qa-ai-output-critique
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Description
对AI生成的测试用例进行八维评审（完整性、正确性、可执行性、风险覆盖、规范性、一致性、追溯性、冗余度），是AI生成用例后的第一个质量门禁。当AI刚刚生成了一大批测试用例、你需要确保这些用例真的有价值而不是"看起来不错"时，应当使用此技能。不要假设AI输出的都是对的——AI经常生成语义正确但实际操作不了的用例。每个维度评分低于7分的必须标注问题并使用MISSING/WRONG/VAGUE等规范格式标记。无上游场景树/风险清单时降级为六维评审（跳过追溯性、简化完整性）。 触发场景：检查一下输出、评审用例质量、验证完整性、这个用例对吗、自动检查时。 Use when the user asks about: critiquing AI-generated test cases across completeness, correctness, executability, risk coverage, conformance, consistency, traceability, and redundancy.
Install qa-ai-output-critique
Run this in your OpenClaw agent to add qa-ai-output-critique from the ClawHub registry.
openclaw skills install qa-ai-output-critiqueRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
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Frequently asked questions
Is qa-ai-output-critique safe to install?
qa-ai-output-critique has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does qa-ai-output-critique cost?
qa-ai-output-critique is free to install for OpenClaw via ClawHub.
What are the best alternatives to qa-ai-output-critique?
You can compare qa-ai-output-critique side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install qa-ai-output-critique?
Install qa-ai-output-critique from ClawHub at clawhub.ai/skills/qa-ai-output-critique, or use the install action on this page to copy the command for your OpenClaw agent.
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