A skill your agent uses 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…

MITAuto-check passedWriting & Content

Install Aeri Writing Style

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aeri-writing-style --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/AER-Insights-Skills/skills/aeri-writing-style .claude/skills/aeri-writing-style && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
aeri-writing-style
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
498 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses 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…

  • Works in 5 steps: Sentence 1–2: the question and the… → Sentence 3–4: why it matters / the prior… → One short paragraph: how it is… → …
  • Revising an American Economic Review: Insights (AER: Insights) short-format manuscript to lead with the result
  • SKILL.md covers When to trigger, The two hard constraints (检索于…, The AER: Insights arc (lead… and Cutting to the cap (in…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Aeri Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Brand voice and tone. The repository describes itself as: 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… The licence is MIT.

When your agent uses it

  • 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)
  • Write the ≤100-word abstract

Example prompts

  • “/aeri-writing-style”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  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.

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Aeri Writing Style loads about 1.1k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 498 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 498 words, ~1,082 tokens.

Download SKILL.mdSave it as .claude/skills/aeri-writing-style/SKILL.md (or your agent's skills folder).
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.

Show full SKILL.md (217 more words)Show less

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

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in AER-Insights-Skills/skills/aeri-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Aeri Writing Style next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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BrandOhh-889/skyroc79513 repos~733Automated safety check: PassMIT
Khazix WeChat Article WriterKKKKhazix/khazix-skills21k1 repos~2.9kAutomated safety check: PassMIT
Writing Guidelinesvercel-labs/agent-skills32k7 repos~309Automated safety check: PassNone
Unslop AI Writing Cleanuptheclaymethod/unslop518—~1.7kAutomated safety check: PassMIT

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Questions about Aeri Writing Style

What does Aeri Writing Style do?

A skill your agent uses 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…. Aeri Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.

When should I use Aeri Writing Style?

Aeri Writing Style fits situations like: 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); write the ≤100-word abstract.

How do I install Aeri Writing Style in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a claude-code`. Or copy the skill folder (AER-Insights-Skills/skills/aeri-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/aeri-writing-style in your project. Claude Code loads it when a task matches its description.

How do I install Aeri Writing Style in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a codex`. Or copy the skill folder (AER-Insights-Skills/skills/aeri-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/aeri-writing-style in your project. Codex loads it when a task matches its description.

Can I use Aeri Writing Style in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aeri-writing-style, .gemini/skills/aeri-writing-style, .github/skills/aeri-writing-style and .opencode/skills/aeri-writing-style in your project.

What does Aeri Writing Style need to run?

SKILL.md names no scripts, command-line tools or credentials: Aeri Writing Style is instructions for the agent only.

Does Aeri Writing Style access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Aeri Writing Style safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Aeri Writing Style use?

Aeri Writing Style is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Aeri Writing Style use?

About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Aeri Writing Style?

Skills that share tags, products or a category with Aeri Writing Style: Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), Brand (Ohh-889/skyroc, 795 stars), Khazix WeChat Article Writer (KKKKhazix/khazix-skills, 21k stars) and Writing Guidelines (vercel-labs/agent-skills, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Aeri Writing Style?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.