A 9-dimensional automated quality inspection engine covering input validation, tool calls, output format, boundary conditions, testability, anti-patterns, Prompt quality, multi-language support, and dependency chains. Input a Skill command, and output a ✓/✗ judgment + evidence + repair code, supporting 3 rounds of automatic repair. Suitable for quality gate scenarios such as Skill creation, code review, and process design.