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aeri-writing-style

Use when revising an American Economic Review: Insights (AER: Insights) short-format manuscript to lead with the result, fit the hard word cap (7,000 words minus 200 per exhibit), and write the ≤100-word abstract.

Install / Use

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

aeri-writing-style scores 85/100 on our quality scale, 670th of 1,179 Content & Media skills we index.

Its SKILL.md is 4.2 KB long, well organised into 9 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 aeri-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.

aeri-writing-style compared with similar skills

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

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aeri-writing-style (this skill)by brycewang-stanford851.2k18d agoSKILL.md
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algorithmic-artby anthropics100177.9k10d agoSKILL.md
pptxby anthropics100177.9k10d agoSKILL.md
designby nextlevelbuilder100130.2k12d agoSKILL.md

Frequently asked questions

How do I install aeri-writing-style?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style. The install tabs above show the steps for each supported agent.
Which AI agents does aeri-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 aeri-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 aeri-writing-style still maintained?
The repository was last updated 18 days ago, so aeri-writing-style is actively maintained.

name: aeri-writing-style description: Use when revising an American Economic Review: Insights (AER: Insights) short-format manuscript to lead with the result, fit the hard word cap (7,000 words minus 200 per exhibit), and write the ≤100-word abstract. Enforces the length budget and the lead-with-the-result arc; it does not change the analysis.

Writing Style — Lead With the Result, Fit the Cap (aeri-writing-style)

When to trigger

  • The intro buries the headline result under setup, literature, or methods
  • The draft is over the word cap and needs cutting, not just polishing
  • The abstract exceeds 100 words or does not state the result
  • Late-stage polish once identification, robustness, and exhibits have settled

The two hard constraints (检索于 2026-06;以官网为准)

  • Word cap: main text ≤7,000 words with no exhibits; each exhibit subtracts 200 words; ≤5 exhibits (so ≥6,000 at the cap). The count includes body, footnotes, endnotes, and in-paper appendices; it excludes title, authors, abstract, acknowledgement footnote, references, exhibits, and the Supplemental Appendix. Over the cap = returned unreviewed.
  • Abstract: ≤100 words. It must state the result, not promise it.

Treat the cap as a design constraint from the first draft, not a final trim. Every sentence competes with the insight for space.

The AER: Insights arc (lead with the result)

Unlike a long paper that builds to its result, an AER: Insights paper states the answer in the first paragraph:

  1. Sentence 1–2: the question and the headline result with its magnitude and uncertainty (estimate + SE / confidence set), no asterisks.
  2. Sentence 3–4: why it matters / the prior it overturns (the surprise).
  3. One short paragraph: how it is identified (the design or the model's key restriction), in plain terms.
  4. One sentence: the single most important robustness/scope caveat, with a pointer to the appendix.
  5. Brief roadmap or none — the paper is short enough that heavy signposting wastes words.

The body then delivers exactly that arc: setup (tight), identification, result, the one or two checks, a short discussion. No second result, no survey, no extended derivations in-text.

Cutting to the cap (in priority order)

  1. Cut secondary results to the Supplemental Appendix (aeri-robustness).
  2. Compress the literature to one or two paragraphs (aeri-literature-positioning).
  3. Move proofs/derivations and estimation detail to the appendix (aeri-theory-model).
  4. Delete throat-clearing ("It is well known that…", over-signposted roadmaps).
  5. Merge exhibits to reclaim 200 words each (aeri-tables-figures).
  6. Tighten prose last — shorter sentences, fewer hedges, active voice.

Writing the ≤100-word abstract

  • State the result with its magnitude, the setting, and the identification in one breath.
  • No literature, no "we examine"; say what you found.
  • Verify the count; 100 words is a hard ceiling.

Checklist

  • [ ] First paragraph states the headline result with magnitude + SE/CI (no asterisks)
  • [ ] Main text under 7,000 − 200×(#exhibits) words (counted per AEA scope rules)
  • [ ] Abstract ≤100 words and states the result
  • [ ] One idea only in-text; secondary material in the Supplemental Appendix
  • [ ] Literature compressed to ≤2 paragraphs; no in-text survey
  • [ ] No significance asterisks/boldface anywhere
  • [ ] Roadmap minimal or absent; throat-clearing removed

Anti-patterns

  • A long build-up that reveals the result only in Section 4
  • Trimming prose while leaving a second result in-text (cut the result first)
  • An abstract over 100 words, or one that promises rather than reports
  • Counting the word budget only at the end and discovering you are 2,000 over
  • AER-length signposting in a short paper

Output format

【First paragraph】states result + magnitude + SE/CI? [Y/N]
【Word count】main text = __ ; cap = 7000 − 200×__ = __ ; under? [Y/N]
【Abstract】__ words (≤100?) and states the result? [Y/N]
【Cut list to hit cap】<secondary results / lit / proofs / exhibits merged>
【No-asterisk check】[Y/N]
【Next step】aeri-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