writing-polish

name	writing-polish
description	Polish skill - rewrite/optimize/proofread/de-AI-ify. Provides enhanced AI detection and optimization direction refinement.

Writing Polish

Overview

Standalone polish module:

1. Rewrite - Different style/tone
2. Optimize - Improve quality
3. Proofread - Grammar/spelling/format
4. De-AI-ify - Remove AI writing痕迹

Usage

/spencergo:writing-polish

Or provide content:

• "Help me rewrite, different style"
• "Optimize this article"
• "Proofread for errors"
• "Remove AI味道"

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1. Polish Types

1.1 Rewrite

Different style/tone:

• Serious → Casual
• Professional → Accessible
• Formal → Conversational

1.2 Optimize

Improve quality:

• More persuasive
• More concise
• More interesting
• More logical

1.3 Proofread

Check and fix:

• Spelling errors
• Punctuation errors
• Grammar errors
• Format issues

1.4 De-AI-ify

Remove AI writing痕迹, inject humanity

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2. Enhanced De-AI-ify

2.1 Detection Items

Dimension	Detection
Filler phrases	此外、然而、值得注意的是
Formula structure	不仅...而且...、第一/第二/第三
Sentence rhythm	Detect uniform length, force variation
Bombastic expressions	是...的证明/体现/标志
Vague attribution	专家表示、多项研究表明
Dashes	>2 flagged
Bot tone	希望对您有帮助
Lack of humanity	No opinions, neutral reporting, over-explanation

2.2 Humanity Injection

Dimension	Action
Have opinions	Not just neutral reporting
Acknowledge complexity	Not just simple summary
First person	Appropriate use of "I"
Allow messiness	Minor tangents, side notes are human

2.3 De-AI-ify Quality Score

Dimension	Criteria	Score
Directness	Direct or roundabout?	/10
Rhythm	Sentence length variation?	/10
Trust	Respect reader intelligence?	/10
Authenticity	Sound like a real person?	/10
Conciseness	Anything to cut?	/10
Total		/50

Standard: 45-50 excellent, 35-44 good, <35 needs work

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3. Optimization Directions

3.1 Persuasion

• Argument strength
• Evidence relevance
• Logic gap detection

3.2 Readability

• Information density
• Sentence complexity
• Transition smoothness
• Highlight key points

3.3 Memorability

• Extract punchlines
• Repetition emphasis
• Rhythm
• Emotional peaks

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4. Polish by Content Type

WeChat/Blog

• Title appeal
• Opening hook
• Content depth
• Ending CTA

Xiaohongshu

• Emoji usage
• Hashtags
• Emotional resonance
• Interaction guidance

Technical

• Code accuracy
• Explanation clarity
• Step completeness

Story/Novel

• Character development
• Plot tension
• Language style

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5. Polish Process

5.1 Confirm Polish Type

1. Rewrite? Optimize? Proofread? De-AI-ify?
2. Target style?
3. Reference sample?
4. Focus areas?

5.2 Execute Polish

• Rewrite: Rewrite in target style
• Optimize: Improve toward goal
• Proofread: Full check
• De-AI-ify: Remove痕迹 + inject humanity

5.3 Output Result

Polish Result

Changes

{list main changes}

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Polished Content

{full content}

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Quality Score (if De-AI-ify)

XX/50

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## 6. Continue Options

After polish, user can:
- "Polish again"
- "Back to original"
- "Adjust specific part"
- "Different style"