A fully automated content factory that scrapes viral trends, reverse-engineers high-performing hooks, and generates multi-platform social media schedules using AI.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install auto-content-generator
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 auto-content-generator 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 Automated Content Generation Pipeline?
The Automated Content Generation Pipeline is a sophisticated technical framework designed to turn market research into published assets with zero manual intervention. By leveraging the power of Openclaw Skills, this system acts as a bridge between data scraping and creative execution. It utilizes Apify to monitor the most viral content across TikTok, Instagram, and Reddit, then employs Claude to deconstruct the psychological triggers that drove that engagement.
This skill is perfect for developers and marketers who need to maintain a consistent presence across multiple channels without the burnout of manual content creation. It goes beyond simple AI generation by ensuring every piece of content is backed by real-time viral data, making the output significantly more likely to perform in competitive algorithms.
Automated Content Generation Pipeline Use Cases
- Scaling faceless social media channels across multiple niches simultaneously.
- Automating the workflow of digital marketing agencies by generating data-backed content drafts.
- Repurposing successful long-form topics into short-form scripts, LinkedIn threads, and Twitter posts.
- Monitoring niche trends to ensure brand messaging remains relevant and timely.
How Automated Content Generation Pipeline Works
- The pipeline initiates a scraping sequence using Apify actors to collect high-engagement posts from TikTok, Instagram, and Reddit based on specific niche keywords.
- Data is normalized into a unified engagement score to identify the top 20 most impactful content pieces.
- Using Openclaw Skills, the system analyzes the top posts to extract reusable hook patterns, emotional triggers, and structural formulas.
- Original video scripts and platform-specific captions are generated, ensuring the content is inspired by viral trends but is 100% original.
- A weekly content calendar is constructed, distributing the generated assets across the most optimal posting times.
- The final output is pushed to scheduling tools like Buffer or custom webhooks for automated publishing.
Automated Content Generation Pipeline Setup
- Obtain an Apify API token from their integrations settings.
- Get your Openclaw Skills compatible API key (Anthropic/Claude).
- Set your environment variables in a
.envfile:
export APIFY_TOKEN=your_token_here
export CLAUDE_API_KEY=your_key_here
- Install the required Node.js dependencies:
npm install apify-client axios node-cron dotenv
- Execute the master orchestrator script to start the pipeline.
Automated Content Generation Pipeline Data Schema & Taxonomy
The skill produces a structured JSON output that represents the entire content lifecycle:
| Object | Description |
|---|---|
hookPatterns |
An array of extracted psychological templates including 'pattern', 'template', and 'whyItWorks'. |
scripts |
Detailed video scripts containing hook, full transcript, and estimated duration. |
posts |
Platform-optimized versions of content for Instagram, TikTok, LinkedIn, and Twitter. |
calendar |
A chronological map of the week, specifying day, time, platform, and content type. |
weekSummary |
Aggregated metrics including platform breakdown and overall content strategy. |
Automated Content Generation Pipeline Advanced Features
- Multi-agent orchestration for specialized tasks like Hook Extraction vs. Thread Writing.
- Automated feedback loops that track published post performance to refine future generation.
- Deep integration with video production APIs like InVideo for fully autonomous video rendering.
- Cron-based scheduling for 'set and forget' operation on a weekly or daily basis.
- Support for custom webhooks to push content to proprietary CMS or headless platforms.
SKILL.md
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