Generate multiple angles and shot types of a single product for ecommerce-ready image sets. Produces a coherent set (hero 3/4, front, side, back, detail macro, scale, packaging, in-hand) keeping product identity consistent across shots.
SkillScore91Maintained
Automatic
◆Design & UX Review pack
Last verified 8/6/2026
What it changes
Passed 19 of 21 test cases with the skill, and 14 of 21 without it.
Without skill68%
With skill91%
Checks it passed that the model alone missed
Provides a consistency anchor prompt.
Includes 1792x1024 as an image dimension option.
Identifies the defect as product identity drift.
and 3 more in the full report
6 fixed14 passed either way1 still failing1 broke
Pass-rate lift
+23 pp
Tokens
+3%
Agent turns
0%
Response time
-32%
Model gemini-3.6-flashMeasured 8/6/2026v120 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
If a product gallery project requires ensuring visual styling aligns with overall brand guidelines before finalizing output, which skill stub should be referenced?
What was checked, without and with the skill
Checked
Without skill
With skill
Directs re-using creative-explore for brand alignment.
Missed
Passed
case-22 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md54 linessingle file
Creative — Shot Explorer
Produce a consistent multi-angle shot set of ONE product. Consistency across the set is the whole point — a PDP gallery where the product subtly changes shape, color, or finish between shots looks broken and erodes trust.
When to use
Building a product-detail-page (PDP) gallery or ecommerce image set.
You need multiple clean angles of the same object on a controlled background.
Product: description or — ideally — a reference image for identity lock.
Surface/background style + locked direction if available.
Which shots are needed (default: full PDP set).
Workflow
Define the shot list: hero 3/4, straight-on front, side profile, back, detail macro, scale/in-hand, packaging, optional exploded or feature-callout.
Lock a consistency anchor: same product, same lighting setup, same surface, same palette across every shot. If a reference image exists, pass it to your image tool as a reference so identity holds.
Generate each shot with your image tool (1024x1024 or 1792x1024), reusing the anchor prompt DNA and only changing the camera angle/crop. Save to ./creative/shot/<shot-name>.png.
Review as a grid: scan for identity drift (color shift, shape change, branding moved). Regenerate any shot that breaks the set.
Output the gallery in PDP order (hero first).
Worked example
Product: a matte-black mechanical keyboard.
shot list: hero-34 | front | side | back | detail-macro(keycap) | in-hand | packaging
anchor: "matte grey seamless backdrop, soft top + fill light, 85mm, matte-black
keyboard with white legends, consistent across all shots"
per-shot delta: only the camera position/crop changes; lighting + product fixed
[grid: ./creative/shot/hero-34.png ... ./creative/shot/packaging.png]
review note: side shot drifted glossy → regenerated with "matte, no specular highlights"
Quality bar
Product identity (shape, color, material, branding placement) is identical across every shot.
Lighting and surface are consistent — the set looks shot in one session.