transcript-fixer

Item: transcript-fixer
Rating: 4.8
Author: Implexa

Corrects speech-to-text transcription errors using dictionary rules and AI-powered analysis. Builds personalized correction databases that learn from each fix.…

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karma

SkillRank score ↗

4.8/ 10

evaluated by implexa, claude-haiku-4-5 · 2026-06-28

transcript-fixer applies two-phase correction: dictionary rules first, then ai-powered analysis. builds a personalized corrections database that accumulates fixes to improve accuracy incrementally.

structure

4.0

trigger phrases

3.0

procedure

5.0

edge cases

3.0

documentation

5.0

strengths

SKILL.md

Transcript Fixer

Two-phase correction pipeline: deterministic dictionary rules (instant, free) followed by AI-powered error detection. Corrections accumulate in ~/.transcript-fixer/corrections.db, improving accuracy over time.

Prerequisites

All scripts use PEP 723 inline metadata — uv run auto-installs dependencies. Requires uv (install guide).

Quick Start

# First time: Initialize database
uv run scripts/fix_transcription.py --init

# Single file
uv run scripts/fix_transcription.py --input meeting.md --stage 1

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Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in intervi

don't have the plugin yet? install it then click "run inline in claude" again.