Get raw evidence for your own judgment
extract_evidenceReturn every pattern match with the quote and rule that fired plus unmatched turns. Review each candidate yourself to catch sarcasm and unpatterned behavior.
Instructions
Return every pattern match the instrument found, with the quote and the rule that fired, plus the turns where nothing matched. Use this when the reading matters more than the number: you confirm or reject each candidate yourself, catching sarcasm and quoted speech that a word list scores wrong, and catching behavior in the unmatched turns that no pattern covers. This is the tool for producing a defensible qualitative summary.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| meta | No | Labels carried into the report and used for cohort grouping, e.g. {"cohort": "spring-2026", "site": "Cleveland"}. | |
| format | No | Override format auto-detection. | |
| indicators | No | ||
| transcript | No | Raw transcript text. Supply this or transcript_path. | |
| speaker_aliases | No | Rename speakers after parsing, e.g. {"Speaker 1": "Participant A"}. Use this to de-identify before results are shared. | |
| transcript_path | No | Path to a transcript file. Supply this or transcript. |