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 extraction, visual attribute recognition, product image analysis, image classification, batch image analysis时触发此技能。即使用户未明确提及"图片分析"，只要其需求涉及从商品主图或附图中提取结构化信息，也应触发此技能。
Install via ClawdBot CLI:
clawdbot install linkfox-ai/linkfox-multimodal-extract-attributesGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://tool-gateway.linkfox.com/multimodal/extractPromptsFromMainImageCalls 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
Generated May 6, 2026
An online seller extracts dominant colors, materials, and styles from product images to optimize listing descriptions and search tags, improving visibility and conversion rates.
A brand manager analyzes competitor product images to identify common visual attributes and market trends, informing product design and marketing strategies.
A marketplace platform uses the skill to automatically classify products by visual features like shape and style, streamlining inventory management and search filters.
Content creators or graphic designers extract likely AI-generation prompts from reference images to quickly reproduce or adapt visual styles for new projects.
Offer a subscription-based service that integrates with e-commerce platforms to analyze product images and provide structured attribute data for listing optimization.
Provide an API endpoint for online marketplaces to automatically classify and tag products based on visual features, charging per image analysis.
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.
Scored Jul 22, 2026
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