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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 ...
Cognitive Capabilities
Architectural Overview
"This module is grounded in ai engineering patterns and exposes 8 core capabilities across 1 execution phases."
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
When to Use
This skill is applicable to execute the workflow or actions described in the overview.
Validation Signals
8 documented capabilities
Primary Stack
Markdown
Tooling Surface
Guide only
Workspace Path
.agents/skills/zapier-make-patterns
Operational Ecosystem
The complete hardware and software toolchain required.
Module Topology
Antigravity Core
Principal Engineering Agent
Validation signal
4d 1h ago
8 documented capabilities
Recommended for this workflow
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