A specialized AI agent skill for harvesting official master's degree admission data from all 22 Hong Kong universities with multi-format export capabilities.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install hku
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 hku 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 Hong Kong University Admissions Data Collector?
The hk-university-admissions skill is a high-precision data collection tool designed to aggregate postgraduate recruitment information across the entire Hong Kong higher education landscape. By strictly adhering to official university domains, it ensures that prospective students and educational consultants receive the most accurate data regarding tuition fees, application deadlines, English language requirements (IELTS/TOEFL), and program specifics.
As part of the Openclaw Skills ecosystem, this tool eliminates the risk of third-party misinformation by bypasssing intermediary agencies and forums. It provides a structured, verifiable way to compare 22 institutions, ranging from UGC-funded universities like HKU and CUHK to private colleges like HKSYU and HKMU, all through a simple natural language interface.
Hong Kong University Admissions Data Collector Use Cases
- Prospective students comparing master's programs across multiple Hong Kong universities.
- Education consultants requiring up-to-date, structured data for client advising.
- Researchers performing comparative analysis of tuition trends and admission requirements in Hong Kong.
- Automated generation of application timelines and checklists for postgraduate candidates.
How Hong Kong University Admissions Data Collector Works
- The agent parses the user's natural language request to identify the target universities (e.g., all 22 schools or specific institutions like HKUST).
- It references the skill specification to access authorized official domain lists for data scraping.
- Data is extracted for 20 distinct fields per program, including study modes, duration, and specific entry requirements.
- A validation phase checks for data integrity, ensuring all currency is in HKD and dates follow the DD Month YYYY format.
- The agent generates a statistical summary including program counts and tuition averages.
- Finally, the processed data is mapped to specialized templates for export into the user's requested format.
Hong Kong University Admissions Data Collector Setup
To integrate this capability into your workflow, ensure the skill directory is accessible to your agent:
# Clone the Openclaw Skills repository
git clone https://github.com/your-repo/hk-university-admissions.git
# Point your AI agent to the SKILL.md file
# Command the agent: "Read SKILL.md and collect HK university info"
Hong Kong University Admissions Data Collector Data Schema & Taxonomy
The skill organizes academic data into a rigid 20-field taxonomy to ensure cross-institution comparability:
| Field | Description | Example |
|---|---|---|
| university_abbr | Institution shorthand | HKU, CUHK, PolyU |
| tuition_fee_total | Total program cost | HKD 180,000 |
| application_deadline | Primary cutoff date | 30 November 2025 |
| english_req_ielts | Minimum band scores | Overall 6.5, no sub-score < 5.5 |
| official_url | Direct source link | https://www.msc-cs.hku.hk |
Data is exported via specific templates in the skill/output-templates/ directory.
Hong Kong University Admissions Data Collector Advanced Features
- Multi-format concurrent export (Excel/TSV, Word, PDF, HTML, and Markdown).
- Interactive HTML dashboard generation with search, filtering, and dark mode support.
- Automatic redirection for renamed institutions (e.g., Chu Hai College to Saint Francis University).
- Comparative statistical analysis including median tuition and application distribution timelines.
- Bilingual support for program names in both English and Traditional Chinese.
SKILL.md
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