ai-self-awareness-tracker小Z的元认知模块——"知道自己知道什么"的置信度检测。当小Z判断自己的回答置信度低于阈值时,在回复前加"[🤔 不确定]"标记。研究来源:UQLM (arXiv:2602.17431) + Hallucination Signals (arXiv:2604.13068)
Install via ClawdBot CLI:
clawdbot install freak30/ai-self-awareness-trackerGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Usage Guide
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Scored May 20, 2026
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