Explorar Todas las Habilidades de Claude

Molfeat Molecular Featurization

2,188

Converts chemical structures into high-dimensional numerical representations for molecular machine learning and QSAR modeling.

HMDB Scientific Database Access

2,188

Accesses the Human Metabolome Database (HMDB) to retrieve comprehensive data on small molecule metabolites, clinical biomarkers, and biochemical pathways.

Ensembl Genome Database Integration

2,188

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

Flow Cytometry Data Processor

2,188

Parses and manipulates Flow Cytometry Standard (FCS) files, converting biological data into NumPy arrays and CSV formats for scientific analysis.

Scanpy Single-Cell Analysis

2,188

Performs comprehensive single-cell RNA-seq analysis workflows including quality control, normalization, clustering, and cell-type annotation.

ENA Database Integration

2,188

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

PDF Processing & Automation

2,188

Manipulates PDF documents by extracting text and tables, merging or splitting files, and generating new documents programmatically.

Pymatgen Materials Science

2,188

Enables advanced materials science research through crystal structure manipulation, thermodynamic analysis, and Materials Project database integration.

Neuropixels Neural Analysis

2,188

Streamlines high-density neural recording analysis, spike sorting, and quality metric computation for Neuropixels electrophysiology data.

Metabolomics Workbench Database

2,188

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

Cirq Quantum Computing

2,066

Designs, simulates, and executes quantum circuits across diverse hardware backends and simulators using Google's open-source framework.

NeuroKit2

2,066

Processes and analyzes physiological signals like ECG, EEG, and EDA to extract research-grade biometrics and psychophysiological insights.

OpenAlex Database

2,066

Queries and analyzes millions of scholarly works, authors, and institutions using the OpenAlex API to facilitate comprehensive bibliometric research.

Literature Review

2,066

Conducts systematic, comprehensive literature reviews across multiple academic databases with verified citations and publication-quality visual schematics.

Generate Image

2,066

Generates and edits high-quality photorealistic images, artistic illustrations, and visual concept art using advanced AI models like FLUX and Gemini.

Denario Scientific Research

2,066

Automates the end-to-end scientific research lifecycle from data-driven hypothesis generation to the production of publication-ready LaTeX manuscripts.

Histolab

2,066

Processes digital pathology whole slide images (WSI) through automated tissue detection, tile extraction, and specialized image preprocessing.

Stable Baselines3

2,066

Implements reinforcement learning workflows including agent training, custom environment design, and parallelized experimentation using the Stable Baselines3 library.

Perplexity Search

2,066

Performs AI-powered web searches with real-time information and source citations to access data beyond the model's knowledge cutoff.

SimPy Simulation

2,066

Models complex discrete-event systems where entities interact with shared resources over time using process-based Python simulations.

PathML Computational Pathology

2,066

Analyzes whole-slide pathology images and multiparametric imaging data using advanced machine learning, spatial graph construction, and automated preprocessing pipelines.

PyHealth Healthcare AI

2,066

Develops, tests, and deploys healthcare-specific machine learning models using clinical data, medical coding systems, and physiological signals.

PufferLib RL

2,066

Accelerates reinforcement learning workflows through high-performance training, optimized environment vectorization, and seamless multi-agent integration.

Protocols.io Integration

2,066

Manages scientific protocols and lab workflows through direct integration with the protocols.io API.

DrugBank Database

2,066

Accesses and analyzes comprehensive pharmaceutical data from DrugBank including molecular structures, drug interactions, targets, and pharmacological properties.

Paper to Web & Media

2,066

Transforms academic papers from LaTeX or PDF sources into interactive websites, presentation videos, and professional conference posters.

Scikit Survival

2,066

Performs advanced survival analysis and time-to-event modeling in Python using specialized machine learning techniques for censored data.

SHAP Model Interpretability

2,066

Explains machine learning model predictions and feature importance using Shapley values for improved transparency and debugging.

Transformers

2,066

Implements, fine-tunes, and deploys pre-trained transformer models for natural language processing, computer vision, and audio tasks.

Exploratory Data Analysis

2,066

Conducts automated exploratory data analysis on over 200 scientific file formats to extract metadata, assess quality, and generate comprehensive documentation reports.