distillation-adversarial-verify
by community
Use this page as a decision snapshot for distillation-adversarial-verify: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
跨模型蒸馏工程化的对抗验证环：对蒸馏出的关键决策规则 / 学生技能做反例测试，量化"学到了真能力 还是只学到表面话术"。给定一组规则(可调用函数或规则 dict)与对抗用例集，输出每条规则的健壮性 评分与整体蒸馏质量分，并标记需回炉的规则。纯标准库、零依赖、可本地实跑(--selftest 自带样例)。
Install distillation-adversarial-verify
Run this in your OpenClaw agent to add distillation-adversarial-verify from the ClawHub registry.
openclaw skills install distillation-adversarial-verifyRequires 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 distillation-adversarial-verify safe to install?
distillation-adversarial-verify 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 distillation-adversarial-verify cost?
distillation-adversarial-verify is free to install for OpenClaw via ClawHub.
What are the best alternatives to distillation-adversarial-verify?
You can compare distillation-adversarial-verify side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install distillation-adversarial-verify?
Install distillation-adversarial-verify from ClawHub at clawhub.ai/skills/distillation-adversarial-verify, 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
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