Data Science & ML Claudeスキル

Ensembl Genome Database Integration

Queries and analyzes genomic data from the Ensembl REST API for gene lookups, sequence retrieval, and variant analysis.

Nixtla Baseline Review

Analyzes and interprets time-series forecasting metrics from Nixtla baseline models to optimize model selection and performance.

NLP Text Analyzer

Performs advanced natural language processing tasks including sentiment analysis, keyword extraction, and topic modeling to derive insights from textual data.

NGS Data Analysis (deepTools)

Performs comprehensive next-generation sequencing (NGS) data processing, quality control, and visualization for genomic experiments.

Nixtla Event Impact Modeler

Quantifies the causal impact of external events on contract prices using TimeGPT forecasting and Bayesian structural time-series analysis.

Nixtla Usage & Cost Optimizer

Analyzes Nixtla library usage to optimize forecasting costs through intelligent model routing and ROI assessments.

Nixtla Skills Index

Catalogues and recommends installed Nixtla forecasting skills for efficient time-series analysis workflows.

Denario Research Assistant

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

Clustering Algorithm Runner

Executes and optimizes machine learning clustering algorithms to discover hidden patterns and segments within complex datasets.

Nixtla Schema Mapper

Transforms diverse data sources into Nixtla-compatible formats by automating column inference and Python code generation.

Nixtla Correlation Mapper

Analyzes multi-asset price correlations to generate data-driven hedging strategies and portfolio risk reports.

COSMIC Cancer Database

Access and query the world's most comprehensive database of somatic mutations and genomic data for cancer research and precision oncology.

Denario Research Assistant

Automates the entire scientific research lifecycle from data analysis and hypothesis generation to producing publication-ready LaTeX manuscripts.

Nixtla Liquidity Forecaster

Predicts market orderbook depth and bid-ask spreads to optimize trade execution timing using Nixtla TimeGPT and historical market data.

Nixtla TimeGPT Fine-Tuning Lab

Streamlines the fine-tuning of Nixtla TimeGPT models on custom datasets for high-precision, domain-specific forecasting.

Liquidity Forecaster

Forecasts market liquidity and orderbook depth using TimeGPT to optimize trade execution timing.

Nixtla Production Pipeline Generator

Automates the transformation of forecasting experiments into production-ready inference pipelines using Airflow, Prefect, or cron orchestration.

AI Ethics Validator

Analyzes AI models and datasets to identify biases, evaluate fairness metrics, and provide ethical validation reports.

LLM Prompt Optimizer

Optimizes LLM prompts to reduce token consumption, lower API costs, and improve response quality through automated prompt engineering.

BioRxiv Database Search

Searches, retrieves metadata, and downloads preprints from the bioRxiv life sciences repository via Python-based tools.

Data Pipeline Architecture

Implements robust ETL/ELT architectures with advanced orchestration patterns and automated data quality checks.

Excel DCF Modeler

Builds professional-grade discounted cash flow (DCF) valuation models in Excel with automated financial projections and sensitivity analysis.

QuTiP Quantum Simulation

Simulates and analyzes quantum mechanical systems using the Quantum Toolbox in Python (QuTiP).

Data Python Patterns

Implements high-performance data processing pipelines using pandas, polars, and PySpark best practices.

AnnData Scientific Data Management

Manages annotated data matrices and single-cell genomics datasets using the AnnData framework in Python.

BioRxiv Database Search

Searches and retrieves life sciences preprints from bioRxiv using advanced filters and automated PDF downloading.

Nixtla Anomaly Detector

Detects outliers, level shifts, and trend breaks in time series data using TimeGPT's zero-shot capabilities.

DNAnexus Integration

Automates the development of genomics applications and manages data workflows on the DNAnexus cloud platform.

LatchBio Integration

Builds and deploys serverless bioinformatics pipelines using the Latch SDK and cloud infrastructure.

Nixtla Baseline Review

Analyzes and interprets Nixtla time-series forecasting benchmarks to provide data-driven model recommendations and metric insights.