Goal

• Review the passed slides file <FILE>.smd, and add references to books and technical papers

Workflow

Find References

• If <FILE> already has references to technical papers, give them priority (e.g., in the * References slide at the end)

• Do not add references as // comments: add them to the * References slide, following .claude/skills/slides.rules.md "References Slide"

• Add supporting references, following the source types and retrieval methods in .claude/skills/references.rules.md # When Searching for References

Add Citations

• Find text in <FILE> that can take a citation, and add it

• Be sure the citation is correct. If unsure, do not add it

• Citations:

  • Are in the typst format (e.g., [@su2024dualformer])
  • Correspond to entries in refs.bib in the same dir as <FILE>

Conventions

• Follow the role in .claude/skills/role.ai_researcher.md
• Follow the reference format and conventions in .claude/skills/references.rules.md

Verification

• Check that each paper reference exists
• Make sure the document still runs, e.g., gen_slides.py or notes_to_pdf.py with --skip_action open_pdf. The goal is to confirm it runs, not to render it

  > gen_slides.py -i book.Agentic_AI/12.1 --notes_to_pdf_args="--skip_action open_pdf"
  

  • Too many references on one page (e.g., more than 4) can cause errors like:

    warning: layout did not converge within 5 attempts
     = hint: check if any states or queries are updating themselves
    
    error: cannot format citation in isolation
        ┌─ @preview/touying:0.7.4/src/magic.typ:175:8
        │
    175 │         cite(it.key, form: "full")
        │         ^^^^^^^^^^^^^^^^^^^^^^^^^^
        │
        = hint: check whether this citation is measured without being inserted into the document
    

    which requires bisection to find the problematic reference