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/validate-bib

Validate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user has any concern about bibliography completeness or citation keys. Triggers include: "validate my bib", "check my

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auto-empirical-research-skills
4.9k200 skills

Claude Code

$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill validate-bib --agent claude-code

SKILL.md

validate-bib.SKILL.md
name: validate-bib
description: >-
  Validate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user has any concern about bibliography completeness or citation keys. Triggers include: "validate my bib", "check my citations", "find missing references", "I'm getting undefined citation errors", "are all my citations in the bib file", "check for unused references", "my bibliography is broken", "missing bib entries", "citation not found", or after adding new references from a lit review or before submission.
argument-hint: "[bib file path, or leave blank to auto-detect]"
allowed-tools: ["Read", "Grep", "Glob"]

Validate Bibliography

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

Steps

1. **Read the bibliography file** and extract all citation keys

2. **Scan all source 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 source files 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:

manuscripts/**/*.tex
Quarto/**/*.qmd

Bibliography location:

Bibliography_base.bib  (repo root)
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Questions about validate-bib.

Which coding agents can use validate-bib?
validate-bib installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.