Shopify Ads Helper

by danyangliuv1.0.0

⚠️ Review

Optimize Shopify-specific paid growth workflows for Meta (Facebook/Instagram), Google Ads, TikTok Ads, and YouTube Ads with Shopify event integrity, ROAS dia...

clawhub install shopify-ads-helper
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Security Analysis

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65/100
Safety Score

“This skill performs legitimate ad optimization functions but requires security review due to missing license, opaque implementation, and unverified author. The combination of handling business data without clear code transparency and licensing creates significant review requirements before deployment.”

⚠️Data Privacy RiskHandles Shopify store data, ad performance, and conversion metrics which could include customer data and business intelligence.
✅Permission ScopePermissions appear appropriate for ad optimization workflows across major advertising platforms.
⚠️Supply Chain RiskAuthor 'danyangliu-sandwichlab' appears to be an individual/team without verified organizational identity.
⚠️Code TransparencyNo code or detailed implementation provided; only high-level feature descriptions.
✅Malware IndicatorsNo overt suspicious patterns in description; focuses on legitimate ad optimization tasks.
✅Social Engineering RiskPurpose is technical optimization, not user manipulation or phishing.
⚠️Dependency SafetyUnknown dependencies; no information about third-party integrations or libraries.
⚠️Update FrequencyOnly version 1.0.0 with initial release; no update history provided.
⚠️Community Validation458 downloads but 0 comments, stars, or installs; limited community feedback.
❌License ComplianceNo license specified, creating legal uncertainty for use and distribution.

Last scanned: 3/29/2026

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Changelog v1.0.0

Shopify Ads Helper version 1.0.0 – Initial Release - Enables diagnostics and optimization workflows for Shopify stores advertising on Meta (Facebook/Instagram), Google Ads, TikTok Ads, and YouTube Ads. - Verifies event and pixel setup, diagnoses ROAS drivers, analyzes channel and campaign structure, and checks checkout/conversion funnel health. - Provides recommendations for scaling, budget gates, and optimizing based on performance snapshots and store metrics. - Includes specific decision rule...

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Safety Score

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65
out of 100
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Info

Version
1.0.0
Versions
1
Author
danyangliu-sandwichlab
Updated
Mar 4, 2026
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