A sophisticated data analysis tool that transforms historical performance data into actionable audience personas and engagement strategies.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install audience-analysis
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 audience-analysis 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 Audience Analysis?
The Audience Analysis skill is a specialized tool within the Openclaw Skills ecosystem designed to decode complex user behavior. By processing historical performance data, it provides deep insights into audience demographics, active time windows, and specific consumption habits.
This skill enables developers and marketers to move beyond guesswork, providing a data-driven foundation for content optimization. Whether you are refining a brand's voice or timing a product launch, this Openclaw Skills integration ensures your strategy aligns with actual user patterns.
Audience Analysis Use Cases
- Creating detailed audience personas based on real interaction history.
- Identifying peak activity periods to optimize content posting schedules.
- Analyzing consumer habits to refine product offerings or marketing messaging.
- Developing data-backed content strategies for multi-channel campaigns.
How Audience Analysis Works
- The system receives a set of content IDs and raw user behavior data over a specified time range.
- The skill processes the interaction metrics through the /api/audience/analyze endpoint.
- Historical patterns are aggregated to identify clusters of behavior and demographic traits.
- A comprehensive JSON report is generated, detailing personas, active timeframes, and habits.
Audience Analysis Setup
To integrate this skill into your workflow, ensure your environment is configured to access the Openclaw Skills API. Use the following structure to initiate an analysis:
# Example request to trigger audience analysis
curl -X POST https://your-instance.com/api/audience/analyze \
-H "Content-Type: application/json" \
-d '{
"content_ids": ["id1", "id2"],
"user_behavior_data": "{...}",
"time_range": "last_30_days"
}'
Audience Analysis Data Schema & Taxonomy
The skill expects and returns data in a structured format to ensure compatibility within the Openclaw Skills framework:
| Parameter | Type | Description |
|---|---|---|
| content_ids | Array | List of unique identifiers for the content being analyzed. |
| user_behavior_data | Object/String | Raw telemetry or interaction logs associated with users. |
| time_range | String | The temporal window for analysis (e.g., '7d', '30d'). |
| output | JSON | A structured object containing execution results or error logs. |
Audience Analysis Advanced Features
- Multi-dimensional segmentation of user behavior data.
- Automated identification of content/audience alignment gaps.
- Seamless integration with existing Openclaw Skills for automated content rescheduling.
- Error handling and validation for high-volume data processing.
SKILL.md
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