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Shopify Ads Helper
by
danyangliu
· GitHub ↗
· v1.0.0
967
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Install in OpenClaw
/install shopify-ads-helper
Description
Optimize Shopify-specific paid growth workflows for Meta (Facebook/Instagram), Google Ads, TikTok Ads, and YouTube Ads with Shopify event integrity, ROAS dia...
Usage Guidance
This skill is instruction-only and internally consistent with its Shopify ads diagnostic purpose. Before using, avoid pasting full API keys or highly sensitive credentials into the free-text inputs—provide aggregated tracking summaries, metrics, and anonymized examples where possible. Validate recommendations on a staging environment before applying budget or tracking changes, and monitor for any unexpected requests to export data or connect external accounts. If the skill later adds install steps or asks for API keys, reassess its permissions and provenance before proceeding.
Capability Analysis
Type: OpenClaw Skill
Name: shopify-ads-helper
Version: 1.0.0
The OpenClaw skill bundle 'shopify-ads-helper' appears benign. All files, including the `SKILL.md` instructions for the AI agent, consistently describe a legitimate purpose: optimizing Shopify-specific paid growth workflows. There are no indications of prompt injection attempts, malicious code execution, data exfiltration, persistence mechanisms, or other harmful behaviors. The instructions for accessing 'app inventory and event log' are within the context of failure handling and escalation to a platform owner, which is a legitimate diagnostic function.
Capability Assessment
Purpose & Capability
Name, description, and required inputs (shopify_store_url, tracking_stack_summary, channel_performance_snapshot, checkout_metrics) align with diagnosing Shopify tracking, ROAS, and funnel issues; no unrelated services, binaries, or credentials are requested.
Instruction Scope
SKILL.md contains guidance, decision rules, examples, and an input/output contract; it does not instruct the agent to read local files, access system secrets, call unexpected external endpoints, or perform actions outside ad/Shopify diagnostics. All steps stay within the stated advisory scope.
Install Mechanism
No install spec and no code files are present (instruction-only), so nothing is written to disk and there is no installer-related risk.
Credentials
The skill declares no environment variables, credentials, or config paths. The optional and required inputs are appropriate for ad/Shopify analysis and do not include sensitive platform keys.
Persistence & Privilege
always is false and the skill does not request persistent or elevated privileges, nor does it attempt to modify other skills or system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shopify-ads-helper - After installation, invoke the skill by name or use
/shopify-ads-helper - Provide required inputs per the skill's parameter spec and get structured output
Version History
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 rules, practical examples, and detailed input/output contracts for troubleshooting Shopify ads and tracking issues.
Metadata
Frequently Asked Questions
What is Shopify Ads Helper?
Optimize Shopify-specific paid growth workflows for Meta (Facebook/Instagram), Google Ads, TikTok Ads, and YouTube Ads with Shopify event integrity, ROAS dia... It is an AI Agent Skill for Claude Code / OpenClaw, with 967 downloads so far.
How do I install Shopify Ads Helper?
Run "/install shopify-ads-helper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shopify Ads Helper free?
Yes, Shopify Ads Helper is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Shopify Ads Helper support?
Shopify Ads Helper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shopify Ads Helper?
It is built and maintained by danyangliu (@danyangliu-sandwichlab); the current version is v1.0.0.
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