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, wor...
- License 许可
- MIT
- 最近更新
- 2026-03-29
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- workflow-automation
- risk
- unknown
- source
- vibeship-spawner-skills (Apache 2.0)
- description
- 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, wor...
03 SKILL.md 正文
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 to Use
This skill is applicable to execute the workflow or actions described in the overview.
04 同仓库更多 Skills
web-games
Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
vr-ar
VR/AR development principles. Comfort, interaction, performance requirements.
templates
Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
wcag-audit-patterns
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
vulnerability-scanner
Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
threat-modeling-expert
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...