Use when deciding whether a project fits AEJ: Economic Policy rather than J. Public Economics, AEJ: Applied, or AER, and when sharpening the policy question and its welfare stake for an AEJ: Economic Policy manuscript. Frames fit and the policy-question-first contribution; it does not design the identification or run estimation.
SkillScore91Maintained
Automatic
◆Research pack
Last verified 8/15/2026
What it changes
Passed 21 of 23 test cases with the skill, and 15 of 23 without it.
Without skill65%
With skill91%
Checks it passed that the model alone missed
Includes the header 【Next step】.
Includes the header 【Fit verdict】.
Includes the header 【Policy lever】.
and 7 more in the full report
8 fixed13 passed either way0 still failing2 broke
Pass-rate lift
+26 pp
Tokens
+11%
Agent turns
0%
Response time
-47%
Model gemini-3.6-flashMeasured 8/15/2026v121 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
We write a technical public finance paper on how multi-jurisdictional corporations exploit transfer pricing rules under Section 482 of the tax code, written specifically for public economics accounting specialists. Which journal target is most appropriate?
What was checked, without and with the skill
Checked
Without skill
With skill
Classifies the journal fit as JPubE.
Missed
Passed
case-17 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md72 linessingle file
Topic Selection & Policy-Question Fit (aejpol-topic-selection)
When to trigger
You have a clean empirical result but are unsure it is "an AEJ: Policy paper"
The project could plausibly go to J. Public Economics, AEJ: Applied, or AER and you must pick
A referee or colleague says the question is "narrow," "not a policy paper," or "so what?"
You can state a finding but not yet a policy question with a welfare / cost-benefit / distributional stake
The AEJ: Policy bar — lead with the policy question
AEJ: Policy publishes the economic analysis OF policy: a paper is built around a policy question ("should this tax / mandate / subsidy / regulation exist, expand, or change, and at what welfare cost?") whose answer carries a welfare, cost-benefit, or distributional implication of broad interest to the AEA readership. Two halves must both be present from the first page:
A real policy lever. A specific instrument someone could pull — a credit, a tax schedule, an eligibility rule, an emissions standard, a transfer, a mandate, an enforcement regime. Not just "an interesting natural experiment."
A counterfactual / welfare reading. What changes, for whom, and is it worth it — a cost-benefit ratio, a marginal-value-of-public-funds (MVPF), an incidence/distributional split, or a calibrated welfare number. A clean estimate with no policy reading is off-fit.
Policy areas in scope
Public economics & taxation · environmental & energy · health · education · labor & social insurance · regulation & antitrust · development policy · political economy of policy. Empirical (quasi-experimental / RCT) and applied-theory work both fit — provided the policy question and welfare relevance are explicit.
Use when placing the contribution against the policy-evaluation literature and sharpening it as a policy answer for an AEJ: Economic Policy manuscript. Stakes the contribution and the policy-relevant "so what"; it does not write the full introduction or design the identification.