Dados e Análise

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization i

End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation. Use when detecting copy number alterations from sequencing data.

Assistente especializado para a API DexScreener, uma API pública gratuita e sem autenticação que fornece dados atuais de pares DEX em mais de 20 blockchains (Solana, Ethereum, Base, BSC, TON, etc.). Utilize-o para obter preço, volume, liquidez, capitalização de mercado de qualquer token, pesquisar, encontrar pares de negociação, verificar tendências e monitorar perfis de tokens.

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

Analisa arquivos ZIP de exportação do Apple Health para gerar um relatório HTML interativo com benchmarks ajustados por idade/sexo. Visualiza dados de saúde do Apple Watch/iPhone e responde a perguntas sobre métricas de longo prazo, com detecção automática de idioma.

Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. Essential for drug discovery, lead optimization, polypharmacology analysis, and structure-activity relationship (SAR) studies.

Methodology for exploratory data analysis on scientific files. Decision frameworks by data type (tabular, sequence, image, spectral, structural, omics), quality assessment, report generation, format detection across 200+ formats. Use when given a data file for initial exploration or to pick an analysis before a pipeline.

Preprocess CLIP-seq data including adapter trimming, UMI extraction, and PCR duplicate removal. Use when preparing raw CLIP, iCLIP, or eCLIP reads for peak calling.

Taxonomic classification of metagenomic reads using Kraken2. Fast k-mer based classification against RefSeq database. Use when performing initial taxonomic classification of shotgun metagenomic reads before abundance estimation with Bracken.

Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.

Offline-first architecture with local storage, sync, and conflict resolution. Use when adding offline support, data synchronization, local caching, or queue-based sync. Supports fully offline apps and online-first apps with offline fallback.

Parse/write FCS (Flow Cytometry) files v2.0-3.1. Events as NumPy, channel metadata, multi-dataset files, CSV/FCS export. Use FlowKit for gating/compensation.