Dados e Análise

Search the PRIDE Archive v3 REST API for proteomics datasets: discover projects by keyword + faceted filters (organism, instrument, disease, software), fetch project metadata, list and download RAW/PEAK/RESULT/FASTA files (with FTP/Aspera URLs), look up which projects mention a UniProt accession, and find similar projects. PRIDE v3 no longer exposes peptide/PSM-level identification endpoints — for

Acesse mais de 200 milhões de estruturas de proteínas previstas por IA do AlphaFold. Recupere-as por ID UniProt, baixe arquivos PDB/mmCIF e analise métricas de confiança (pLDDT, PAE) para descoberta de medicamentos e biologia estrutural.

Generate and interpret quality reports from FASTQ files using FastQC and MultiQC. Assess per-base quality, adapter content, GC bias, duplication levels, and overrepresented sequences. Use when performing initial QC on raw sequencing data or validating preprocessing results.

Deep learning-based variant calling with Google DeepVariant. Provides high accuracy for germline SNPs and indels from Illumina, PacBio, and ONT data. Use when calling variants with DeepVariant deep learning caller or when highest germline calling accuracy is required.

Ensure HIPAA compliance when handling PHI (Protected Health Information). Use when writing code that accesses user health data, check-ins, journal entries, or any sensitive information. Activates

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.

Meta-módulo Nuxt SEO com robots, sitemap, og-image, schema-org. Utilize ao configurar SEO, gerar sitemaps, criar imagens OG ou adicionar dados estruturados.

Use quando o usuário precisar de recursos que Claude não possui (gerar imagens, dados em tempo real do X/Twitter) ou solicitar explicitamente modelos externos (blockrun, use grok, use gpt, dall-e, deepseek).

Preprocess small RNA sequencing data with adapter trimming and size selection optimized for miRNA, piRNA, and other small RNAs. Use when preparing small RNA-seq reads for downstream quantification or discovery analysis.

Skill de Verificação de Migração Flyway - Valida arquivos de migração, verifica conflitos de número de versão, conformidade com convenções de nomenclatura e sintaxe SQL. Também verifica conflitos com a branch principal para garantir a qualidade da migração.

API key for MaxHub data APIs. Get one at https://www.aconfig.cn

Profile functional potential of metagenomes using HUMAnN3 and similar tools. Use when obtaining pathway abundances, gene family counts, or functional annotations from metagenomic data.