A sophisticated price tracking skill that monitors e-commerce URLs and queries to trigger alerts when prices drop or hit specific targets.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ecommerce-price-watcher
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 ecommerce-price-watcher 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 Ecommerce Price Watcher?
The Ecommerce Price Watcher is a technical solution designed for automated market monitoring. As part of the Openclaw Skills library, it allows users to track specific product URLs or use natural language queries to discover and monitor items across various retailers. It prioritizes data accuracy by utilizing a layered parsing strategy, ensuring that price drops and target hits are identified quickly and reliably.
This skill is built for developers who need structured data for price comparison and alerting. It handles the complexities of web scraping security, such as timeouts and body size caps, while providing a clean JSON output that can be integrated into larger automation pipelines or messaging platforms.
Ecommerce Price Watcher Use Cases
- Monitoring high-ticket electronics for specific target price drops.
- Tracking price fluctuations across multiple vendors for competitive analysis.
- Automating discount discovery for specific product models using item-query mode.
- Building custom notification bots for Telegram or Discord using structured price alert data.
How Ecommerce Price Watcher Works
- The user adds a product to the watcher list using a direct URL or a search query to discover relevant links.
- The skill executes a layered parsing routine, checking JSON-LD, Open Graph tags, and HTML regex to identify the current price.
- Price data is compared against previous records and user-defined target thresholds.
- If a price drop or target hit is detected, the skill generates a structured alert payload.
- All price changes are logged into a local history for trend analysis and historical reporting.
Ecommerce Price Watcher Setup
To get started with this skill from the Openclaw Skills collection, use the following commands:
# Add a specific product URL to monitor
python3 skills/ecommerce-price-watcher/scripts/price_watch.py add \
--url "https://example.com/item" \
--target-price 500 \
--currency USD
# Discover and track items by search query
python3 skills/ecommerce-price-watcher/scripts/price_watch.py add-item \
--query "laptop 16GB RAM" \
--target-price 1200 \
--trusted-only
# Run a check on all monitored items
python3 skills/ecommerce-price-watcher/scripts/price_watch.py check --all
Ecommerce Price Watcher Data Schema & Taxonomy
The skill organizes monitoring data and history in a structured format:
| Attribute | Description |
|---|---|
id |
Unique identifier for the tracked product watcher. |
price_history |
A chronological list of detected prices with timestamps. |
target_price |
The threshold value used to trigger specific hit alerts. |
alert_payload |
JSON object containing product title, old price, new price, and drop percentage. |
trusted_domains |
A curated list of domains used for safe item discovery. |
Ecommerce Price Watcher Advanced Features
- Item-query mode for natural language product discovery without requiring direct URLs.
- Multi-layered fallback parsing strategy to maximize compatibility with different e-commerce architectures.
- Automated alert generation including price drop percentages and direct purchase links.
- Security-hardened request handling with timeouts and size caps to ensure operational stability.
- History tracking for every monitored item to facilitate long-term price trend analysis.
SKILL.md
Loading
Related Openclaw Skills
Fitbit CLI Health Integration
Retrieve and analyze comprehensive health and fitness data from the Fitbit Web API using a streamlined command-line interface.
PayTrigo Payment Integration
A minimal, webhook-free payment skill for AI agents to create and verify Base/USDC transactions using PayTrigo.
PayClaw
PayClaw empowers AI agents with UCP-compliant identity badges and single-use virtual Visa cards for secure, human-approved autonomous commerce.
Serper Clone
A self-hosted, Serper-compatible search API powered by SearXNG that provides unlimited web, news, and academic search capabilities.
Browser Download
Enables AI agents to programmatically identify and download files from web pages using the browser tool.
F5-Telegram-Notify
A specialized notification utility to track F5-TTS model training status and results via Telegram alerts.
Featured*
