Claude Skills by brycewang-stanford

Conference papers on graph neural networks and graph learning

Search and discover ML models, datasets, and Spaces on Hugging Face

Run NLP and CV model inference via Hugging Face free-tier API

Build and debug deep learning models with Keras and TensorFlow backend

Papers and tutorials on KAN learnable activation networks

Evaluate and benchmark large language models for research applications

Build a ChatGPT-like LLM from scratch using PyTorch step by step

Build and deploy reproducible production ML pipelines for research

NLP analysis with perplexity scoring, burstiness, and entropy metrics

All-in-one Python library for NLP, agents, and knowledge graphs

Systematic prompt engineering methods for AI-assisted academic research workf...

Avoid common PyTorch mistakes and apply robust training patterns

PyTorch Lightning framework for scalable model training and research

Reinforcement learning fundamentals, algorithms, and research

Resources for trustworthy, fair, and ethical AI research

TensorFlow best practices for tf.function, GPU memory, and deployment

Guide to Transformer architectures for NLP and computer vision

Vectorized multi-agent reinforcement learning simulator

24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design: domain databases, wet-lab/dry-lab methods, and ethical compliance guides.

Query AlphaFold protein structure predictions by UniProt accession

AI scientist framework for autonomous biological research workflows

Query gene, variant, and drug annotations via BioThings APIs

OpenClaw bioinformatics skill library for genomics pipelines

Papers on AI agents for clinical dialogue and medical QA

Design clinical studies and report using CONSORT, STROBE guidelines

Search and analyze clinical trials via the ClinicalTrials.gov v2 API

Clinical trial registry database search API

Access nucleotide sequence data from the European Nucleotide Archive

Perform gene set enrichment analysis using the Enrichr API

Query gene, sequence, and variant data via the Ensembl REST API

Epidemiological study designs, measures of association, and public health ana...

Automate gene expression analysis with the GenoMAS multi-agent system

Workflows for RNA-seq, GWAS, and variant calling in genomic research

Benchmark for LLM agents on gene expression data analysis

Multi-agent system for biomedical literature review and synthesis

Medical deep research agent with reasoning chain analysis

AI research assistant for biomedicine, RNA-seq, and drug discovery

Access FDA drug data and WHO global health statistics for research

Medical image analysis with deep learning for research applications

Run sequence similarity searches via the NCBI BLAST REST API

Access genomes, genes, and taxonomy data via NCBI Datasets v2 API

Search and retrieve 3D protein structures from the RCSB Protein Data Bank

Browse and search Gene Ontology annotations via the QuickGO API

5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research.

Design principles of form, function, sustainability in architecture

Innovation metrics, R&D management research, and technology forecasting

Structured frameworks for market sizing, competitive analysis, and strategic ...

Optimization and operations research methods for business and logistics

Frameworks for strategic planning, resource allocation, and organizational an...

9 chemistry skills. Trigger: chemical structure analysis, reaction prediction, molecular modeling. Design: computational chemistry tools and cheminformatics workflows.