Workflow Automation

SkillCommerce & finance

Workflow automation is the infrastructure that makes AI agents reliable. This skill teaches an agent to build resilient automated workflows that survive interruptions across n8n, Temporal, and Inngest. It covers durable execution so a workflow can resume exactly where it left off after a network hiccup or other failure.

Use Workflow Automation in Claude, ChatGPT or Ahel Desktop

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Also: Claude Code · Cursor · Codex

Then ask your AI: use the Workflow Automation skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Have an AI agent that can load and use skills.

Workflow AutomationStart free

What your AI can do with it

  • Design workflows that resume after interruptions using durable execution
  • Build automated workflows on n8n, Temporal, and Inngest
  • Handle multi-step payment flows without losing progress
  • Recover from network hiccups during long-running workflows
  • Apply reliability patterns to agent-driven automation

Getting started

  1. Have an AI agent that can load and use skills.
  2. Add the workflow-automation skill to the agent's available skills.
  3. Configure access to at least one supported platform: n8n, Temporal, or Inngest.
  4. Ask the agent to design or review a workflow that needs to survive interruptions.

What this skill tells your AI

The instructions your AI receives, as published by davila7/claude-code-templates in cli-tool/components/skills/workflow-automation/workflow-automation/SKILL.md and read by ahel’s review.

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

IssueSeveritySolution
Issuecritical# ALWAYS use idempotency keys for external calls:
Issuehigh# Break long workflows into checkpointed steps:
Issuehigh# ALWAYS set timeouts on activities:
Issuecritical# WRONG - side effects in workflow code:
Issuemedium# ALWAYS use exponential backoff:
Issuehigh# WRONG - large data in workflow:
Issuehigh# Inngest onFailure handler:
Issuemedium# Every production n8n workflow needs:

Related Skills

Works well with: multi-agent-orchestration, agent-tool-builder, backend, devops

Signals

GitHub stars
32k
Forks
4k
Last commit
Oct 2026

Questions

What platforms does this skill cover?
It covers n8n, Temporal, and Inngest.
What is durable execution?
Durable execution lets a workflow resume exactly where it left off after an interruption, such as a network hiccup during a multi-step payment flow.
Why is this skill useful for payment flows?
Without durable execution, a network hiccup during a 10-step payment flow can mean lost money and angry customers. This skill helps workflows resume instead.
Does this skill require a specific agent platform?
No. It is a skill that can be added to any AI agent that supports loading skills.
Advanced
Item type
skill
Key
workflow-automation
Source
github.com/davila7/claude-code-templates