What problem does it solve? Raw YouTube transcripts are noisy, often code-switched, and hard to study from. This Skill transforms them into a single high-fidelity study note inside a Zettelkasten-style knowledge base, preserving every fact, quote, statistic, and timestamp without summarization loss. ## Core Features & Use Cases - Faithful Transcript Transformation: Converts raw transcripts into one detailed study note with chronological sections, timestamp citations (MM:SS), tables, and Mermaid diagrams, prioritizing completeness over brevity. - Code-Switched Translation: Translates Hinglish and other non-English content into professional English while preserving technical terminology and speaker attribution. - Mandatory Quality Gates: Enforces a validation state machine with hallucination prevention, knowledge coverage verification, confidence assessment, and explicit user approval before promotion to the knowledge base. - Long Video Segmentation: Splits videos over 30 minutes into checkpointed segments with continuity rules and a final merge pass. - Use Case: Ingest a 90-minute technical lecture transcript from 01_RAW/CAPTURE and receive a fully validated, schema-compliant study note ready for active learning in 02_NEW-KNOWLEDGE. ## Quick Start Ingest the YouTube transcript in 01_RAW/CAPTURE into a detailed study note and present the draft for my approval.
