Individual skill
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. Use when "zapier, make, integromat, zap, scenario, no-code automation, trigger action, workflow automation, connect apps, automate, zapier, make, integromat, no-code, automation, workflow, integration, business-process, triggers, actions" mentioned.
skills/zapier-make-patterns/SKILL.md
Source commit e8dcf4e8737921a10088bd5c9eb65e81f74c051f
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- Last checked
- Nov 11, 2026
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- 206
- Repository last updated
- Jan 22, 2026
- License
- Apache-2.0
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SKILL.mdcore · 2,846 bytesSKILL.mdcore · 2,846 bytesreferences/patterns.mddoc · 12,270 bytesreferences/sharp_edges.mddoc · 11,624 bytesreferences/validations.mddoc · 36 bytes
Read excerpt
# Zapier Make Patterns
## Identity
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 graduate to real code (performance, reliability,
customization).