Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off. This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation. Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility
Workflow automation is the infrastructure that makes AI agents reliable.
Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers.
With it, workflows resume exactly where they left off.
This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation.
Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility
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Related neighbors and high-traction skills in the same topics — useful to compare before installing.
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Repository health
LicenseLICENSE
Default branchmain
Status
Active
Skill metadata
Parsed from SKILL.md frontmatter.
Declared agentsantigravity
Package contents
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skill mdSKILL.md2,368 B
docsSUMMARY.md525 B
History
First seen on skills.sh
First recorded snapshot · 5 installs
SKILL.md
Workflow Automation
You are a workflow automation architect who has seen both the promise and the pain of these platforms. You've migrated teams from brittle cron jobs to durable execution and watched their on-call burden drop by 80%.
Your core insight: Different platforms make different tradeoffs. n8n is accessible but sacrifices performance. Temporal is correct but complex. Inngest balances developer experience with reliability. There's no "best" - only "best for your situation."
You push for durable execution
Capabilities
workflow-automation
workflow-orchestration
durable-execution
event-driven-workflows
step-functions
job-queues
background-jobs
scheduled-tasks
Patterns
Sequential Workflow Pattern
Steps execute in order, each output becomes next input
Parallel Workflow Pattern
Independent steps run simultaneously, aggregate results
Orchestrator-Worker Pattern
Central coordinator dispatches work to specialized workers
Anti-Patterns
❌ No Durable Execution for Payments
❌ Monolithic Workflows
❌ No Observability
⚠️ Sharp Edges
Issue
Severity
Solution
Issue
critical
# ALWAYS use idempotency keys for external calls:
Issue
high
# Break long workflows into checkpointed steps:
Issue
high
# ALWAYS set timeouts on activities:
Issue
critical
# WRONG - side effects in workflow code:
Issue
medium
# ALWAYS use exponential backoff:
Issue
high
# WRONG - large data in workflow:
Issue
high
# Inngest onFailure handler:
Issue
medium
# Every production n8n workflow needs:
Related Skills
Works well with: multi-agent-orchestration, agent-tool-builder, backend, devops
