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Install in OpenClaw
/install shopify-niche-finder
Description
Identify profitable product niches for Shopify stores using market demand data, competition analysis, and profitability assessment. Triggers: niche finder, f...
Usage Guidance
This skill appears to do what it says: it shells out to a local OpenClaw agent with a crafted prompt to generate Shopify niche analysis. Before installing or running it: 1) Review the analyze.sh file (you already have it) and confirm you are comfortable running it; 2) Ensure the 'openclaw' CLI is installed from a trusted source — the script assumes that binary exists but the metadata doesn't declare it; 3) Check your OpenClaw/LLM CLI configuration (API keys, account) because your input and prompt will be handled by that configured account/provider; do not pass sensitive credentials or private data to the script/prompt; 4) If you need offline or local-only operation, verify the openclaw agent can run locally without sending data to an external provider; 5) If you want the skill to self-containedly require the CLI, ask the maintainer to add the 'openclaw' binary to required-binaries or include installation instructions. Overall risk is low, but be mindful of what you send to your model provider via the CLI.
Capability Analysis
Type: OpenClaw Skill
Name: shopify-niche-finder
Version: 1.0.0
The shopify-niche-finder skill is a legitimate tool designed to assist users in identifying profitable e-commerce niches. The analyze.sh script functions as a wrapper that takes user input, incorporates it into a structured research prompt, and executes it locally using the openclaw agent. There are no signs of data exfiltration, malicious command execution, or unauthorized persistence mechanisms.
Capability Assessment
Purpose & Capability
The name/description match the behavior: the included analyze.sh builds a prompt and asks a local OpenClaw agent to generate a niche research report. However, the script implicitly requires the 'openclaw' CLI binary to exist at runtime but the skill metadata does not declare any required binaries. This is a minor incoherence (missing declared dependency) but not evidence of malicious intent.
Instruction Scope
SKILL.md and analyze.sh keep scope to niche research: scoring, market research sources to consult, and validation steps. The runtime script only forwards the user input in a prompt to the local OpenClaw agent; it does not read unrelated files, access system paths, or contact external endpoints directly from the script. Note: the prompt references external services/tools (Google Trends, Amazon, TikTok) as research sources but the script itself does not attempt to automatically fetch data from them.
Install Mechanism
There is no install spec (instruction-only) and no downloads or archive extraction. The only executable behavior is the included analyze.sh which invokes a local CLI; nothing in the skill writes additional files or installs dependencies.
Credentials
The skill declares no required environment variables or credentials, which aligns with its stated purpose. However, analyze.sh invokes 'openclaw agent --local' which will run using the local OpenClaw CLI configuration (and thus any API keys or credentials that CLI uses). This reliance on the user's local agent configuration is not declared in the metadata and means prompts/input will be handled by whatever model/account is configured for the CLI.
Persistence & Privilege
The skill does not request always: true, does not modify other skills or system settings, and does not persist or install services. It runs transiently when invoked.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shopify-niche-finder - After installation, invoke the skill by name or use
/shopify-niche-finder - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the Shopify Niche Finder skill.
- Identifies profitable product niches for Shopify stores through analysis of market demand, competition, and profitability.
- Provides clear criteria and tools for niche evaluation, competition analysis, and profit margin assessment.
- Includes trend analysis to distinguish between growing, declining, and evergreen niches.
- Offers top 10 niche recommendations and a validation checklist for testing ideas before launch.
Metadata
Frequently Asked Questions
What is Shopify Niche Finder?
Identify profitable product niches for Shopify stores using market demand data, competition analysis, and profitability assessment. Triggers: niche finder, f... It is an AI Agent Skill for Claude Code / OpenClaw, with 150 downloads so far.
How do I install Shopify Niche Finder?
Run "/install shopify-niche-finder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shopify Niche Finder free?
Yes, Shopify Niche Finder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shopify Niche Finder support?
Shopify Niche Finder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shopify Niche Finder?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.0.
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