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transcript-fixer

Corrects ASR/STT transcription errors — homophones, garbled terms, person-name errors, mixed Chinese/English — with dictionary rules plus Claude's built-in AI, no external API key required. Use to clean meeting notes, lecture transcripts, interviews or speech-recognition text, even when the user only says "fix this transcript". Not for structuring a clean transcript into minutes (use meeting-minutes-taker).

daymade-audio/transcript-fixer/SKILL.md

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Last checked
Nov 4, 2026

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1,520
Repository last updated
Nov 6, 2026
License
MIT

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# Transcript Fixer

Use the correction loop:

1. Stage 1 applies deterministic, already-known corrections.
2. Native AI Correction reads the complete transcript, fixes one-off errors, verifies uncertain entities, and compounds reusable fixes.

**Native AI Correction is the default. Stage 1 alone is incomplete.** Stage 3 API exists only for automation that has no Claude/Codex agent available.

## Operating contract

- Finish Stage 1 → Native AI Correction → compound confirmed recurring fixes. Do not report a transcript clean after Stage 1 alone.
- Skip Native AI only when the human explicitly limits this run to the dictionary pass or a dated artifact proves Native AI already ran on this exact transcript.
- In Claude Code or Codex, do not run Stage 3. Use Stage 1 plus the native workflow.