📁 File & System Utils

Multimodal Extract Attributesv1.0.0

Name: Multimodal Extract Attributes
Author: linkfox-ai

linkfox-multimodal-extract-attributes

利用多模态AI分析商品主图，提取视觉特征和提示词。当用户提到分析产品图片、从商品图中提取视觉属性、识别产品Listing中的颜色/形状/材质/风格、反推图片提示词、批量视觉特征提取、将产品图信息转化为结构化数据、视觉属性统计、基于图片的商品分类、main image analysis, image feature...

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Installs (all time)

Installs (current)

Downloads

334

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CreatedApr 1, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install linkfox-ai/linkfox-multimodal-extract-attributes

Skill Package3 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B54/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation1/35

· 98 downloads (minimal demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (2 files)

Security Analysis

💙 Low Risk

UNKNOWN_DATA_SINKhigh

Sends data to undocumented external endpoint (potential exfiltration)

POST → https://tool-gateway.linkfox.com/multimodal/extractPromptsFromMainImage

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://skill.linkfox.com/

AI Analysis

The skill's external API calls (tool-gateway.linkfox.com) are consistent with its stated purpose of multimodal image analysis and appear to be the core service provider. While the endpoint is not on a pre-approved safe list, there is no evidence of credential harvesting, hidden instructions, obfuscation, or exfiltration beyond the functional data processing required for the service.

Audited Apr 16, 2026 · audit v1.0

💡

Usage Guide

Generated May 6, 2026

E-commerce sellersProduct managersMarket researchersContent creatorsGraphic designersbeginner

💡 Application Scenarios

E-commerce Product Listing OptimizationE-commerce

An online seller extracts dominant colors, materials, and styles from product images to optimize listing descriptions and search tags, improving visibility and conversion rates.

Competitive Visual AnalysisRetail / Market Research

A brand manager analyzes competitor product images to identify common visual attributes and market trends, informing product design and marketing strategies.

Automated Product CategorizationE-commerce Platforms

A marketplace platform uses the skill to automatically classify products by visual features like shape and style, streamlining inventory management and search filters.

AI Image Prompt Reverse EngineeringDigital Content / Advertising

Content creators or graphic designers extract likely AI-generation prompts from reference images to quickly reproduce or adapt visual styles for new projects.

💼 Business Models

SaaS Tool for E-commerce SellersMonthly or annual subscription fees per account, with tiered pricing based on volume of images analyzed.

Offer a subscription-based service that integrates with e-commerce platforms to analyze product images and provide structured attribute data for listing optimization.

API Service for MarketplacesPay-per-use pricing (e.g., $0.01 per image) with volume discounts for high-throughput clients.

Provide an API endpoint for online marketplaces to automatically classify and tag products based on visual features, charging per image analysis.

Consulting and Analytics ServiceProject-based fees or retainer contracts for ongoing competitive analysis and trend reporting.

Deliver custom visual attribute analysis reports for brands, combining the skill's output with expert insights to guide product development and marketing.

💬 Integration Tip

Ensure your product list contains valid image URLs and craft clear, dimension-specific prompts for accurate results. Start with single-attribute extraction to test the pipeline.