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Validate bibliography entries against citations in all project files. Find missing entries and unused references.
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Based on SOC occupation classification
Build the T32 grant proposal as PDF and/or Word. Supports full build, Word-only, PDF-only, or single-section Word export for collaborator review.
Full grant review pipeline — runs compliance checker, study section reviewer, and proofreader on the T32 proposal. Aggregates all results into a single summary report.
Compile the LaTeX manuscript. Runs latexmk (or multi-pass pdflatex + biber) from the project root and reports errors, warnings, and undefined references.
Challenge academic content with 5-7 specific pedagogical questions. Checks ordering, prerequisites, gaps, alternatives, notation conflicts, cognitive load, and standalone readiness. Works on slides, lecture notes, paper drafts, and assignments.
Run holistic pedagogical review on teaching materials — slides, lecture notes, assignments, or syllabi. Checks narrative arc, prerequisites, worked examples, notation clarity, and pacing.
Run the proofreading protocol on project files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
| name | validate-bib |
| description | Validate bibliography entries against citations in all project files. Find missing entries and unused references. |
| disable-model-invocation | true |
Cross-reference all citations in project files against bibliography entries.
Read the bibliography file and extract all citation keys
Scan all project files for citation keys:
.tex files: look for \cite{, \citet{, \citep{, \citeauthor{, \citeyear{.qmd files: look for @key, [@key], [@key1; @key2]Cross-reference:
Check entry quality for each bib entry:
Report findings:
manuscript/**/*.tex
**/*.qmd
manuscript/references.bib (or check YAML bibliography: field in .qmd files)