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aejmac-writing-style

Use when revising prose, the abstract, or the introduction of an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript for AEA house style and the broad-interest macro arc. Late-stage polish on framing and clarity; it does not fix identification, the model, or exhibits.

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

85/100

Supported Platforms

Universal

Our assessment of aejmac-writing-style

aejmac-writing-style scores 85/100 on our quality scale, 667th of 1,179 Content & Media skills we index.

Its SKILL.md is 4.8 KB long, well organised into 10 sections with 1 code example: a solid amount of guidance for an agent.

With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
17/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 18 days ago, so aejmac-writing-style is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

aejmac-writing-style compared with similar skills

All 4 of these similar skills score higher than aejmac-writing-style; compare them before choosing.

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Frequently asked questions

How do I install aejmac-writing-style?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style. The install tabs above show the steps for each supported agent.
Which AI agents does aejmac-writing-style work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is aejmac-writing-style safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is aejmac-writing-style still maintained?
The repository was last updated 18 days ago, so aejmac-writing-style is actively maintained.

name: aejmac-writing-style description: Use when revising prose, the abstract, or the introduction of an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript for AEA house style and the broad-interest macro arc. Late-stage polish on framing and clarity; it does not fix identification, the model, or exhibits.

Writing Style (aejmac-writing-style)

When to trigger

  • The introduction leads with the model block or the estimator, not the macro question
  • The abstract is over 100 words or buries the headline quantity
  • A general macroeconomist cannot tell from page 1 what is measured and why it matters
  • The prose is technically correct but the idea does not land

The AEJ: Macro writing bar

AEJ: Macro is broad-interest, so the writing must make the macro question and the headline quantity legible to a general macroeconomist early — before the DSGE notation or the SVAR machinery. Follow AEA house style (active voice, plain prose, quantities with units, standard errors / bands reported). The hard constraint to design around: the abstract is ≤100 words (检索于 2026-06;以官网为准) — far tighter than most economics journals — so every word in it must earn its place.

The AEJ: Macro introduction arc

  1. The macro question + headline quantity, in the first breath. "How much does a monetary tightening lower output?" — then the number with units and uncertainty, e.g., "we find a 100 bp shock lowers output by 0.6% (90% band [0.2, 1.0]) at its peak."
  2. Why it is hard. The identification or quantification obstacle (anticipation, simultaneity, short samples; or what disciplines the model).
  3. The approach. Data + design (SVAR/LP/narrative) and/or model (DSGE/HANK) — in one paragraph, after the question, not before it.
  4. The result restated with mechanism and uncertainty. What drives the number; carry the band into any counterfactual.
  5. Contribution + lesson with scope. What general macroeconomists learn; where it holds and where it does not.
  6. Brief roadmap. One or two sentences, not a section-by-section recital.

The ≤100-word abstract

  • Sentence 1: the macro question.
  • Sentence 2–3: the approach (one clause) and the headline quantity with uncertainty.
  • Sentence 4: the mechanism or policy lesson.
  • Cut: literature, method jargon, signposting. At ≤100 words there is no room for throat-clearing.

Prose discipline

  • Quantities, not adjectives. "Large" → "0.6% at peak." Report SEs/bands in the sentence where the number appears.
  • Active voice, short sentences. AEA house style favors plain prose.
  • Define before you deploy notation; minimize symbols in the intro.
  • One idea per paragraph; topic sentence first.
  • Policy relevance stated, not implied — AEJ: Macro readers want the decision-relevant takeaway.

Checklist

  • [ ] Abstract ≤100 words, with the headline quantity and its uncertainty
  • [ ] First paragraph states the macro question and the number (units + band/SE)
  • [ ] Approach appears after the question, not before it
  • [ ] Mechanism and scope/limits stated; no over-claiming
  • [ ] Active voice, AEA plain style; quantities not adjectives
  • [ ] Roadmap is one or two sentences
  • [ ] A general macroeconomist could state your contribution after reading page 1

Anti-patterns

  • Leading the intro with the model's equations or the estimator (reads as a field/methods paper)
  • An abstract over 100 words, or one with no number in it
  • "Significant effects" with no point estimate or band in the abstract/intro
  • Over-signposted roadmap doing the argument's job
  • Subfield jargon on page 1 that a general macro reader cannot parse
  • Burying the policy lesson in the conclusion

Worked vignette: before → after first sentence (illustrative)

  • Before: "We build a medium-scale New Keynesian DSGE model with financial frictions and estimate it by Bayesian methods to study monetary transmission." (machinery first; no question, no number)
  • After: "How much of a recession does a surprise monetary tightening cause, and through which channel? Using high-frequency policy surprises in a proxy-VAR, we find a 100 bp shock lowers output by 0.6% (90% band [0.2, 1.0]) at its peak, two-thirds of it through investment." (question + quantity + uncertainty + mechanism, in the first breath)

For a full before→after introduction in AEJ: Macro house style, see ../../resources/worked-examples/01-introduction.md.

Output format

【Abstract word count】 ≤100? [Y/N] (current: __)
【First-paragraph test】question + quantity + uncertainty present? [Y/N]
【Arc】question → why hard → approach → result+mechanism → contribution+scope → roadmap? [Y/N]
【Style】active voice, quantities-not-adjectives, SEs/bands in sentences? [Y/N]
【Next step】aejmac-replication-package

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryContent
Updated18d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions