Data Science & ML Habilidades de Claude

CZ CELLxGENE Census

Provides programmatic access to standardized single-cell genomics data for high-scale querying, analysis, and machine learning integration.

COBRApy Scientific Modeling

Performs constraint-based metabolic modeling and systems biology analysis using the COBRApy library.

Financial Model Creation

Generates advanced financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment valuation and risk assessment.

DocETL Data Pipelines

Builds and optimizes agentic LLM-powered data processing pipelines for unstructured document analysis and information extraction.

US Economic & Labor Data

Queries official U.S. Bureau of Labor Statistics data for insights into inflation, unemployment, wages, and economic indicators.

Data Quality Assessment

Evaluates and remediates tabular data quality issues using the high-performance qsv toolkit.

Reproducible Data Analysis

Generates an immutable, machine-readable audit trail of data operations to ensure end-to-end transparency and reproducibility.

GenAI Disclaimer & Attribution

Provides standardized disclaimer and attribution templates for AI-generated or AI-assisted data analysis outputs.

CSV Wrangling with qsv

Streamlines high-performance CSV data processing through a standardized workflow for cleaning, transforming, and analyzing large datasets.

qsv Performance Accelerator

Optimizes high-speed CSV data-wrangling by implementing indexing, stats caching, and high-performance engine selection for large datasets.

Distributed Training Debugger

Diagnoses and resolves distributed training issues like hangs, OOM errors, and NCCL communication failures in LLM reasoning frameworks.

Vidu AI Video Generator

Generates high-quality videos from text descriptions using the Vidu Q3 Pro model with support for custom resolutions and integrated audio.

Vizro Dashboard Builder

Builds and tests high-quality data visualization dashboards using the McKinsey Vizro low-code toolkit.

ComfyUI Image Generation

Integrates Claude with ComfyUI to automate high-efficiency image generation and editing via local API control.

Prediction Trade Journal

Automates the logging, tracking, and calibration of prediction market trades to improve trading performance and decision-making.

ComfyUI API & Image Generation

Integrates ComfyUI into Claude's workflow to automate high-efficiency image generation and editing via optimized API templates.

Linear Algebra Eigenvalues

Solves complex linear algebra problems by calculating characteristic polynomials, eigenvalues, and eigenvectors using Sympy and Z3 verification.

GitHub Copilot Provider

Integrates the GitHub Copilot CLI into your multi-LLM workflow to provide research perspectives using your existing subscription.

VC Market Intelligence

Performs rigorous TAM/SAM/SOM market sizing, competitive landscape mapping, and technical stack analysis for venture capital evaluation.

Foresight Intelligence: Soft Predict Future

Automates professional-grade strategic foresight and scenario planning using a rigorous 9-step analytical pipeline.

Hard Predict Future

Performs rigorous foresight analysis and scenario planning using a deterministic 12-step pipeline that combines Claude intelligence with Python arithmetic.

VC Financial Modeler & Startup Valuation

Executes deterministic financial models for startup valuation, SaaS health analysis, and runway projections directly within Claude Code.

ClawRouter

Optimizes AI inference spending by intelligently routing requests to the most cost-effective model across five major providers.

Gemini Web Integration

Generates text and images using the Gemini Web API to provide vision-capable AI features and multi-turn conversations within Claude Code.

Advanced Excel & Financial Modeling

Enables Claude to create, analyze, and format professional Excel spreadsheets and financial models with formula-preserving capabilities.

HMDB Scientific Database Access

Accesses the Human Metabolome Database (HMDB) to retrieve comprehensive data on small molecule metabolites, clinical biomarkers, and biochemical pathways.

COSMIC Cancer Database

Integrates the world's most comprehensive cancer mutation database into your research workflow to query somatic mutations, signatures, and gene census data.

STRING Protein Interaction Database

Analyzes protein-protein interaction networks and performs functional enrichment using the STRING database's 20 billion interactions.

ENA Database Integration

Access and retrieve comprehensive nucleotide sequence data and metadata from the European Nucleotide Archive (ENA) for bioinformatics pipelines.

Scikit-Learn Machine Learning

Implements comprehensive machine learning workflows using scikit-learn for classification, regression, clustering, and data preprocessing.