style-clone — Writing Style Cloning

When to Use

• Users provide sample articles and want to analyze/extract their writing style
• Users want to rewrite their content in the writing style of a specific person (writer, blogger, brand)
• Users say "Imitate XX's style", "Rewrite in the style of this article"
• Users want to standardize the writing style of a team/brand

Workflow (MANDATORY)

Step 1: Collect Samples & Target Article

AskUserQuestion

Questions:
1. Have sample articles been provided in the message? (If not, prompt the user to paste them)
2. What is the target article to rewrite? (If not provided, only perform style analysis and output the profile)
3. Should the original structure be retained during rewriting, or can it be freely restructured?

Step 2: Extract Writing Style Profile

1. Sentence Rhythm

• Average sentence length (short sentences <15 words / medium sentences 15-30 words / long sentences >30 words)
• Alternation pattern of short and long sentences
• Whether pausing devices such as ellipses, em dashes, exclamation marks are commonly used

2. Paragraph Structure

• Average number of sentences per paragraph
• Usual pattern of opening sentences (rhetorical question? narration? punchline?)
• Usual pattern of closing sentences (summary? cliffhanger? call to action?)
• Whether there is a habit of "single-sentence paragraphs"

3. Vocabulary Palette

• Word choice style (colloquial / formal / academic / mixed)
• High-frequency word types (verb density, adjective style)
• Whether technical terms, mixed English, numerical quantification are used
• Avoided word types

4. Narrative Voice

• Point of view (first-person "I" / second-person "you" / third-person observer / mixed)
• Sense of distance from readers (intimate / professional / authoritative / equal)
• Whether readers are directly addressed

5. Emotional Register

• Overall emotional tone (calm / enthusiastic / restrained / radical / humorous)
• Whether there is an emotional arc (e.g., calm opening → passionate closing)
• Ways to mobilize readers' emotions

6. Argumentation Style

• Argument presentation method (conclusion first then evidence / build-up then reveal / problem-oriented)
• Whether cases, data, analogies are extensively used
• Usage habits of transition words and progressive words

7. Rhetorical Devices

• Commonly used rhetorical devices (parallelism, antithesis, rhetorical question, metaphor, repetition)
• Whether there are iconic opening/closing sentence patterns

8. Style DNA

• Define this style in one sentence (e.g., "Restrained and rational late-night monologue style")
• Which known author/media it most resembles (reference frame)
• Taboos: What this style will never include

## Writing Style Profile: [Sample Title/Author]

**Style DNA**: [One-sentence definition]
**Reference Frame**: [Closest known style]

### Sentence Rhythm
[Specific description + excerpt of typical example sentences]

### Paragraph Structure
[Specific description]

### Vocabulary Palette
[Specific description + examples of high-frequency words]

### Narrative Voice
[Specific description]

### Emotional Register
[Specific description]

### Argumentation Style
[Specific description]

### Rhetorical Devices
[Specific description + typical example sentences]

### Taboo List
- Do not use [specific words/sentence patterns]
- Do not engage in [specific behaviors]

Step 3: Rewrite Target Article

1. Preserve Semantics: The core information, arguments, and facts of the original text must be fully retained
2. Replace Stylistic Shell: Sentence patterns, vocabulary, rhythm, paragraph structure, and rhetorical devices are all replaced with the sample style
3. Structural Freedom: Decide whether to restructure paragraphs based on the user's choice in Step 1
4. Abide by Taboos: Strictly follow the taboo list in the profile

## Rewriting Result

[Full rewritten text]

---

## Key Style Adjustment Notes (3-5 points)
- Original [XXX sentence pattern] → rewritten to [YYY sentence pattern], because the sample style prefers...
- ...

Step 4: Save Profile (Optional)

./output/style-profiles/[Author or Tag]-style-profile-[YYYY-MM-DD].md

Multi-Sample Processing

1. Analyze each sample separately and identify common features (present in all samples)
2. Record individual features (present only in some samples, marked as "occasional")
3. The final profile takes common features as the core, and occasional features are listed as "optional"

Notes

• The writing style profile is descriptive, not evaluative—do not use words like "good" or "bad"
• If the sample article has copyright sensitivity, do not directly quote large sections; only extract typical example sentences of <20 words for illustration
• When rewriting long articles (>3000 words), prioritize rewriting the first 1/3 as a sample for user confirmation before proceeding