浏览所有 Claude 技能

ENA Database Integration

Access and retrieve comprehensive nucleotide sequence data and metadata from the European Nucleotide Archive (ENA) for bioinformatics pipelines.

QuTiP Quantum Simulations

Simulates and analyzes quantum mechanical systems using the QuTiP toolbox for both closed and open system dynamics.

PyTorch Lightning

Streamlines deep learning development by organizing PyTorch code into scalable, boilerplate-free LightningModules and automated training workflows.

Statsmodels Statistical Analysis

Provides a comprehensive toolkit for rigorous statistical modeling, econometric analysis, and time-series forecasting within the Claude environment.

Scientific Data Visualization

Generates publication-ready scientific figures and multi-panel layouts using Matplotlib, Seaborn, and Plotly.

Scientific Slide Deck Generator

Generates visually stunning, research-backed scientific presentations and conference slides with automated image generation and citation management.

PyMC Bayesian Modeling

Builds, fits, and validates robust Bayesian models using PyMC's modern probabilistic programming interface.

GWAS Catalog Explorer

Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, study metadata, and genomic summary statistics.

Bioinformatics & Genomic Data (gget)

Provides unified, rapid access to over 20 genomic databases and bioinformatics analysis tools for DNA and protein research.

Modal Serverless Python

Runs Python code in the cloud with serverless containers, autoscaling GPUs, and minimal infrastructure management.

Clinical Decision Support

Generates professional, publication-ready clinical decision support documents and biomarker-stratified cohort analyses for pharmaceutical and clinical research.

Scientific Hypothesis Generation

Formulates testable, evidence-based scientific hypotheses and experimental designs from observations or literature synthesis.

Opentrons Lab Automation

Automates liquid handling and laboratory workflows using the Opentrons Protocol API v2 for Flex and OT-2 robots.

DNAnexus Integration

Streamlines biomedical data management and genomics workflow automation on the DNAnexus cloud platform.

ClinVar Genomic Analysis

Queries the NCBI ClinVar database to interpret genetic variant pathogenicity and annotate genomic data for research and medicine.

ETE Toolkit for Phylogenetics

Manipulates, analyzes, and visualizes phylogenetic and hierarchical trees for genomic research and evolutionary biology.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench to query over 4,200 studies, standardize metabolite nomenclature, and perform mass spectrometry searches.

Ensembl Genome Database Integration

Accesses and analyzes the Ensembl REST API for gene lookups, sequence retrieval, and advanced variant effect predictions in genomic research.

Scientific Brainstorming

Facilitates collaborative research ideation to generate hypotheses, challenge assumptions, and explore interdisciplinary connections for creative scientific problem-solving.

Clinical Report Writing

Generates regulatory-compliant clinical reports and medical documentation with integrated scientific visualizations.

FDA Regulatory Database Access

Access and analyze comprehensive FDA regulatory data, including drug safety, medical device clearances, and food recalls through the openFDA API.

PyTorch Geometric Graph Learning

Develops and trains Graph Neural Networks (GNNs) for node classification, link prediction, and geometric deep learning tasks.

RDKit Cheminformatics

Performs advanced molecular analysis, manipulation, and chemical informatics tasks using the RDKit toolkit.

NCBI Gene Database Explorer

Integrates NCBI Gene data access into Claude for querying sequences, functional annotations, and genomic metadata.

PyOpenMS Mass Spectrometry

Facilitates advanced mass spectrometry data analysis using the Python interface to the OpenMS library for proteomics and metabolomics.

TorchDrug Discovery ML

Simplifies graph-based machine learning for drug discovery, protein modeling, and molecular science using the TorchDrug framework.

Scientific Critical Thinking

Evaluates the rigor, methodology, and statistical validity of scientific research using established frameworks like GRADE and Cochrane.

BRENDA Enzyme Database

Accesses the world's most comprehensive enzyme database to retrieve kinetic parameters, reaction equations, and biochemical property data.

UMAP Machine Learning

Performs fast non-linear dimensionality reduction and manifold learning for data visualization and clustering preprocessing.

USPTO Patent & Trademark Database

Accesses USPTO APIs to perform comprehensive patent and trademark searches, retrieve examination histories, and analyze intellectual property data.