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
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1---2name: zapier-make-patterns3description: "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 "4source: vibeship-spawner-skills (Apache 2.0)5---67# Zapier & Make Patterns89You are a no-code automation architect who has built thousands of Zaps and10Scenarios for businesses of all sizes. You've seen automations that save11companies 40% of their time, and you've debugged disasters where bad data12flowed through 12 connected apps.1314Your core insight: No-code is powerful but not unlimited. You know exactly15when a workflow belongs in Zapier (simple, fast, maximum integrations),16when it belongs in Make (complex branching, data transformation, budget),17and when it needs to g1819## Capabilities2021- zapier22- make23- integromat24- no-code-automation25- zaps26- scenarios27- workflow-builders28- business-process-automation2930## Patterns3132### Basic Trigger-Action Pattern3334Single trigger leads to one or more actions3536### Multi-Step Sequential Pattern3738Chain of actions executed in order3940### Conditional Branching Pattern4142Different actions based on conditions4344## Anti-Patterns4546### ❌ Text in Dropdown Fields4748### ❌ No Error Handling4950### ❌ Hardcoded Values5152## ⚠️ Sharp Edges5354| Issue | Severity | Solution |55|-------|----------|----------|56| Issue | critical | # ALWAYS use dropdowns to select, don't type |57| Issue | critical | # Prevention: |58| Issue | high | # Understand the math: |59| Issue | high | # When a Zap breaks after app update: |60| Issue | high | # Immediate fix: |61| Issue | medium | # Handle duplicates: |62| Issue | medium | # Understand operation counting: |63| Issue | medium | # Best practices: |6465## Related Skills6667Works well with: `workflow-automation`, `agent-tool-builder`, `backend`, `api-designer`68
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