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Gaokao Item-Writing Expert

A skill that helps write, review and structurally analyze Chinese college-entrance exam (Gaokao) questions against official assessment standards.

EducationIntermediate★ 724⑂ 132AI score 8/10Last updated: Aug 13, 2026

What it does

  • Guides item design using China's official Gaokao evaluation framework ('one core, four layers, four wings').
  • Produces complete question packages: context material, stem, answer key, scoring rubric, item rationale, and estimated difficulty.
  • Reviews existing items across seven dimensions (scientific accuracy, compliance, fairness, educational value, innovation, difficulty, context design) and outputs a structured review report.
  • Analyzes a whole paper by building a JSON data file and running analyze_question.py / analyze_paper.py for knowledge coverage, cognitive levels and difficulty gradient.
  • Warns about known pitfalls (fabricated source material, quoting outdated trend docs, non-unique answers) with concrete countermeasures.

Who it's for

  • Chinese high-school teachers, mock-exam item writers, prep-course material developers.
  • Edtech teams building Chinese-language question banks.
  • Assessment staff who want a reference workflow for item review and rubrics.

Example uses

  1. "Write a Chinese-language essay prompt based on the latest AI developments" → web search for real sources, then a full six-part item output.
  2. Extract a mock exam from an uploaded PDF/Word file and grade it on seven dimensions with location-specific fixes.
  3. Convert a full paper into JSON and run analyze_paper.py to spot skewed difficulty curves and knowledge gaps.

Note: explicitly out of scope for graduate-entrance, middle-school or everyday homework items; all reference docs are in Chinese.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/staruhub/ClaudeSkills/HEAD/lab/Geek-skills-gaokao-expert/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the lab/Geek-skills-gaokao-expert folder from the GitHub repo staruhub/ClaudeSkills into my ~/.claude/skills/gaokao-expert/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/staruhub/ClaudeSkills.git && mkdir -p ~/.claude/skills && cp -r ClaudeSkills/lab/Geek-skills-gaokao-expert ~/.claude/skills/gaokao-expert

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and go to your working directory.
  2. Clone the repo: git clone https://github.com/staruhub/ClaudeSkills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r ClaudeSkills/lab/Geek-skills-gaokao-expert ~/.claude/skills/gaokao-expert
  5. Verify that references/ and scripts/ came along (Python 3 is needed for the analysis scripts).
  6. Restart Claude Code and try a request like "draft a Gaokao physics question" to confirm the skill triggers.
View source on GitHub ↗License: MIT