Analyze prose for AI patterns and improve rhythm, voice, and commitment.
npx skills add https://github.com/leegonzales/AISkills --skill prose-polish
Please help me install this Agent Skill. Skill: prose-polish Source: https://github.com/leegonzales/AISkills/tree/main/ProsePolish/prose-polish Command: npx skills add https://github.com/leegonzales/AISkills --skill prose-polish
AI-generated text often lacks human nuance, commitment, and voice, leading to generic, unengaging content. This Skill helps writers and content creators identify and fix these "AI tells," ensuring their prose is professional, authentic, and impactful, while also teaching principles to prevent such issues from the start.
Analyze the attached document 'marketing_email_draft.md' for AI patterns and suggest improvements.
High-intent search queries and answers about installing and using this skill.
AI pattern detection analyzes text for structural and rhetorical tells—uniform sentence length, hedge stacking, corporate jargon—and scores them across lexical, structural, and voice dimensions to flag generic or unengaging prose in marketing, academic, or business content.
Authentic prose requires rhythm variation, committed voice, and specific details instead of hedges. This Skill applies multi-layer craft analysis to identify weak commitment and generic word choice, then remediates sections to restore human nuance and engagement across technical, business, and creative writing.
Yes. Submit your draft for analysis to receive a diagnostic report identifying AI tells and craft weaknesses, then apply targeted remediation suggestions to refine rhythm, voice, and commitment before publishing marketing emails, blog posts, or other content.
Prevention starts with understanding craft principles—sentence rhythm, rhetorical commitment, and authentic voice. This Skill teaches those principles through analysis of your own drafts, showing which patterns create generic prose so you avoid them from the start.
This Skill applies to technical documentation, business prose, academic writing, and creative content. It handles any text where you need to detect AI influence, refine voice consistency, eliminate clichés, or ensure professional authenticity across disciplines.
Both. The Skill provides scored diagnostics identifying specific AI patterns and craft weaknesses, then applies targeted fixes that rewrite sections to improve persuasiveness and authenticity—saving manual editing time while teaching underlying principles.
ROYCE-8425Analyze writing samples to create a structured brand voice profile.
railwayappWrite, edit, and review Railway platform documentation following a strict style guide.
chekosReview written content line-by-line against Every's style guide.
infinitegameplayerIdentify and remove AI writing tells from long-form manuscript drafts.
