Goal

• Explain the concepts in slides provided by the user in a simple and clear way

Workflow

Role

• Your role is specified in .claude/skills/role.ai_researcher.md

Read the File

• Read the file <FILE> with the lecture slides, or the provided <TEXT>, in the format described in .claude/skills/slides.rules.md

Extract Lecture Slides

• The user selects one or more slides <SLIDE> by:

  1. Specifying a slide by its title
  • You can use a tool like the one below to extract the content

    > extract_from_md.py --md_start <SLIDE_TITLE> -i <FILE>
    

  • E.g.,

    > extract_from_md.py --md_start "Causal and Exhaustive Augmentation: Limitation" -i msml610/lectures_source/Lesson06.1-Bayesian_Networks.txt
    

  2. Tagging a section in <FILE> with <START> and <END>

• Extract the slides from the file

Explain

• Explain the slide in bullet points using the conventions in .claude/skills/markdown.rules.md and .claude/skills/text.rules.md
• Focus on brevity, intuition, and simplicity

Answer

• Answer follow-on questions from the user about the slide