Sort sample library by described vibe

Judges: one sample filename plus tags plus producer note. Questions: choice:role - kick/snare/bass/lead/pad/fx/vocal/other; choice:energy - low/mid/high; noul:tonal. Action: Auto-folder library, tonal samples go to key detection.

CA clean typed decision with low volume or low value, or too vague to act on.2.87

Key facts

Vertical
Games & entertainment
Function
Creative & industry
Status
Idea
Volume
occasional
Value
meaningful
Risk
low
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 “Sort sample library by described vibe”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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