argument-expression

Transforms hypotheses into structured academic arguments using Toulmin, CARS, and IMRaD frameworks.

6|1|Updated May 11, 2026
One-click install
npx skills add https://github.com/yakeworld/Synthos --skill argument-expression-yakeworld
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: argument-expression
Source: https://github.com/yakeworld/Synthos/tree/main/skills/core/argument-expression
Command: npx skills add https://github.com/yakeworld/Synthos --skill argument-expression-yakeworld

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Turning research hypotheses into rigorous, publication-ready academic arguments is slow and error-prone: claims often lack evidence chains, introductions miss the research-gap narrative, and IMRaD sections leak content across boundaries. This Skill converts hypotheses and extracted evidence into structured argument chains and paper section drafts with built-in quality gates. ## Core Features & Use Cases - Toulmin Argument Chains: Builds complete six-element arguments (claim, data, warrant, backing, qualifier, rebuttal) for each core hypothesis, with strict rules against fabricated evidence. - CARS Introduction Drafting: Generates introductions following Swales' Create-a-Research-Space three-move model, plus Hyland discipline-appropriate rhetoric strategies. - IMRaD Validation & Quality Gates: Checks section structure integrity, classifies citation functions (support/contrast/gap/method), and applies a six-axis literature review quality score with anti-inflation rules. - Use Case: Given two hypotheses about eye-tracking biomarkers for ADHD plus supporting papers, produce an arguments.json with full Toulmin structures, a CARS-based introduction draft, and an IMRaD validation report flagging any cross-section content violations. ## Quick Start Ask the agent to expand your hypotheses and extracted evidence into a structured academic argument with Toulmin chains, a CARS introduction draft, and an IMRaD validation report.

Frequently Asked Questions about argument-expression

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

FAQPage Schema
How do I turn research hypotheses into a structured academic argument?

Provide hypotheses from hypothesis-generation plus evidence from knowledge-extraction, and the skill builds a full Toulmin chain (claim, data, warrant, backing, qualifier, rebuttal) per core claim. It outputs arguments.json, an introduction draft, and an IMRaD validation report.

What is the Toulmin model used for in academic writing?

The Toulmin model decomposes an argument into six elements: claim, data, warrant, backing, qualifier, and rebuttal. It ensures every claim has explicit evidence, a stated reasoning link, scope qualifiers, and acknowledged counterconditions.

How does the CARS model structure a paper introduction?

CARS (Create a Research Space) uses three moves: establish the territory with key citations, establish a niche by identifying a specific research gap, and occupy the niche by stating your objective and contributions. The skill generates introductions following this sequence.

Can this skill generate hypotheses or verify arguments?

No. Its boundary is strictly argument construction: hypothesis generation belongs to the hypothesis-generation atom, and independent verification belongs to viewpoint-verification. It only expresses and self-checks arguments built from upstream inputs.

What happens when the input hypothesis list is empty?

The skill returns a structured MISSING_HYPOTHESES error instead of crashing, as defined in its golden test case. At least one hypothesis with non-empty text is required to produce argument output.

How is literature review quality scored before output?

A six-axis gate scores coverage, relevance, critical analysis, positioning, organization, and citation rigor from 0-100 with anti-inflation rules. Scores of 55 or above pass directly, 40-54 are flagged with improvements, and below 40 are marked for rewrite.