anti-ai-polish

Rewrites fiction drafts to remove AI-style phrasing, template sentences, and explanatory narration.

751|136|Updated May 31, 2026
One-click install
npx skills add https://github.com/Mochocyang/QMAI --skill anti-ai-polish
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-ai-polish
Source: https://github.com/Mochocyang/QMAI/tree/main/skills/SkillHub/ZhengwenSkill/anti-ai-polish
Command: npx skills add https://github.com/Mochocyang/QMAI --skill anti-ai-polish

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated fiction often contains telltale artifacts: summary phrases like "this means", mechanical parallelism, characters explaining settings to the reader, emotion labels without action, and empty atmospheric sentences. This Skill revises prose to remove those patterns while preserving plot, character choices, foreshadowing, and emotional intensity.

Core Features & Use Cases

  • Prioritized Deletion Rules: Removes reader-summarizing phrases, generic elevation, setting-exposition dialogue, unsupported emotion labels, vague atmosphere sentences, and repeated restatements of the same idea.
  • Preservation Principles: Keeps plot events, character decisions, foreshadowing, and emotional intensity; compresses empty modifiers into concrete actions rather than cutting imagery by quota.
  • Use Case: After generating a chapter draft with an LLM, run this Skill to strip explanatory narration and template phrasing, producing clean prose that reads as human-written without inventing new plot content.

Quick Start

Revise this chapter draft to remove AI-style phrasing and explanatory narration while keeping all plot events and emotional beats intact.

Frequently Asked Questions about anti-ai-polish

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

FAQPage Schema
How do I remove AI-sounding phrases from fiction writing?

Apply deletion rules targeting summary phrases like "this means", mechanical parallelism, and emotion labels without supporting action. The revision compresses vague modifiers into concrete actions while keeping plot events and foreshadowing intact.

What makes AI-generated fiction sound robotic?

Common markers include explanatory narration that summarizes for the reader, characters explaining settings aloud, repeated restatements of the same mood, and empty atmosphere sentences. Removing these patterns while preserving concrete action produces more natural prose.

Does this rewriting change the plot or add new scenes?

No. The revision only deletes or compresses existing content; it never invents new plot developments, scenes, or camera angles. When a chapter lacks progression, existing action, dialogue, and psychology are interleaved rather than supplemented.

When should I not cut descriptive imagery from prose?

Keep effective imagery and details that pass three tests: emotional direction, deeper characterization, or support for later plot twists. Do not cut metaphors by quota; only remove decoration that fails these checks and is not setting or foreshadowing.

Can this handle short stories differently from novel chapters?

Yes. Short stories may retain subjective judgment sentences, with only empty statements lacking concrete targets removed. Novel chapters follow the full deletion priority list including repeated atmosphere and psychological restatements.