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Chinese Language Error Tutor

Education Updated 2026.08.29

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Please install @user_9280aa63/chinese-learning-skills according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem It Addresses

Junior high Chinese study often leaves errors scattered across photos, handwritten work, class notes, and essay comments. The skill turns Chinese error remediation into a structured workflow for Shanghai grades 6–9 using the Ministry-compiled curriculum.

How It Works

  • Error analysis: accepts photos, handwriting, or text, locates the cause of an error, and maps it to knowledge points such as vocabulary, classical Chinese, modern reading, or poetry appreciation.
  • Practice generation: creates five difficulty-level variants around the same knowledge point.
  • Note organization: classifies multimodal input into structured study notes.
  • Exam assembly: builds papers by knowledge point, difficulty, and error frequency, with PDF output.
  • Essay review: scores against a 100-point rubric and provides paragraph-level annotations and revision suggestions.

Results are saved as ima notes in folders such as 错题本/, 课堂笔记整理/, 组卷练习/, and 作文集/, creating a reviewable study record.

Boundaries

It targets zh-CN and Shanghai junior high Chinese scenarios, including homework errors, exam practice, note consolidation, and writing. It requires WorkBuddy >= 2.0.0, a WeChat mini program, a text-reasoning model, a visual-understanding model, and the ima feature; output quality depends on input materials and curriculum fit.

Use Cases

  • Photograph a Chinese homework error, identify the cause, and map it to the target knowledge point in review notes.
  • Convert scattered class dictation, board notes, or audio into structured junior high Chinese study notes.
  • Assemble a pre-exam Chinese practice set by knowledge point, difficulty, and frequent error frequency.
  • Score a narrative essay on a 100-point rubric and provide paragraph-level annotations with revision suggestions.

Best For

  • Shanghai grade 6–9 students who want to turn Chinese homework errors into reviewable knowledge points.
  • Junior high Chinese teachers who need to organize errors, class notes, and exam sets into reusable notes.
  • Parents supporting tutoring who want to track weak points in grammar, classical Chinese, and essays.
  • Self-directed students who want photo-based input to generate variant practice questions and exam papers.