Explorar Todas las Habilidades de Claude

LaTeX Research Posters

Generates professional, publication-quality academic research posters using industry-standard LaTeX packages and automated scientific schematics.

FDA Database Access

Accesses and analyzes comprehensive FDA regulatory data for drugs, medical devices, and food safety through the openFDA API.

ClinicalTrials.gov Search & Analytics

Facilitates programmatic access to the ClinicalTrials.gov API v2 to search, filter, and export global clinical study data for research and patient matching.

UniProt Protein Database

Provides direct REST API access to UniProt for protein sequence retrieval, identifier mapping, and comprehensive functional annotation searches.

Scientific Critical Thinking

Evaluates the rigor of scientific research by analyzing methodology, statistical validity, and potential biases using standardized frameworks like GRADE and Cochrane.

Scientific Peer Review Toolkit

Conducts systematic, high-rigor peer reviews of scientific manuscripts and grant proposals across all major research disciplines.

Scholar Evaluation & Research Assessment

Evaluates research papers and scholarly work using the ScholarEval framework to provide structured quality assessments and actionable feedback.

Scientific Brainstorming

Facilitates collaborative research ideation and hypothesis generation for scientists and academic researchers.

Scikit-Learn ML Framework

Implements professional machine learning workflows in Python including classification, regression, clustering, and data preprocessing.

Scientific Slides

Generates visually engaging, research-backed slide decks and presentations for academic conferences, seminars, and thesis defenses.

Scientific Schematics & Diagrams

Generates publication-quality scientific diagrams and architectural schematics using AI-driven iterative refinement and quality auditing.

Excel & Data Analysis Toolkit

Creates, edits, and analyzes Excel spreadsheets with production-grade formulas, formatting, and scientific visualizations.

Research Grant Writing

Generates competitive research proposals for federal agencies including NSF, NIH, DOE, and DARPA with agency-specific formatting and narratives.

Dask Parallel Computing

Accelerates and scales Python data processing by providing parallel and distributed computing capabilities for NumPy, pandas, and custom workflows.

FluidSim CFD Framework

Simulates high-performance computational fluid dynamics using pseudospectral methods and Python-based solvers.

PyDESeq2 Gene Expression Analysis

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

Polars High-Performance Dataframes

Accelerates data analysis workflows using Polars' lightning-fast, expression-based API and lazy evaluation framework.

Datamol Cheminformatics

Simplifies molecular cheminformatics and drug discovery workflows with a Pythonic abstraction layer for RDKit.

Pymoo Multi-Objective Optimization

Solves complex multi-objective optimization problems using evolutionary algorithms to find Pareto-optimal solutions.

MarkItDown File Converter

Converts diverse file formats and office documents into LLM-friendly Markdown for optimized processing and analysis.

ETE Toolkit for Phylogenetics

Manipulates, analyzes, and visualizes phylogenetic trees and hierarchical data using the Environment for Tree Exploration (ETE) framework.

deepTools NGS Analysis

Facilitates comprehensive Next-Generation Sequencing (NGS) data processing, quality control, and publication-quality visualization.

Modal Cloud Infrastructure

Executes Python code in the cloud with serverless containers, on-demand GPU acceleration, and automatic scaling for AI and scientific workloads.

PyMC Bayesian Modeling

Facilitates advanced Bayesian statistical modeling and probabilistic programming using the PyMC and ArviZ ecosystems.

Bioinformatics & Genomic Data (gget)

Simplifies bioinformatics workflows by providing unified access to over 20 genomic and proteomic databases for sequence analysis and protein modeling.

Gtars Genomic Toolkit

Performs high-performance genomic interval analysis and sequence tokenization using Rust-powered tools and Python bindings.

Matchms

Processes and analyzes mass spectrometry data using advanced spectral similarity metrics and automated metadata harmonization.

Medicinal Chemistry Toolkit

Filters and prioritizes molecular libraries using medicinal chemistry rules, structural alerts, and drug-likeness metrics.

Molfeat - Molecular Featurization Hub

Simplifies molecular featurization for machine learning by providing a unified interface for over 100 descriptors, fingerprints, and pretrained embeddings.

Matplotlib Scientific Visualization

Generates publication-quality scientific plots and data visualizations using Python's foundational plotting library.