A skill your agent uses when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University…

MITAuto-check passedWriting & Content

Install Jle Writing Style

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-writing-style .claude/skills/jle-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
jle-writing-style
GitHub stars
1.2k
Token cost
~2k tokens
SKILL.md length
1,040 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University…

  • Works in 6 steps: Lead with the answer about the rule, not… → Numbers with units and SEs in sentences.… → Name the legal variation plainly. "We… → …
  • Revising the prose
  • SKILL.md covers When to trigger, The JLE introduction arc, Writing craft and Checklist, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jle Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University of Chicago Press house style with Chicago author-date citations. Polishes exposition; it does not change the result (jle-identification / jle-robustness) or the exhibits.

Its SKILL.md is about 2k 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 and Citation management. 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 the prose
  • Introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early
  • In University of Chicago Press house style with Chicago author-date citations

Example prompts

  • “/jle-writing-style”

Workflow steps

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

  1. Lead with the answer about the rule, not the institutional history. The first paragraph states what the legal rule does and roughly how…
  2. Numbers with units and SEs in sentences. "The damages cap cut malpractice claims by 8% (s.e. 3)" — the magnitude lives in the prose, not…
  3. Name the legal variation plainly. "We use the staggered adoption of state damages caps" beats euphemism; JLE readers want the…
  4. Explain the institution in economists' terms. State who is bound, when the rule binds, and the counterfactual rule — but in one efficient…
  5. Calibrate the claim. State the estimand (ATT / LATE / local-at-threshold) and what it does not establish; over-claiming a local legal…
  6. Chicago author-date citations, plain English, active voice; write the abstract and intro last.

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

Jle Writing Style loads about 2k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 1,040 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~91
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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). 1,040 words, ~1,981 tokens.

Download SKILL.mdSave it as .claude/skills/jle-writing-style/SKILL.md (or your agent's skills folder).
name
jle-writing-style
description
Use when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University of Chicago Press house style with Chicago author-date citations. Polishes exposition; it does not change the result (jle-identification / jle-robustness) or the exhibits.

Writing Style (jle-writing-style)

When to trigger

  • Identification and robustness are settled and the paper needs its final exposition pass
  • The introduction buries the legal question and the effect under institutional or doctrinal setup
  • The abstract does not state the headline effect of the rule with its uncertainty
  • The prose reads either like a generic economics paper that forgot the law, or like a law-review article that forgot the economics

The JLE introduction arc

JLE prose is plain, direct, and institution-aware. The introduction should follow the law-and-economics arc: the legal/regulatory question → why the institution makes the answer matter → why naive estimates fail → the legal source of variation that solves it → the headline effect of the rule with a standard error → the mechanism (deterrence/price/quality) → the legal or policy lesson → brief roadmap. A reader who is an economist but not a lawyer should grasp the rule and the answer in the first paragraph; the identification should be legible by the end of the second. Get the law right without writing like a law review: explain the rule's mechanics in economists' terms.

SectionWhat it must do at JLE
Abstractthe legal question + the design + the headline effect (units & SE) + the lesson
Intro ¶1the legal/regulatory question and the headline number, with uncertainty, no throat-clearing
Intro ¶2–3why the institution matters + why naive estimates fail + the legal variation that fixes it
Intro midthe effect, the mechanism, and the magnitude's economic meaning
Intro endcontribution (honest delta vs. the law-and-econ canon), scope of the claim, brief roadmap

Writing craft

  1. Lead with the answer about the rule, not the institutional history. The first paragraph states what the legal rule does and roughly how big; the doctrinal background comes later.
  2. Numbers with units and SEs in sentences. "The damages cap cut malpractice claims by 8% (s.e. 3)" — the magnitude lives in the prose, not only the table.
  3. Name the legal variation plainly. "We use the staggered adoption of state damages caps" beats euphemism; JLE readers want the identification stated.
  4. Explain the institution in economists' terms. State who is bound, when the rule binds, and the counterfactual rule — but in one efficient paragraph, not a treatise.
  5. Calibrate the claim. State the estimand (ATT / LATE / local-at-threshold) and what it does not establish; over-claiming a local legal effect as universal is a frequent referee complaint.
  6. Chicago author-date citations, plain English, active voice; write the abstract and intro last.

