Optimize Academic Writing: AI Tool for AER Consistency
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Optimize Academic Writing: AI Tool for AER Consistency
Enhance your manuscript's integrity with the "Optimize Academic Writing: AI Tool for AER Consistency" skill. Ensure every detail of your AER, AER:Insights, or AEJ manuscript is consistent and precise. Avoid embarrassing discrepancies that can shift the focus from your research's substance to minor errors.
What this skill does
This AI skill executes a comprehensive integrity audit of your manuscript to ensure internal consistency across various components. It performs essential checks to ensure:
Headline numbers across abstract, introduction, results, and tables: Verifies that numbers match across all sections of your document for uniformity and accuracy.
Sample sizes accuracy: Confirms that reported sample sizes are consistent throughout your manuscript.
Conversion accuracy: Ensures log-point and percentage-point conversions are correctly executed.
Cross-referencing of documents: Validates the existence and accuracy of cross-references such as "Table 4".
In-text citation and bibliography matching: Checks that every citation is resolved correctly with the bibliography for comprehensive referencing.
Run this skill after every revision to maintain accuracy and before the `aer-referee-sim` and `aer-submission` to focus peer review on your ideas rather than avoidable errors.
Use cases
Conduct a full-manuscript integrity audit when assembling your academic paper for submission.
Perform checks post R&R revision, ensuring seamless results and exhibit synchronization.
Verify manuscript consistency every time you re-run results, even for minor updates, to prevent desynchronization.
Utilize before sending to `aer-referee-sim` to allow referees to concentrate on substantive content.
Technical details
This skill integrates seamlessly with AI coding platforms like Claude Code, Cursor, and Codex, providing an efficient way to ensure internal consistency in academic writing. It focuses solely on mechanical checks that require zero judgment, giving you clear yes/no answers by comparing artifacts within your manuscript.
Adding the "Optimize Academic Writing: AI Tool for AER Consistency" to your academic toolkit can transform your manuscript preparation process, ensuring accuracy, consistency, and a smoother peer-review journey.
Source & Licence
This package is built on open-source work published by brycewang-stanford (brycewang-stanford/AER-Skills) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
Format: ZIP archive containing the skill files, documentation and the original licence.
Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.