# Aliyun Qvq Test

> Minimal visual reasoning smoke test for Model Studio QVQ.

- Skill: `cinience/aliyun-qvq-test` (Agent Skill)
- Install (CLI): `npx skillmds@latest add cinience/aliyun-qvq-test`
- Raw SKILL.md: https://api.skillmd.com/api/skills/cinience/aliyun-qvq-test/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: cinience (https://skillmd.com/u/cinience)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/cinience/aliyun-qvq-test

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Category: test

# Minimal Viable Test

## Goals

- Validate that the QVQ skill includes the visual reasoning models and sample payload.

## Prerequisites

- Target skill: `skills/ai/multimodal/aliyun-qvq`

## Recommended check

```bash
python skills/ai/multimodal/aliyun-qvq/scripts/prepare_qvq_request.py \
  --output output/aliyun-qvq/request.json
```