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Amazon Niche Finder

Name: Amazon Niche Finder
Author: nexscope

作者 nexscope-ai · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

113

总下载

当前安装

版本数

在 OpenClaw 中安装

/install amazon-niche-finder-skill

功能描述

Discover profitable Amazon niches with low competition and high demand. Evaluates niche viability using demand indicators, competition metrics, profit margin...

使用说明 (SKILL.md)

Amazon Niche Finder 💎

Discover profitable Amazon niches with low competition and high demand. Evaluates niche viability using demand indicators, competition metrics, profit margins, and growth potential.

Supported platforms: Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Install

npx skills add nexscope-ai/eCommerce-Skills --skill amazon-niche-finder -g

Usage

Help me find a profitable niche on Amazon US. I have $5000 to invest and want at least 30% margins. No electronics or supplements.

Capabilities

Niche viability scoring (demand, competition, margins, barriers)
Sub-niche discovery from broad categories
Competition density assessment (reviews, ratings, brand presence)
Average revenue estimation per niche
Seasonal vs evergreen niche classification
Entry strategy recommendation per niche

How This Skill Works

Step 1: Collect information from the user's message — product, platform, current situation, and goals.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Research and analyze using the frameworks and methodology below.

Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.

Output Format

Start with a summary of findings
Include specific data points and benchmarks where available
Provide prioritized action items
Mark estimates with ⚠️ when based on incomplete data
End with concrete next steps

Other Skills

More e-commerce skills: nexscope-ai/eCommerce-Skills

Amazon-specific skills: nexscope-ai/Amazon-Skills

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

安全使用建议

Before installing or running this skill: (1) Do not run the provided npx command unless you trust the nexscope-ai package — npx will fetch and execute remote code. Verify the package source (GitHub/npm repo, maintainer, recent activity, and code) before running. (2) Ask the skill author how it obtains data for each supported platform and whether any API keys will be requested; require explicit declarations for any credentials. (3) If you must try it, run the installation in a sandbox or isolated environment and avoid supplying platform credentials until you confirm the package's safety. (4) Prefer skills whose registry entry includes an install spec and provenance (official repo/maintainer) or that operate purely on user-provided data.

功能分析

Type: OpenClaw Skill Name: amazon-niche-finder-skill Version: 1.0.0 The skill bundle contains standard metadata and operational instructions for an AI agent to perform e-commerce market research. There is no executable code provided, and the instructions in SKILL.md are strictly aligned with the stated purpose of niche discovery without any evidence of prompt injection, data exfiltration, or malicious intent.

能力评估

ℹ Purpose & Capability

Name, description, and declared capabilities (niche scoring, competition assessment, etc.) are consistent with an Amazon/commerce research tool. However, the SKILL.md lists many supported platforms (Shopify, WooCommerce, TikTok Shop, Etsy, etc.) but does not declare any credentials or explain how it will access platform-specific data, which is a notable omission.

⚠ Instruction Scope

The runtime instructions are high-level and allow the agent broad discretion to "research and analyze" without specifying permitted data sources or APIs. That open-ended phrasing can lead to the agent scraping or contacting arbitrary websites or requesting credentials. The follow-up question step is well-scoped, but the overall research step is vague and could cause unexpected data access.

⚠ Install Mechanism

Although the registry lists no install spec (instruction-only), the SKILL.md includes a user Install command using npx to add nexscope-ai/eCommerce-Skills globally. That command would pull and execute code from the npm ecosystem (or a GitHub/npm package) outside the registry's control — a potential source of arbitrary code execution if the package is untrusted. The registry should either provide a vetted install or explicitly document the source and trustworthiness of that package.

ℹ Credentials

The skill declares no required environment variables or credentials, which is consistent with an instruction-only tool that uses only public data. At the same time, because it advertises integration with many commerce platforms (which commonly require API keys), the absence of any declared credential requirements is ambiguous: deeper integrations would typically need platform-specific keys, but none are requested or described.

✓ Persistence & Privilege

The skill does not request always-on presence and uses default autonomous-invocation settings (normal for skills). There is no evidence it modifies other skills or writes persistent system-wide configuration.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install amazon-niche-finder-skill
安装完成后，直接呼叫该 Skill 的名称或使用 /amazon-niche-finder-skill 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of Amazon Niche Finder. - Identify profitable Amazon niches with low competition and high demand. - Analyze demand indicators, competition metrics, profit margins, and growth potential. - Supports multiple e-commerce platforms including Amazon, Shopify, Walmart, eBay, and more. - Provides niche viability scoring, sub-niche discovery, and actionable entry strategies. - Delivers structured recommendations with data points and prioritized next steps.

元数据

Slug amazon-niche-finder-skill

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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