Data Science & ML Claudeスキル
data science & ml向けのClaudeスキルを発見してください。61個のスキルを閲覧し、AIワークフローに最適な機能を見つけましょう。
Scientific Exploratory Data Analysis
Performs comprehensive exploratory data analysis and generates detailed reports for over 200 scientific file formats.
Open Targets Database
Queries the Open Targets Platform to identify and prioritize therapeutic drug targets using genetic, omic, and clinical evidence.
GWAS Database (NHGRI-EBI)
Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, study metadata, and polygenic risk score data.
Scientific Critical Thinking
Evaluates scientific research rigor, methodology, and statistical validity using evidence-based frameworks like GRADE and Cochrane.
Ensembl Genomic Database Integration
Accesses and queries the Ensembl REST API for genomic research, gene annotation, and variant analysis across 250+ species.
ZINC Scientific Database
Accesses over 230 million purchasable compounds for virtual screening, drug discovery, and cheminformatics research.
Scientific Hypothesis Generation
Generates testable scientific hypotheses and detailed experimental designs based on observations and literature evidence.
Scientific Visualization
Generates journal-ready scientific figures and multi-panel layouts following publication-quality standards.
Scientific Peer Review & Critical Evaluation
Conducts systematic, rigorous reviews of scientific manuscripts and grant proposals by evaluating methodology, statistics, and reporting standards.
Opentrons Lab Automation
Automates laboratory workflows by writing and simulating Opentrons Python Protocol API v2 for Flex and OT-2 robots.
HMDB Scientific Database
Provides comprehensive access to the Human Metabolome Database for metabolite identification, chemical analysis, and biomarker discovery.
CZ CELLxGENE Census Genomics
Accesses and analyzes over 61 million standardized single-cell genomics records from the CZ CELLxGENE Discover census.
PyLabRobot Laboratory Automation
Automates laboratory equipment and workflows using a hardware-agnostic Python interface for liquid handlers, plate readers, and more.
KEGG Database Explorer
Accesses the KEGG REST API to perform biological pathway analysis, gene mapping, and molecular interaction research.
MarkItDown File Converter
Converts diverse file formats including PDF, Word, and Excel into token-efficient Markdown for seamless LLM processing.
USPTO Intellectual Property Database
Accesses and analyzes comprehensive USPTO patent and trademark data for intellectual property research and prior art discovery.
Transformers for Claude Code
Integrates Hugging Face Transformers to load, fine-tune, and run inference on thousands of pre-trained AI models across multiple modalities.
ClinVar Database Assistant
Queries the NCBI ClinVar database to retrieve, interpret, and process human genetic variant clinical significance data.
PDB Database Explorer
Accesses and analyzes 3D protein and nucleic acid structures from the RCSB Protein Data Bank for structural biology and drug discovery.
NCBI Gene Database Skill
Queries the NCBI Gene database to retrieve comprehensive genetic information, sequences, and functional annotations for biological research.
Biomni Biomedical Research
Executes complex biomedical research tasks across genomics, drug discovery, and clinical analysis using autonomous AI reasoning.
Research Information Lookup
Researches academic literature, technical documentation, and scientific data with automatic model selection and citation support.
Scientific Critical Thinking
Evaluates research rigor, methodology, and statistical validity using standardized frameworks like GRADE and Cochrane ROB.
Scholar Evaluation
Evaluates scholarly research papers and proposals using the peer-reviewed ScholarEval framework to ensure scientific rigor and publication readiness.
Scientific Tool Universe
Accesses and orchestrates over 600 scientific tools and databases for bioinformatics, drug discovery, and life sciences research workflows.
Agent Council
Aggregates and synthesizes diverse perspectives from multiple AI agents to provide a consensus-driven answer to complex queries.
AI Agent Council
Aggregates and synthesizes perspectives from multiple AI agents to provide comprehensive, consensus-driven answers to complex queries.
Senior ML Engineer
Productionizes machine learning models and builds scalable MLOps systems using industry-leading frameworks and best practices.
Senior Prompt Engineer
Optimizes LLM performance and designs production-grade agentic systems using advanced prompt engineering patterns and evaluation frameworks.
Senior Data Scientist
Provides expert guidance on statistical modeling, causal inference, and production-grade machine learning systems to drive data-driven decision-making.
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