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Get Started Free →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
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -56% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -31% | 0% |
| case-21 | ✓→✗ | ▼ Worse | -64% | 0% |
| case-01 | ✓→✓ | ＝ Same ✓ | -13% | 0% |
Cross-reference all citations in manuscript files against bibliography entries.
.bib files in the project.\cite{}, \citet{}, \citep{}, \citeauthor{}, \citeyear{}.tex files without matching .bib entries.bib entries not cited anywhereOther measured skills in the registry, with their headline benchmark lift.