Spoken Script Polish transforms rigid written text into natural, high-performance oral scripts for video content creators.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install cell-spoken-script-polish
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 cell-spoken-script-polish 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 Spoken Script Polish?
Spoken Script Polish is a specialized tool within the Openclaw Skills ecosystem designed specifically for creators, educators, and marketers. It bridges the gap between written content and natural delivery by refining Chinese video scripts to ensure they sound authentic when spoken aloud. Rather than just correcting grammar, this skill focuses on oral rhythm, breath units, and delivery cues.
By utilizing Openclaw Skills for script optimization, users can eliminate the stiffness of written language that often plagues tutorials and talking-head videos. The skill focuses on making scripts readable, engaging, and easy to perform, ensuring that the final video production feels professional and spontaneous rather than scripted and robotic.
Spoken Script Polish Use Cases
- Optimizing scripts for talking-head video content to sound more conversational.
- Refining tutorial narrations and educational explanations for better viewer retention.
- Converting live stream transcripts into polished, readable video short scripts.
- Adjusting breath units and pauses for professional voice-over work.
How Spoken Script Polish Works
- The tool performs a Content Check to verify factual accuracy and logical flow of the existing draft.
- It executes an Oral Rewrite to remove written-language stiffness, long sentences, and overly formal logical connectors.
- A Delivery Pass is applied to annotate the script with pauses, emphasis points, and screen-cut cues for the performer.
- The final output is evaluated based on its speakability and the natural rhythm of the delivery.
Spoken Script Polish Setup
To integrate this skill into your workflow, ensure you have the Openclaw environment configured. You can clone the skill repository directly using:
git clone https://github.com/cellinlab/cell-skills.git
cd cell-skills/skills/spoken-script-polish
Once cloned, point your AI agent to the skill directory to begin processing scripts.
Spoken Script Polish Data Schema & Taxonomy
The skill utilizes a structured approach to manage script data and delivery metadata:
| Data Component | Description |
|---|---|
| Script Body | The primary text content optimized for oral delivery. |
| Rhythm Markers | Annotations for pauses (//) and breath units. |
| Emphasis Tags | Metadata highlighting key phrases for vocal stress. |
| Reference Docs | Includes oral-rhythm.md for standardized rewrite principles. |
Spoken Script Polish Advanced Features
- Multi-stage processing ensures information density is maintained while improving flow.
- Integration with delivery cues for physical demonstrations and screen cuts.
- Context-aware shortening of breath units to prevent performer fatigue.
- Preservation of original meaning through high-fidelity semantic mapping.
SKILL.md
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