Agent skill · operations · davila7
workflow-automation
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
Why this skill is useful
Provides specific patterns and anti-patterns for durable execution workflows that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-06. 30,138 stars on the source repository.
What this skill does
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
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills davila7/workflow-automation