Does this skill change the meaning of my text?

No, the Style Harmonizer is specifically constrained to modify only the surface-level style, cadence, and openers while keeping factual claims and citations intact.

Can it help with non-English text?

While optimized for English academic patterns, it targets universal 'generator' traits like repetitive sentence starters and can be triggered by terms like '去生成器味'.

When is the best time to run the Style Harmonizer?

It should be used as a final 'openers-last' pass after your section logic and argument chains are stable and verified.

What are 'Style Smells' in AI writing?

Style Smells are repetitive patterns like 'Two limitations stand out' or 'In addition' that signal mechanical generation and can make prose feel repetitive.

Does it support citations and academic formatting?

Yes, it is designed with a 'Guardrail' to never add, remove, or move citation keys, ensuring your paper's evidence anchoring remains solid.

Style Harmonizer

Name: Style Harmonizer
Author: WILLOSCAR

byWILLOSCAR

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163

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内容管理

Refines academic and technical prose by removing repetitive AI-generated phrasing and harmonizing tone across document sections.

Style Harmonizer is a specialized editing skill designed to polish research papers and technical documentation by identifying and removing subtle 'generator-voice' signals. It targets specific 'style smells' such as mechanical count-based openers, repetitive discourse stems, and generic introductory phrases that often appear in AI-assisted writing. By focusing on surface-level cadence and sentence structure without altering factual claims or citation keys, it ensures that multi-section drafts read with a cohesive, human-like rhythm while maintaining strict adherence to the underlying evidence and structural constraints.

主要功能

01Diversifies paragraph cadence and connector placement for better flow

02163 GitHub stars

03Removes repetitive count-based sentence openers like 'Three takeaways...'

04Eliminates mechanical discourse stems and generic 'overview' narration

05Integrates with writer-selfloop for automated style audit trails

06Preserves all citation keys and factual claims to prevent content drift

使用场景

01Removing 'AI artifacts' and repetitive phrasing from technical documentation

02Polishing multi-author research papers to ensure a unified, professional voice

03Improving the flow of evidence-heavy academic drafts after structural edits

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills style-harmonizer

For use in Claude.ai and ChatGPT

Download Skill