Checklist

  • Abstract states the legal question + design + headline effect (units & SE) + lesson
  • Intro ¶1 gives the legal/regulatory question and the headline number with uncertainty — no throat-clearing
  • The institution and the identifying legal variation appear by ¶2–3, in economists' terms
  • Magnitudes written into sentences with units and standard errors
  • Estimand and scope stated; external-validity / cross-jurisdiction claim calibrated, not inflated
  • Chicago author-date style; plain English, active voice; abstract/intro written last

Anti-patterns

  • An introduction that spends a page on legal/doctrinal history before stating the economic question
  • Writing like a law-review article (string citations, doctrinal exegesis) instead of economic analysis
  • Writing like a generic economics paper that never explains how the rule actually works
  • Reporting "statistically significant" without the magnitude, units, or SE in the prose
  • Over-claiming a local/LATE legal effect as a general population effect across all jurisdictions
  • Polishing the intro before identification and robustness are settled

Worked vignette (illustrative)

A first-draft intro opens with two pages on the history of medical-malpractice doctrine, then a TWFE specification, then "the effect is statistically significant." The JLE rewrite leads with the answer: "Do caps on malpractice damages reduce litigation? Exploiting the staggered adoption of state damages caps, we find caps cut malpractice claims by 8% (s.e. 3), driven by the marginal low-value suit rather than catastrophic-injury cases." The legal variation is named in the next sentence, the deterrence-of-marginal-suits mechanism and the calibrated scope follow, and the doctrinal history moves to Section 2. An economist who is not a lawyer now grasps the rule and the result in the first paragraph.

Show full SKILL.md (380 more words)Show less

Writing for JLE's dual audience

JLE is read by economists and by economically literate legal scholars. Two habits keep both on board:

  1. Define the legal term once, in economists' language. "A damages cap (a statutory ceiling on the jury award a plaintiff can recover) lowers the expected payoff to filing." One clause does the work; do not assume the reader knows the doctrine, and do not lecture.
  2. Keep the law in service of the economics. Cite statutes and cases where they pin down the institution (the effective date, who is bound), not to display doctrinal command. The legal apparatus appears because the identification needs it.

Because review is single-blind, your name is on the paper — so the prose can use "we show / we exploit" naturally, and your prior work can be cited honestly without anonymization contortions. This is a small but real difference from blinded econ journals where self-reference must be masked.

Referee pushback mapped to the writing fix

  • "I read three pages of legal history before learning what you find." → Move the headline effect and the legal variation to ¶1; demote doctrinal background to the institutions section.
  • "This reads like a law-review article." → Replace doctrinal exegesis with economic mechanism; keep the institution to what the identification needs.
  • "You overclaim the effect across all jurisdictions." → State the estimand (ATT / local effect) and what it does not establish.
  • "A non-lawyer can't follow your legal terms." → Define each legal term once, in economists' language, at first use.

The institutions section: where the law lives

In a JLE empirical paper the introduction states the answer, but a dedicated institutions section (usually Section 2) carries the legal detail. Write it as the bridge between law and identification, not as background:

  • State the rule's mechanics economically — the constraint it imposes, the agents it binds, the effective date, the exemptions — because every one of these is an identification assumption in disguise.
  • Make the counterfactual legal regime explicit: what would have happened under the prior rule, since that is what the design compares against.
  • End the section by handing the reader the source of variation the empirics will exploit, so the move into the design feels inevitable.

A crisp institutions section pre-empts the law-and-economics referee's first reflex — "do they actually understand this rule?"

Output format

【Abstract】legal question + design + effect(units,SE) + lesson? [Y/N]
【Intro ¶1】headline number + uncertainty up front? [Y/N]
【Institution + identification legible by ¶3】[Y/N]
【Magnitudes in prose】units + SEs in sentences? [Y/N]
【Claim calibrated】estimand + scope stated, no overclaim? [Y/N]
【Style】Chicago author-date, plain English, active voice? [Y/N]
【Next step】jle-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 Journal-of-Law-and-Economics-Skills/skills/jle-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jle 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.

