An AI-driven text transformation tool that rewrites messages into various pre-defined or custom linguistic styles to suit any communication context.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install style-polisher
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install style-polisher using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Style Polisher?
Style Polisher is a sophisticated utility designed to breathe personality and professionalism into your raw text. By leveraging advanced language models within the Openclaw Skills ecosystem, it allows users to refactor their messages into specific personas—ranging from sharp sarcasm and anime-inspired dialogue to formal business communication and classical literature.
This skill is particularly valuable for creators and professionals who need to maintain a specific brand voice or social persona without manually rewriting every sentence. It serves as a bridge between raw thoughts and context-aware communication, ensuring your message always hits the right note.
Style Polisher Use Cases
- Polishing daily chat messages to add humor, wit, or personality.
- Refactoring social media posts to match specific community tropes like anime or sarcasm.
- Converting casual drafts into professional, business-ready emails and official correspondence.
- Generating creative content for roleplay or thematic storytelling.
- Customizing message tones for specific target audiences using the custom style feature.
How Style Polisher Works
- The user inputs a message and selects a target style such as Formal, Sharp, Anime, or Ancient Chinese.
- The skill parses the input to separate the core semantic meaning from the raw text.
- The underlying AI model applies linguistic rules, specific vocabulary, and tone shifts associated with the chosen style.
- A refined version of the text is generated, preserving the original intent while completely transforming the delivery style.
- The user receives the polished output, which can be further refined through detailed custom style descriptions.
Style Polisher Setup
To integrate this component into your environment, ensure your agent has access to the Openclaw Skills repository. You can invoke the style transformation using one of the following formats:
# Standard Format
Style: [Style Name], Content: [Text to polish]
# Simplified Format
[Style Name] [Text to polish]
Style Polisher Data Schema & Taxonomy
The Style Polisher skill organizes data through a simple mapping of personas to linguistic patterns. It primarily processes text-based inputs and returns styled strings.
| Attribute | Description |
|---|---|
| Preset Styles | Sharp, Anime, Classical, CEO, Formal |
| Custom Styles | User-defined descriptions (e.g., 'Cute Girl', 'Pirate') |
| Primary Language | Optimized for Chinese text processing |
| Output Type | Markdown-compatible plain text |
Style Polisher Advanced Features
- Custom Style Engine: Allows users to describe any persona for highly specific polishing results.
- Multi-Format Support: Recognizes both explicit 'Style/Content' tags and simplified shorthand for faster workflows.
- Semantic Preservation: Engineered to maintain the core message meaning even when applying aggressive stylistic filters.
- Contextual Flexibility: Supports everything from formal business environments to niche internet subcultures.
SKILL.md
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