Based on multiple articles by an author, deeply restore their way of thinking and writing style, and generate an exclusive writing clone—highly consistent from thinking logic to textual expression.
Overview
This skill is based on multiple articles by an author, deeply analyzes their thinking habits and expression methods, and generates an exclusive "writing clone."
Different from generic style imitation—the clone is not just similar in vocabulary and sentence patterns, but remains consistent with the original author from viewpoints and positions to the rhythm of the writing.
Who it is suitable for:
- ✍️ Content creators — Appreciate a certain author's expression and hope to have the same writing ability
- 📊 Operations personnel — Need to stably produce content in the same style
- 🔍 Style researchers — Want to break down why a certain author's articles have high recognizability
Features
🎯 Core Features
- 🧠 Deep Style Restoration: Not only analyzes expression habits, but also extracts thinking logic—generating an exclusive clone that is faithful to the original author from ideas to text
- 📝 Flexible Writing Modes: The clone supports multiple writing frameworks, maintaining style while adapting to different article types
- 🔍 Quality Assurance: Automatically verifies style consistency and content accuracy before output, ensuring stable quality
- 📱🎵 Multi-platform Material Collection: Supports directly obtaining article materials from WeChat Official Accounts and Douyin, and also allows manual pasting or specifying file paths
✨ Highlights
- Full-chain restoration from thinking to text: It is not about applying a template and swapping keywords, but creating after understanding the author's thinking—change the topic, change the formula, and it still reads like that person
- Exclusive customization, not a generic tool: Generic "remove AI flavor" tools make articles read like anyone wrote them; this skill makes articles read likethat personwrote them
Usage Guide
Simply describe your needs in natural language; no need to memorize commands.
Basic Usage
1. Provide materials
Tell the skill whose writing style you want to distill:
User: Help me distill the writing style of the WeChat Official Account "XXX"
User: Analyze the recent work style of the Douyin account XXX
The skill will automatically obtain article materials and enter the distillation process.
2. Confirm analysis
The skill will display an analysis summary; after confirming quality, continue:
Assistant: Analysis complete. Below is a summary of the author's thinking profile and writing characteristics. Please confirm whether to continue?
User: Confirm, continue
3. Get the clone
After distillation is complete, you will receive two outputs:
- Thinking + writing style prompt: Can be directly copied and used in any AI conversation
- Writing clone sub-skill: Already installed locally, ready to be invoked at any time via
@作者名-styleinvocation
Quick Reference of Common Phrases
| Intent | Example Script | Effect |
|---|---|---|
| Platform Collection and Distillation | "Help me collect 10 articles from the WeChat Official Account XXX for distillation" | Automatically acquire materials, analyze, and generate a persona |
| Manual Paste Distillation | "Help me analyze the writing style of these articles" (paste articles) | Directly analyze the provided text |
| Use Persona to Write | "Write an article about YY in XX style" | Invoke the persona and write in that author's style |
| Update Persona | "XX has new articles recently, update the persona" | Incrementally analyze new articles and update the persona |
Material Requirements
- Minimum: ≥3 articles, total ≥2000 words
- Ideal: ≥10 articles, total ≥10000 words
- The more articles, the more accurate the reproduction
Use Cases
| Scenario | Role | Example Question | Benefit |
|---|---|---|---|
| Replicate a favorite author | Content Creator | "Distill XX's writing style, I want to write articles like his" | Get an exclusive writing persona, callable anytime |
| Produce content in the same style in batches | Operations Staff | "Help me make a writing persona to batch-produce articles in the same style" | Unified style, efficient output |
| Dissect an article's distinctiveness | Researcher | "Analyze why XX's articles read so distinctively" | Get a multi-dimensional style analysis report |
| Cross-platform material integration | Brand | "Collect XX's articles from both WeChat Official Account and Douyin simultaneously to make a complete persona" | Cross-platform merge, more comprehensive persona |
Key Acquisition and Security Instructions
- This skill requires configuring the environment variable
REDFOX_API_KEY - Go to Red Fox hub to register an account, and obtain it on the Key Management page Get
- After configuring the key into the device environment variables, it can be used
- Note: Do not expose the key in plaintext in conversations, code, or files
Trigger Words
Distill writing style, analyze writing style, writing persona, clone writing style, copy writing style, style distillation, writing style analysis, imitate XX's writing style, make a writing persona, replicate XX, perfectly replicate XX, clone XX's writing ability, replicate and distill writing skills
For the core execution process, see
references/core_workflow.md
Version History
| Version | Date | Changes |
|---|---|---|
| v1.0 | 2026-05-26 | Initial version: 7-dimensional writing style analysis + prompts + persona |
| v2.0 | 2026-05-26 | Added 8th dimension format adaptation + 14 writing formulas + writing mode selection |
| v3.0 | 2026-05-26 | Dual-engine fusion: added thought distillation + cross-validation + thought consistency verification |
| v4.0 | 2026-06-03 | Quality assurance system upgrade: added analysis quality checkpoints, refinement stage, quality self-check standards |
| v5.0 | 2026-06-09 | Dual review system: mandatorily enforce writing style fingerprint re-check + thought consistency re-check before persona output |
| v6.0 | 2026-09-08 | Douyin material collection switches to the broad-domain library interfaces: listWorkByAccount (get account works list) + workDetail (get work content details), deprecating the old queryUser/queryWorkList/queryWork interfaces; account information is now extracted from the author* fields of the work item |