Data Science & ML Claude 스킬

Zotero RAG Library Search

Powers semantic search and contextual retrieval across local libraries of academic papers and markdown documents.

Quantitative Sociology Findings Writer

Drafts publication-ready Results sections for quantitative sociology research based on established academic patterns.

Systematic Literature Search

Automates systematic literature reviews for sociology and academic research using the OpenAlex API and structured screening workflows.

Academic Reading Agent

Automates the creation of structured markdown reading notes from academic PDFs and EPUBs for sociology and social science research.

Stata Statistical Analyst

Conducts rigorous, publication-ready statistical analysis in Stata for sociology and social science research.

Qualitative Sociology Findings Writer

Drafts publication-ready methods and findings sections for qualitative research using advanced evidence presentation strategies.

Sociology Text Analyst

Conducts systematic computational text analysis for sociology research using R or Python with a focus on validation and reproducibility.

R Statistical Analyst for Sociology

Conducts publication-ready quantitative sociological research using phased R workflows and rigorous econometric methods.

Sociology Prompt Optimizer

Optimizes LLM prompts for high-accuracy text classification through a systematic, evaluation-driven workflow.

Phylogenomics Workflow Generator

Automates the generation of scheduler-aware phylogenomic workflows from genome assemblies using single-copy orthologs.

Scientific Data Extractor

Extracts and validates structured data from scientific PDF collections for systematic reviews and meta-analyses.

Senior Prompt Engineering

Optimizes LLM performance through advanced prompt design, agentic system architecture, and rigorous evaluation frameworks.

MLX LM Integration

Simplifies running, converting, and serving Large Language Models on Apple Silicon using the MLX framework.

KBase Data Lakehouse Query

Enables natural language querying and exploration of biological and microbiome data within the KBase/BERDL Data Lakehouse.

Context Retrieval for AI Memory

Retrieves relevant past episodes and patterns from episodic memory to inform AI decision-making and task execution.

BioServices Bioinformatics

Accesses and integrates data from over 40 bioinformatics web services and databases using a unified Python API.

PyDESeq2 RNA-Seq Analysis

Performs differential gene expression analysis on bulk RNA-seq data using the Python implementation of DESeq2.

Astropy for Astronomy

Provides comprehensive Python tools for astronomical data analysis, including celestial coordinates, physical units, and FITS file manipulation.

Google Gemini Integration

Integrates Google Gemini's advanced coding models into Claude Code for high-context refactoring, deep analysis, and automated file editing.

HMDB Scientific Database

Accesses the Human Metabolome Database to retrieve chemical properties, clinical biomarkers, and spectral data for metabolomics research.

BioGeoBEARS Biogeographic Analysis

Sets up and executes probabilistic inference of ancestral geographic ranges on phylogenetic trees using BioGeoBEARS in R.

Hypogenic Hypothesis Generation

Automates scientific hypothesis generation and testing by combining observational data with literature insights using large language models.

RDKit Cheminformatics

Provides comprehensive tools for molecular analysis, chemical property calculation, and 3D structure generation within scientific research workflows.

Matchms Mass Spectrometry Analysis

Processes, filters, and analyzes mass spectrometry data for metabolomics research and chemical identification.

Transfer Learning Model Adapter

Automates the fine-tuning and adaptation of pre-trained machine learning models for custom datasets and specialized tasks.

Regression Analysis & Modeling

Performs advanced regression analysis and predictive modeling to identify variable relationships and forecast data trends using automated statistical tools.

Regression Analysis Tool

Performs advanced regression analysis and predictive modeling to identify trends and relationships within datasets.

Data Commons Client

Accesses and analyzes global public statistical data from authoritative sources via the Data Commons knowledge graph.

Sentiment Analysis & Opinion Mining

Analyzes text data to identify emotional tone, classifying content as positive, negative, or neutral for actionable insights.

NLP Text Analyzer

Analyzes textual data to perform sentiment analysis, keyword extraction, and topic modeling using advanced natural language processing.