Find skills for your research field
Start with the methods and data in your project. Each field guide pairs specific skills with a first task and the evidence to check before using the output in a paper.Machine learning
Experiments, evaluation, reproducibility and conference papers.
Artificial intelligence
Language models, agents, interpretability and safety evaluations.
Biology
Single-cell data, differential expression and biological records.
Chemistry
Molecules, chemical datasets, simulations and materials.
Medicine
Medical imaging, clinical research datasets and evidence synthesis.
Physics
Astronomy, quantum computing, materials and spatial data.
Start with a specific skill
The quickstart shows a project install and a citation-checking task. Substitute any skill name from a field guide:--global for your user account. Installation options cover other harnesses and methods.