affh-reorient

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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.

UI-Research By UI-Research schedule Updated 3/2/2026

name: affh-reorient description: 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. allowed-tools: Read, Glob, Bash

AFFH Dashboard Session Reorientation

Instructions

Step 1: Read documentation

  1. Read CLAUDE.md for project overview, architecture, and conventions
  2. Check for any progress tracking or implementation notes files

Step 2: Examine codebase structure

  1. Run git log --oneline --since="7 days ago" to identify recent changes
  2. Read main app files (affh_shinyApp.R, server.R)
  3. Read helper scripts (map_helpers.R, data_helpers.R, affh_transform.R etc.)
  4. Review data directories and lookup tables

Step 3: Assess feature completion

Check recent commits and source files to determine status of known features:

Likely complete (verify): - Context-aware tooltips (geography + variable + value) - Value boxes with comparison display - Sidebar optimizations - Chart rendering fixes - Tables tab enhancements - County name labels on map - Tract selection server-side rendering - Variable sources/notes integration - Alphabetized dropdowns - Data unavailability messaging - Table formatting with selected metric highlighting - Sources & Notes visibility improvements - R/ECAP tract highlighting - Download functionality (map PNG, table CSV) - Address search integration - Enhanced comparisons (statewide for tract/county charts) - Table toggle (all variables vs selected) - Map enhancements and polishing

Step 4: Understand current architecture

Key patterns to confirm are still in place: - Leaflet map built incrementally via leafletProxy(), not a single renderLeaflet() - update_map() in map_helpers.R orchestrates map updates - Reactive chain for geography/variable selection - Data flows from lookup tables → map/charts/tables - reactable for tables, plotly/ggplot for charts

Step 5: Summarize and confirm readiness

Provide: 1. Current architecture summary 2. Key file locations and their purposes 3. Feature completion status (complete / in-progress / not started) 4. Any questions or clarifications needed 5. Confirmation ready to continue implementation

Install via CLI
npx skills add https://github.com/UI-Research/affh-tool-data-exploration --skill affh-reorient
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