All skills

Builds a manuscript-ready research packet — 60 verified, deduplicated references plus evidence matrix and BibTeX — using Parallel Search, Extract, and Research.

An all-in-one geospatial skill that turns satellite imagery, GIS, spatial statistics and spatial ML tasks into ready-to-run code patterns.

An Exa-powered skill for semantic web search and batch URL/PDF extraction, tuned for scientific and technical sources.

Picks the right study design and generates seeded randomization schedules and DOE matrices before any data is collected.

Guides Claude through Hugging Face Transformers work: Hub model loading, pipeline inference, text generation, and Trainer fine-tuning on transformers 5.x.

Search OpenAlex, PubMed, and Google Scholar, extract accurate metadata, and generate, clean, and validate BibTeX bibliographies.

A skill for scaling pandas/NumPy workloads beyond RAM using Dask's parallel and distributed collections.

Guides Claude in using Datamol, the Pythonic RDKit wrapper, for SMILES parsing, standardization, fingerprints, clustering, and 3D conformers.

A skill that systematically appraises scientific claims for design validity, bias, statistical soundness, and evidence quality using GRADE and Cochrane RoB.

Resolves free-text scientific labels into exact ontology IDs via EBI OLS4 and validates existing CURIEs for existence, obsolescence, and label consistency.

Guides Claude to do exact symbolic math in Python with SymPy — algebra, calculus, solvers, matrices — and export results as code or LaTeX.

Retrieve facts from 78 documented public database APIs reproducibly, with explicit endpoints, pagination, and provenance.

Organizes PyTorch code into LightningModules, Trainers and DataModules, with multi-GPU strategies and experiment logging.

Prevents silent off-by-one and wrong-build errors whenever genomic coordinates cross a file format, tool, or assembly boundary.

A skill that teaches Claude to query 20+ genomic databases quickly through the gget CLI and Python API.

Helps Claude write and deploy Python to Modal's serverless cloud with on-demand GPUs, volumes, web endpoints and cron jobs.

Routes literature queries across 11 scholarly APIs (PubMed, arXiv, OpenAlex, Unpaywall and more) and returns papers, citations, and OA PDFs with reproducible provenance.

Deploy and drive Open Notebook — an open-source NotebookLM alternative — to ingest sources, search, summarize, and generate podcasts entirely through its REST API.

A skill that helps Claude write fast, idiomatic Polars code using its expression API, lazy engine, and pandas migration mappings.

Describe a scientific diagram in plain language and get a publication-quality PNG, auto-regenerated only when an AI reviewer scores it below your document type's threshold.