aer-referee-simlisted
Install: claude install-skill brycewang-stanford/AER-Skills
# AER Referee Simulation
## Overview
Most papers submitted to AER are rejected; the realistic acceptance rate is
6-8 percent, and a large share never reach referees. The cheapest referee
report is the one generated **before** submission — but only if it is as
harsh as the real one. The failure mode of self-review (human or AI) is
leniency: reviewing the paper one hopes was written instead of the one on
the page.
This skill runs the AER editorial process against the draft: a ten-minute
desk screen, then three referee reports written from distinct, adversarial
priors, then an editor's synthesis with a calibrated verdict and a
prioritized revise list. The simulation has one rule that overrides all
others:
> **The simulated reviewers' job is to reject the paper. Every comment must
> survive the question "would this withstand the authors' best rebuttal?" —
> but praise requires the same evidence as criticism.**
## When to Use
- A complete draft exists (body, exhibits, bibliography) and
`aer-consistency` reports all-pass
- Before every submission and resubmission
- After a real rejection, to test whether the revision would survive the
same reports
- When coauthors disagree about whether the paper is ready
Do not use on a half-draft — the simulation will correctly report that the
paper is incomplete, which wastes the run. And do not let it replace
`aer-consistency`: typo-hunting referees are wasted referees.
## Stage 1 — The Desk Screen
Simulate the editor's first pass: