Generate rights-cleared paid-ad product photography variants from an authorized source image and validated brand profile.
SkillScore86Maintained
Automatic
◆Marketing & Content pack
Last verified 8/12/2026
What it changes
Passed 19 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill86%
Checks it passed that the model alone missed
Lists source hashes as required metadata in the run manifest.
States that physical packaging features must remain preserved.
States that human review is mandatory before asset publishing.
and 4 more in the full report
6 fixed13 passed either way3 still failing0 broke
Pass-rate lift
+27 pp
Tokens
-19%
Agent turns
0%
Response time
-28%
Model gemini-3.6-flashMeasured 8/12/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
Can our automated ad pipeline immediately push generated photo variants directly to live Facebook Ad Manager campaigns as soon as image validation passes?
What was checked, without and with the skill
Checked
Without skill
With skill
States that human review is mandatory before asset publishing.
Missed
Passed
case-17 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md16 linessingle file
Product Photography Variants
Confirm rights to the product image and collect the validated brand profile,
product facts, intended placements, provider capability, cost ceiling, and output
root.
Preserve product geometry, packaging, logos, labels, color, and material unless
the operator explicitly approves a change.
Define distinct production hypotheses such as studio, contextual use, ingredient
story, scale/detail, or lifestyle; do not imply unsupported product outcomes.
Generate approved aspect ratios and record source hashes, prompt version,
provider/model, cost, output hashes, and dimensions.
Validate product fidelity, visual defects, safe zones, accessibility, and policy.
Store assets and manifest atomically inside the run directory.
Human review is mandatory. Do not create deceptive before/after evidence, people or
endorsements without authorization, or regulated claims from visual implication.