Data Science & ML Claude 技能

BioLM Protocol Creator

Generates valid BioLM Protocol YAML files for protein engineering and bioinformatics pipelines.

MLflow Integration Patterns

Implements professional MLflow patterns for experiment tracking, model registry management, and reproducible ML pipelines.

Data Labeling Patterns

Implements expert annotation pipeline designs, quality assurance protocols, and scalable labeling systems for machine learning workflows.

LLM Arena CLI

Runs the interactive LLM Arena in the terminal to compare AI model outputs with high-quality markdown rendering.

Lebanon Market Gap Analyzer

Analyzes Lebanese market gaps using Ridge Regression to recommend optimal locations for new business branches based on demographic and competitor data.

Find Similar: Cross-Domain Pattern Search

Identifies and verifies recurring structural patterns across diverse domains to validate novelty and discover universal insights.

Dialectic Spiral

Stress-tests research findings and syntheses through recursive adversarial testing to uncover hidden biases and overlooked evidence.

Source Omission Analysis

Analyzes information gaps and silences across multiple sources to reveal structural biases, funding influences, and hidden narrative frames.

Claude Agent SDK Skill

Enables developers to programmatically build, design, and orchestrate autonomous AI agents using the Claude Agent SDK.

Historical Data Integrity Validator

Audits historical data completeness and quality across date ranges to prevent downstream prediction corruption and feature degradation.

ML Feature Engineering

Generates and optimizes high-impact features from raw datasets to boost machine learning model performance.

Knowledge Synthesis

Synthesizes multi-source information into structured knowledge, generating comprehensive reports, summaries, and knowledge graphs with automated contradiction resolution.

Running Coach AI Index

Manages a centralized catalog of AI coaching skills, TypeScript contracts, and safety guardrails for the Run-Smart platform.

Context Optimization

Optimizes AI agent context through compression, masking, and strategic partitioning to maximize token efficiency and model performance.

AI Multimodal Processing

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

AI Context Engineering & Optimization

Optimizes LLM agent performance by managing token density, memory architectures, and context window efficiency.

Da Liu Ren Divination Logic

Powers traditional Chinese divination logic to provide structured decision-making signals based on classical Da Liu Ren texts.

Gemini Web AI & Image Generator

Integrates Google Gemini Web for high-quality image generation and persistent text conversations within Claude Code.

Bazi Chart Engine

Generates professional Bazi (Four Pillars of Destiny) charts with solar time correction and elemental analysis using Python.

AI Multimodal Processing

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

Google Agent Development Kit (ADK)

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

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.

Capability Evolver

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

Zi Ping Zhen Quan Bazi Analysis

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

Hotel Investment Analysis & Reporting

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

Data Analyst Expert

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

HTP Insight: AI Psychological Drawing Analysis

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

XLSX Spreadsheet Expert

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

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.

Audio Visualization with Songsee

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