Qa Output Validation
by community
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Description
在最终输出前对测试用例做最后一轮防幻觉验证：事实核查（引用的需求ID是否存在）、一致性检查（用例之间是否矛盾）、可执行性验证（步骤是否能实际操作）、来源追溯（每个用例是否能追溯到具体需求）。当测试用例已经生成完毕、准备输出了，但你不确定AI有没有编造不存在的功能或需求时，应当使用此技能。这是整个工作流的最终质量守...
Install Qa Output Validation
Run this in your OpenClaw agent to add Qa Output Validation from the ClawHub registry.
openclaw skills install qa-output-validationRequires 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.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Frequently asked questions
Is Qa Output Validation safe to install?
Qa Output Validation 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 Output Validation cost?
Qa Output Validation is free to install for OpenClaw via ClawHub.
What are the best alternatives to Qa Output Validation?
You can compare Qa Output Validation 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 Output Validation?
Install Qa Output Validation from ClawHub at clawhub.ai/skills/qa-output-validation, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
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Timeline plus trend snapshots for security, reviews, and reputation tilt.
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