content-quality-evaluatorlisted

# Content Quality Evaluator ## Purpose This skill acts as a strict quality gatekeeper for content, evaluating articles against industry-standard criteria before publication. It produces a detailed scorecard with pass/fail determination and actionable feedback for AI or human correction. **Use this skill when**: - Reviewing AI-generated content before publication - Evaluating blog posts, articles, or long-form content - Ensuring consistent quality standards across all published content - Auditing existing content for improvement opportunities ## Quick Reference ### Evaluation Categories (26 Criteria) | Category | Weight | Focus | |----------|--------|-------| | Credibility & Trust | 25% | E-E-A-T signals, sources, accuracy, link quality, **fact verification** | | Content Value | 25% | Originality, completeness, utility | | Structure & Readability | 20% | Organization, formatting, headings | | Writing Quality | 20% | Grammar, tone, engagement, **AI writing patterns** | | Optimization | 10% | Keywords, meta elements | | Ethics & Compliance | Gate | Originality, legal, brand voice, **client guardrails, proof compliance** | ### Decision Thresholds | Result | Score | Action | |--------|-------|--------| | **PASS** | ≥80% (3.2/4.0) | Proceed to publish | | **CONDITIONAL** | 70-79% | Revise or editor override | | **FAIL** | <70% | Must revise (AI or manual) | **Note**: Gate failures (Ethics & Compliance) result in immediate FAIL regardless of other scores. ## Usage Patterns