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Workflow automation

16,955 rows from 1,135 repositories

Wiring steps together so they run without anybody present.

What Workflow automation skills agree on

920 skill files read, by 813 of the 1,214 authors on this shelf whose files we hold, 2026-09-06

The middle one of the 120 measured here is ~1.9k tokens long, counted with cl100k_base

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Use conventional commit message format38 of 813 in 34 filesalso worded as use conventional commits format; follow conventional commits format
  2. Write tests before implementing code26 of 813 in 12 filesalso worded as Write tests before production code; write one test before implementing code
  3. Achieve at least 80 percent test coverage24 of 813 in 11 filesalso worded as ensure minimum 80 percent test coverage; Ensure minimum 80 percent code coverage
  4. Mock external dependencies for unit tests22 of 813 in 10 filesalso worded as mock external dependencies in unit tests; Mock external dependencies for speed
  5. Read product marketing context before asking questions21 of 813 in 6 files
  6. Implement rollback plans for every deployment21 of 813 in 9 filesalso worded as Implement a rollback mechanism for every deployment; Establish a rollback mechanism for every deployment
  7. Follow the arrange-act-assert pattern20 of 813 in 9 filesalso worded as Follow the Arrange Act Assert pattern; Use Arrange-Act-Assert pattern for tests
  8. Delete branches after merging20 of 813 in 18 filesalso worded as Delete branch after merging; delete branch after merge
  9. Test all edge cases and error scenarios20 of 813 in 8 filesalso worded as test edge cases and error scenarios; test edge cases and error paths
  10. Use semantic selectors for UI tests19 of 813 in 7 filesalso worded as use semantic selectors for UI testing; use semantic selectors for e2e tests
  11. Define sequence type and audience context18 of 813 in 5 files
  12. Monitor feature drift and prediction distribution drift18 of 813 in 5 filesalso worded as Monitor model performance drift
  13. Ensure each email has one primary purpose18 of 813 in 5 filesalso worded as Ensure one primary purpose per email
  14. Ensure each test is independent18 of 813 in 7 filesalso worded as Ensure each test runs in isolation; Ensure tests are independent
  15. Include only one main call to action per email18 of 813 in 5 filesalso worded as Include one main call to action per email

What they tell it not to do

  1. Do not use brittle CSS selectors19 of 813 in 7 filesalso worded as do not use brittle CSS class selectors
  2. Do not force-push to shared branches19 of 813also worded as do not force-push to shared branches; never force-push to shared branch
  3. Do not try to do everything in one email18 of 813 in 5 files
  4. Do not create dependencies between tests18 of 813 in 6 filesalso worded as do not create dependent tests; Do not create interdependent tests
  5. Do not repeat the subject line in the preview text18 of 813 in 5 filesalso worded as do not repeat the subject line in preview text; Do not repeat subject line in preview text
  6. Do not commit secrets18 of 813 in 15 filesalso worded as never commit secrets or credentials; do not commit secrets or api keys
  7. Do not commit local environment files17 of 813also worded as do not commit build output or environment files; do not commit build artifacts or environment files
  8. Do not require notebook state for reproducibility17 of 813 in 4 files
  9. Do not leak future data into training sets17 of 813 in 4 files
  10. Do not tune thresholds on the test set17 of 813 in 4 files

What they expect to be installed

  1. git186 of 813 in 170 files
  2. npm75 of 813 in 59 files
  3. gh66 of 813
  4. Playwright53 of 813 in 39 files
  5. bash44 of 813
  6. docker36 of 813 in 25 files
  7. pytest35 of 813 in 23 files
  8. python334 of 813
  9. jq34 of 813
  10. grep33 of 813

What they ask it to produce

  1. Pull request70 of 813 in 63 filesalso worded as pull requests; github pull requests
  2. Screenshots41 of 813 in 36 filesalso worded as Browser screenshots; screenshot
  3. Coverage reports28 of 813 in 15 filesalso worded as Coverage report; Test coverage report
  4. Review findings27 of 813 in 14 filesalso worded as findings report; code review findings
  5. Git commits22 of 813 in 21 filesalso worded as git commit; initial git commit
  6. Test plan19 of 813 in 6 filesalso worded as test execution plan; test plans
  7. Failing test19 of 813 in 18 filesalso worded as failing tests; failing regression test
  8. Sequence overview18 of 813 in 5 files

When Workflow automation authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 813 authors, with the skills that name each one

