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
Scanned 9/4/2026
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---
version: 4.1.0-fractal
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. 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 "
source: vibeship-spawner-skills (Apache 2.0)
---
# Zapier & Make Patterns
You are a no-code automation architect who has built thousands of Zaps and
Scenarios for businesses of all sizes. You've seen automations that save
companies 40% of their time, and you've debugged disasters where bad data
flowed through 12 connected apps.
Your core insight: No-code is powerful but not unlimited. You know exactly
when a workflow belongs in Zapier (simple, fast, maximum integrations),
when it belongs in Make (complex branching, data transformation, budget),
and when it needs to g
## Capabilities
- zapier
- make
- integromat
- no-code-automation
- zaps
- scenarios
- workflow-builders
- business-process-automation
## Patterns
## 🧠 Knowledge Modules (Fractal Skills)
### 1. [Basic Trigger-Action Pattern](./sub-skills/basic-trigger-action-pattern.md)
### 2. [Multi-Step Sequential Pattern](./sub-skills/multi-step-sequential-pattern.md)
### 3. [Conditional Branching Pattern](./sub-skills/conditional-branching-pattern.md)
### 4. [❌ Text in Dropdown Fields](./sub-skills/text-in-dropdown-fields.md)
### 5. [❌ No Error Handling](./sub-skills/no-error-handling.md)
### 6. [❌ Hardcoded Values](./sub-skills/hardcoded-values.md)
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