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mikuz12/exampass-assistant

Data science & ML

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Customized ExamPass Assistant Codex skill

Overview

- Current repository: https://github.com/MIKUZ12/ExamPass-Assistant - Original project: https://github.com/WUBING2023/ExamPass-Assistant This repository is based on secondary development of the original project, retaining the original project's basic capabilities such as course material extraction, HTML generation, and chapter testing, and has been customized and enhanced around "truly understanding course content." Information about the original project authors and contributors is kept in the contributors and licenses section below. - Supports PPTX / DOCX / PDF, with recursive scanning of table of contents and automatic grouping by chapter - Extract text, tables, images, and record key image candidates in _extraction_bundle.json - Generate**: first create chapter knowledge maps, then explain logical sequences, conceptual motivations, formula derivation, chart meanings, and exam methods page by page and module - Supports PPT files via {{IMAGE:img_001}} Key diagrams are embedded next to the corresponding explanation paragraphs, and the final HTML uses data URI, not relying on local image files. - Support: Formulas must be derived step-by-step in relevant modules; charts must explain axes, curves, arrows, modules, and variable relationships. - Generate **: 28 questions worth 100 points, click options → one-click correction→ display correct/incorrect answers + detailed explanations + error reminders for each question. - Generate **: Automatically include objective and incorrect questions, export Markdown, and include reproducible error analysis Prompt - Reinforcement**: Multiple-choice distractions must come from the same concept cluster, true cause of error, or derivation chain; strange options that cannot be eliminated at a glance are not allowed - Analysis results are automatically cached, run again in the same directory to get results in seconds - Browser opens and is ready to use; Ctrl+P prints as PDF Call /exampass in the course directory to automatically scan subfolders, extract content, conduct in-depth analysis, and generate HTML. Each chapter generates: - Knowledge checklist.html — Instructional review notes (main chapter line, page-by-page/module-by-module explanations, formula derivation, inline linkage with images) - Chapter testing.html — Interactive self-assessment (optional grading, question-by-question analysis) Copyright (c) 2025 ExamPass Assistant Contributors

Overview (machine translated)

** Turn classroom handouts into exam review systems that can be compared, derived, and reviewed. ** Convert PPT, Word, and PDF courseware into lecture-style chapter handouts and interactive test questions with one click.

English


Warehouse Description

This is a self-use modified warehouse maintained by @MIKUZ12:

  • Current repository: https://github.com/MIKUZ12/ExamPass-Assistant
  • Original project: https://github.com/WUBING2023/ExamPass-Assistant

This repository is based on secondary development of the original project, retaining the original project’s basic capabilities such as course material extraction, HTML generation, and chapter testing, and has been customized and enhanced around “truly understanding course content.” Information about the original project authors and contributors is kept in the contributors and licenses section below.


Applicable Scenarios

Role Purpose
College Students Upload course PPTs/handouts, automatically generate instructional chapter handouts + interactive chapter tests, review logic chains, formula derivations, and chart meanings
Instructor Courseware is converted into structured handouts with one click, automatically generating differentiated supporting exercises, answer explanations, and error review materials
Graduate Entrance Exam/Certification Reference book PDF converted into review materials that can be derived, self-tested, and reviewed with mistakes

Core Features

  • Supports PPTX / DOCX / PDF, with recursive scan directories and automatic grouping by chapter
  • Extract text, tables, and images, and record key image candidates in _extraction_bundle.json.
  • Generate Professor-style Chapter Handout HTML: First, create a chapter knowledge map, then explain logical progress, conceptual motivation, formula derivation, chart meanings, and exam methods page by page and module
  • Supports inline image embedding: By embedding key images from PPT next to corresponding explanation paragraphs via {{IMAGE:img_001}}, the final HTML uses data URIs, without relying on local image files
  • Supports Formula and Illustrated Explanation: Formulas must be derived step by step in relevant modules, and charts must explain axes, curves, arrows, modules, and variable relationships
  • Generates interactive chapter test HTML: 28 questions worth 100 points, click options → one-click correction→ display correct/incorrect + detailed analysis + common error reminders for each question
  • Generates error analysis documents: Automatically includes objective and incorrect questions, exports Markdown, and comes with a copyable error analysis prompt
  • Reinforce question quality constraints: Multiple-choice distractions must come from the same concept cluster, true misleading, or derivation chain; strange options that can be immediately excluded are not allowed
  • Analysis results are automatically caching, and running again in the same directory yields results in seconds
  • Ready to use when opening the browser, Ctrl+P prints as PDF

Get started quickly

How to use

Generate chapter knowledge checklist + test questions

Call /exampass in the course directory to automatically scan subfolders, extract content, conduct in-depth analysis, and generate HTML.

Each chapter is generated:

  • ‘Knowledge List.’

This page was translated automatically. Technical details may differ from the original.

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Install

npx skillfish add mikuz12/exampass-assistant
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