Select which prior decisions constrain a client call

Judges: A call topic and one entry from the client's decision log. Questions: noul:constrains_this_topic; choice:status - settled, revisit_expected, outdated. Action: Code puts settled, relevant decisions in the prep brief's constraints section and drops irrelevant ones.

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.3.51

Key facts

Vertical: Cross-industry
Function: Sales
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 “Select which prior decisions constrain a client call”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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