The demo's mock host answers "How many images do I have by type?" with
count_records through the UI API and then present_results, so the
panel shows the owner's example (summary, metric, table with shares and
row links, pie chart, filter links, action). Screenshots light/dark at
390/1440 px with the Next UI build of qqq-frontend-next#111.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>