psych-questionnaire-cleaner
by community
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Description
Clean, score, and audit psychology questionnaire or survey datasets with reproducible rules, participant-level quality flags, privacy protection, Chinese-language outputs, and traceable reports. Use for 心理学问卷、量表、调查数据的缺失值、异常编码、重复记录、作答质量、反向计分和分量表清洗；do not use to diagnose participants or invent an inst
Install psych-questionnaire-cleaner
Run this in your OpenClaw agent to add psych-questionnaire-cleaner from the ClawHub registry.
openclaw skills install psych-questionnaire-cleanerRequires 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 psych-questionnaire-cleaner safe to install?
psych-questionnaire-cleaner has a SkillsReview security score of 81/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does psych-questionnaire-cleaner cost?
psych-questionnaire-cleaner is free to install for OpenClaw via ClawHub.
What are the best alternatives to psych-questionnaire-cleaner?
You can compare psych-questionnaire-cleaner side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install psych-questionnaire-cleaner?
Install psych-questionnaire-cleaner from ClawHub at clawhub.ai/skills/psych-questionnaire-cleaner, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
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