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Get Started Free →Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -41% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -51% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 23% | 0% |
Cross-check all citation keys in the manuscript against references.bib and report mismatches.
index.qmd and extract every citation key:@key[@key], [@key1; @key2]@sec-, @fig-, @tbl- cross-referencesreferences.bib and extract every entry key (the identifier after @article{, @book{, etc.)references.bib (same key defined more than once)Errors — cited in manuscript but missing from .bib:
index.qmd where it appears/project:cite <key> to add the entryOrphaned — in .bib but never cited in manuscript:
Duplicates — same key appears multiple times in .bib:
references.bib.bib entries, errors, orphaned, duplicatesreferences.bib does not exist, report the error and stop.index.qmd contains no citations, report "No citations found" and stop.Other measured skills in the registry, with their headline benchmark lift.