Research UI Prototyping

Research UIs are working tools, not landing pages. Favor dense, inspectable, task-focused interfaces that expose evidence and uncertainty.

Read First

• references/repository-contract.md
• references/output-contracts.md

When To Use

• dashboard for experiment metrics
• source or paper browser
• annotation or coding interface
• SOTA matrix explorer
• reproducibility report viewer
• demo for a method or dataset