aer-robustness

Installation
SKILL.md

AER Robustness

Overview

A modern AER referee report contains three predictable demands:

  1. Robustness — does the result survive specification changes?
  2. Heterogeneity — where does the effect concentrate, and is that consistent with the proposed channel?
  3. Mechanismwhy does X cause Y?

This skill anticipates all three so that the referee finds the answer already in the paper. Skipping this step turns a referee report into a 6-month delay.

When to Use

  • The main result table exists but the rest of the empirical section is thin
  • An R&R demands "additional checks" without specifying which
  • Drafting the appendix before submission
  • Diagnosing why a prior submission drew a "needs more robustness" rejection
Installs
2
GitHub Stars
35
First Seen
Jun 27, 2026
aer-robustness — brycewang-stanford/aer-skills