# Writing Polish

> Polish skill - rewrite/optimize/proofread/de-AI-ify. Provides enhanced AI detection and optimization direction refinement.

- Skill: `spencerkit/writing-polish` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add spencerkit/writing-polish`
- Raw SKILL.md: https://api.skillmd.com/api/skills/spencerkit/writing-polish/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: spencerkit (https://skillmd.com/u/spencerkit)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/spencerkit/writing-polish

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# 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"

---

## 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

---

## 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

---

## 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

---

## 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

---

## 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}

---

### Polished Content
{full content}

---

### Quality Score (if De-AI-ify)
XX/50
```

---

## 6. Continue Options

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