reviewing-prose

Detect and rewrite formulaic patterns in prose drafts.

1|Updated Jan 6, 2026
One-click install
npx skills add https://github.com/outcomeeng/claude --skill reviewing-prose
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reviewing-prose
Source: https://github.com/outcomeeng/claude/tree/main/plugins/prose/skills/reviewing-prose
Command: npx skills add https://github.com/outcomeeng/claude --skill reviewing-prose

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Prose often carries machine-like, formulaic patterns that undermine clarity and engagement. This Skill detects and fixes such patterns, flagging violations and guiding concrete rewrites to improve writing quality.

Core Features & Use Cases

  • Detects and flags formulaic patterns from the reference catalog to improve authenticity.
  • Provides concrete rewrites and guidance for different tones and styles.
  • Applicable to editing, reviewing, and enhancing prose in blog posts, reports, and technical docs.

Quick Start

Provide a rewrite of the given paragraph that removes all detected patterns.

Frequently Asked Questions about reviewing-prose

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

FAQPage Schema
How do I identify and fix formulaic patterns in machine-generated prose?

To fix formulaic prose, you can review the text against a patterns catalog to flag machine-like structures and generate concrete rewrite suggestions for each violation, improving overall writing quality.

What is the best way to rewrite machine-like text for technical documents?

The best way to rewrite machine-like text is to detect formulaic patterns specific to technical writing and apply targeted rewrites that enhance authenticity and clarity without losing technical accuracy.

Can I review marketing drafts for writing quality and get rewrite suggestions?

Yes, you can review marketing drafts for writing quality by identifying formulaic patterns and generating concrete, tone-appropriate rewrite suggestions to improve audience engagement.

Does editing formulaic prose require a specific patterns catalog?

Editing formulaic prose relies on referencing a patterns catalog to accurately detect machine-like structures, ensuring that every violation receives a targeted and concrete rewrite suggestion.

When should I use a prose reviewing tool for rewriting content?

You should use a prose reviewing tool when drafts in marketing, technical, or educational contexts contain machine-like, formulaic patterns that undermine clarity and require concrete rewrites to improve authenticity.