# Transcript Fixer

Corrects ASR/STT transcription errors, homophones, garbled terms, person-name errors...

- Repository: https://github.com/daymade/claude-code-skills (1509 stars)
- Category: AI and agents
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add daymade/claude-code-skills --skill transcript-fixer -g -a claude-code -y`
Codex: `npx skills add daymade/claude-code-skills --skill transcript-fixer -g -a codex -y`
Cursor: `npx skills add daymade/claude-code-skills --skill transcript-fixer -g -a cursor -y`
Gemini CLI: `npx skills add daymade/claude-code-skills --skill transcript-fixer -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add daymade/claude-code-skills`

## Description

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).

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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

The rest: https://github.com/daymade/claude-code-skills/blob/HEAD/daymade-audio/transcript-fixer/SKILL.md