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Bulk editor now loads consensus ML suggestions across the current selection via a new POST /api/suggestions/bulk endpoint, powered by get_bulk_suggestions() in tag_suggestions.py. A tag is surfaced only if it was suggested for or already applied to >= 80% of the selection; coverage counts include images that already have the tag so a near- universal tag isn't penalized for dropping out of suggestion lists. Accept-only chips (no reject) match the rest of the suggestions UX. Frontend polish in the same commit: - Showcase session dedup (exclude seen ids, reset on second lap) and aspect-ratio-aware placeholder heights for better column balancing - Modal touch-swipe navigation on the image wrapper, auto-focus of the tag input on desktop (>=768px), and autocomplete flip-up when the dropdown would cover the Suggestions section - Settings template inline styles replaced with utility classes - Inline series-editor script extracted to gallery-series-editor.js Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>