ai-eval-toolkitLLM 评测工具链（可运行实现）——把评测方法论变成能直接跑的本地引擎：评测集管理（JSONL 建集/质量检查/规模统计）、幻觉检测引擎（数字一致性/引用校验/否定矛盾/关键论断互证四类规则检测）、RAG 指标计算（RAGAS 四指标的本地简化实现：忠实度/答案相关性/上下文精度/上下文召回）、回归对比（基线 vs 新结果差异判定）、报告生成与上线门禁（分场景得分/门禁判定/报告输出）。零依赖纯标准库，本地闭环不联网。与「LLM 质量评测」（方法论）互补——那个讲怎么做，这个给能跑的实现。面向 AI 工程师、测试与质量负责人。
Install via ClawdBot CLI:
clawdbot install zhaoxinghua09-cell/ai-eval-toolkitGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/user/zhaoxinghua09-cellAudited Sep 11, 2026 · audit v1.0
Usage Guide
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Scored Sep 11, 2026
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