Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
ToneClone trains on a user's actual writing samples to generate content that matches their personal voice and style. It uses personas (style profiles) and knowledge cards (context facts) to produce output that sounds like the specific person, not generic AI.
Unlike generic AI humanizers that produce plausible-sounding output, ToneClone trains on the user's actual writing samples to match their specific patterns, phrasing, and style.
When to use it
- Drafting a reply email that sounds like you wrote it
- Generating social posts in your established tone
- Creating support ticket responses consistent with your voice
- Writing client-facing copy without sounding like AI
- Onboarding an AI ghostwriter to your personal style
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: draft a LinkedIn post about our product launch in my voice
- 1Check available personas with `toneclone personas list`
- 2Select or create a persona trained on user's professional writing
- 3Retrieve relevant knowledge cards for product details
- 4Run `toneclone write --persona="LinkedIn" --prompt="draft a post about our product launch: [details]"`
- 5Return the generated post for review
A LinkedIn post matching the user's established writing style and tone
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.