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Validate bibliography entries against citations in all paper sections. Find missing entries and unused references.
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Based on SOC occupation classification
Search for published papers that justify a specific methodological decision. Returns precedents diversified across empirical domains, with top papers read in full via PDF.
Build the "Related Literature" section by mapping each literature stream and drafting its contribution paragraph, using Semantic Scholar. Proposes the streams with you first, then searches per stream and reads 1-2 anchor papers in full.
Stage and commit changes, grouped into logical commits (e.g. writing vs. code). Optionally push with the "push" flag.
Compile the LaTeX research paper with latexmk. Use when compiling the draft after making changes.
Challenge the paper's arguments, methodology, and framing with 5-7 specific critical questions. Identifies weaknesses before reviewers do.
Check that all dependencies required to run this template are installed. Verifies R, LaTeX, required packages, and runs a full smoke test of the pipeline.
| name | validate-bib |
| description | Validate bibliography entries against citations in all paper sections. Find missing entries and unused references. |
| disable-model-invocation | true |
Cross-reference all citations in the paper against bibliography entries.
Read the bibliography file (draft/references.bib) and extract all citation keys
Scan all paper sections for citation keys:
.tex files in draft/sections/: look for \cite{, \citet{, \citep{, \citeauthor{, \citeyear{draft/main.tex for any citations in the preamble or abstractCross-reference:
Check entry quality for each bib entry:
Report findings:
draft/sections/*.tex
draft/main.tex
draft/references.bib