home/categories/knowledge-base/zimoliao-scholaraio-claude-skills-audit-skill-md
knowledge-basedocumentation

audit

Audit paper data quality in the knowledge base. Checks for missing fields, filename issues, DOI duplicates, title mismatches, and more. Supports LLM-based deep diagnosis for title mismatches and automated repair. Use when the user wants to check data quality, find problems, or fix metadata issues.

ZimoLiao
maintainer
ZimoLiao
更新於 2026/3/18
星標
328
分支
44
quick start

Installation and usage

Audit paper data quality in the knowledge base. Checks for missing fields, filename issues, DOI duplicates, title mismatches, and more. Supports LLM-based deep diagnosis for title mismatches and automated repair. Use when the user wants to check data quality, find problems, or fix metadata issues.

安裝
$ install --globalskills.sh
使用

安裝後,您可以透過在終端機執行以下指令來使用此技能:

skills use audit