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
- License 许可
- MIT
- 最近更新
- 2026-05-22
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01 前言 Front Matter
- name
- zapier-make-patterns
- source
- vibeship-spawner-skills (Apache 2.0)
- 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
03 SKILL.md 正文
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
Basic Trigger-Action Pattern
Single trigger leads to one or more actions
Multi-Step Sequential Pattern
Chain of actions executed in order
Conditional Branching Pattern
Different actions based on conditions
Anti-Patterns
❌ Text in Dropdown Fields
❌ No Error Handling
❌ Hardcoded Values
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Issue | critical | # ALWAYS use dropdowns to select, don't type |
| Issue | critical | # Prevention: |
| Issue | high | # Understand the math: |
| Issue | high | # When a Zap breaks after app update: |
| Issue | high | # Immediate fix: |
| Issue | medium | # Handle duplicates: |
| Issue | medium | # Understand operation counting: |
| Issue | medium | # Best practices: |
Related Skills
Works well with: workflow-automation, agent-tool-builder, backend, api-designer
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