Automation library · AI assistants

Review workflow JSON for risks and best practices with Groq

Started by another system calling it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Groq. 8 steps, 1 branch: small enough to read in one sitting and change without fear.

SmallCalls a model: Groq

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8 stepsSmall: readable in one sitting
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 2Model 3Logic 3

The steps in the order they run, from what starts it.

  1. 1When Workflow ReceivedWebhookStarts it
  2. 2Parse Structured OutputOutput Parser StructuredModel
  3. 3Groq Analysis Chat ModelLm Chat GroqModel
  4. 4Validate Workflow DataCodeLogic
  5. 5Risk Assessment AgentAgentModel
  6. 6If Validation SucceededIfLogic
  7. 7Send Analysis ResponseRespond To WebhookStarts it
  8. 8Generate Error ResponseCodeLogic

How it's built

Starts on
Another system calling it
Steps
8, with 1 branch
Size
Small: readable in one sitting
Connects to
Nothing by connector; it calls services over plain HTTP
Model
Groq

Questions

What does it need to run?

An n8n account, and a key for Groq. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

Does it use AI?

Yes. It calls Groq. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Not long. At 8 steps it can be read in one sitting and changed without fear.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 8 steps before you point it at anything that matters.