prose-technical-mechanics

Analyzes and edits prose using diction, syntax, rhythm, and argumentation mechanics.

1|Updated Aug 10, 2026
One-click install
npx skills add https://github.com/TheViziusGroup/vibe-engineering-skills --skill prose-technical-mechanics-theviziusgroup
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prose-technical-mechanics
Source: https://github.com/TheViziusGroup/vibe-engineering-skills/tree/main/plugins/writing-craft/skills/prose-technical-mechanics
Command: npx skills add https://github.com/TheViziusGroup/vibe-engineering-skills --skill prose-technical-mechanics-theviziusgroup

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Writers and editors often sense that a passage is weak but cannot name why. This Skill explains the specific mechanical causes behind prose effects — word register, sentence stress positions, rhythm, punctuation logic, and argument structure — so revisions are grounded in technique rather than vague taste. ## Core Features & Use Cases - Diction Analysis: Diagnose Anglo-Saxon vs. Latinate word choice, connotation, register, specificity, and phonesthetic texture (plosives, fricatives, liquids, nasals). - Sentence Mechanics: Apply the Gopen-Swan topic/stress model, cumulative vs. periodic structures, parallelism, and transition logic to control emphasis and rhythm. - Argument Architecture: Structure paragraphs and essays using Toulmin's claim-data-warrant model, classical arrangement, and steel-manned counterargument. - Use Case: Paste a draft paragraph and ask why it feels flat; the Skill identifies that new information is buried mid-sentence instead of in the stress position and that Latinate abstractions replace concrete nouns, then rewrites it accordingly. ## Quick Start Ask the AI to analyze this paragraph's word choice, sentence rhythm, and emphasis using prose mechanics and suggest a revision.

Frequently Asked Questions about prose-technical-mechanics

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

FAQPage Schema
How do I improve sentence emphasis in my writing?

Place new or important information at the end of the sentence, the stress position identified by Gopen and Swan, and put known information at the start to link backward. Reordering clauses so the key idea lands at syntactic closure is the single highest-impact edit.

What is the difference between Anglo-Saxon and Latinate diction?

Anglo-Saxon words are short, concrete, and emotionally immediate (kill, break, blood), while Latinate words are longer, abstract, and authoritative (terminate, fraternity). Choosing between them controls whether prose feels intimate or distant.

When should I use a periodic sentence instead of a cumulative one?

Use a periodic sentence, which delays the main clause to the end, when you want suspense and a sense of arrival. Use a cumulative sentence, which opens with the main clause and adds modifiers, when you want thought to feel like it is unfolding in real time.

How do I handle counterarguments without weakening my essay?

Present the strongest version of the opposing view (a steel man, not a straw man), concede what is true with signals like admittedly or to be sure, then pivot with a yes-but turn. Stating your warrant explicitly also prevents readers from rejecting unstated assumptions.

What are the limitations of mechanical prose analysis?

Mechanical analysis explains how effects are produced but cannot dictate taste or genre conventions. Orwell's own sixth rule applies: break any mechanical rule rather than write something barbarous, so judgment still governs when to deviate.