A personalized writing style memory system that automatically learns from your edits to refine AI-generated content over time.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install writing-style-iterator
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 writing-style-iterator 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 Writing Style Iterator?
The Writing Style Iterator is a sophisticated AI agent skill designed to bridge the gap between generic AI output and your unique authorial voice. By maintaining a local Git repository of your preferences, it ensures that every article, blog post, or translation aligns with your specific tone and formatting choices.
This skill functions as a long-term memory engine for your writing persona. It doesn't just follow static instructions; it evolves by analyzing the delta between what the AI produces and how you manually refine it. As part of the wider ecosystem of Openclaw Skills, it provides a seamless way to build a custom writing assistant that gets smarter with every interaction.
Writing Style Iterator Use Cases
- Drafting blog posts or technical articles with a consistent brand voice.
- Polishing and rewriting content while maintaining specific stylistic nuances.
- Translating text while preserving the original intent and tone.
- Automatically capturing stylistic preferences from manual edits and feedback.
- Managing multiple writing personas through version-controlled style files.
How Writing Style Iterator Works
- Context Loading: When a writing task is initiated, the agent automatically reads your personalized style rules from style.md.
- Generation & Snapshot: The AI generates content based on existing rules and saves a snapshot in a drafts directory, committing it to Git.
- User Refinement: You edit the file in your preferred editor according to your needs.
- Diff Analysis: The agent runs a diff between your edited version and the original draft to identify specific changes.
- Rule Extraction: The system analyzes the diff to identify new patterns—such as preferred vocabulary or forbidden structures—and updates the style rules.
- Iterative Update: The agent commits the new rules to the Git history and prepares to apply them to the next generation task.
Writing Style Iterator Setup
To initialize the writing style iterator environment, run the following command in your terminal:
mkdir -p ~/.writing-style-iterator/drafts && git -C ~/.writing-style-iterator init && touch ~/.writing-style-iterator/style.md && git -C ~/.writing-style-iterator add . && git -C ~/.writing-style-iterator commit -m "init"
Writing Style Iterator Data Schema & Taxonomy
The skill organizes its data within the ~/.writing-style-iterator/ directory using the following structure:
| Path | Purpose |
|---|---|
style.md |
The primary markdown file containing extracted style rules, tone requirements, and examples. |
drafts/ |
A mirrored directory structure storing absolute paths of generated files for version comparison. |
.git/ |
Standard Git metadata used to track the evolution of your writing style and provide rollback capabilities. |
Writing Style Iterator Advanced Features
- Automated Git Versioning: Every change to your style or drafts is versioned, allowing you to roll back if the AI deviates from your desired tone.
- Multi-Granular Extraction: Capable of identifying changes at the word, sentence, and paragraph levels to update specific rule categories.
- Annotation Recognition: Supports the identification of inline comments or verbal feedback to bypass the diff process and apply direct instructions.
- Frictionless Interaction: Designed to minimize user energy by automatically notifying you of rule updates without requiring constant confirmation.
SKILL.md
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