Evidence Cleaner
by community
Use this page as a decision snapshot for Evidence Cleaner: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
LLM通用证据清洗技能。将原始搜索结果、网页片段、OCR残片等原始材料清洗为可用证据，减少脏输入、伪实体、重复片段和错域材料对后续判断的污染。在搜索结果返回后、进入freshness判定或叙事生成前使用。触发条件：搜索结果质量差、证据量大但信噪比低、需要标准化证据格式。
Install Evidence Cleaner
Run this in your OpenClaw agent to add Evidence Cleaner from the ClawHub registry.
openclaw skills install evidence-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 Evidence Cleaner safe to install?
Evidence Cleaner 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 Evidence Cleaner cost?
Evidence Cleaner is free to install for OpenClaw via ClawHub.
What are the best alternatives to Evidence Cleaner?
You can compare Evidence 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 Evidence Cleaner?
Install Evidence Cleaner from ClawHub at clawhub.ai/skills/evidence-cleaner, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
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