A structured multi-agent system that transforms a single source of content into a diverse ecosystem of platform-ready formats using five specialized AI personas.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install content-factory
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 content-factory 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 Content Factory?
Content Factory is a robust production framework designed for the Openclaw Skills ecosystem. It moves beyond generic AI generation by employing five specialized agent personas—Writer, Remixer, Editor, Scriptwriter, and Headline Machine—to handle specific stages of the content lifecycle. This system ensures consistent brand voice and high-quality output by following structured templates and rigorous editing standards, turning a simple brain dump or research topic into a comprehensive suite of digital assets.
Whether you are a developer looking to document features or a creator building a brand, this skill provides a repeatable pipeline. By leveraging these Openclaw Skills, you can automate the tedious process of cross-platform adaptation, ensuring every piece of content—from a long-form article to a 30-second video script—remains polished, punchy, and professional.
Content Factory Use Cases
- Converting a rough research dump or technical notes into a structured long-form article.
- Adapting a single blog post into a Twitter thread, LinkedIn update, and email newsletter.
- Refining existing drafts to remove jargon and improve clarity using specialized multi-pass editing.
- Generating high-CTR headlines and video scripts with visual direction for multi-channel distribution.
How Content Factory Works
- The user provides source material such as a topic, research data, or a rough brain dump to the system.
- The Writer agent generates a structured long-form draft using specific narrative templates to establish the core message.
- The Editor agent performs five surgical passes to ensure clarity, flow, and voice consistency while removing AI-isms.
- The Remixer and Scriptwriter agents adapt the polished content into platform-specific formats like social threads or video scripts.
- The Headline Machine generates 20 targeted hooks and titles optimized for maximum engagement based on proven formulas.
Content Factory Setup
To install this skill within your environment, ensure you have the directory structure mapped correctly. Since it relies on local prompt templates, no external API keys are required for the base operation of these Openclaw Skills.
git clone https://github.com/Batsirai/carson-skills.git
cd carson-skills/content-factory
You can then call the specific agents directly by assigning the appropriate persona to your AI agent during a session.
Content Factory Data Schema & Taxonomy
The skill utilizes a structured file system and Markdown-based metadata for clear organization and output tracking.
| Component | File Path | Description |
|---|---|---|
| Prompts | prompts/*.md |
Specialized templates for each agent persona (e.g., first-draft, remix-engine). |
| Output | *.md |
Final content drafts with embedded metadata including word count and target audience. |
| Schema | SKILL.md |
Core logic, agent instructions, and pipeline rules for the system. |
All outputs include a Meta block containing word counts, target audience data, and voice assessments to maintain content standards.
Content Factory Advanced Features
- Multi-agent session spawning to parallelize long-form writing and remixing tasks across different personas.
- Voice cloning capabilities via specific templates to match existing writing styles across all generated assets.
- Surgical editing passes designed to automatically reduce word count and remove common AI-typical filler words.
- Integrated visual direction notes within video scripts to facilitate seamless production handoffs for animators or editors.
SKILL.md
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