aejpol-workflow — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited aejpol-workflow (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.
This is the router. It tells you *which aejpol- skill to use at the current stage* of a manuscript aimed at the American Economic Journal: Economic Policy (AEJ: Policy) — the American Economic Association's quarterly journal for the economic analysis OF policy. AEJ: Policy rewards a paper built around a clear policy question whose answer carries a welfare, cost-benefit, or distributional implication*, identified credibly (quasi-experimental / RCT / applied theory) and reproducible to AEA standards. The policy question and its counterfactual are the through-line of every skill below.
Default assumption: unless the user says otherwise, treat the target as AEJ: Policy. Operational tells that you are at AEJ: Policy and not a sibling: review is single-blind through the AEA submission system (the manuscript carries the title/byline/affiliations); JEL codes are required; the AEA Data and Code Availability Policy and the AEA Data Editor run a pre-publication reproducibility check on a deposit in the AEA Data and Code Repository (openICPSR); the bar is broad policy interest + credible causal evidence + a welfare/cost-benefit reading, not a field-public-finance bar (J. Public Economics) or an identification-for-its-own-sake bar (AEJ: Applied). Re-verify volatile specifics (submission fee, editors) on the official AEA pages — official AEA pages checked 2026-06-20.
| Current symptom | Next skill |
|---|---|
| No sharp policy question, or fit vs. JPubE / AEJ:Applied / AER unclear | aejpol-topic-selection |
| Contribution vs. the policy-evaluation literature is fuzzy or undersold | aejpol-literature-positioning |
| Causal design (DID / IV / RDD / RCT) for the policy's effect is shaky | aejpol-identification |
| Need a model/welfare framework to read estimates as a policy effect | aejpol-theory-model |
| Estimate stability, sensitivity, and threats need stress-testing | aejpol-robustness |
| Exhibits are dense; significance asterisks still present | aejpol-tables-figures |
| Prose buries the policy takeaway; abstract/intro do not land | aejpol-writing-style |
| Data/code deposit, README, AEA Data Editor prep, restricted-data path | aejpol-replication-package |
| Want to anticipate the referees' objections before submitting | aejpol-referee-strategy |
| Ready to submit via the AEA system; need a preflight | aejpol-submission |
| Received an R&R; need a response-letter strategy | aejpol-rebuttal |
aejpol-topic-selection — lock the policy question + the welfare/cost-benefit stakeaejpol-literature-positioning — stake the contribution vs. the policy-evaluation frontieraejpol-identification — credible quasi-experimental / RCT evaluation of the policyaejpol-theory-model — the framework that maps estimates to a welfare/policy objectaejpol-robustness — sensitivity, threats, specification stabilityaejpol-tables-figures — exhibits without significance asterisks; a policy-relevant headline exhibitaejpol-writing-style — translate estimates into a clear policy takeaway (abstract + intro last)aejpol-replication-package — assemble the AEA-compliant depositaejpol-referee-strategy — pre-empt the objections referees will raiseaejpol-submission — AEA system preflightaejpol-rebuttal — after the R&Raejpol-writing-style is a late-stage polish; do not rewrite the intro before identification/robustness settle.aejpol-replication-package to acceptance — the AEA Data Editor checks before publicationaejpol-tables-figures polish exhibits while identification is still movingThe bottleneck differs by how the policy is identified. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| reform / law change (staggered) | TWFE bias; modern DID; pre-trends | aejpol-identification |
| eligibility threshold / formula | RDD / bunching design + density test | aejpol-identification |
| field experiment / RCT of a program | estimand + pre-registration + welfare cost | aejpol-topic-selection → aejpol-identification |
| sufficient-statistics / structural welfare | mapping reduced-form estimate to welfare | aejpol-theory-model |
A user says: "My estimate of a tax-credit expansion on employment is clean, but a referee says the paper 'has no policy point' and the welfare claim is hand-waved." Two AEJ: Policy pushbacks — no welfare/cost-benefit reading and takeaway not framed as a policy lesson — owned by aejpol-theory-model (the welfare mapping) and aejpol-writing-style (the takeaway). Route to aejpol-theory-model to turn the employment elasticity into a marginal-value-of-public-funds / cost-per-job number, then aejpol-writing-style for the policy sentence.
if decision_letter_arrived: -> aejpol-rebuttal
elif ready_to_submit: -> aejpol-submission
elif anticipating_referees: -> aejpol-referee-strategy
elif exhibits_or_significance: -> aejpol-tables-figures
elif estimate_unstable: -> aejpol-robustness
elif welfare_mapping_missing: -> aejpol-theory-model
elif identification_shaky: -> aejpol-identification
elif claim_or_positioning_fuzzy: -> aejpol-literature-positioning
else: -> aejpol-topic-selection~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.