Cross-border Listing Image Layout Audit

Audit listing image and layout notes — first-impression hero, info hierarchy, lifestyle vs studio, copy density, trust signals, compliance — into a follow-up checklist.

When to use

• The cross-border weekly-operating-profile-tune workflow is enabled (this skill is the chained second step).
• The user pastes listing image / detail-page / layout observations and wants a follow-up audit checklist.

Inputs

• listingNotes (string, required): one observation per line, OR a weekly-review summary forwarded from cross-border-weekly-growth-review.

Outputs

• listingAudit: a multi-line audit summary suitable for the listing follow-up checklist.
• summary: one-line headline.
• nextStep: recommended next operator action; defaults to a human-approval prompt when auto-publish / overwrite language appears.
• details: structured listing cluster + human-review signal data for UI rendering.

Behavior

• Deterministic keyword bucketing across hero, info hierarchy, lifestyle vs studio, copy density, trust signals, and compliance layout.
• Surfaces explicit human-approval triggers when notes mention auto-publish, live overwrite, or compliance edits.
• No external network calls, no filesystem writes, no provider dependency.
• Returns a soft empty bundle when notes are missing instead of inventing findings.