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
업데이트됨 1/23/2026
스타
946
포크
244
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.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use manufacturing-failure-reason-codebook-normalization