Reply Mapby Shuttlewright

01 / The method

Suggestions,
not a verdict.

Reply Map by Shuttlewright

What runs here

Small rules.
Visible limits.

English keyword buckets suggest Price, Trust, Product, Support or Other. The first matching bucket wins.

Agree, support, yes and good suggest For. Disagree, oppose, wrong and bad suggest Against. Love, great and thanks or hate, angry and terrible suggest tone cues.

Privacy, safety, legal and accuracy keywords flag questions to verify.

What the rules cannot read

Negation, sarcasm, multilingual text and context are not understood. A missing keyword does not mean no risk.

Counts are supplied text blocks, not unique people, verified replies or audience opinion. Exact supplied blocks retain P IDs. The source is unverified user input.

No hidden intelligence layer

No multi agent runtime, semantic model, fetcher, engagement statistics or complete reply tree. Imported metadata is not verified.

Review a thread ↗