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name: zapier-make-patterns description: No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points. risk: critical source: vibeship-spawner-skills (Apache 2.0) date_added: 2026-02-27

Zapier & Make Patterns

No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points.

This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power and cost-efficiency (visual branching, operations-based pricing).

Critical distinction: No-code works until it doesn't. Know the limits.

Detailed Guide

Read the detailed guide before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.

Zapier Example

""" Zap Name: "Gmail New Email → Todoist Task"

TRIGGER: Gmail - New Email

• From: specific-sender@example.com
• Has attachment: yes

ACTION: Todoist - Create Task

• Project: Inbox
• Content: {{Email Subject}}
• Description: From: {{Email From}}
• Due date: Tomorrow """

Make Example

""" Scenario: "Gmail to Todoist"

[Gmail: Watch Emails] → [Todoist: Create a Task]

Gmail Module:

• Folder: INBOX
• From: specific-sender@example.com

Todoist Module:

• Project ID: (select from dropdown)
• Content: {{1.subject}}
• Due String: tomorrow """

Best Practices:

• Use descriptive Zap/Scenario names
• Test with real sample data
• Use filters to prevent unwanted runs

Multi-Step Sequential Pattern

Chain of actions executed in order

When to use: Multi-app workflows, data enrichment pipelines

MULTI-STEP SEQUENTIAL:

""" [Trigger] → [Action 1] → [Action 2] → [Action 3] Each step's output available to subsequent steps """

When to Use

• User mentions or implies: zapier
• User mentions or implies: make
• User mentions or implies: integromat
• User mentions or implies: zap
• User mentions or implies: scenario
• User mentions or implies: no-code automation
• User mentions or implies: trigger action
• User mentions or implies: workflow automation
• User mentions or implies: connect apps
• User mentions or implies: automate

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.