Frontend

Configuring Lazy Prefetch tunes Jetpack Compose lazy-layout cache windows and nested prefetch for heavy scrolling. Use it when dropped frames come from composition work, especially with LazyLayoutCacheWindow or inner lazy layouts.

Migrating To Modifier Node helps you author custom Jetpack Compose modifiers and migrate legacy `Modifier.composed { }` factories to `Modifier.Node` and `ModifierNodeElement<T>`. Use it for node lifecycle, specialized node interfaces, and manual invalidation in custom modifier code.

Optimizing Lazy Layouts fixes scroll jank, lost item state, and broken animateItem() behavior in Compose lazy lists and grids. Use it to add stable keys, contentType, and hoist per-item allocations in mixed feeds.

Ordering Modifier Chains helps diagnose Jetpack Compose bugs caused by modifier order, such as wrong background paint, hit areas, clipping, or measurement. It also explains when not to hoist a Modifier chain with remember for performance.

Stabilizing Compose Types helps fix unstable Jetpack Compose parameters after a stability diagnosis identifies them. It covers structural rewrites, @Immutable/@Stable, immutable collections, and stability configuration files for third-party or Java types.

Understanding Hot Reload Limits explains which Kotlin and Compose edits HotSwan can hot-reload and which changes force a rebuild under ART schema rules. Use it when a change did not reload, before a refactor, or when planning edits to stay on the fast path.

Using Efficient Effects helps choose the cheapest correct Jetpack Compose effect API for a given job. It covers LaunchedEffect, DisposableEffect, SideEffect, rememberUpdatedState, RememberedEffect, and ViewModelStoreScope when effects restart, leak, or capture stale callbacks.

Image Generation creates or edits raster images for tasks like photos, illustrations, mockups, textures, sprites, and transparent cutouts. Use it when you need a bitmap asset rather than code, SVG, or other native design output.

Mira Tan Perspective gives a fictional design-crit lens for reviewing flows. Use it to audit friction, identify the one job, and decide what to cut before adding more.

AI Slop Rubric defines observable signs of generic or poorly grounded interface design, with severity levels, evidence needs, and repair actions. Use it to review marketing sites, product pages, dashboards, portfolios, and e-commerce layouts.

Frontend Design creates distinctive, production-grade web interfaces with accessible markup and strong visual craft. Use it when building or beautifying pages, components, dashboards, landing pages, or React and HTML/CSS UI.

Anti-Slop Frontend provides a mechanical checklist for spotting common AI-generated frontend tells like purple glows, Inter everywhere, em-dashes, fake screenshots, and generic filler data. Use it when reviewing React, Tailwind, or HTML UI for signs of templated output.