Skip to content
Content
Skill

/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. Enforces the length budget and the lead-with-the-result arc; it

From plugin
awesome-journal-skills
965200 skills
Install
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aeri-writing-style

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

aeri-writing-style.SKILL.md
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`](../aeri-robustness/SKILL.md)). 2. **Compress the literature** to one or two paragraphs ([`aeri-literature-positioning`](../aeri-literature-positioning/SKILL.md)). 3. **Move proofs/derivations and estimation detail** to the appendix ([`aeri-theory-model`](../aeri-theory-model/SKILL.md)). 4. **Delete throat-clearing** ("It is well known that…", over-signposted roadmaps). 5. **Merge exhibits** to reclaim 200 words each ([`aeri-tables-figures`](../aeri-tables-figures/SKILL.md)). 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
Read more
Ships withawesome-journal-skills

Stanford REAP × CoPaper.AI · 由斯坦福实证方法论团队精选与维护 访问 copaper.ai 微信:CoPaper.AI 按 11 个主流学科板块覆盖 经管与商科 社会科学 人文学科 数学与物理科学 生命科学 医学与健康 工程与技术 计算机科学与 AI 体育科学 点击任一学科名可跳转到对应说明;每类下的代表子领域在正文总览中完整列出。下方封面墙按 venue 导航,完整分类见覆盖一览。 🧭 布局指南 · 📚 Skill Pack 一览 · ⚡ 如何使用 · 🧪 自动实证

Get the whole plugin
Stats
965
Stars
121
Forks
Active
Maintenance
Stata
Language
MIT
License
13h ago
Last commit
2mo ago
Created

Repo: brycewang-stanford/Awesome-Journal-Skills

Other skills on awesome-journal-skills.