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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。

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-workflow

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What its author says it does

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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

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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 symptomNext skill
Question feels narrow / field-macro / not broad-interestaejmac-topic-selection
Contribution vs. the macro frontier is fuzzy or undersoldaejmac-literature-positioning
Empirical identification (SVAR / LP / narrative / IV) is shakyaejmac-identification
A quantitative model needs calibration / estimation disciplineaejmac-theory-model
Headline number not shown robust to specification / sample / tuningaejmac-robustness
Exhibits are dense; IRFs/fan charts/fit plots unclearaejmac-tables-figures
Prose buries the question; abstract/intro do not landaejmac-writing-style
Data/code/simulation deposit, README, or AEA Data Editor prepaejmac-replication-package
Want to anticipate referee objections / desk-reject oddsaejmac-referee-strategy
Ready to submit via the AEA system; need a preflightaejmac-submission
Received an R&R; need a response-letter strategyaejmac-rebuttal

Default order

  1. aejmac-topic-selection — lock the broad-interest macro question
  2. aejmac-literature-positioning — stake the contribution vs. the macro frontier
  3. aejmac-identification — SVAR / LP / narrative / IV credibility (empirical branch)
  4. aejmac-theory-model — calibration / structural-estimation discipline (quantitative branch)
  5. aejmac-robustness — show the headline number is not fragile
  6. aejmac-tables-figures — IRFs, fan charts, model-fit exhibits done right
  7. aejmac-writing-style — make the idea land (abstract + intro last; ≤100-word abstract)
  8. aejmac-replication-package — assemble the AEA-compliant data/code/simulation package
  9. aejmac-referee-strategy — pre-empt the objections macro referees raise
  10. aejmac-submission — AEA system preflight
  11. aejmac-rebuttal — after the R&R

aejmac-identification and aejmac-theory-model are 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-style is a late-stage polish; do not rewrite the intro before the headline number settles.

Anti-patterns

  • Skipping aejmac-replication-package until acceptance — the AEA Data Editor verifies before publication, and for macro this includes simulation/calibration code, not just data cleaning
  • Letting aejmac-tables-figures polish 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.

ArchetypeLikely first bottleneckEnter at
empirical shock-identification (monetary/fiscal)SVAR / narrative / proxy-VAR credibilityaejmac-identification
dynamic-effects estimationlocal-projection specification + inferenceaejmac-identificationaejmac-robustness
quantitative DSGE / HANKcalibration targets + parameter identificationaejmac-theory-model
structural estimationwhat data moments identify each parameteraejmac-theory-modelaejmac-robustness
model + evidence hybriddoes the model match the identified empirical responseaejmac-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.

Keep looking

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