cinience avatar

Alicloud Ai Multimodal Qvq Test

This is a minimal test harness for validating Alibaba Cloud's QVQ multimodal AI models, which handle visual reasoning tasks. It's not a production tool but rather a developer utility that confirms the main QVQ skill is set up correctly with the right models and payload structure. You run a Python script that generates a sample request JSON, basically a sanity check before you start building with the actual multimodal skill. If you're integrating AliCloud's vision models into Claude workflows, this gives you a quick way to verify everything's wired up. It's passed security audits from three providers and has seen modest adoption at 120 installs, though as pure test infrastructure that's probably appropriate.

skills.sh installs
120
GitHub stars
397
last updated
Aug 21, 2026

Install

$ npx -y skills add cinience/alicloud-skills --skill alicloud-ai-multimodal-qvq-test --agent claude-code

Installs into .claude/skills of the current project.

Files

This is a minimal test harness for validating Alibaba Cloud's QVQ multimodal AI models, which handle visual reasoning tasks. It's not a production tool but rather a developer utility that confirms the main QVQ skill is set up correctly with the right models and payload structure. You run a Python script that generates a sample request JSON, basically a sanity check before you start building with the actual multimodal skill. If you're integrating AliCloud's vision models into Claude workflows, this gives you a quick way to verify everything's wired up. It's passed security audits from three providers and has seen modest adoption at 120 installs, though as pure test infrastructure that's probably appropriate.

Browse the repository on GitHub

Sponsors

Details

Repository
github.com/cinience/alicloud-skills
Categories
Testing & QA, AI & Agent Building, Design & UI/UX
First seen
Jun 3, 2026

More from cinience/alicloud-skills

All 133
1cinience avataralicloud-ai-multimodal-qwen-omni-testcinience/alicloud-skillsMinimal multimodal omni smoke test for Model Studio Qwen Omni.119skills.sh installs
2cinience avataralicloud-ai-search-rerank-testcinience/alicloud-skillsMinimal rerank smoke test for Model Studio rerank models.119skills.sh installs
3aden-hive avatartest-reportingaden-hive/hiveMulti-Agent Harness for Production AI0skills.sh installs
4agentworkforce avatarbrowser-testing-with-screenshotsagentworkforce/relayThis wraps the browser-tools CLI suite from agent-tools into a visual testing workflow.0skills.sh installs
5callstackincubator avatarreact-native-testingcallstackincubator/agent-skills>0skills.sh installs
6davila7 avatarSQLMap Database Penetration Testingdavila7/claude-code-templatesThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "0skills.sh installs