How Workflow automation skills are built

15,062 skill directories by 993 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 1 file, 7.9 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill374 of 993 authors, 11,895 of 15,062 skills
  2. files ship beside it619 of 993 authors, 3,167 of 15,062 skills
  3. executable scripts ship inside249 of 993 authors, 653 of 15,062 skills

The folders they converge on

  1. references/394 of 993 authors, 1,179 of 15,062 skills
  2. scripts/183 of 993 authors, 536 of 15,062 skills
  3. agents/137 of 993 authors, 319 of 15,062 skills
  4. assets/94 of 993 authors, 147 of 15,062 skills
  5. templates/66 of 993 authors, 120 of 15,062 skills
  6. evals/59 of 993 authors, 123 of 15,062 skills

  • Agent browser

    shanraisshan/claude-code-best-practice/.claude/skills/agent-browser Skill

    64,157★ repo

    from vibe coding to agentic engineering - practice makes claude perfect

  • Ego browser

    citrolabs/ego-lite/skills/ego-browser Skill

    9,516★ repo

    The fastest browser for AI agents to run web automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.

  • Skill

    refly-ai/refly/packages/cli/skill Skill

    no license7,484★ repo

    The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.

  • Browser act skill forge

    browser-act/skills/browser-act-skill-forge Skill

    5,304★ repo

    Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

  • Sn da excel workflow

    OpenSenseNova/SenseNova-Skills/skills/sn-da-excel-workflow Skill

    4,914★ repo

    Modular SenseNova skills for building AI-powered office assistants and productivity workflows

  • Playwright skill

    lackeyjb/playwright-skill/skills/playwright-skill Skill

    3,026★ repo

    Claude Code Skill for browser automation with Playwright. Model-invoked - Claude autonomously writes and executes custom automation for testing and validation.

  • Agent browser

    countbot-ai/CountBot/workspace/skills/agent-browser Skill

    762★ repo

    更适配中文用户的轻量开源AI Agent | 国产大模型Coding plan支持 | 兼容OpenClaw Skills生态| 已接入微信ClawBot/微博龙虾/飞书/钉钉/QQ/小智AI/Telegram/deepseek-v4。

  • Agent browser

    mxyhi/ok-skills/agent-browser Skill

    472★ repo

    Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.

  • Daily brief

    leiting-eric/DailyBrief/.claude/skills/daily-brief Skill

    320★ repo

    AI 每日新闻简报 · GitHub 热门 + X 热门文章 + 行情技术分析 · 23 个数据源聚合 + LLM 中文摘要 · 本地或 GitHub Actions 部署

  • 01 recon osint

    Masriyan/Claude-Code-CyberSecurity-Skill/skills/01-recon-osint Skill

    303★ repo

    A comprehensive collection of 15 Claude Code Skills for cybersecurity professionals ,covering offensive security, defensive operations, reverse engineering, threat hunting, CSOC automation, and more

  • Add new skills to workflow

    nicepkg/ai-workflow/.claude/skills/add-new-skills-to-workflow Skill

    277★ repo

    🚀 170+ pre-built skills for Claude Code, Cursor, Codex & 14+ AI tools. Stop re-teaching your AI the same things. One command → instant domain expertise. Marketing, SEO, Trading, Video, PM workflows included.

  • Assets

    Zaloog/kanban-tui/src/kanban_tui/assets Skill

    269★ repo

    Task Manager with a TUI written in Python and usable by agents

  • Automate whatsapp

    gokapso/agent-skills/skills/automate-whatsapp Skill

    no license147★ repo

    Kapso agent skills for WhatsApp.

  • Analytics tracking automation

    jtrackingai/analytics-tracking-automation Skill

    133★

    AI-powered GA4 + GTM event tracking — automates site analysis, event schema, GTM sync, preview verification, and publishing. Works with Cursor, Codex, and any AI agent.

  • Agent browser

    avibebuilder/claude-prime/.claude/skills/agent-browser Skill

    116★ repo

    You've heard Claude Code can do amazing things. Skills, hooks, agents, memory systems — but who has time to figure all that out? Claude Prime sets it up for you in one command.

  • Flow nexus

    ruvnet/flow-nexus/io.github.ruvnet/flow-nexus MCP server

    no license100★ repo

    Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation

  • Agent browser

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

    no license66★ repo

    💾 MOI: agent-agnostic generative UI workspace

  • 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

  • N8n cli

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

    45★ repo

    A standalone CLI tool for n8n

  • 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.

