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Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches principles and constraints, not fixed layouts. Use for React Native, Flutter, or native mobile apps.

AI-powered adeno-associated virus (AAV) vector design for gene therapy including capsid engineering, promoter selection, and tropism optimization.

Fluxo de trabalho de script Bash para criar scripts shell prontos para produção com padrões defensivos, tratamento de erros e testes.

Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.

Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant directionality. Use when validating MR results, detecting pleiotropic instruments, or running sensitivity analyses for causal inference.

Query FDA drug labels (DailyMed) via REST API. Search structured product labels (SPLs) by name, NDC, set ID, or RxCUI; get indications, dosage, warnings, adverse reactions, packaging. No auth. For adverse events use fda-database; for DDIs use ddinter-database.

Crisis communication and rapid response workflows for journalists and communications professionals. Use when covering breaking news events, managing organizational communications during crises, coordinating rapid fact-checking efforts, or developing crisis response plans. Essential for newsrooms, PR teams, and anyone who needs to communicate accurately under time pressure.

REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.

Translate visa application documents (images) to English and create a bilingual PDF with original and translation

Gera filogenias a partir de montagens de genomas usando ortólogos de cópia única baseados em BUSCO/compleasm, com geração de fluxo de trabalho ciente do agendador.

Processa arquivos de vídeo, extraindo áudio, convertendo formatos (mp4, webm) e transcrevendo com Whisper. Utilize esta skill para conversão de vídeo, extração de áudio ou transcrição Whisper.

Load tests API endpoints with progressive concurrency. Measures response times, error rates, throughput, and identifies breaking points. Generates a detailed report with latency percentiles, throughput curves, bottleneck analysis, and optimization recommendations.