An automated data analysis tool for ZenTao that evaluates team performance, task efficiency, and workload saturation through API and database integration.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install zentao-analytics
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 zentao-analytics 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 ZenTao Analytics?
ZenTao Analytics is a technical skill designed to transform raw project management data from ZenTao into actionable intelligence. By accessing the ZenTao database or API, it analyzes employee task metrics including quantity, work hours, and difficulty levels to calculate precise efficiency and saturation scores.
This skill is an essential addition to Openclaw Skills for managers who need to move beyond basic task tracking. It provides a deep dive into project health, helping teams identify delivery bottlenecks, evaluate individual contributions fairly, and optimize resource allocation based on data-driven insights rather than intuition.
ZenTao Analytics Use Cases
- Conducting objective team performance evaluations based on delivery capability and time management.
- Identifying workload imbalances through saturation heatmaps to prevent employee burnout.
- Monitoring project progress in real-time to detect and mitigate potential delays.
- Optimizing future project planning by analyzing historical task difficulty and average completion costs.
How ZenTao Analytics Works
- Establishes a secure connection to the ZenTao system using provided API keys or database credentials.
- Queries task-related data for specified timeframes, projects, or team members.
- Processes raw data through a series of analytical formulas to calculate metrics like efficiency ratios and task density.
- Generates comprehensive reports including individual efficiency profiles, team heatmaps, and anomaly detection alerts.
ZenTao Analytics Setup
Configure your connection details in references/zentao-config.md using one of the following methods:
# API Method (Recommended)
ZENTAO_URL=https://your-zentao.com
ZENTAO_API_KEY=your_api_key
# Database Method
ZENTAO_DB_HOST=localhost
ZENTAO_DB_NAME=zentao
ZENTAO_DB_USER=user
ZENTAO_DB_PASS=password
Execute the analysis script via CLI:
node scripts/analyze-tasks.js --start 2026-02-01 --end 2026-02-28
ZenTao Analytics Data Schema & Taxonomy
The skill organizes its analytical output into two primary metric categories to ensure clear reporting within the Openclaw Skills ecosystem:
| Metric Category | Key Indicators | Purpose |
|---|---|---|
| Efficiency Metrics | Task Completion Rate, Work Hour Efficiency Ratio, Delay Rate | Measures delivery velocity and time management accuracy. |
| Saturation Metrics | Workload Rate (70-90% health range), Task Density, Multi-task Index | Evaluates resource utilization and potential overload. |
All data can be exported in JSON or CSV formats for external processing.
ZenTao Analytics Advanced Features
- Multi-dimensional analysis supporting filters by specific users, project titles, or custom date ranges.
- Automated anomaly detection to flag under-utilized resources or critically overloaded staff.
- Resource allocation suggestions based on historical performance and current task difficulty coefficients.
- High-availability data synchronization with built-in retry logic for network stability.
SKILL.md
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