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UpdatedJuly 8, 2026 at 19:51

Use when a Shiny for Python (py-shiny) app needs to save and restore its state - shareable URLs that reproduce the current inputs, restoring state after a page refresh, persisting session state to the server, excluding inputs from saved state, or when tempted to hand-roll query-string parsing or a custom persistence layer to remember input values.

Installation

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SKILL.md
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