argument-auditor

Audit academic argument units for logical flaws using Toulmin-based extraction.

Updated Apr 17, 2026
One-click install
npx skills add https://github.com/RenJW418/RenJW-Research_skill --skill argument-auditor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: argument-auditor
Source: https://github.com/RenJW418/RenJW-Research_skill/tree/main/argument-auditor
Command: npx skills add https://github.com/RenJW418/RenJW-Research_skill --skill argument-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps you detect and fix weak academic reasoning by analyzing whether each claim is properly supported by evidence and an explicit, valid inference chain.

Core Features & Use Cases

  • Toulmin Model Argument Extraction: Converts a user-provided argument unit (paragraph/section/chapter) into Toulmin components such as claim, data, warrant, backing, qualifier, and rebuttal.
  • Seven-Category Logic Diagnosis: Checks for unclear claims, insufficient evidence, logical gaps, circular reasoning, overgeneralization, straw man arguments, and irrelevant citations.
  • Multi-Paragraph Progress Review: When given multiple paragraphs, evaluates whether their relationships (parallel/recursive/procedural/turning/summing) actually support the section-level thesis.

Quick Start

Ask the AI to audit the logic of your paragraph by running the argument-auditor skill on the text you paste as a single argument unit.

Frequently Asked Questions about argument-auditor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check my academic writing for logical gaps in the argument?

To check academic writing for logical gaps, paste your paragraph or section as a single argument unit. The system audits the claim-evidence-inference chain using the Toulmin model to identify unsupported claims and missing warrants, producing targeted fix suggestions.

What is the Toulmin model and how does it apply to research criticism?

The Toulmin model extracts academic arguments into claim, data, warrant, backing, qualifier, and rebuttal components. Applying it to research criticism reveals whether your evidence explicitly supports the stated thesis through valid inferences.

Can I audit multiple paragraphs to see if they support my section thesis?

Yes, you can audit multiple paragraphs. The system evaluates whether their relationships, such as parallel, recursive, procedural, turning, or summing, actually support the section-level thesis by checking the multi-paragraph argument progression.

Does this argumentation checker identify irrelevant citations and circular reasoning?

Yes, the argumentation checker identifies irrelevant citations and circular reasoning. It diagnoses text across seven categories including unclear claims, insufficient evidence, logical gaps, overgeneralization, and straw man arguments.

Will the logic review fix my citation formatting and language grammar?

No, the logic review explicitly filters out citation formatting and language grammar concerns. It focuses exclusively on academic reasoning, evidence sufficiency, and the validity of the inference chain.

What is the best way to review a theoretical framework for overgeneralization?

The best way to review a theoretical framework for overgeneralization is to run a logic diagnosis on the text. The system checks for overgeneralization, straw man arguments, and circular reasoning within academic argument units.