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hkdse-ict-grading

Extract rubrics, calibrate reference data, and grade HKDSE ICT exam responses.

Updated Aug 27, 2026
Search Tags:#grading#ICT#rubric-extraction#reference-calibration#HKDSE#per-student-grading
One-click install
npx skills add https://github.com/AKCqhzdy/dse-subject-grading --skill hkdse-ict-grading
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hkdse-ict-grading
Source: https://github.com/AKCqhzdy/dse-subject-grading/tree/main/skills/hkdse-ict-grading
Command: npx skills add https://github.com/AKCqhzdy/dse-subject-grading --skill hkdse-ict-grading

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Grades HKDSE Information and Communication Technology exam papers by extracting rubrics, calibrating against prior-year reference data, and grading each student’s response with per-question detail, producing per-student results and final level assignments.

Core Features & Use Cases

  • Automated rubric extraction from the masked/reference PDFs and bundled materials, with support for multi-part rubrics and integrated level descriptors.
  • Reference calibration using known-level data to derive empirical score-to-level mappings and guide final level assignment.
  • Per-student grading with per-question mark allocation, aggregation to a total score, and generation of JSON outputs and governance artifacts (grading guide, calibration reports).

Quick Start

Place your HKDSE ICT data in the described workspace and run the grading workflow to generate per-student JSON results.

Frequently Asked Questions about hkdse-ict-grading

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate HKDSE ICT exam grading for written responses?▼

Automated HKDSE ICT grading extracts rubrics from exam PDFs and calibrates against prior-year reference data to allocate per-question marks, producing per-student JSON results and final level assignments.

What is reference calibration in rubric-based exam grading?▼

Reference calibration uses known-level data from prior years to derive empirical score-to-level mappings, guiding the final level assignment for each student during the HKDSE ICT grading workflow.

How to extract rubrics from HKDSE ICT exam papers for automated scoring?▼

To extract rubrics for automated scoring, the system processes masked and reference PDFs alongside bundled materials, supporting multi-part rubrics and integrated level descriptors for per-student grading.

Can I use this grading workflow for ICT exams with multiple parts and level descriptors?▼

Yes, this grading workflow supports HKDSE ICT exams with written responses by handling multi-part rubrics and integrated level descriptors to generate per-student JSON results and governance artifacts.

What outputs do I get from automated HKDSE ICT grading?▼

Automated HKDSE ICT grading produces per-student JSON results detailing per-question mark allocations, aggregated total scores, final level assignments, and governance artifacts like grading guides and calibration reports.

Do I need prior-year reference data to grade HKDSE ICT papers?▼

Yes, prior-year reference data is required to perform reference calibration, which derives empirical score-to-level mappings and guides the final level assignment for accurate HKDSE ICT grading.

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