Zapier Make Patterns
Design reliable Zapier or Make automations and know when no-code limits mean moving to code-based integrations.
Overview
zapier-make-patterns is an agent skill most often used in Build (also Grow lifecycle, Operate support) that teaches reliable Zapier and Make automation design and when to switch to code.
Install
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill zapier-make-patternsWhat is this skill?
- Zapier versus Make: simplicity and 7000+ apps vs visual branching and operations-based pricing
- Principles include test with real data, document naming, and monitor errors
- Notes Zapier auto-disables Zaps around a 95% error rate threshold
- Explicit graduate-to-code guidance when no-code breakpoints appear
- Covers zaps, Make scenarios, Integromat-era patterns, and business-process automation
- Zapier positioned at 7000+ app integrations
- Documented monitor for ~95% error rate auto-disable on Zaps
Adoption & trust: 612 installs on skills.sh; 40.1k GitHub stars; 3/3 security scanners passed (skills.sh audits).
What problem does it solve?
You need business automation fast but no-code zaps break on edge cases, hidden operations costs, or error storms you do not monitor.
Who is it for?
Solo builders wiring CRM, billing, and marketing tools before hiring integrators.
Skip if: Heavy real-time systems needing sub-second custom pipelines, or teams already standardized on one iPaaS with internal runbooks.
When should I use this skill?
Planning Zapier or Make automations, comparing platforms, or deciding if no-code still fits the workflow.
What do I get? / Deliverables
You get documented, tested Zapier or Make flows with naming and monitoring discipline plus a clear signal when to rebuild in code.
- Named automation blueprint with trigger-filter-action map
- Decision note on Zapier vs Make or code migration
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Integrations subphase under Build is the canonical home for wiring SaaS tools together—the skill compares Zapier versus Make and scenario design before launch traffic. Solo builders often prototype business automation here without a custom backend, so platform choice and operations pricing belong on the integrations shelf.
Where it fits
Draft a two-step lead capture zap before custom API middleware exists.
Branch Make scenarios for onboarding vs churn win-back without duplicating task spend.
How it compares
No-code orchestration patterns—not a replacement for agent MCP tools or in-repo CI workflows.
Common Questions / FAQ
Who is zapier-make-patterns for?
Founders and indie operators automating leads, onboarding, and ops with Zapier or Make who want agent guidance on reliability and cost.
When should I use zapier-make-patterns?
Use in Build integrations when choosing Zapier vs Make, in Grow lifecycle when scaling email and CRM chains, and in Operate support when debugging failing zaps.
Is zapier-make-patterns safe to install?
See the Security Audits panel on this listing; the skill does not connect to Zapier by itself—credentials and live zaps remain in your accounts.
SKILL.md
READMESKILL.md - Zapier Make Patterns
# 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. ## Principles - Start simple, add complexity only when needed - Test with real data before going live - Document every automation with clear naming - Monitor errors - 95% error rate auto-disables Zaps - Know when to graduate to code-based solutions - Operations/tasks cost money - design efficiently ## Capabilities - zapier - make - integromat - no-code-automation - zaps - scenarios - workflow-builders - business-process-automation ## Scope - code-based-workflows → workflow-automation - browser-automation → browser-automation - custom-integrations → backend - api-development → api-designer ## Tooling ### Platforms - Zapier - When: Simple automations, maximum app coverage, beginners Note: 7000+ integrations, linear workflows, task-based pricing - Make - When: Complex workflows, visual branching, budget-conscious Note: Visual scenarios, operations pricing, powerful data handling - n8n - When: Self-hosted, code-friendly, unlimited operations Note: Open-source, can add custom code, technical users ### Ai_features - Zapier Agents - When: AI-powered autonomous automation Note: Natural language instructions, 7000+ app access - Zapier Copilot - When: Building Zaps with AI assistance Note: Describes workflow, AI builds it - Zapier MCP - When: LLM tools accessing Zapier actions Note: 30,000+ actions available to AI models ## Patterns ### Basic Trigger-Action Pattern Single trigger leads to one or more actions **When to use**: Simple notifications, data sync, basic workflows # BASIC TRIGGER-ACTION: """ [Trigger] → [Action] e.g., New Email → Create Task """ ## Zapier Example """ Zap Name: "Gmail New Email → Todoist Task" TRIGGER: Gmail - New Email - From: specific-sender@example.com - Has attachment: yes ACTION: Todoist - Create Task - Project: Inbox - Content: {{Email Subject}} - Description: From: {{Email From}} - Due date: Tomorrow """ ## Make Example """ Scenario: "Gmail to Todoist" [Gmail: Watch Emails] → [Todoist: Create a Task] Gmail Module: - Folder: INBOX - From: specific-sender@example.com Todoist Module: - Project ID: (select from dropdown) - Content: {{1.subject}} - Due String: tomorrow """ ### Best Practices: - Use descriptive Zap/Scenario names - Test with real sample data - Use filters to prevent unwanted runs ### Multi-Step Sequential Pattern Chain of actions executed in order **When to use**: Multi-app workflows, data enrichment pipelines # MULTI-STEP SEQUENTIAL: """ [Trigger] → [Action 1] → [Action 2] → [Action 3] Each step's output available to subsequent steps """ ## Zapier Multi-Step Zap """ Zap: "New Lead → CRM → Slack → Email" 1. TRIGGER: Typeform - New Entry - Form: Lead Capture Form 2. ACTION: HubSpot - Create Contact - Email: {{Typeform Email}} - First Name: {{Typeform First Name}} - Lead Source: "Website Form" 3. ACTION: Slack - Send Channel Message - Channel: #sales-leads - Message: "Ne