8-dimension framework

Knowledge Delta assessment

120-point scoring system

A-grade target

Expert vs redundant classification

Missing expert knowledge

Specification compliance check

Progressive disclosure evaluation

Numerical scoring breakdown

Mindset principles

Self-audit awareness

Actionable recommendations

Audit script execution

JSON output format

Baseline comparison

Directory structure organization

NEVER skip baseline rule

Score threshold application

Grade assignment

Trend analysis

PR workflow consideration

Skill artifact validation

Consistency checks

Reproducible audit process

Executive summary format

Critical issues table

Phase-based organization

Remediation script usage

Schema validation

NEVER validation rule

Specific file modifications

Success criteria metrics

T-shirt sizing effort

Code block escaping

Honest quality rating

NEVER statements

WHY explanations

Concrete examples

Side-by-side comparisons

Consequence descriptions

Strong language usage

Real-world scenarios

Security vulnerability focus

Anti-pattern organization

Similarity percentage calculation

20% threshold application

35% critical threshold

Text similarity analysis

NEVER aggregate low-similarity

Domain fit evaluation

Consolidation recommendations

Pairwise comparison

Structural analysis