An AI-powered context management system that provides WhatsApp agents with instant customer history, sentiment analysis, and priority-based response suggestions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install whatsapp-context-manager
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 whatsapp-context-manager 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 WhatsApp Intelligent Context Manager?
The WhatsApp Intelligent Context Manager is a specialized framework designed to transform reactive customer service into a proactive, data-driven operation. By utilizing Openclaw Skills, this system provides agents with a comprehensive 360-degree view of every customer interaction, including sentiment detection, priority calculation, and order status, all within seconds of a message arriving.
This skill ensures that your support team never operates in the dark. It automates the heavy lifting of message categorization and historical context retrieval, allowing agents to focus on delivering high-quality, personalized communication. Whether you are managing a small team or a large-scale support center, integrating Openclaw Skills like this context manager streamlines the path from inquiry to resolution.
WhatsApp Intelligent Context Manager Use Cases
- Identifying and prioritizing critical payment failures or angry customers in real-time.
- Providing instant order tracking and shipment status to agents during live inquiries.
- Detecting and highlighting VIP customers to ensure premium service levels.
- Managing high-volume message queues by automatically sorting by urgency and message category.
- Assisting new agents with AI-generated response suggestions tailored to the specific customer mood.
How WhatsApp Intelligent Context Manager Works
- The system captures an incoming WhatsApp message and initializes a local context through the manager.
- Automatic sentiment analysis evaluates the message content to determine the customer's emotional state.
- The message is categorized into specific buckets such as order status, payment, or support.
- Smart priority logic calculates the urgency based on sentiment, customer VIP status, and message category.
- The system retrieves relevant order history and customer notes from the local SQLite database.
- AI-powered response suggestions and dashboard warnings are generated for the agent to review and use.
WhatsApp Intelligent Context Manager Setup
To get started with this context manager, follow these steps to prepare your environment:
# Download and extract the package
unzip whatsapp-context-manager.zip
cd whatsapp-context-manager
# Verify the installation environment
python install_check_whatsapp.py
# Execute the test suite to ensure functionality
python test_whatsapp.py
# Run usage examples
python examples_whatsapp.py
WhatsApp Intelligent Context Manager Data Schema & Taxonomy
The skill utilizes a local SQLite database for maximum privacy and performance. The data is organized into several key entities:
| Entity | Attributes | Purpose |
|---|---|---|
| Customer | Phone, Name, VIP status, Tags, Notes | Stores persistent customer profiles and loyalty data. |
| Message | Content, Direction, Sentiment, Category | Archives conversation history with AI-enriched metadata. |
| Order | OrderID, Status, Tracking, Estimated Delivery | Links external commerce data to specific chat contexts. |
| Context | Priority, Key Insights, Warnings, Suggestions | A temporary object synthesizing real-time data for the agent. |
WhatsApp Intelligent Context Manager Advanced Features
- Real-time sentiment tracking over the entire customer lifecycle to monitor satisfaction trends.
- Automated VIP detection and specialized handling instructions for high-value clients.
- Deep order integration allowing agents to see tracking numbers and delivery dates without leaving the chat.
- Multi-agent support with individual agent tracking and local database isolation for security.
- Contextual export capabilities to pipe conversation data and AI insights into external CRM or dashboard systems via JSON.
SKILL.md
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