Dados e Análise

Orders and orients assembled contigs into chromosome-scale scaffolds from long-range linking data, inserting N-gap spacers (adds no sequence). Covers Hi-C/Omni-C scaffolding (YaHS, SALSA2, 3D-DNA/Juicer), Hi-C read-mapping prerequisites (map each end separately, no mate rescue, dedup, enzyme-aware), reading the contact map for misjoins/inversions/false-duplications, manual curation in Juicebox/Pre

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

Gerencie Organizações do MongoDB Atlas como recursos Azure ARM usando o SDK Azure.ResourceManager.MongoDBAtlas. Este SDK é utilizado para criar, atualizar, listar ou excluir organizações do MongoDB Atlas via integração com o Azure Marketplace, gerenciando o recurso da organização no lado do Azure, e não diretamente clusters/bancos de dados do Atlas.

Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.

Investor pitch deck structure with slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitch, demo day, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor pres

Construa aplicações de armazenamento de tabela com o Azure Tables SDK para Java. Utilize-o ao trabalhar com Azure Table Storage ou Cosmos DB Table API para dados NoSQL chave-valor, armazenamento sem esquema ou dados estruturados em escala.

Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calculating QC metrics, filtering cells and genes, normalizing counts, identifying highly variable genes, and scaling data. Use when filtering, normalizing, and selecting features in single-cell data.

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with

Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use when annotating variants with clinical and population data from multiple sources simultaneously.

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

Chave API para as APIs de dados da MaxHub. Obtenha uma em https://www.aconfig.cn

Generate professional markdown and HTML reports from data with charts, tables, and analysis.