Browse 182,820 skills across 14 categories.
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity...
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or ru...
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate m...
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, inclu...
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/l...
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial detail...
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology a...
Use when creating scientific magazine cover style images or prompts, research hero visuals, journal-cover-inspired conce...
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and...
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence qu...
评估研究严谨性。用于评估方法学、实验设计、统计学有效性、偏倚、混杂因素以及证据质量（如 GRADE、Cochrane 偏倚风险评估），以对科学结论进行批判性分析。
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code...
⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9...
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use thi...
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery inc...
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by...
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivi...
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele func...
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications,...
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions...
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, ta...
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by acce...
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identificat...
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotype...
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-value...
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomark...
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug int...
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/o...
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/s...
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management....
科学调试专家 - 观察(Observe) -> 假设(Hypothesize) -> 实验(Experiment) -> 修复(Fix)
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditi...
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for...
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publicat...
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual scre...
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence,...
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI...
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be...
Use when the user has scientific data (or a prompt alluding to scientific data) and wants a publication-quality figure m...
Use when producing a figure for a paper, preprint, slide, poster, email report or web page: final size and resolution, f...
FigureCraft 根据科学对象、关系和数据制作科研图与语义配色。适用于机制、硬件、分层材料、定量图及整套配图，交付可编辑图源和分别记录的技术、科学与视觉审阅，保留数值、拓扑和修改范围。
Generate publication-quality scientific figures with consistent styling. Use when experiments need visualization, benchm...
This skill should be used when generating publication-ready scientific figures — ROC curves, confusion matrix heatmaps,...
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to C...
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations includi...
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illus...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for traini...
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...
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regio...
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, sta...
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore...
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to for...
Rebuild scientific schematic images as editable SVG and Adobe Illustrator paths with live text, or draw new scientific d...
Use when creating high-quality scientific or medical infographic images or prompts, including review figures, disease ma...
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....
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable...
High-impact scientific manuscript development for top-tier journals such as Nature, Science, and Cell. Use when the user...
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner)...
Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcrip...
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity s...
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing....
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/...
Research methodology for hypothesis testing, evidence evaluation, and verification standards in geoscience research. Use...
The scientific method as an epistemological framework for producing reliable knowledge. Covers observation, question for...
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running ba...
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMIL...
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working w...
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and...
Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sort...
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...
Use when creating publication-grade scientific figure images or prompts, including graphical abstracts, mechanism diagra...
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...
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients,...
This skill should be used for time series machine learning tasks including classification, regression, clustering, forec...
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics ana...
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...
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular...
Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubC...