agentsclimarketplace

Jole writing style

Skill brycewang-stanford/Awesome-Journal-Skills/Journal-of-Labor-Economics-Skills/skills/jole-writing-style

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 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jole-writing-style

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its author says it does

Copied from the file, not written here

Use when polishing prose, the 100-word abstract, and the introduction for a Journal of Labor Economics (JOLE) manuscript — Chicago author-date references, the 20,000-word economy, and a general labor-economics audience. Polishes exposition; it does not change results or design.

SKILL.md

4.7 KB, ~1.0k tokens by cl100k_base, as published. Nobody here has run it

Writing Style (jole-writing-style)

When to trigger

  • The abstract exceeds 100 words or does not state the finding
  • The introduction wanders before reaching the labor question and the result
  • Citations are not in Chicago author-date style, or are ordered wrong in-text
  • Sentences are jargon-dense for a general labor-economics readership

JOLE house style: precise, economical, audience = labor economists

JOLE is read across labor economics, not by one subfield, so the prose must make a labor question legible to any labor economist while respecting a strict word economy. Format facts that directly shape the writing:

  • 100-word abstract. This is short — there is no room for throat-clearing. Open with the question and design, state the result with a number, and close with the labor takeaway. Count the words.
  • ~20,000-word soft cap, full-page table/figure = 500 words. Every paragraph and every exhibit competes for the same budget; relocate heavy detail to a bounded online appendix rather than padding the body.
  • Chicago author-date references, with the JOLE convention that in-text citations are ordered chronologically, then alphabetically within the same year (a, b disambiguation), and three or more authors are cited as first author "et al." Purely alphabetical in-text ordering reads as off-template.
  • Single-blind: the manuscript is not anonymized, so you may cite your own prior work naturally ("Smith and Lee (2019) show …") — no awkward third-person self-references.

The introduction arc (JOLE labor template)

  1. The labor question — one or two plain sentences; stakes for workers/firms/markets clear.
  2. Why it is hard — the identification or measurement problem that has prevented a clean answer.
  3. The setting & variation — the policy reform, natural experiment, register, or survey that solves it.
  4. The headline result — the number with units (e.g., "raises earnings by 6%"), stated early.
  5. Mechanism & interpretation — the labor-economic channel in a sentence.
  6. Contribution & external relevance — placement in the labor literature + what it teaches beyond this setting.
  7. Roadmap — brief.

Abstract: state the finding in ≤ 100 words

  • One breath for question + design, then the result with a number, then the labor lesson.
  • No "this paper studies the important issue of"; the 100-word budget will not survive it.
  • A labor economist should know what you found from the abstract alone.

Sentence-level craft

  • Active voice; short declaratives for key claims.
  • Quantify ("lowers separations by 4 percentage points") rather than vague intensifiers ("substantially affects").
  • Define notation once; do not make the reader hold five symbols.
  • Hedge only where the design requires it; calibrated confidence reads as competence.

Checklist

  • Abstract is ≤ 100 words and states the finding with a number
  • The labor question is on page one in plain language
  • Headline result appears early in the intro, with units
  • External relevance ("beyond this setting") is explicit
  • Chicago author-date cites; in-text chronological-then-alphabetical; "et al." for 3+
  • Within the ~20,000-word economy; detail moved to a bounded appendix, not padded
  • Claims quantified, not vaguely intensified

Anti-patterns

  • An abstract over 100 words, or one that names the topic but never the result
  • Leading the intro with method ("We use a Sun–Abraham estimator …") instead of the labor question
  • Purely alphabetical in-text citations rather than chronological-then-alphabetical author-date
  • Awkwardly anonymizing self-citations (unnecessary — JOLE is single-blind)
  • Vague magnitude language ("significantly", "substantially") with no number
  • Padding the body to look thorough instead of using a tight online appendix

Output format

【Abstract verdict】≤ 100 words, states finding+number? [Y/N] — fix: ...
【Intro arc】question / hardness / variation / result / mechanism / contribution? [Y/N each]
【Headline number in intro】present + units? [Y/N]
【External relevance stated】[Y/N]
【References】Chicago author-date, chronological-then-alpha in-text, "et al." 3+? [Y/N]
【Word economy】within ~20,000 words incl. 500/page exhibits? [Y/N]
【Next step】jole-replication-and-data-policy or jole-review-process

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.