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Install in OpenClaw
/install shopify-ab-testing
Description
Build a systematic A/B testing framework for Shopify stores to improve conversion rates through data-driven experiments. Triggers: ab testing, split testing,...
Usage Guidance
This package mostly contains a small script to generate an A/B testing plan, which is fine in concept — but the script runs a local 'openclaw agent' binary that the package metadata does not declare. Before installing or running this skill: (1) Inspect analyze.sh yourself and confirm you trust the 'openclaw' binary on your machine; (2) Verify the binary's provenance (where it came from) and that it is the expected tool; (3) Prefer running the script in an isolated/test environment first; (4) If you do not have or trust an 'openclaw' agent, do not run the script; instead, extract the prompt text and run it through a trusted LLM interface you control; (5) Ask the publisher to update the metadata to list 'openclaw' as a required binary or remove that dependency so the behavior is explicit.
Capability Analysis
Type: OpenClaw Skill
Name: shopify-ab-testing
Version: 1.0.0
The skill bundle is a legitimate framework for generating Shopify A/B testing strategies. The bash script (analyze.sh) simply constructs a detailed prompt for the OpenClaw agent to provide CRO advice, and the SKILL.md contains standard documentation without any signs of prompt injection or malicious instructions.
Capability Assessment
Purpose & Capability
The skill's name, description, and SKILL.md all describe generating an A/B testing framework for Shopify stores, which matches the included analysis logic. However, the analyze.sh script invokes a local 'openclaw agent' binary to produce the report even though the registry metadata lists no required binaries. Requiring a local agent binary is plausible for producing text, but it should be declared explicitly in required binaries or documentation.
Instruction Scope
The runtime instructions and the shell script are narrowly scoped to accept a user input (store or niche) and produce an A/B testing report. They do not read arbitrary files or request environment variables. The script does, however, spawn a local binary ('openclaw agent --local') which will execute with whatever privileges that binary has; that expands runtime scope implicitly and should be made explicit to the user.
Install Mechanism
There is no install spec (instruction-only plus a small helper script), so nothing is automatically downloaded or extracted. This lowers risk compared to remote installs. Still, the included script executes a local binary, which means the security depends on the origin and behavior of that binary.
Credentials
The skill declares no required environment variables, config paths, or credentials, and the script does not access secrets or unrelated system configs. This is proportionate to the stated purpose.
Persistence & Privilege
The skill does not request persistent presence (always is false) and does not modify system or other skills' configuration files. Autonomous invocation by the agent is allowed by default but not unique to this skill.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shopify-ab-testing - After installation, invoke the skill by name or use
/shopify-ab-testing - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the Shopify A/B Testing skill:
- Provides a systematic framework for running A/B tests on Shopify stores.
- Includes test prioritization, hypothesis templates, and detailed testing roadmaps.
- Offers guidance on sample size, duration, and tool selection.
- Features a results analysis framework and a 12-week iterative testing calendar.
Metadata
Frequently Asked Questions
What is Shopify Ab Testing?
Build a systematic A/B testing framework for Shopify stores to improve conversion rates through data-driven experiments. Triggers: ab testing, split testing,... It is an AI Agent Skill for Claude Code / OpenClaw, with 116 downloads so far.
How do I install Shopify Ab Testing?
Run "/install shopify-ab-testing" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shopify Ab Testing free?
Yes, Shopify Ab Testing is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shopify Ab Testing support?
Shopify Ab Testing is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shopify Ab Testing?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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