Data Science & ML Claude 技能

Paper Council

Transforms research papers and code repositories into high-quality, reusable AI skills through a multi-agent peer-review process.

OpenAI Whisper Transcription

Transcribes audio and video files locally using the OpenAI Whisper CLI without the need for an API key.

Modern R Development

Implements modern R programming practices, tidyverse patterns, and performance optimizations for data science workflows.

Neural Network Trainer

Executes and monitors neural network training runs using best-practice configurations and mandatory logging backends.

Prompt Engineering Frameworks

Applies systematic techniques and structured frameworks to optimize LLM instructions for maximum accuracy, consistency, and output quality.

Evolution Patterns

Applies biological adaptation principles to optimize complex systems through iterative variation, selection, and inheritance.

Base Rate Thinking Pattern

Anchors predictions and decision-making in statistical frequencies to avoid cognitive bias and improve estimation accuracy.

LLM Fine-Tuning Strategies

Provides comprehensive frameworks and best practices for adapting foundation models to specialized domains using full fine-tuning and parameter-efficient methods.

XLSX Spreadsheet Master

Automates the creation, editing, and analysis of professional Excel spreadsheets with advanced formula support and financial modeling standards.

Clustering Illusion Analyzer

Identifies and mitigates the tendency to see meaningful patterns in random data streaks or clusters.

Gemini CLI Integration

Enables high-performance one-shot Q&A, content generation, and summarization using Google's Gemini models directly through the command line.

Voice Magician TTS

Converts text into high-quality speech across 16 languages using advanced AI voice models.

Data Analyst Expert

Automates complex data processing, statistical analysis, and visual reporting using industry-standard Python libraries.

OpenAI Image Generator

Automates the batch generation of AI images using the OpenAI API with integrated gallery visualization.

HTP Insight - Psychological Drawing Analysis

Analyzes House-Tree-Person (HTP) drawings using AI vision to provide deep psychological insights and illustrated reports.

Da Liu Ren Logic Engine

Calculates traditional Chinese Da Liu Ren divination patterns and outputs structured decision signals in JSON format for automated life-decision systems.

City Hotel Investment Analysis

Generates professional hotel investment analysis reports and HTML presentations using real-time economic, tourism, and market data for Chinese cities.

Google ADK Python Agent Toolkit

Builds, evaluates, and deploys sophisticated multi-agent AI systems using Google's Agent Development Kit for Python.

AI Multimodal Processing

Integrates Google Gemini's advanced multimodal capabilities to analyze audio, video, images, and documents directly within Claude Code.

Audio Visualization with Songsee

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

Zi Ping Zhen Quan Bazi Analysis

Performs traditional Chinese Bazi pattern analysis and identifies favorable elements based on the classic Zi Ping Zhen Quan methodology.

XLSX Spreadsheet Expert

Creates, edits, and analyzes professional Excel spreadsheets with automated formula verification and industry-standard formatting.

HTP Insight: AI Psychological Drawing Analysis

Analyzes House-Tree-Person (HTP) drawings to generate detailed psychological insights and illustrated emotional reports.

Data Analyst Expert

Empowers Claude to perform sophisticated data processing, statistical analysis, and interactive visualization using industry-standard Python libraries.

Hotel Investment Analysis & Reporting

Generates comprehensive hotel investment reports and interactive HTML presentations for Chinese cities based on real-time market data.

Zi Ping Zhen Quan Bazi Analysis

Performs advanced Bazi pattern recognition and metaphysical analysis based on the classic Zi Ping Zhen Quan methodology.

Capability Evolver

Manages the structured growth of AI agent capabilities through systematic tree management and rigorous quality-locked evolutionary cycles.

Gemini CLI Integration

Enables one-shot interactions with Google's Gemini AI models directly from the command line for rapid Q&A and text generation.

Google Agent Development Kit (ADK)

Builds, evaluates, and deploys sophisticated multi-agent AI systems using Google's code-first Agent Development Kit.

AI Multimodal Processing

Integrates Google Gemini API to process, analyze, and generate audio, video, images, and complex documents within Claude.