Use Case: Stitchable Chart Triage

Create one polished public-gallery image titled "Use Case: Stitchable Chart Triage".

Use case: productivity-visual / craft-production QA
Asset type: GPT Image use-case demo, single finished image for a public gallery
Output format: portrait 4:5 craft QA dossier page, not a contact sheet, not a 2x3 board, not a tabletop apparatus, not a product ad, not a classroom worksheet.

Primary request: visualize GPT Image as an ideation-to-review step for a fictional cross-stitch chart workflow. The image must make clear that the AI image is only a starting sketch and that human chart cleanup is required before stitching.

Scene/backdrop: a clean off-white printable dossier page with subtle craft-paper texture, flat lay scan aesthetic, no hands, no people, no real brand marks.

Subject: a fictional simple motif called "Moon Sprout" shown as a small seed sketch thumbnail, then a discrete square stitch grid preview, then a black-and-white symbol key panel, then a short review rail. The motif is original: a small crescent moon sprouting two leaves inside a simple rounded arch. Do not copy any existing embroidery pattern, folk motif, character, logo, or historical plate.

Readable labels to include exactly: "Seed sketch", "Stitch grid", "Symbol key", "Color cap", "Confetti cleanup", "Edge blockiness", "Print check", "20 x 20 test". Keep text large, sparse, and legible.

Workflow mechanics visible: the seed sketch is converted into a grid of whole square stitches; the symbol key uses simple invented symbols, not real thread codes; color count is capped at 12; red review circles mark isolated one-off stitches; a tiny print-check strip shows the chart at small size; a final pass stamp says "review before stitching".

Visual language: crisp editorial craft documentation, black grid lines, muted teal, warm marigold, soft coral, graphite annotations, practical print margins, high-resolution readable layout. The page should look useful to a craft designer, not decorative slop.

Safety and rights: fictional unbranded craft materials only. No real thread-code systems, shop names, logos, people, public figures, protected characters, copied patterns, source-image reuse, imitated living-artist style, or watermark. Standard public-gallery safety exclusions apply.