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TanStack Router best practices for type-safe routing, file-based routing, data loading, search params, and navigation in React. Use when building React SPAs with complex routing, implementing type-safe search params, setting up route loaders, integrating with TanStack Query, or configuring code splitting and preloading.
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Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
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Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested routing. Triggers on route configuration, adding authentication guards, implementing lazy loading, or reading route parameters with signals.
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This skill interprets the oral sodium loading test for primary aldosteronism by evaluating 24‑hour urinary aldosterone excretion after a high‑sodium diet. Use when reviewing results of an "oral sodium loading test" for PA diagnosis; trigger phrases include "urinary aldosterone excretion ≤10 g/24 h" (PA unlikely) or "≥12 g/24 h (Mayo) / ≥14 g/24 h (Cleveland)" (PA highly likely).
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Detect DLL side-loading attacks where adversaries place malicious DLLs alongside legitimate applications to hijack execution flow for defense evasion.
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Detect missing loading/error/empty state handling that could trap users in spinners or disabled states.
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Detect DLL side-loading attacks where adversaries place malicious DLLs alongside legitimate applications to hijack execution flow for defense evasion.
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Patterns for loading PDE simulation datasets (PDEBench, PhiFlow, JAX-CFD) from HDF5 files. Handles layout detection (single tensor vs separate variables), spatial/temporal downsampling, multi-variable systems, HuggingFace and DaRUS data sources, and efficient PyTorch DataLoader creation. Use when preparing PDE data for neural operator training.
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Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
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PSR-4 autoloading standard knowledge base for PHP 8.5 projects. Provides quick reference for namespace-to-path mapping, composer.json configuration, directory structure, and common mistakes. Use for autoloading audits and project structure reviews.
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Detect DLL side-loading attacks where adversaries place malicious DLLs alongside legitimate applications to hijack execution flow for defense evasion.
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Standardizes UX states for data fetching flows (loading, error, empty, success) and complex multi-view UI patterns. Provides state machine approach recommendations, loading skeletons, error boundaries, and empty state components. Use when implementing "loading states", "error handling", "empty states", or "state machines".
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Guide Swift 6.2 migration and concurrency design using MainActor, which keeps related work on the main actor. Address data-race compiler errors, protocol conformance, and explicit background execution for heavy computations through @concurrent.
Schedule and publish social posts across multiple platforms through SocialClaw. Upload media, prepare campaign schedules, validate them before publishing, and check delivery status using connected accounts and a single workspace API key.
Build or review Ruby on Rails applications by separating business operations, forms, and database queries into focused objects. Covers efficient data loading, background jobs, reusable view components, Hotwire interactions, and Rails 8 database-backed services.
Refine interface appearance and interactions by reviewing spacing, typography, rounded corners, shadows, animation, and clickable areas. Get concrete before-and-after recommendations for buttons, cards, forms, and other components, including hover, focus, and loading states.
Implement asynchronous work and changing data streams in Android and Kotlin Multiplatform apps using Kotlin Coroutines and Flow. Apply patterns for parallel loading, UI state updates, cancellation, error handling, and tests that check emitted values.
Helps design ClickHouse tables, write analytical queries, and improve slow queries. Covers loading data in batches, preparing reusable summaries, and monitoring performance for large datasets, real-time dashboards, and time-series analysis.
Configure Hermes to run AI models through Actual Computer on your own hardware. Set up either the hosted relay or a local connection, select models, verify responses, and troubleshoot request errors or empty output.
Create diagrams and wireframes in an open tldraw offline canvas through its local API. Add embedded JavaScript for interactive buttons, reactive shapes, and animations that remain part of the document after reloading.
Build responsive interfaces that follow an existing design system and support accessible interaction. Covers component structure, state management, keyboard controls, and loading, empty, and error states, with checks across screen sizes and assistive tools.
Build a mobile login prototype as a standalone HTML file. Choose phone and SMS verification, password login, or external account sign-in, with labeled inputs, password visibility controls, and clear loading and error states.
Manage how context, the text supplied to an AI, is compressed with RTK filters. Preview compression on real prompts, validate and install filter files, and inspect filter loading diagnostics.
Audit JavaScript page redirects, confirm their impact on loading time with performance measurements, and identify where server-side 301 or 302 redirects can replace them. Get specific findings and an explanation of loading and search indexing concerns.