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validate-bib

Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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Use validate-bib to validate Bibliography_base.bib against citations across the lecture .tex and .qmd files, reporting missing and unused entries, likely citation-key typos, and bibliography-entry quality issues.

    User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗

    SKILL.md

    name: validate-bibdescription: Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.allowed-tools: ["Read", "Grep", "Glob"]

    Validate Bibliography

    Cross-reference all citations in lecture files against bibliography entries.

    Steps

    1. Read the bibliography file and extract all citation keys

    2. Scan all lecture files for citation keys:

      • .tex files: look for \cite{, \citet{, \citep{, \citeauthor{, \citeyear{
      • .qmd files: look for @key, [@key], [@key1; @key2]
      • Extract all unique citation keys used
    3. Cross-reference:

      • Missing entries: Citations used in lectures but NOT in bibliography
      • Unused entries: Entries in bibliography not cited anywhere
      • Potential typos: Similar-but-not-matching keys
    4. Check entry quality for each bib entry:

      • Required fields present (author, title, year, journal/booktitle)
      • Author field properly formatted
      • Year is reasonable
      • No malformed characters or encoding issues
    5. Report findings:

      • List of missing bibliography entries (CRITICAL)
      • List of unused entries (informational)
      • List of potential typos in citation keys
      • List of quality issues

    Files to scan:

    Slides/*.tex
    Quarto/*.qmd
    

    Bibliography location:

    Bibliography_base.bib  (repo root)
    
    validate-bib by brycewang-stanford · The Skill Leaderboard