Data Science & ML Claude 技能

Gemini AI CLI

Integrates Google's Gemini models directly into the terminal for one-shot Q&A, content generation, and text summarization.

Gemini CLI Integration

Integrates Google's Gemini AI directly into your workflow for one-shot Q&A, summaries, and automated content generation.

Audio Visualizer & Spectrogram Generator

Generates high-quality spectrograms and comprehensive audio feature visualizations directly from the command line.

Songsee Audio Visualization

Generates detailed spectrograms and multi-panel audio feature visualizations for technical analysis and documentation.

Songsee Audio Visualization

Generates high-quality audio spectrograms and multi-panel feature visualizations using the songsee CLI.

OpenAI Whisper Transcriber

Transcribes audio files into text or JSON using OpenAI's Whisper API via simple terminal commands.

OpenAI Whisper CLI

Enables high-accuracy local speech-to-text transcription and translation without requiring external API keys.

OpenAI Whisper CLI

Transcribes audio files into text and subtitles locally using OpenAI's Whisper models without requiring an API key.

OpenAI Whisper Local

Transcribes audio files into text locally using the OpenAI Whisper CLI without requiring an API key.

LangChain Core Workflow A

Builds production-ready LangChain chains and prompt templates using LangChain Expression Language (LCEL).

Reference Indexer & RAG Manager

Indexes and manages local documents like PDFs and Word files to enhance Claude's knowledge through Retrieval-Augmented Generation (RAG).

Scientific PDF Processing & Analysis

Automates PDF manipulation, data extraction, and document generation for scientific and programmatic workflows.

Adaptyv Protein Engineering

Automates protein testing and validation by connecting Claude to cloud-based wet-lab services and computational sequence optimization tools.

PyMC Bayesian Modeling

Builds and validates advanced Bayesian statistical models using PyMC and modern probabilistic programming techniques.

Multiplicity Pattern Generator

Generates complex, divergent artifacts and viral patterns designed to trigger irreversible shifts in perception and awareness.

Biopython Scientific Toolkit

Facilitates comprehensive computational molecular biology tasks including sequence manipulation, phylogenetic analysis, and programmatic database access.

Therapeutics Data Commons (PyTDC)

Provides AI-ready datasets and benchmarks for therapeutic machine learning and drug discovery tasks.

Git Safe Checkpoint

Automates secure, structured Git commits by enforcing guardrails against staging sensitive data, large datasets, and machine learning artifacts.

ML-Ralph PRD Converter

Converts Machine Learning Product Requirements Documents into structured JSON backlogs for iterative development and experimentation.

Financial Modeling Prep (FMP) API

Integrates comprehensive financial data for stock analysis, fundamental research, and institutional tracking.

Financial Modeling Prep (FMP) API

Integrates comprehensive financial data for stock quotes, fundamental analysis, SEC filings, and institutional tracking.