Cleaning Auto-Transcripts

A skill for processing, fetching, and noise-cleaning auto-generated YouTube transcripts that contain misspellings, speaker accent deviations, or incorrect transliterations. Maps erroneous text against a correct-spelling database to produce clean, complete downstream content.

When to Use

• When downloading an auto-generated YouTube transcript for summarization or timestamping.
• When a speaker-specific error mapping file (Error Mapping) already exists for a given streamer/speaker, e.g. Pu Boat (FGO/ZZZ/Gaming VODs).
• When you need Space Normalization and disambiguation of overlapping terms.

** native speak language ** (เช่น การแยกแยะคำว่า "โรนิน" ออกจากคำว่า "เบโรนินะครับ") ** native speak language **

STRICT Step-by-Step Guide

CRITICAL DIRECTIVE: You are FORBIDDEN from skipping steps. You must execute this process strictly sequentially.