Multi-agent team for Claude Code: 7 AI specialists (strategy, dev, security, sales, design, data, research) that collaborate and challenge you. Dev-cycle workflow with machine-verifiable completion.

  • Browser ops

    buildoak/fieldwork-skills/skills/browser-ops Skill

    15★ repo

    Battle-tested skills for AI agents that do real work

  • Auto deploy

    scadastrangelove/agent-audit/benchmarks/m2-calibration-corpus/c14-vendor-skill-pruned/project/node_modules/some-pkg/.claude/skills/auto-deploy Skill

    no license15★ repo

    Forensic auditor for local AI coding agents (Claude Code, Codex CLI, OpenClaw) and project-surface scanner for repos containing skills, plugins, and MCP manifests. Reads session logs, configs, and instruction files, detects known-bad patterns using 296 bundled rules in total.

  • Deploy execute

    EntityProcess/agentv/evals/agentic-engineering/workspace-template/plugins/deploy-auto/skills/deploy-execute Skill

    15★ repo

    Light-weight AI agent evaluation and optimization framework

  • Create

    zapier/agent-skills/skills/workflows/create Skill

    15★ repo

    Agent skills for working with Zapier, maintained by Zapier teams. Indexed by skills.sh.

  • Aiops autonomous incident response

    ivanshamaev/de-agent-skills/group_skills/infra_dataops_group_skills/aiops_autonomous_incident_response Skill

    no license15★ repo

    Профессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform

  • nable

    chaandannn/finopsmcp/io.github.chaandannn/finops-mcp MCP server

    15★ repo

    Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.

  • N8n skills

    pessini/langgraph-skills-agent/graphs/skills_agent/skills/n8n-skills Skill

    14★ repo

    Source repo for the blog post Stop Stuffing Your System Prompt: Build Scalable Agent Skills in LangGraph

  • Product design harness

    cis2042/product-design-harness/skills/product-design-harness Skill

    14★ repo

    Agentic Design Process with Designer-in-the-Loop product judgment across User, Evidence, and Business flows.

  • Github actions setup

    stablyai/agent-skills/skills/github-actions-setup Skill

    no license14★ repo

    AI agent skills for the Stably Playwright SDK.