creative-quality-graderScore ad creatives before launch for Meta (Facebook/Instagram), TikTok Ads, YouTube Ads, Google Ads, and Amazon Ads policy and quality fit.
Install via ClawdBot CLI:
clawdbot install danyangliu-sandwichlab/creative-quality-graderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
An e-commerce brand launching a new skincare product needs to score ad creatives across Meta and TikTok to ensure policy compliance and high engagement before allocating budget. The skill will generate a scoring rubric, revision notes, and a release decision based on target audience and placement scope.
A SaaS business wants to improve ROAS by retargeting users who abandoned sign-ups. The skill assesses creatives for Google Ads and Meta, prioritizing offer clarity and urgency mechanics to drive conversions while adhering to platform-specific guidelines.
A home services company expanding into new markets needs pre-launch scoring for YouTube Ads and Amazon Ads creatives to capture demand and ensure messaging aligns with local intent. The skill outputs asset specifications and test variant plans to optimize CPA.
A direct-to-consumer fashion brand experiences ad fatigue and requires fresh hooks for cold audiences on TikTok and Meta. The skill generates angle families, hook libraries, and a test priority matrix to revive top-funnel performance.
A mobile gaming studio launching a new app needs creative scoring for Meta and Google Ads to ensure compliance and high conversion rates. The skill provides creative QA notes and a variant matrix focusing on visual proof and CTA changes.
Businesses like meal kit services or beauty boxes use this skill to score ad creatives for Meta and TikTok, focusing on recurring revenue and customer lifetime value. It helps optimize ROAS by ensuring creatives align with funnel stages and audience retargeting.
Agencies or consultants use this skill to pre-score Google Ads and LinkedIn (implied via DSP) creatives for lead gen campaigns. It ensures messaging captures query intent and complies with platform policies to drive high-quality conversions.
Sellers on Amazon use this skill to score ad creatives for Amazon Ads, prioritizing demand-capture and listing optimization. It helps increase sales by aligning creatives with product offers and audience targeting for better budget efficiency.
💬 Integration Tip
Integrate this skill early in the creative development workflow to align outputs with platform-specific requirements and include rollback conditions for spend risk management.
Scored Apr 19, 2026
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