A professional workflow for converting top-performing short videos into structured, high-conversion script packs using benchmark analysis and formula extraction.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install cell-short-video-script-builder
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-short-video-script-builder 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 Short Video Script Builder?
Short Video Script Builder is a specialized skill designed for creators and marketers who need to move beyond simple imitation. By leveraging Openclaw Skills, this tool implements a deep analysis framework that deconstructs successful benchmark videos into reusable structural components. It focuses on the critical first 3 seconds (the hook), visual pacing, and call-to-action (CTA) alignment.
The skill bridges the gap between seeing a viral hit and reproducing its success. Whether you are creating seeding content, product reviews, or tutorial videos for platforms like Douyin, this tool ensures your scripts are not only engaging but also compliant with platform regulations and optimized for specific user actions like follows, likes, or purchases.
Short Video Script Builder Use Cases
- Creating high-conversion seeding scripts for Chinese short-video platforms.
- Designing ad creative scripts based on winning market benchmarks.
- Transforming educational or tutorial content into engaging short-form video formats.
- Developing a reusable scripting framework from a library of successful reference videos.
- Conducting compliance and payoff checks to ensure scripts meet platform safety standards.
How Short Video Script Builder Works
- Scope Definition: The user provides video types, benchmark references (1-5 videos), product context, target audience, and desired duration.
- Route Selection: The agent chooses between a benchmark-first approach (using specific references) or a formula-first approach (using general high-performance templates).
- Deconstruction: The skill analyzes both verbal and visual hooks in the first 3 seconds, evaluating the overall rhythm and structure.
- Script Generation: A full script pack is generated, including core strategy, hook variations, storyboards, and CTA designs.
- Compliance Review: A final automated check ensures the script delivers on its promises and avoids high-risk or prohibited terminology.
Short Video Script Builder Setup
To integrate this skill into your workflow, ensure you have the Openclaw Skills environment configured. You can clone the resource repository using:
git clone https://github.com/cellinlab/cell-skills.git
cd skills/short-video-script-builder
Ensure your agent has access to the /references and /assets directories to utilize the benchmark analysis frameworks and script templates.
Short Video Script Builder Data Schema & Taxonomy
The Short Video Script Builder organizes its logic through a structured set of reference files and templates:
| File Type | Path | Purpose |
|---|---|---|
| Analysis Framework | references/benchmark-analysis.md |
7-dimensional deconstruction of benchmark videos. |
| Formula Library | references/formula-library.md |
General templates for various product categories. |
| Script Modes | references/script-modes.md |
Specific logic for seeding, ads, tutorials, and reviews. |
| Compliance | references/compliance-checklist.md |
Regulatory and risk-assessment checklist. |
| Templates | assets/script-pack-template.md |
Standardized output format for the final script pack. |
Short Video Script Builder Advanced Features
- Multi-Route Logic: Dynamically switches between benchmark-led or template-led creation based on available data.
- Dual-Hook Analysis: Separately analyzes and optimizes both visual and verbal hooks for maximum retention.
- Custom Script Packs: Generates multiple versions of a script (e.g., one for organic seeding and one for paid traffic) simultaneously.
- Compliance Engine: Built-in verification against absolute claims or high-risk marketing language.
- Visual Storyboarding: Provides detailed instructions for camera movement and rhythm alongside the spoken text.
SKILL.md
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