gaia-editorial-prose

Analyze documents for seven prose dimensions and output a markdown findings report.

2|Updated Apr 15, 2026
One-click install
npx skills add https://github.com/gaiastudio-ai/gaia-public --skill gaia-editorial-prose
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gaia-editorial-prose
Source: https://github.com/gaiastudio-ai/gaia-public/tree/main/plugins/gaia/skills/gaia-editorial-prose
Command: npx skills add https://github.com/gaiastudio-ai/gaia-public --skill gaia-editorial-prose

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automated clinical copy-editing review that flags ambiguity, inconsistency, redundancy, jargon, passive voice, sentence complexity, and tone shifts in a document. It outputs a markdown findings report with per-finding severity levels and line references, plus suggested fixes.

Core Features & Use Cases

  • Prose-dimension analysis across seven categories to surface concrete issues
  • Structured findings report with severity (critical/major/minor/style) and exact line references
  • Editor-ready guidance with actionable fixes while preserving source content

Quick Start

Provide the target document path to analyze and receive a markdown findings report detailing each issue and recommended fixes.

Frequently Asked Questions about gaia-editorial-prose

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

FAQPage Schema
How do I flag prose issues like passive voice and jargon in a manuscript?

To flag prose issues like passive voice and jargon in a manuscript, use this Skill to analyze your document across seven prose dimensions and output a markdown findings report with severity levels, line references, and suggested fixes.

What is the best way to check document quality for tone shifts and sentence complexity?

Checking document quality for tone shifts and sentence complexity involves analyzing prose dimensions systematically. This Skill reads your target document, assesses clarity and tone consistency, and outputs editor-ready guidance with actionable fixes.

Can I get line references for ambiguity and redundancy issues during copy-editing?

Yes, you can get line references for ambiguity and redundancy issues during copy-editing. The Skill provides a structured markdown findings report detailing per-finding severity and exact line references alongside suggested fixes.

Does automated prose review work for content-quality assurance on long reports?

Automated prose review works for content-quality assurance on long reports by applying clinical copy-editing to flag inconsistency, jargon, and sentence complexity. It preserves source content while providing actionable, editor-ready fixes.

How do I start an editorial review to assess prose quality and consistency?

To start an editorial review and assess prose quality, simply provide the target document path to the Skill. It will read the document, analyze seven prose dimensions, and generate a markdown findings report.

What types of prose problems can a clinical copy-editing tool detect?

A clinical copy-editing tool can detect ambiguity, inconsistency, redundancy, jargon, passive voice, sentence complexity, and tone shifts. It categorizes each issue by severity to guide your editorial review process.