argument-auditor

Academic writing logical gaps and insufficient evidence are detected by extracting a Toulmin-style claim-evidence-reasoning model and running structured diagnostic checks for missing warrants, unsupported claims, and circular reasoning, yielding prioritized fix guidance.

The Toulmin model is an argument-structure framework decomposing text into claim, evidence, warrant, backing, qualifier, and rebuttal, enabling the Skill to audit academic writing for unclear claims, logical leaps, and overgeneralization.

Fix weak arguments and unsupported claims by applying structured diagnostic checks to extract Toulmin components, detecting defects like straw-man reasoning and irrelevant citations, and following the outcome-focused prioritized modification list.

Yes, you can audit an entire research chapter for multi-paragraph logical progression by evaluating whether paragraphs relate as parallel, progressive, contrast, or summarizing structures, ensuring the section builds toward the stated thesis.

Yes, this argument analysis tool detects circular reasoning and overgeneralization alongside unclear claims, insufficient evidence, logical gaps, straw-man reasoning, and irrelevant citations through structured diagnostic checks.

The Toulmin model for citation checking focuses on detecting rhetorical misuse and irrelevant citations within argument structure, but does not verify citation formatting accuracy or external source validity beyond logical relevance.