Critical Questioning and Deep Inquiry

Problem to Solve

When reading articles, policy texts, technical discussions, or marketing claims, readers often accept the author's conclusion as default. They may miss ambiguous terms, hidden assumptions, weak evidence, and misleading statistics. Critical Questioning and Deep Inquiry turns the critical-thinking framework from Asking Questions into an executable review process. It does not replace fact-checking tools; it helps a reader separate claims from evidence, identify missing information, and form a judgment before agreeing.

How It Works

The skill interrogates the input step by step. It extracts the issue, conclusion, and reasons; flags unclear or overloaded terms; separates value-based assumptions from descriptive assumptions; checks for fallacies such as ad hominem, slippery slope, equivocation, and circular reasoning; evaluates evidence types, data sources, sample bias, and alternative explanations; and finally proposes conditional alternatives instead of a binary answer. The output can include self-checks, argument mapping, logic checks, evidence review, and independent judgment, which is useful for turning a long text into a structured critique.

Scope and Limits

It is best suited for analyzing articles, opinions, files, interviews, or summaries. It does not replace professional fact-checking, legal advice, or medical judgment. If the source lacks evidence, data provenance, or counterarguments, the skill can flag the gap but cannot invent missing facts. For emotional, highly political, or domain-specific material, conclusions should still be checked against primary sources and expert evidence.