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alicloud-ai-multimodal-qvq

Perform visual reasoning with Alibaba Cloud Model Studio QVQ models.

396|34|Updated Jan 31, 2026
Search Tags:#multimodal#image understanding#chart analysis#Alibaba Cloud#visual reasoning#QVQ
One-click install
npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: alicloud-ai-multimodal-qvq
Source: https://github.com/cinience/alicloud-skills/tree/main/skills/ai/multimodal/alicloud-ai-multimodal-qvq
Command: npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for advanced visual reasoning capabilities, enabling AI to understand and interpret complex visual information like charts and diagrams.

Core Features & Use Cases

  • Mathematical Reasoning from Screenshots: Solve math problems presented visually.
  • Chart and Diagram Analysis: Interpret trends and data from graphs and flowcharts.
  • Visually Grounded Problem Solving: Tackle complex issues that require understanding visual evidence.
  • Use Case: Upload a screenshot of a financial chart and ask the AI to explain the depicted trends and predict future movements.

Quick Start

Use the alicloud-ai-multimodal-qvq skill to prepare a request for visual reasoning on Alibaba Cloud.

Frequently Asked Questions about alicloud-ai-multimodal-qvq

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze charts and diagrams using multimodal visual reasoning?▼

Analyze charts and diagrams by sending image inputs to multimodal visual reasoning models. This Skill enables step-by-step image interpretation and visually grounded problem-solving using Alibaba Cloud QVQ models like qvq-plus and qvq-max.

Does Alibaba Cloud Model Studio support multi-step visual problem solving?▼

Alibaba Cloud Model Studio supports multi-step visual problem solving through the QVQ model family. You can leverage qvq-plus and qvq-max for mathematical reasoning, diagram analysis, and interpreting complex visual evidence.

What is the difference between qvq-plus and qvq-max for image interpretation?▼

Qvq-plus and qvq-max are model options for image interpretation within Alibaba Cloud Model Studio. Selecting between them allows you to scale visual reasoning capabilities for tasks ranging from chart analysis to complex mathematical reasoning from screenshots.

How do I prepare a request for visual reasoning on Alibaba Cloud?▼

Prepare a request for visual reasoning on Alibaba Cloud by utilizing this Skill to structure your multimodal inputs. It configures the interaction to process images and execute visually grounded problem-solving tasks effectively.

What are the limitations of using QVQ models for chart analysis?▼

Limitations of using QVQ models for chart analysis depend on the visual clarity and data density of the provided image. The Skill focuses on interpreting visual evidence, so extremely low-resolution or ambiguous screenshots may reduce reasoning accuracy.

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