Навыки: Данные

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retr...

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when wor...

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold str...

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-value...

Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, sta...

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomark...

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to for...

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FAS...

Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with...

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverle...

Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater...

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protoco...

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems....

Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with...

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable...

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverle...

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner)...

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creat...

Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity m...

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/...

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running ba...

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working w...

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware...

This skill should be used when converting academic papers into promotional and presentation formats including interactiv...

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmC...

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific c...

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when...

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical da...

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for...

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to C...

CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene i...

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable...

Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized...

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and...

This skill should be used when converting academic papers into promotional and presentation formats including interactiv...

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when readin...

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project inte...

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows i...

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), un...

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted pl...

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation task...

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex ex...

Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboard...

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory...

Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly...

This skill should be used when researchers need help with research problem selection, project ideation, troubleshooting...

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protoco...

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when readin...