Works with the AI tools you already use

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    Workflow Automation Architect

    1

    Turn any repetitive task into a ready-to-build Zapier, Make, n8n, or Lindy automation — with AI steps only where they're actually needed.

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    Workflow Automation Architect

    Workflow Automation Architect

    Example session with this skill installed

    Every time someone books a call through my Calendly, I manually check their form answers, decide if they're a good fit for my $2k service or my $500 service, then send one of two different prep emails, and add them to the right list in my email tool. I want to automate this in Zapier.

    • Read your context and instructions
    • Compiled the workflow automation architect
    • Generated the UI component

    Automation: Calendly Lead Tier Router

    Trigger: New Calendly booking (with form answers attached)

    Steps:

    1. [Trigger] — New event: Calendly booking created
    2. [AI agent step] — Classify lead tier
      • Tool: Zapier "AI by Zapier" step
      • Input: booking's form answers (budget, company size, stated goal)
      • Output format: JSON {tier: "premium" | "standard", confidence: "high"|"low", reasoning: string}
    3. [Plain automation step] — Filter: if confidence = "low", route to human review instead of auto-sending
    4. [Action step] — Send tiered prep email
      • Tool: Zapier → Gmail/Outlook "Send Email" using template matched to tier
    5. [Action step] — Add contact to correct list
      • Tool: Zapier → [email tool] "Add/Update Subscriber" with tier tag

    Error handling:

    • AI output not valid JSON or missing tier → alert for manual tagging, don't auto-send
    • Low-confidence classification → same human-review fallback
    • Email send fails → retry once, then alert

    Platform notes: Use Zapier's native AI step with a structured-output prompt; Calendly's trigger includes form Q&A natively.

    Plan requirements: 5 steps exceeds Zapier's free-tier single-step limit — needs at least the Starter paid plan for multi-step Zaps.

    Estimated build time: ~15 minutes for someone with an existing Zapier account.

    workflow-automation-architect.tsx

    TSX · React component

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Map manual processes to concrete trigger-action steps for no-code tools.Define where AI agents should handle unstructured data vs. simple rules.Structure AI outputs as JSON to prevent workflow integration failures.Implement error handling and human-in-the-loop approval gates.Assess platform plan requirements and estimated build time for workflows.

    About this skill

    Stop guessing how to automate your repetitive work. Workflow Automation Architect takes a task you do manually — anything from routing leads to triaging support emails — and turns it into a complete, buildable automation: the trigger, every step, the exact tool actions, and error handling, ready to build in Zapier, Make, n8n, or Lindy.

    How it works:

    1. Describe the manual task you want automated, step by step.
    2. It maps out the trigger, breaks each step into either a plain rule/filter or an AI judgment call, and specifies exactly what each AI step should read and return.
    3. It flags which steps need a paid platform tier before you start building, and adds error handling so a failed step or a low-confidence AI call never breaks silently.

    Built-in guardrails: it won't invent an integration that doesn't exist — if your tool can't connect natively, it tells you and suggests a webhook workaround instead. It also catches the two most common automation mistakes: using an expensive AI step where a simple rule would do, and using a rigid rule where a task genuinely needs judgment. For sensitive actions (refunds, legal messages, anything with real financial risk) it recommends keeping a human in the loop rather than automating past it.

    Best for: freelancers, small business owners, and solo operators who want to cut out repetitive manual work but don't know how to translate "I do this every week" into something they can actually build.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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