Agent skills by brycewang-stanford

Navigate MeSH vocabulary for precise PubMed and MEDLINE searches

Conduct qualitative meta-synthesis and evidence synthesis methods

13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

Guide to writing clear and reproducible methodology sections

Guide to designing and conducting mixed methods research

Write ML/AI research papers targeting NeurIPS, ICML, and ICLR venues

Build and deploy reproducible production ML pipelines for research

Intelligent companion for ML engineering with arXiv integration

Molecular dynamics simulation setup, execution, and trajectory analysis

Analyzing MOOC data, learning analytics, and online education metrics

Strategies for translating academic papers while preserving technical accuracy

Search astrophysics and physics literature via NASA ADS bibliographic database

Access NBER working papers and economic research datasets

Run sequence similarity searches via the NCBI BLAST REST API

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

Social network analysis methods, metrics, and visualization tools

Search NIH-funded grants and research projects via RePORTER API

NLP analysis with perplexity scoring, burstiness, and entropy metrics

Sync Zotero references and annotations to Notion databases

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

Search NSF awards and grants with free public API, no auth required

Navigate NSF grant applications, program selection, and strategies

Apply numerical methods and scientific computing techniques

Citation plugin for Obsidian note-taking with BibTeX support