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[DYN-021] Adaptive collection navigation and filtering #250

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@veryCrunchy

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Acceptance criteria

  • Select among multiple discovered collections with an adaptive compact selector on phones and persistent navigation on larger windows.
  • Search loaded records without leaking queries across unrelated resource or scope identities.
  • Infer bounded low-cardinality filters from verified field semantics and avoid turning unique values into facets.
  • Support deterministic server order, ascending, and descending sorting.
  • Preserve parent scope and selected collection while navigating, filtering, and recovering from empty results.
  • Keep the implementation schema-driven with no app-ID branches.
  • Cover touch, keyboard, narrow phone, large phone, and desktop behavior with synthetic fixtures and visual QA.
  • Show loading, empty, no-results, cached-error, and retry states without raw IDs or contract labels.

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    area:dynamic-appsAdaptive contracts, semantic UI, and app integrationsneeds-designRequires interaction or visual design before completionplatform:androidAndroid-specific implementation or validationplatform:desktopDesktop-specific implementation or validationpriority:P0Required for a trustworthy mobile replacement or prevents data losstype:featureNew product capability

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