Automation library · AI assistants

Qwen-Max: journal paper generation from title/abstract

Started by another system calling it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenRouter. 17 steps: a working afternoon to understand properly.

MediumCalls a model: OpenRouter

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17 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 7Logic 6Service 3

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

  1. 1WebhookWebhookStarts it
  2. 2OpenRouter Chat ModelLm Chat Open RouterModel
  3. 3Extract Input DataSetLogic
  4. 4AI - IntroductionAgentModel
  5. 5AI - Literature ReviewAgentModel
  6. 6AI - MethodologyAgentModel
  7. 7AI - ResultsAgentModel
  8. 8AI - DiscussionAgentModel
  9. 9AI - ConclusionAgentModel
  10. 10Search CrossRefHttp RequestService
  11. 11Search Semantic ScholarHttp RequestService
  12. 12Search OpenAlexHttp RequestService
  13. 13Merge All SectionsMergeLogic
  14. 14Merge Reference SourcesMergeLogic
  15. 15Compile DocumentCodeLogic
  16. 16Process ReferencesCodeLogic
  17. 17Prepare AI ContextSetLogic

How it's built

Starts on
Another system calling it
Steps
17
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenRouter

Questions

What does it need to run?

An n8n account, and a key for OpenRouter. 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 OpenRouter. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 17 steps is enough that you should read each one before running it.

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 17 steps before you point it at anything that matters.