prose-mechanics

Analyzes and rewrites prose using named stylistic mechanisms from major English prose traditions.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Writing that sounds generic, flat, or recognizably AI-generated lacks the specific mechanical techniques that give prose its voice, rhythm, and force. This Skill provides a systematic framework of named prose mechanisms — from parataxis and hypotaxis to sentence stress positions and Anglo-Saxon versus Latinate diction — so you can diagnose, write, and edit prose in deliberate styles rather than by instinct. ## Core Features & Use Cases - Style taxonomy with mechanics: Covers nine major prose traditions (KJV biblical, Ciceronian periodic, Early Modern, Augustan, Victorian, Hemingway plain, Orwellian journalism, academic Latinate, Henry James) plus free indirect discourse, each defined by concrete syntactic and lexical mechanisms. - AI prose detection and correction: Identifies the statistical signature of LLM writing (excess vocabulary like "delve" and "tapestry", uniform sentence length, participial overuse, flattened emotional tone) and provides specific overrides. - Style-specific prompting guidance: Supplies ready-to-use directives for prompting AI models into particular styles, including the few-shot example principle for accurate voice replication. - Use Case: A technical writer notices their documentation reads as bland AI output. They use this Skill to identify nominalizations and uniform sentence lengths, then rewrite passages using stress-position principles and varied sentence rhythms. ## Quick Start Analyze this paragraph for AI-sounding prose and rewrite it in a plain Hemingway style with varied sentence lengths.

Frequently Asked Questions about prose-mechanics

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

FAQPage Schema
How do I make AI-generated writing sound less generic?

Scan for the documented AI tells: words like delve, tapestry, and nuanced, uniform 15-22 word sentences, overused em dashes, and intro-body-conclusion structure. Then force variation with sentences under 8 words and over 30, replace nominalizations with active verbs, and add concrete specific detail.

What is the difference between parataxis and hypotaxis in prose style?

Parataxis joins clauses with coordinating conjunctions like 'and', producing the staccato immediacy of biblical and Hemingway prose. Hypotaxis nests subordinate clauses and defers the main verb, producing the suspended, formal rhythm of Ciceronian, Jamesian, and academic prose.

How do I write in a specific author's style like Hemingway or Didion?

Name the style, supply a representative example passage, state explicit defaults to avoid, and give a positive directive. A prompt naming a style without an example produces a stereotype; continuing an actual passage in that voice produces far closer cadence.

Why does academic prose sound abstract and how do I fix it?

Academic prose overuses nominalizations, converting active verbs into abstract nouns like 'proliferation' or 'indication'. Diagnose each sentence by asking who is doing what to whom, then reanimate zombie nouns into verbs with concrete agents as subjects.

When should I use plain style versus periodic sentences?

Use plain paratactic style for immediacy, emotional impact, and democratic clarity, as in warnings, narrative action, and Orwellian political writing. Use periodic hypotactic sentences for suspense, irony, and formal authority, where the deferred main clause creates arrival and resolution.