Jle Writing Style compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jle Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~2kAutomated safety check: PassMIT
Est Writing Stylefranklee16/academic-research-skills2231 repos~798Automated safety check: PassNone
Jaar Writing Stylefranklee16/academic-research-skills2231 repos~760Automated safety check: PassNone
Jcf Writing Stylefranklee16/academic-research-skills2231 repos~669Automated safety check: PassNone
Jpe Writing Stylefranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Mgsci Writing Stylefranklee16/academic-research-skills2231 repos~875Automated safety check: PassNone

Similar skills

  • Est Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when drafting or polishing the prose of an Environmental Science & Technology (ES&T) manuscript so it reads for a multidisciplinary audience in ACS style and fits the…

    223 GitHub starsUsed in 1 repo~798 tokens
    Writing & ContentAuto-check passed
  • Jaar Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when drafting or polishing the prose of a Journal of the American Academy of Religion (JAAR) article so it is clear, analytic, gender-neutral, and readable across the study…

    223 GitHub starsUsed in 1 repo~760 tokens
    Writing & ContentAuto-check passed
  • Jcf Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when drafting or polishing prose for a Journal of Corporate Finance (JCF) manuscript — the ≤250-word abstract, 1–7 keywords, author-date (Harvard) in-text citations, and the…

    223 GitHub starsUsed in 1 repo~669 tokens
    Writing & ContentAuto-check passed
  • Jpe Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when polishing the prose of a Journal of Political Economy (JPE) manuscript into its spare, analytical, economics-first register.

    223 GitHub starsUsed in 1 repo~1.1k tokens
    Writing & ContentAuto-check passed
  • Mgsci Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when polishing the prose of a Management Science (INFORMS) manuscript — front-loading the result, keeping notation lean, writing for a cross-department reader, and conforming…

    223 GitHub starsUsed in 1 repo~875 tokens
    Writing & ContentAuto-check passed
  • Pmla Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when drafting or polishing the prose of a PMLA (Publications of the Modern Language Association) essay so it reads clearly for a broad membership of language and literature…

    223 GitHub starsUsed in 1 repo~905 tokens
    Writing & ContentAuto-check passed

More from brycewang-stanford/Awesome-Journal-Skills

All 2,387 skills in this repo
  • Aaag Data Analysis

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…

    1.2k GitHub stars~1.3k tokensUpdated 14 days ago
    Auto-check passed
  • Aaag Literature Positioning

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…

    1.2k GitHub stars~1.3k tokensUpdated 14 days ago
    Auto-check passed
  • Aaag Rebuttal

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…

    1.2k GitHub stars~1.4k tokensUpdated 14 days ago
    Auto-check passed
  • Aaag Research Design

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…

    1.2k GitHub stars~1.4k tokensUpdated 14 days ago
    Auto-check passed
  • Aaag Review Process

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…

    1.2k GitHub stars~1.3k tokensUpdated 14 days ago
    Auto-check passed
  • Aaag Submission

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…

    1.2k GitHub stars~1.6k tokensUpdated 14 days ago
    Auto-check passed

Questions about Jle Writing Style

What does Jle Writing Style do?

A skill your agent uses when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University…. Jle Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University of Chicago Press house style with Chicago author-date citations.

When should I use Jle Writing Style?

Jle Writing Style fits situations like: revising the prose; introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early; in University of Chicago Press house style with Chicago author-date citations.

How do I install Jle Writing Style in Claude Code?

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

How do I install Jle Writing Style in Codex?

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

Can I use Jle 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 jle-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/jle-writing-style, .gemini/skills/jle-writing-style, .github/skills/jle-writing-style and .opencode/skills/jle-writing-style in your project.

What does Jle Writing Style need to run?

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

Does Jle 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 Jle 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 Jle Writing Style use?

Jle 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 Jle Writing Style use?

About 2k tokens (SKILL.md is roughly 7.9k 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 Jle Writing Style?

Skills that share tags, products or a category with Jle Writing Style: Est Writing Style (franklee16/academic-research-skills, 223 stars), Jaar Writing Style (franklee16/academic-research-skills, 223 stars), Jcf Writing Style (franklee16/academic-research-skills, 223 stars) and Jpe Writing Style (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jle 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.