Fake-reply-chain spam spotter
Judges: subject+first lines of mail with Re: prefix. Questions: noul:fake_thread - is "Re:" used with no genuine prior conversation?; noul:manufactured_urgency - invoice-style pressure?. Action: Code cross-checks Message-ID headers; both true quarantines.
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.4.90
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 “Fake-reply-chain spam spotter”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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