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verify-product-image — measured AI agent skill | DecimalAI

gooseworks-ai/verify-product-image

NewSkillScoreMaintained

QC gate for a generated static ad image — verify the file opens, matches the requested dimensions, shows the correct product/subject (right shape, colour, label, logo), and has no garbled text or severe artifacts. Records pass/fail/needs-human in verification.md. Used as the final check in the static ad remix flow before shipping.

design-mediaby gooseworks-ai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Design & UX Review pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/gooseworks-ai-verify-product-image/SKILL.md

decimalai skills pull gooseworks-ai-verify-product-image --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-verify-product-image/SKILL.md https://app.decimal.ai/s/gooseworks-ai-verify-product-image/SKILL.md

Raw file: /s/gooseworks-ai-verify-product-image/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-verify-product-image.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

—+7% tokens0% turns13% of whole cases pass with skill (3/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-18	✗→✓	▲ Improved	45%	0%
case-21	✓→✗	▼ Worse	-73%	0%
case-22	✓→✓	＝ Same ✓	-6%	0%
case-23	✓→✓	＝ Same ✓	6%	0%
case-01	✗→✗	＝ Same ✗	91%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/ads/capabilities/verify-product-image/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

verify-product-image

Verify image files open, match requested dimensions, show the requested subject/product, and have no severe artifacts.

Checks

Confirm required input files exist.
Confirm output files or written plans match the skill contract.
Product/asset: the featured hero is the brand's real product (or app UI for SaaS), matching the

kit asset — not a mascot, logo, or placeholder standing in for the product.

Brand alignment: colours come from the intended source (the reference's palette for

style_source: template, the kit's documented colors for brand) — no invented/off-brand colour (e.g. an accent pulled off a logo or mascot). Typography matches the kit's fonts.

Text/logo: copy and label text are real and correctly spelled; any logo is the brand's correct,

undistorted mark.

Record pass, fail, skipped, blocked, or needs human review in verification.md.

Want to see if gooseworks-ai/verify-product-image would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.