Secrets-in-diff semantic check

Judges: string literal near assignment. Questions: choice:kind - real_secret/placeholder/test_fixture/hash/other. Action: Block only real_secret; regex finds candidates, Jev prunes false positives.

STop tier. Meets A, and the payoff is major with high confidence.4.78

Key facts

Vertical
Software & tech
Function
Agents & dev
Status
Idea
Volume
routine
Value
major
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 “Secrets-in-diff semantic check”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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