  • 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).

  • 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

  • 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.

  • 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

  • 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

  • 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.

  • 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.

  • Dify workflow

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

    no license21★ repo

    让AI使用的Dify-WorkFlow-CLI工具

  • Mlops automation

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

    20★ repo

    Agent skills based on the MLOps Coding Course

  • 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

  • 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.

  • 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

  • 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.

  • Create

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

    15★ repo

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

  • 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.

  • Agent browser

    runkids/my-skills/agent-browser/agent-browser Skill

    no license12★ repo

    My AI agent skills — managed with skillshare

  • Holix cron

    javded-itres/Holix/core/skills/bundled/holix-cron Skill

    12★ repo

    Helix is ​​a powerful self-learning AI agent with memory, skills, and the ability to recall tools. It learns from successful tasks and creates reusable skills for the future.

  • Agent browser

    ckorhonen/claude-skills/skills/agent-browser Skill

    12★ repo

    A curated collection of skills for Claude Code and Codex — specialized capabilities across development, design, AI, security, and more. Part of the cdd.dev/skills family.

  • N8n mcp

    ratamaha-git/n8n-mcp/io.github.ratamaha-git/n8n-mcp MCP server

    12★ repo

    MCP server for n8n: generate, lint, explain failed executions, drive live n8n via REST.

  • Power automate action configuration

    Wals-pro/claude-power-automate/skills/power-automate-action-configuration Skill

    10★ repo

    A Claude Code suite for Microsoft Power Automate development — Agent Skills + a local CLI (Dataverse/Power Platform APIs, Azure CLI auth, no stored secrets). Beta.

  • Symphony

    broomva/symphony/.agents/skills/symphony Skill

    9★ repo

    Rust orchestration daemon for coding agents — polls Linear/GitHub/Markdown, creates isolated workspaces, dispatches agent sessions with EGRI self-improvement.

  • Nexad ai skill

    alphaparkinc/nexad-ai-skill Skill

    no license9★

    GenPark skill: Automate campaign analysis, GTM simulation, and cross-platform optimization using Nexad.

  • Desktop controller skill

    24kchengYe/desktop-controller-skill Skill

    9★

    AI Computer Use for Claude Code — The open-source alternative to OpenAI Codex's playwright-interactive. Dual-engine: Win32 API + Playwright. Control WeChat, DingTalk, Feishu, QQ, Slack, Teams, and any web/Electron app. Automated QA, viewport testing, visual feedback loops.

  • Shopvidi automation skill

    alphaparkinc/shopvidi-automation-skill Skill

    no license9★

    GenPark skill: Automate ShopVidi wholesale tasks, product scraping, and bulk orders.

  • Shopvidi us skill

    alphaparkinc/shopvidi-us-skill Skill

    no license9★

    GenPark skill: Automate ShopVidi US wholesale tasks, product scraping, and bulk orders.

  • Trooly ai skill

    alphaparkinc/trooly-ai-skill Skill

    no license9★

    GenPark skill: Automate qualitative user research using Trooly.ai's Empathy Engine.

  • Gtm simulation skill

    alphaparkinc/gtm-simulation-skill Skill

    no license9★

    GenPark skill: Automate campaign analysis, GTM simulation, and cross-platform optimization.

  • Powabase

    powabase-ai/agent-skills/skills/powabase Skill

    9★ repo

    Agent Skills that help AI coding assistants build on Powabase — the AI Backend-as-a-Service (RAG, agents, orchestration, workflows) plus a Supabase-style BaaS layer.

  • Genpark wukong workflow automator

    alphaparkinc/genpark-wukong-workflow-automator Skill

    no license9★

    GenPark Distilled Skill: wukong-workflow-automator

  • Arcgis pro automation

    muend/geoai-skills/skills/arcgis-pro-automation Skill

    8★ repo

    Production-grade Agent Skills for GeoAI and geospatial data science—remote sensing, spatial statistics, PostGIS, Earth Engine, LiDAR, routing, and reproducible ML.

  • Make mcp

    danishashko/make-mcp/io.github.danishashko/make-mcp MCP server

    8★ repo

    Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

  • Architecture workflow

    keez97/claude-architecture-skills/skills/architecture-workflow Skill

    7★ repo

    7 Claude Code skills for software architecture review (Python, web, cloud, microservices). Includes A/B benchmarks against unskilled baseline, assertion-graded eval suite, and interactive dashboards.

All 16,955 in the catalog