aer-topic-selection — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited aer-topic-selection (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
The single most expensive mistake in top-5 economics is writing a polished manuscript around a contribution that was always going to be desk-rejected. This skill is the pre-mortem: stress-test the idea, the audience, and the venue before the introduction is drafted.
AER accepts only a small share of submissions — on the order of 6–8% historically (Card and DellaVigna 2013, Nine Facts about Top Journals), and recent Reports of the Editor put the rate lower still. A large fraction of submissions are desk-rejected before ever reaching a referee; for AER: Insights, founding editor Amy Finkelstein has reported desk-rejecting "roughly 45%" of submissions. Either way, much of a paper's survival probability is determined before the first paragraph is written.
A paper clears the top-5 bar if and only if all four are true:
If any single test fails, the realistic target is an AEJ or a top field journal, not AER.
| Signal | Target |
|---|---|
| Cross-subfield interest + ≥ 40 pages of substance | AER |
| One sharp result, fits the AER: Insights word/exhibit formula, can be told without a long lit review | AER: Insights |
| Strong but subfield-bounded contribution; methodologically sound | AEJ: Applied / Policy / Macro / Micro |
| Conventional method, modest extension, useful for one literature | Top field journal |
| Field experiment with policy hook | AER, AEJ:Applied, or QJE — register in AEA RCT Registry before submission |
For AER: Insights specifically, the editor (Amy Finkelstein) has stated that a great short paper "makes one point and makes it clearly, concisely, and effectively." If you have a second point, write a second paper.
Force the contribution into one sentence with this template:
We show that X causes Y, identified by Z, using data D, with magnitude M,
which changes the way economists think about Q.If any blank cannot be filled in:
aer-identification before doing anything elseRun these five questions (the search protocol and antecedents map live in aer-literature — use it to answer them with evidence, not recall):
A "yes" to (4) or (5) is fatal at AER.
The editor scans for these in the first ten minutes:
If any of these are present, fix them before submission.
Peer feedback measurably improves journal placement: one SD more comments → 47% higher journal quality. Before sending to AER, target:
Skip none of these for an AER target. AER: Insights tolerates a shorter cycle because the contribution is sharper and the venue is younger.
When working from the AER-skills repository or plugin bundle, load only the relevant resource:
examples/modern-aer-exemplars.mdexamples/aer-exemplars.mddocs/desk-rejection-audit.mddocs/workflow-map.mdAdvance to aer-identification / aer-introduction only if all hold; otherwise route down (AEJ / field journal) or stop:
When this skill finishes, emit:
CONTRIBUTION SENTENCE: <one line>
TARGET VENUE: <AER | AER:Insights | AEJ:Applied | AEJ:Policy | AEJ:Macro | AEJ:Micro>
TOP-5 BAR TESTS PASSED: <count>/4
KILL SWITCHES TRIGGERED: <list, or "none">
NEXT SKILL: <aer-literature | aer-identification>~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.