AUTOMATED EVALUATION · EVIDENCE ATTACHED
SkillHub automatically evaluates Claude Code skills across security, quality and hygiene — and shows the concrete check verdicts behind every letter, so trust is auditable, not magic.
HOW WE GRADE
A deterministic pre-check layer gathers facts — file counts, frontmatter, flagged patterns — then a model evaluation grades each dimension against the rubric. The overall grade is simply the worst graded dimension, so one letter can never hide another.
Not evaluated is not a bad grade. A dash means missing data — it is never colored red or green.
F means rejected. Usually a critical security finding; it is information, not punishment.