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

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
maintainer
benchflow-ai
আপডেট হয়েছে 1/23/2026
স্টার
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ফর্ক
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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.

ইনস্টলেশন
$ install --globalskills.sh
ব্যবহার

ইনস্টল করার পর, টার্মিনালে নিচের কমান্ড চালিয়ে আপনি এই স্কিল ব্যবহার করতে পারবেন:

skills use manufacturing-failure-reason-codebook-normalization