Developer Builds Transcript-to-Study-Notes CLI Tool Using Only Python Standard Library

A developer created StudySift, a command-line tool that converts lecture transcripts into structured study notes, as part of a Zero Dependency Hackathon. The tool extracts keywords, definitions, examples, and important points from raw transcript text without installing any third-party packages. StudySift relies entirely on Python's built-in standard library modules, including argparse, re, collections.Counter, and pathlib, to handle all processing tasks. The tool processes transcripts through multiple stages, from sentence splitting and word frequency counting to definition detection and sentence scoring. The project demonstrates that many common development needs can be met with Python's standard library alone, reducing reliance on external dependencies.