Toolkit visual · Context
Document vs context calculator
Estimate whether a document fits and how much context remains for output and history.
Change a value: the visual updates immediately.
How to use it
Turn the assumption into something visible.
Pages → words → tokens is an approximation. Use it to decide whether to try long context or design retrieval.
① Deterministic formula② Reactive visual③ Local processing④ Exportable