Data Science & ML Claude 技能

Denario Scientific Research Automation

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

Benchling Integration

Integrates Claude with the Benchling R&D platform to automate life sciences data management, laboratory inventory, and electronic notebook entries.

Aeon Time Series ML

Provides a comprehensive suite of specialized algorithms for time series machine learning including classification, forecasting, and anomaly detection.

Twelve Data Financial API

Integrates comprehensive financial market data for stocks, forex, crypto, and technical indicators into the Claude environment.

Twelve Data Financial API

Integrates Twelve Data for real-time and historical financial market data across stocks, forex, crypto, and technical indicators.

ClinicalTrials.gov Explorer

Accesses and queries the ClinicalTrials.gov API v2 to retrieve comprehensive data on global clinical studies.

Benchling R&D Integration

Connects Claude to the Benchling life sciences platform to automate R&D data management, registry updates, and laboratory workflows.

LatchBio Integration

Builds, deploys, and manages serverless bioinformatics workflows using the Latch SDK and cloud infrastructure.

deepTools Bioinformatics Suite

Processes and visualizes high-throughput sequencing data for genomics research and quality control.

COSMIC Cancer Database Access

Accesses and manages the COSMIC somatic mutation database for cancer research and precision oncology workflows.

AgentDB Vector Search

Implements high-performance semantic vector search and document retrieval using AgentDB's ultra-fast HNSW indexing and quantization.

Triad Interleave Schedule Generator

Generates balanced, deterministic execution schedules by interleaving three color streams using GF(3) mathematical conservation.

xAI Grok Model Selection Guide

Provides comprehensive guidance and technical specifications for selecting and optimizing xAI Grok models within developer workflows.

Claude Opus 4.5 Expert Guide

Provides comprehensive guidance on leveraging Claude Opus 4.5, including reasoning control via the effort parameter and performance optimization.

ClinicalTrials.gov Research Assistant

Queries and analyzes the ClinicalTrials.gov database to retrieve comprehensive trial data, patient matching information, and drug intervention research.

Financial Modeling Suite

Constructs advanced investment models and risk assessment simulations using industry-standard DCF, Monte Carlo, and sensitivity analysis methodologies.

Amazon Bedrock Model Customization

Customizes and optimizes Amazon Bedrock foundation models through fine-tuning, continued pre-training, reinforcement learning, and model distillation.

DNAnexus Integration

Streamlines the development and management of genomics pipelines on the DNAnexus cloud platform.

Agent Memory System

Implements a multi-layered persistent memory architecture that enables AI agents to learn from experience and retain knowledge across sessions.

Advanced LLM Evaluation

Implements production-grade LLM-as-a-Judge techniques for evaluating AI outputs through rigorous scoring, pairwise comparisons, and bias mitigation.

Benchling R&D Integration

Integrates Benchling’s life sciences platform with Claude to automate laboratory workflows, manage biological registry entities, and sync inventory data via API.

BlockRun AI Micropayments

Empowers Claude with image generation, real-time social data, and multi-model routing using autonomous micropayments.

Benchling R&D Integration

Automates Benchling lab data management, registry entities, inventory tracking, and electronic lab notebook workflows using the Python SDK.

COSMIC Cancer Database

Accesses the COSMIC database to retrieve somatic mutations, cancer gene data, and mutational signatures for oncology research.

Alpha Vantage Financial Data

Integrates Alpha Vantage APIs to fetch real-time and historical market data, technical indicators, and financial fundamentals.

Financial Statement Analysis

Automates the calculation and interpretation of key financial ratios from corporate financial statements to streamline investment analysis.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench REST API to query metabolite data, standardized nomenclature, and experimental research studies.

Financial Statement Analysis

Calculates and interprets key financial ratios and metrics from financial data to evaluate company performance and valuation.

Math Calculator

Performs fast and precise arithmetic calculations using a dedicated Python-based evaluation engine.

Financial Statement Analysis

Analyzes financial statements to calculate essential performance ratios and provide investment insights for business evaluation.