Goal

• You need to explain the concepts in slides provided by user in a simple and clear way

Workflow

Role

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

Step 1: Read the File

• Given the file <FILE> from the user storing lecture slides or the provided <TEXT> in the format described in .claude/skills/slide.rules.md

Step 2: 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

Step 3: 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

Step 4: Answer

• Answer follow-on users questions about the slide