Naming layers in files audit

Judges: one layer or frame name. Questions: noul:meaningless_default; choice:purpose - hero/nav/card/icon/bg/other. Action: Batch rename suggestions go to designer approval.

CA clean typed decision with low volume or low value, or too vague to act on.3.16

Key facts

Vertical
Cross-industry
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 “Naming layers in files audit”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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