Content Reviewer

This skill evaluates marketing content drafts against structured quality rubrics. It doesn't line-edit or fix grammar. It assesses whether a piece works at the structural, narrative, and strategic level — and gives actionable feedback to make it stronger.

When to use this skill

• Someone asks you to review, evaluate, or critique a draft
• Someone pastes content and asks "how does this look?" or "is this ready to publish?"
• Someone wants feedback on a blog post, white paper, article, or tutorial
• Someone asks "what would make this better?"
• After using the brand-voice-writer skill to create content, as a quality check

Three rubrics, three content types

Tiger Data's blog content falls into three modes. Each has its own evaluation rubric because they're trying to do fundamentally different things:

Systems Mode (white papers, architectural posts): The goal is to build credibility and shape how people think about a category. The rubric evaluates thesis strength, narrative momentum, category framing, technical authority, selectivity, whether the conclusion feels earned, and memorability. Think: "Would a senior engineer share this?"

Builder Mode (educational posts, tutorials): The goal is to help a developer learn something and take action. The rubric evaluates outcome clarity, practical utility, step-by-step flow, concrete examples, theory discipline, CTA alignment, and builder confidence. Think: "Could someone actually build something after reading this?"