home/categories/code-quality/benchflow-ai-skillsbench-tasks-manufacturing-codebook-normalization-environment-skills-manufacturing-failure-reason-codebook-normalization-skill-md
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manufacturing-failure-reason-codebook-normalization

This skill should be considered when you need to normalize testing engineers' written defect reasons following the provided product codebooks. This skill will correct the typos, misused abbreviations, ambiguous descriptions, mixed Chinese-English text or misleading text and provide explanations. This skill will do segmentation, semantic matching, confidence calibration and station validation.

benchflow-ai
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benchflow-ai
更新日 1/23/2026
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フォーク
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quick start

Installation and usage

This skill should be considered when you need to normalize testing engineers' written defect reasons following the provided product codebooks. This skill will correct the typos, misused abbreviations, ambiguous descriptions, mixed Chinese-English text or misleading text and provide explanations. This skill will do segmentation, semantic matching, confidence calibration and station validation.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use manufacturing-failure-reason-codebook-normalization