Inventory artifacts
Find manuscripts, SI, response letters, source workbooks, generated outputs, figures, and code.
Publication-safety audit for Codex workflows
Trace every claim from data to final publication.
W-Publication-Auditor reviews manuscripts, response letters, SI, Source Data, figures, and analysis code for alignment gaps before submission.
Text alignment
response letter, manuscript, SI, captions
Data lineage
Source Data, CSV, code outputs, figure claims
Word review
red problem text and anchored comments
Workflow
Designed for the revision-to-publication gap.
Extract evidence
Parse Word paragraphs, table rows, highlighted text, captions, workbook sheets, and source-data ranges.
Align claims
Compare response promises with revised text and classify missing, stale, near-match, and overclaim cases.
Annotate review copy
Create Word copies with red problem text and comments that include the exact error line, evidence, and fix.
Local environment
Install with uv, then run auditable commands.
The skill keeps the agent focused on publication-safety logic. The Python tools handle deterministic file parsing, workbook inspection, sentence matching, and Word comment insertion.
bash skill/w-publication-auditor/scripts/setup_uv.sh
source .venv/bin/activate
wpa-inventory ./paper-package --out audit_outputs
wpa-extract-docx response.docx --out audit_outputs/letter_blocks.csv
wpa-align-text audit_outputs/letter_blocks.csv audit_outputs/manuscript_blocks.csv \
--out audit_outputs/sentence_alignment.csvSkill package
Use it with open-source Codex + model + skills.
Download the skill zip, unpack it into your Codex skills directory, and let the agent call the bundled scripts during audits.