Aejmac workflow
Skill brycewang-stanford/Awesome-Journal-Skills/AEJ-Macroeconomics-Skills/skills/aejmac-workflow
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
Copied from the file, not written here
Use when deciding which aejmac-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Macroeconomics (AEJ: Macro) submission. Routes — it does not replace — the specialized skills.
SKILL.md
7.4 KB, ~1.8k tokens by cl100k_base, as published. Nobody here has run it
AEJ: Macro Workflow Router (aejmac-workflow)
Overview
This is the router. It tells you which aejmac- skill to use at the current stage* of a manuscript aimed at the American Economic Journal: Macroeconomics (AEJ: Macro) — the American Economic Association's quarterly, broad-interest macro journal (founded 2009; one of four AEJs). AEJ: Macro rewards papers that bring quantitative discipline and policy relevance to a substantive macro question across growth, business cycles, monetary and fiscal policy, labor-macro, international macro, and macro-finance.
The defining feature of AEJ: Macro is methodological breadth: it publishes both quantitative-theoretical work (DSGE, heterogeneous-agent, structural estimation, calibrated models) and identified-empirical work (SVAR, local projections, narrative identification, micro-data macro). A paper does not have to be one or the other — the bar is that whichever tool you use, the mapping from model/data to the macro conclusion is disciplined.
Default assumption: unless the user says otherwise, treat the target as AEJ: Macro. Operational tells that you are at AEJ: Macro and not a field-macro or general-interest sibling: submission via the AEA submission system; a membership-scaled submission fee (member/nonmember × income tier; 检索于 2026-06,以官网为准); single-blind external review managed by the editor/coeditors; JEL codes required; the AEA Data Editor (Lars Vilhuber) runs a pre-publication reproducibility check — covering simulation and calibration code, not only regression scripts — with materials deposited at the AEA Data and Code Repository on openICPSR. Editor as of 2026: Ayşegül Şahin (检索于 2026-06;以官网为准). Re-verify volatile specifics on the official AEA pages.
When to trigger
- The user asks "what should I do next?"
- A draft needs its current bottleneck diagnosed
- Work is ping-ponging between model/estimation, identification, framing, writing, and the response letter
- An AEJ: Macro decision letter arrived and the user needs to switch into revision mode
Routing table
| Current symptom | Next skill |
|---|---|
| Question feels narrow / field-macro / not broad-interest | aejmac-topic-selection |
| Contribution vs. the macro frontier is fuzzy or undersold | aejmac-literature-positioning |
| Empirical identification (SVAR / LP / narrative / IV) is shaky | aejmac-identification |
| A quantitative model needs calibration / estimation discipline | aejmac-theory-model |
| Headline number not shown robust to specification / sample / tuning | aejmac-robustness |
| Exhibits are dense; IRFs/fan charts/fit plots unclear | aejmac-tables-figures |
| Prose buries the question; abstract/intro do not land | aejmac-writing-style |
| Data/code/simulation deposit, README, or AEA Data Editor prep | aejmac-replication-package |
| Want to anticipate referee objections / desk-reject odds | aejmac-referee-strategy |
| Ready to submit via the AEA system; need a preflight | aejmac-submission |
| Received an R&R; need a response-letter strategy | aejmac-rebuttal |
Default order
aejmac-topic-selection— lock the broad-interest macro questionaejmac-literature-positioning— stake the contribution vs. the macro frontieraejmac-identification— SVAR / LP / narrative / IV credibility (empirical branch)aejmac-theory-model— calibration / structural-estimation discipline (quantitative branch)aejmac-robustness— show the headline number is not fragileaejmac-tables-figures— IRFs, fan charts, model-fit exhibits done rightaejmac-writing-style— make the idea land (abstract + intro last; ≤100-word abstract)aejmac-replication-package— assemble the AEA-compliant data/code/simulation packageaejmac-referee-strategy— pre-empt the objections macro referees raiseaejmac-submission— AEA system preflightaejmac-rebuttal— after the R&R
aejmac-identificationandaejmac-theory-modelare siblings, not a strict order: an empirical paper leans on the former, a quantitative paper on the latter, and a hybrid paper visits both.aejmac-writing-styleis a late-stage polish; do not rewrite the intro before the headline number settles.
Anti-patterns
- Skipping
aejmac-replication-packageuntil acceptance — the AEA Data Editor verifies before publication, and for macro this includes simulation/calibration code, not just data cleaning - Letting
aejmac-tables-figurespolish IRFs while the identification or calibration is still moving - Treating AEJ: Macro like a field outlet (J. Monetary Economics / RED) — the bar is broad macro interest plus AEA process, not just technical correctness for specialists
- Choosing a method (DSGE vs. SVAR vs. LP) before deciding what the paper must measure — let the question pick the tool
Routing by paper archetype
AEJ: Macro spans several macro branches, and the bottleneck differs by branch. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| empirical shock-identification (monetary/fiscal) | SVAR / narrative / proxy-VAR credibility | aejmac-identification |
| dynamic-effects estimation | local-projection specification + inference | aejmac-identification → aejmac-robustness |
| quantitative DSGE / HANK | calibration targets + parameter identification | aejmac-theory-model |
| structural estimation | what data moments identify each parameter | aejmac-theory-model → aejmac-robustness |
| model + evidence hybrid | does the model match the identified empirical response | aejmac-identification + aejmac-theory-model |
Worked routing example (illustrative)
A user says: "My HANK model matches the data, but a referee says my monetary-shock series is not credibly exogenous and the consumption response is not robust to the lag length." That is two distinct AEJ: Macro pushbacks — identification of the shock (owned by aejmac-identification, narrative/high-frequency branch) and fragility of the dynamic response (owned by aejmac-robustness). The model side (aejmac-theory-model) only matters once the empirical target it is matched to is credible. Route to identification first; once the shock and the response settle (say the peak MPC-driven consumption response stabilizes at 1.4%, 90% CI [0.9, 1.9], illustrative), return to aejmac-tables-figures and aejmac-rebuttal.
Minimal decision snippet
if decision_letter_arrived: -> aejmac-rebuttal
elif ready_to_submit: -> aejmac-submission
elif anticipating_referees: -> aejmac-referee-strategy
elif data_code_deposit: -> aejmac-replication-package
elif exhibits_unclear: -> aejmac-tables-figures
elif headline_fragile: -> aejmac-robustness
elif model_calibration_estimation: -> aejmac-theory-model
elif shock_or_design_shaky: -> aejmac-identification
elif claim_or_positioning_fuzzy: -> aejmac-literature-positioning
else: -> aejmac-topic-selection
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.