Classify marketing questions to Marketing Model layer for retrieval

Judges: A user's marketing question. Questions: choice:layer - why_doctrine, how_sop_or_skill, brand_standard, client_state, business_model_outside; noul:client_deliverable. Action: Code calls the right gateway tool first and enforces 'read brand standard first' for client delive

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.21

Key facts

Vertical: Cross-industry
Function: Agents & dev
Status: Idea
Volume: routine
Value: meaningful
Risk: moderate
Evidence: —
Flags: None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Classify marketing questions to Marketing Model layer for retrieval”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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