Tukuk-OS✂️ Text Summarizer
ℹ️ What this tool does & how it works
No model and no magic — one old, honest idea: the words that repeat across a passage are what it is about, and the sentences stacked with them are its load-bearing walls. Pick the top-scoring sentences, keep them in their original order, and most of a first-draft summary writes itself. Use it as a start, then rewrite from memory — that rewrite is where the studying happens.
When counting words lies
Frequency spotting does not understand: it can miss the quiet sentence that reverses everything — but the study was never replicated — and it cannot compress the way a reader who knows the field can. Treat the output as scaffolding. The durable habit is what follows: read the picked sentences, close them, and say the passage back in your own words. If you cannot, the summary was the wrong size, not the wrong sentences.