Skill UI

Plotly is a Python library for creating interactive, publication-quality visualizations with over 40 chart types. Ideal for dashboards, exploratory analysis, and presentations requiring hover, zoom, and pan features. Supports both high-level Plotly Express and low-level Graph Objects APIs for flexible data representation.

Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Uses Python libraries like pandas and numpy for algorithmic trading and financial modeling tasks.

Direct REST API access to UniProt for protein searches, FASTA retrieval, ID mapping, and Swiss-Prot/TrEMBL annotations. Supports Python workflows with helper scripts.

Use gget CLI or Python package for fast bioinformatics searches across genomic reference databases, including gene metadata, sequences, BLAST/BLAT, enrichment, and reproducible evidence logging.