A comprehensive Click ID tracking and ROI analysis toolkit for Chinese e-commerce platforms including Ocean Engine, Kuaishou, and Tencent.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install cid-tracking
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 cid-tracking 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 CID Tracking?
CID Tracking is a specialized solution within the ecosystem of Openclaw Skills designed for developers and marketers focusing on the Chinese second-tier e-commerce market. It bridges the gap between ad impressions and final purchases by providing precise Click ID (CID) generation and conversion callback mechanisms.
This skill enables high-performance tracking for major advertising engines, allowing users to automate the extraction of performance data, calculate real-time ROI, and monitor anomalies. By leveraging these Openclaw Skills, teams can replace manual data aggregation with professional-grade automation and visualization.
CID Tracking Use Cases
- Managing multi-platform advertising data from a single interface.
- Generating unique CID tracking links to measure campaign effectiveness.
- Performing deep ROI analysis across campaigns, creatives, and time slots.
- Monitoring ad plans for spend anomalies or conversion rate drops.
- Automating the creation of professional daily and weekly Excel reports.
How CID Tracking Works
- Configure the API credentials for Ocean Engine, Kuaishou, and Tencent in the configuration file.
- Execute the generator script to create platform-compliant CID tracking URLs for specific campaigns.
- Utilize the data fetcher to pull performance metrics directly from ad platform APIs.
- Trigger conversion callbacks to report order data and purchase values back to the ad engines.
- Run the ROI analyzer to aggregate spend and conversion data for unified reporting.
- Generate structured Excel dashboards to visualize trends and detect performance anomalies.
CID Tracking Setup
First, install the necessary Python dependencies:
pip install openpyxl pandas requests matplotlib
Next, configure your API credentials in config.json:
{
"oceanengine": { "app_id": "YOUR_ID", "access_token": "YOUR_TOKEN" },
"kuaishou": { "app_id": "YOUR_ID", "access_token": "YOUR_TOKEN" },
"tencent": { "account_id": "YOUR_ID", "secret_key": "YOUR_KEY" }
}
CID Tracking Data Schema & Taxonomy
The skill organizes tracking and performance data through the following structure:
| Data Component | Format | Key Metadata |
|---|---|---|
| API Config | JSON | App IDs, Secret Keys, Access Tokens |
| Ad Performance | JSON | Campaign ID, Spend, CTR, Clicks |
| Conversion Data | JSON | Click ID, Event Type, Purchase Value |
| Analysis Report | XLSX | Summary Dashboard, Platform Breakdown, Trend Charts |
| Anomaly Logs | List | Threshold Violations, Low ROI Alerts |
CID Tracking Advanced Features
- Multi-platform data aggregation for a holistic view of marketing spend.
- Automated anomaly detection using custom thresholds for ROI and CPA.
- Retry mechanisms for conversion tracking to ensure data integrity during API downtime.
- Professional Excel generation with multi-sheet visualization and trend analysis.
- Real-time monitoring for spend spikes or conversion fluctuations using Openclaw Skills.
SKILL.md
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