aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
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
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-writing-style -a windsurf -y
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.
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.
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.
> For a full before→after introduction in AEJ: Macro house style, see [`../../resources/worked-examples/01-introduction.md`](../../resources/worked-examples/01-introduction.md).
【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
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