Resume Critic

When to Use This Skill

Use this skill as Phase 6 — the final quality gate — after ATS validation and before PDF generation. If any dimension scores below its target, the pipeline loops back to the Humanizer with specific rewrite instructions.

Trigger phrases: "review my resume", "final check", "quality gate", "score my resume", "audit report", "is this ready to send"

Core Principle

The resume does not ship until all 10 dimensions pass. The Critic is not advisory — it controls whether the pipeline outputs a final PDF or loops back for revision. One failing dimension triggers a targeted rewrite, not a full regeneration.

10-Dimension Scorecard