Design e Frontend

Build, manage, and search spectral libraries for proteomics. Use when creating or working with spectral libraries for DIA analysis. Covers DDA-based library generation, predicted libraries (Prosit, DeepLC), and library formats.

When the user wants to create, optimize, or audit resources page or content hub. Also use when the user mentions "resources page," "resource center," "content hub," "learning center," "resource library," "downloads," "templates," "guides," or "resource hub." For content hub planning, use content-strategy.

Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow. For hardware-specific optimizations use qiskit (IBM) or cirq

Build and analyze pangenomes for prokaryotes (Panaroo, PPanGGOLiN, PEPPAN, GET_HOMOLOGUES, anvi'o pangenomics) and eukaryotes (Minigraph-Cactus, PGGB, vg pangenome graphs). Implement Tettelin core/accessory/cloud genome decomposition (Tettelin 2005), Heap's law open/closed pangenome modeling, gene presence/absence GWAS (Scoary, pyseer), pangenome graph variant calling (vg, PanGenie), and structura

Read, create, edit, split, merge, rotate, watermark, fill, encrypt/decrypt, OCR, or extract text/tables/images from PDF files; use whenever .pdf is mentioned or requested.

Utilize para construir páginas de screenshots da App Store, gerar screenshots de marketing exportáveis para aplicativos iOS ou criar geradores programáticos de screenshots com Next.js. É acionado por termos como app store, screenshots, ativos de marketing, html-to-image e phone mockup.

도메인 용어 사전(Ubiquitous Language) 생성 및 일관성 검증. 코드/스펙/대화에서 용어 추출, 동의어/모호어/과부하 탐지, 영-한 매핑, 규범 용어 제안. /domain-dictionary 또는 "도메인사전", "용어사전", "도메인 용어" 트리거. zephermine에서 자동 호출됨.

Esta é a principal ferramenta Python para mais de 40 serviços de bioinformática, ideal para fluxos de trabalho multi-banco de dados como UniProt, KEGG e PubChem. Oferece uma API unificada para consultas, mapeamento de IDs e análise de vias, com controle REST direto disponível através de skills de banco de dados individuais.

Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow. For hardware-specific optimizations use qiskit (IBM) or cirq

Map and optimize decision moments across Awareness, Consideration, Conversion, and Retention, then attach specific assets, visuals, and automations to each stage. Use when designing funnels, campaigns, or retention systems.

Cell-free DNA analysis pipeline from plasma sequencing to tumor monitoring. Preprocesses cfDNA reads, analyzes fragment patterns, estimates tumor fraction from sWGS, and optionally detects mutations from targeted panels. Use when analyzing liquid biopsy samples for cancer detection or monitoring.

Domine o gerenciamento de estado moderno do Angular com Signals, NgRx e RxJS. Utilize ao configurar estado global, gerenciar stores de componentes, escolher entre soluções de estado ou migrar de padrões legados.