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Install in OpenClaw
/install shopify-ai-product-description
Description
Generate SEO-optimized, high-converting AI product descriptions for any Shopify store niche with proven copy frameworks. Triggers: product description genera...
Usage Guidance
This skill is mainly a prompt wrapper and looks internally consistent, but check two things before installing or running it: (1) the analyze.sh script calls the 'openclaw' CLI — ensure that you have that binary installed from a trusted source and that the skill metadata is updated to declare it as a required binary; (2) confirm how your 'openclaw agent' CLI is configured (local-only vs. remote API) because analyze.sh will send whatever product data you provide to that agent. If you will pass sensitive product or customer data, verify the agent does not forward it to an external service you don't control. Otherwise this skill appears coherent and limited in scope.
Capability Analysis
Type: OpenClaw Skill
Name: shopify-ai-product-description
Version: 1.0.0
The skill contains a shell injection vulnerability in `analyze.sh` where user-provided input is directly embedded into a double-quoted string (`PROMPT="... ${INPUT} ..."`). This allows for arbitrary command execution via command substitution (e.g., using `$(command)` or backticks) when the script is executed. While the stated purpose of generating Shopify product descriptions appears legitimate and no clear malicious intent was found, the lack of input sanitization in a script that executes shell commands is a significant security flaw.
Capability Assessment
Purpose & Capability
The skill's name/description match its behavior: it builds a prompt and asks an agent to generate product descriptions. However, the shipped script invokes the 'openclaw' CLI but the skill metadata does not declare that binary as a required dependency — that's a mismatch that should be declared or fixed.
Instruction Scope
SKILL.md and analyze.sh limit actions to building a prompt from provided product text and calling a local agent. The instructions do not read files or request unrelated credentials. One caveat: the script forwards the product input to 'openclaw agent', and the security properties depend on what that agent/CLI does (local only vs. forwarding to a remote endpoint).
Install Mechanism
No install spec and only a small shell script are included, so nothing arbitrary is downloaded or written to disk by the skill itself.
Credentials
The skill does not request environment variables, credentials, or config paths — this is proportional to its stated purpose.
Persistence & Privilege
The skill is not always-on and does not request elevated persistence. It only invokes a local agent process when run and does not attempt to modify other skills or system-wide configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shopify-ai-product-description - After installation, invoke the skill by name or use
/shopify-ai-product-description - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Shopify AI Product Description Generator.
- Instantly generates SEO-optimized, conversion-focused product descriptions for any Shopify niche.
- Supports multiple proven copywriting frameworks (AIDA, PAS, FAB, hybrids).
- Integrates primary, secondary, and long-tail keywords for better search visibility.
- Delivers optimized bullet points, brand/voice adaptation, and mobile-friendly formatting.
- Provides two description variants per product for A/B testing.
- Includes workflow guidance for quickly scaling product catalog descriptions with AI.
Metadata
Frequently Asked Questions
What is Shopify Ai Product Description?
Generate SEO-optimized, high-converting AI product descriptions for any Shopify store niche with proven copy frameworks. Triggers: product description genera... It is an AI Agent Skill for Claude Code / OpenClaw, with 116 downloads so far.
How do I install Shopify Ai Product Description?
Run "/install shopify-ai-product-description" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shopify Ai Product Description free?
Yes, Shopify Ai Product Description is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shopify Ai Product Description support?
Shopify Ai Product Description is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shopify Ai Product Description?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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