An intelligent data processing agent that automates website traffic monitoring, user behavior analysis, and conversion rate optimization.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-analytics-assistant
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 data-analytics-assistant 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 Data Analytics Assistant?
The Data Analytics Assistant is a specialized tool designed for the Openclaw Skills ecosystem to transform raw website data into strategic intelligence. It focuses on three core pillars: comprehensive traffic statistics, deep user behavior tracking, and goal-oriented conversion optimization. By integrating this skill, developers and marketers can gain a clear understanding of their Page Views (PV), Unique Visitors (UV), and user journey paths without manual data crunching.
This skill goes beyond simple reporting by providing an optimization library that suggests A/B testing strategies and UX improvements. Whether you are monitoring a small project or a large-scale application, using this assistant within Openclaw Skills ensures your data-driven decisions are backed by precise metrics and professional-grade visualization templates.
Data Analytics Assistant Use Cases
- Tracking real-time DAU/MAU and geographical distribution of visitors.
- Identifying high-drop-off points in user registration or checkout funnels.
- Generating automated weekly performance reports with visualization charts for stakeholders.
- Evaluating the ROI and CAC of marketing campaigns across different social channels.
- Analyzing average session duration and bounce rates to optimize landing page content.
How Data Analytics Assistant Works
- Data Collection: The skill ingest raw access logs or tracking data to identify PV and UV metrics.
- Metric Processing: It calculates advanced behavior indicators like bounce rates, completion rates, and sharing ratios.
- Funnel Analysis: The agent maps the user journey to identify bottlenecks in the conversion process.
- Strategy Generation: Based on the analyzed data, it selects relevant optimization suggestions from its built-in library.
- Visual Reporting: It formats the results into structured Markdown reports or visualized charts for easy consumption.
Data Analytics Assistant Setup
To deploy this skill within your Openclaw Skills environment, follow these steps:
- Ensure you have the core analytics scripts available in your directory:
# Check for required scripts
ls scripts/generate_report.py scripts/calculate_metrics.py
- Configure your data source path in the metrics definition file located at
references/metrics-definition.md. - Run a test report generation to verify the setup:
python scripts/generate_report.py --type daily
Data Analytics Assistant Data Schema & Taxonomy
The Data Analytics Assistant organizes information into three primary taxonomies to ensure clarity in Openclaw Skills reporting:
| Schema Type | Key Metrics | Description |
|---|---|---|
| Traffic Metrics | PV, UV, DAU, MAU | Measures volume and unique reach of the platform. |
| Behavior Metrics | Stay Time, Bounce Rate, Share Rate | Measures the quality of user interaction and engagement. |
| Conversion Metrics | ROI, CAC, LTV, Conversion Rate | Measures the financial and goal-oriented success of the site. |
Data Analytics Assistant Advanced Features
- Automated Daily/Weekly/Monthly report generation using professional Markdown templates.
- Integrated optimization library with specific advice for reducing bounce rates and increasing shareability.
- Support for diverse data visualization types including funnel charts, heatmaps, and trend lines.
- Multi-channel attribution tracking for platforms like Xiaohongshu and Douyin.
- Anomaly detection and early warning systems for sudden shifts in traffic patterns.
SKILL.md
Loading
Related Openclaw Skills
Connection Tracker
An automated tracking dashboard that monitors and evaluates the value of all external and internal connections established by an AI agent.
Email Helper
An intelligent AI assistant for drafting professional emails, managing templates, and optimizing inbox organization.
Ellya: Virtual AI Companion & Synthetic Media Generator
Ellya is a sophisticated virtual companion skill designed to bootstrap autonomous personalities and generate highly personalized synthetic media and photo series.
News Noon Digest
An automated news aggregation and delivery agent that pushes curated daily digests to Feishu and QQ at noon.
auto-evolver
An autonomous evolution engine that balances internal self-optimization with external value creation and automated error recovery.
Munger Decision Assistant
A structured decision-making assistant that applies Charlie Munger's mental models to analyze complex investment and strategy scenarios.
Featured*
