Coding

Agentic Workflow Automation

Generate deterministic JSON or Markdown blueprints for multi-step agent workflows.

What it does

Turn a workflow name, trigger, and ordered steps into a reusable implementation blueprint. Each step is normalized into a single-purpose execution contract, then arranged with dependencies, execution order, and failure fallbacks. Export deterministic JSON or Markdown artifacts for n8n or internal orchestrators.

When to use it

  • Designing trigger-and-action automations
  • Documenting multi-step execution order
  • Preparing n8n implementation handoffs
  • Defining failure fallbacks for orchestrated steps

The skill document

Agentic Workflow Automation

Overview

Build workflow blueprints that can be translated into automation platforms such as n8n or internal orchestrators.

Workflow

  1. Define workflow name, trigger, and ordered steps.
  2. Normalize each step into a simple execution contract.
  3. Build a blueprint with dependencies and execution order.
  4. Export JSON/markdown artifacts for implementation.

Use Bundled Resources

  • Run scripts/generate_workflow_blueprint.py for deterministic workflow output.
  • Read references/workflow-blueprint-guide.md for step design guidance.

Guardrails

  • Keep each step single-purpose.
  • Include clear fallback behavior for failed steps.

Questions people ask

What information do I need to define a workflow?
Provide a workflow name, a trigger, and the ordered steps. Each step should have one purpose and clear fallback behavior if it fails.
What does the generated blueprint contain?
It contains normalized execution contracts for each step, plus dependencies and execution order. The output is designed to support implementation in an automation platform or internal orchestrator.
Which output formats and resources are supported?
Blueprints can be exported as JSON or Markdown. The bundled Python script produces deterministic workflow output, and the reference guide provides step design guidance.

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