workflow-automation
Architects durable, event-driven workflows to ensure reliable execution.
Install
mkdir -p .claude/skills/workflow-automation-agent-skills-hub && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/18537" && unzip -o skill.zip -d .claude/skills/workflow-automation-agent-skills-hub && rm skill.zipInstalls to .claude/skills/workflow-automation-agent-skills-hub
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
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 accessibilityKey capabilities
- →Implement durable execution for reliable workflows
- →Orchestrate sequential workflow patterns
- →Manage parallel workflow patterns
- →Utilize the orchestrator-worker pattern
- →Promote best practices for background jobs
How it works
The skill applies patterns like sequential, parallel, and orchestrator-worker to turn brittle scripts into production-grade automation. It emphasizes durable execution to ensure workflows resume correctly after failures.
Inputs & outputs
When to use workflow-automation
- →Implement durable payment processing
- →Orchestrate multi-step background tasks
- →Migrate cron jobs to durable triggers
About this skill
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
When not to use it
- →When durable execution is not needed for payments or critical processes
- →When designing monolithic workflows
- →When observability is not a priority
Limitations
- →Requires durable execution for critical processes like payments
- →Discourages monolithic workflows
- →Emphasizes the need for observability
How it compares
This skill focuses on implementing durable execution and specific workflow patterns to build reliable, production-grade automation, which is more resilient and observable than traditional brittle scripts or cron jobs.
Compared to similar skills
workflow-automation side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| workflow-automation (this skill) | 0 | 5mo | No flags | Advanced |
| pipeline-assistant | 1 | 7mo | Caution | Intermediate |
| write-script-bun | 1 | 1mo | No flags | Intermediate |
| trigger-dev-tasks | 0 | 6mo | No flags | Advanced |
Try saying
Example prompts that trigger this skill in your AI assistant.
More by agent-skills-hub
View all by agent-skills-hub →You might also like
pipeline-assistant
redpanda-data
This skill should be used when users need to create or fix Redpanda Connect pipeline configurations. Trigger when users mention "config", "pipeline", "YAML", "create a config", "fix my config", "validate my pipeline", or describe a streaming pipeline need like "read from Kafka and write to S3".
write-script-bun
windmill-labs
MUST use when writing Bun/TypeScript scripts.
trigger-dev-tasks
triggerdotdev
Use this skill when writing, designing, or optimizing Trigger.dev background tasks and workflows. This includes creating reliable async tasks, implementing AI workflows, setting up scheduled jobs, structuring complex task hierarchies with subtasks, configuring build extensions for tools like ffmpeg or Puppeteer/Playwright, and handling task schemas with Zod validation.
triggers
windmill-labs
MUST use when configuring triggers.
inngest
davila7
Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven workflow, step function, durable execution.
inngest
Anhvu1107
ALWAYS use this when the request matches Inngest: Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers.