aer-consistencylisted
Install: claude install-skill brycewang-stanford/AER-Skills
# AER Consistency
## Overview
Referees and editors run cheap integrity checks before engaging with ideas:
does the abstract's number appear in the tables? Do the Ns add up? Does
"Table 4" exist? Does every citation resolve? A single mismatch reframes the
entire report from "is this right?" to "what else is wrong?" — and for
AI-assisted manuscripts these mismatches are the **modal failure**, because
text and tables are often generated in separate passes.
This skill is the full-manuscript integrity audit. It is mechanical by
design: every check below has a yes/no answer obtained by comparing two
artifacts, not by judgment. Run it after every revision round, not only
before first submission.
## When to Use
- The body sections and exhibits exist and the manuscript is being assembled
- After an R&R revision, when numbers and exhibit ordering changed
- Before `aer-referee-sim` (so the simulated referees attack substance, not
typos) and before `aer-submission`
- Any time results were re-run — even "tiny" re-runs desynchronize text
## Audit 1 — The Headline-Number Register
Build a register of every number that appears more than once in the
manuscript, then verify each row against its single source of truth (the
table or the replication output):
```text
NUMBER SOURCE ABSTRACT INTRO RESULTS CONCL MATCH
4.2 log points Tab 3 col 4 yes yes yes yes OK
s.e. 1.1 Tab 3 col 4 yes no yes no OK
$84 bi