These capabilities are real and already in the repo, but they belong in a clearly labeled advanced layer rather
than the primary pitch for a first-time evaluator.
Page scan and authenticated import
Scan pages for media, use browser-backed scroll mode when needed, and review queued candidates before upload.
Video-aware media handling
Ingest video, inspect metadata, extract frames, and generate animated WebP artifacts alongside still images.
Filesystem and social-source helpers
Use recursive ingest and source-specific helper scripts for local archives and adjacent social/media workflows.
Client pages and client-sites publishing
Create explicit client-facing selects in Photarium and publish them to the adjacent public Cloudflare Worker app.
Comfy workflow metadata
Detect embedded ComfyUI workflow data, store it as extras, and surface workflow context in asset detail views.
Operational tooling
Backfill namespaces and embeddings, audit duplicates or broken assets, and maintain richer internal metadata stores.