UI-Research

Reorient with the AFFH dashboard codebase at the start of a new session. Use when resuming work on the AFFH dashboard, when asked to refresh context, or when starting a new implementation session.

Audit recent development changes and update project documentation. Use when documentation is outdated after a sprint, when asked to update CLAUDE.md or README.md, or when creating a user testing guide after new features are added.

Acquire and analyze five-year American Community Survey (ACS) data using the urbnindicators package in R. Provides correct treatment of margins of error (MOEs), allows for interpolation, and returns human-readable variable names and an associated codebook.…