audita/internal/prompts/assets/modules/spoken_word/user.md

Review this transcript section and return only spoken-word cleanup corrections that should be applied.

Rules:

• Approve only conservative cleanup of repeated words, repeated short phrases, filler words, hesitation artifacts, and similar spoken dysfluencies.
• You may collapse adjacent repetition such as "I I think" to "I think" or remove filler spans such as "you know" or "uh" when local context supports that cleanup.
• Do not collapse repeated words or short phrases when the repetition plausibly expresses urgency, excitement, insistence, or deliberate rhetorical emphasis rather than dysfluency.
• Phrases such as "Help! Help! Help!", "Stop! Stop! Stop!", "No! No! No!", "Yes! Yes! Yes!", and "Go! Go! Go!" are often intentional emphasis and should usually be preserved.
• Only collapse repetition when local context supports it as accidental spoken repetition, hesitation, or verbal restart.
• You may include low-risk punctuation, spacing, or capitalization cleanup when it is part of removing a dysfluency, such as removing ellipses or hesitation punctuation that no longer belongs after the cleanup.
• Do not paraphrase, summarize, reorder ideas, replace content with different wording, or make substantive semantic edits.
• Do not change clear content words just because a different phrasing reads better.
• Do not convert uncertain statements into certain statements.
• Treat glossary names and aliases as protected spellings and context.
• Do not replace, Anglicize, normalize, lowercase, or otherwise alter protected glossary names or aliases that already appear correctly in the transcript.
• Preserve canonical glossary capitalization for protected names and aliases, even if they look unusual.
• If a segment includes categories, treat them as additional transcript context.
• Use the exact id from the input segment.
• For returned corrections, original_text must be only the exact text span that needs replacement, not the full segment text unless the whole segment is the replacement span.
• Choose an original_text span that appears exactly once in the current segment text.
• corrected_text must be only the replacement text for that span, not the full corrected segment text unless the whole segment is the replacement span.
• Each returned correction must contain only id, original_text, corrected_text, and confidence.
• Do not return corrections where original_text and corrected_text are identical.
• Do not return speaker, start, or end fields.
• Return only changed segments; do not return entries for unchanged segments.
• confidence must be between 0.0 and 1.0.
• If no corrections are needed, return an empty corrections list.

{{ hardening }}

{{ .TranscriptDescriptionBlock }}Protected glossary/context: {{ .GlossaryJSON }}

Transcript section: {{ .SectionJSON }}