deep-reading-analyst

Critical thinking frameworks like SCQA, 5W2H, and inversion help you systematically examine arguments, identify logical flaws, and extract actionable insights from long-form content. This Skill guides you through selecting and applying 10+ frameworks based on your analysis depth—from quick 15-minute reviews to research-level 120+ minute deep dives—transforming surface-level reading into structured analytical outputs.

Cross-source comparison uses frameworks like systems thinking and mental models to synthesize insights across articles and papers. This Skill provides a structured workflow that applies your chosen frameworks to each source, then combines findings into a unified analysis, helping you identify patterns, contradictions, and actionable knowledge across documents.

Yes. This Skill includes first principles, mental models, systems thinking, and six thinking hats as part of its deep analysis tier. These frameworks break complex arguments into foundational components, reveal underlying assumptions, and map system-level relationships, producing study notes or learning summaries that transform reading into practical understanding.

Inversion and critical thinking frameworks expose logical gaps by asking counterarguments and examining assumptions. This Skill's decision-tree workflow guides you through selecting these frameworks based on your stated purpose, then systematically applies them to reveal unstated premises, circular reasoning, and argument weaknesses in your source material.

Quick analysis (15 minutes) uses SCQA and 5W2H for rapid insights; standard analysis adds critical thinking and inversion (30–60 minutes); deep research (120+ minutes) applies mental models, first principles, systems thinking, and six thinking hats for comprehensive understanding. Choose based on your reading purpose and available time.