A skill your agent uses when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup.

MITAuto-check passedWriting & Content

Install Jhe Writing Style

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-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-Health-Economics-Skills/skills/jhe-writing-style .claude/skills/jhe-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
jhe-writing-style
GitHub stars
1.2k
Token cost
~1.7k tokens
SKILL.md length
887 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup.

  • Works in 6 steps: Open on the policy/health stake, not the… → State the question in one sentence by… → Name the setting and identifying… → …
  • The prose of a Journal of Health Economics (JHE) manuscript buries the question
  • SKILL.md covers When to trigger, The JHE voice, Where the writing must work… and Calibrating the policy claim…, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jhe Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup. Shapes the writing so a health economist sees the contribution fast; it does not establish results or build exhibits.

Its SKILL.md is about 1.7k 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

  • The prose of a Journal of Health Economics (JHE) manuscript buries the question
  • The policy stakes — abstract
  • The institutional setup

Example prompts

  • “/jhe-writing-style”

Workflow steps

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

  1. Open on the policy/health stake, not the literature.
  2. State the question in one sentence by the end of paragraph one or two.
  3. Name the setting and identifying variation early — JHE readers judge credibility from institutions.
  4. State the headline result with its number in the intro; do not make readers wait.
  5. Three-part contribution: what is new empirically, what is new for the mechanism, what it means for policy.
  6. Roadmap kept short.

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

Jhe Writing Style loads about 1.7k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 887 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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). 887 words, ~1,729 tokens.

Download SKILL.mdSave it as .claude/skills/jhe-writing-style/SKILL.md (or your agent's skills folder).
name
jhe-writing-style
description
Use when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup. Shapes the writing so a health economist sees the contribution fast; it does not establish results or build exhibits.

Writing Style (jhe-writing-style)

When to trigger

  • The abstract states what you did but not what is new for health economics or why a policymaker should care
  • The introduction takes a page to reach the question
  • The institutional setup is missing, so the reader cannot judge whether the variation is credible
  • The paper reads as generic applied micro and could be about any market, not health

The JHE voice

JHE prose is policy-relevant causal writing with institutional grounding. The reader is a health economist who wants three things fast: the health-system question, the credible estimate, and the policy or welfare lesson. The house voice is precise and institutionally literate — it names the program, the payment rule, the market — not breezy and not a methods showcase. Because review is single-anonymized, you write as an identified author to a specialist audience; the goal is to make the contribution and its institutional credibility obvious, not to obscure scope.

Where the writing must work hardest

Abstract (1–7 keywords required; abstract length 待核实 — re-check the guide)
  • Sentence 1: the health-economics question and why it matters now.
  • Sentence 2: the setting and source of variation (name the program/market).
  • Sentence 3: the headline estimate with its sign and magnitude.
  • Sentence 4: the mechanism / interpretation.
  • Sentence 5: the policy or welfare implication. Avoid jargon a policy reader cannot parse.
Introduction (the funnel)
  1. Open on the policy/health stake, not the literature.
  2. State the question in one sentence by the end of paragraph one or two.
  3. Name the setting and identifying variation early — JHE readers judge credibility from institutions.
  4. State the headline result with its number in the intro; do not make readers wait.
  5. Three-part contribution: what is new empirically, what is new for the mechanism, what it means for policy.
  6. Roadmap kept short.
Institutional section (a JHE signature)

Devote real space to how the program/market actually works — eligibility, payment, timing, the rule that generates your variation. This is not throat-clearing; it is where a health economist decides whether to believe the design.

Calibrating the policy claim in prose

JHE prose lives or dies on scope discipline — claiming exactly what the design identifies, in words. The most common overreach is treating utilization or coverage language as welfare language. Write the verb that matches the estimand: a coverage expansion "raised take-up," "shifted who pays," or "increased preventive visits" — it "improved welfare" only if a model says so. Magnitudes should be in policy-legible units: percentage-point changes in coverage, dollars of spending, lives or QALYs only if estimated. Avoid the two extremes JHE referees dislike — breathless overclaiming and hedged mush that never states a number.

Reporting conventions that signal a health economist wrote this

  • Report standard errors with clustering, not just stars; name the clustering level in prose when it matters for inference.
  • Quote effects relative to a base ("a 4.1pp rise from a 62% baseline"), since health economists read magnitudes against utilization/coverage rates.
  • Handle skewed spending honestly in the text — note the estimator and that the mean can understate tail effects.
  • Use the field's vocabulary precisely: moral hazard, adverse vs. advantageous selection, take-up, crowd-out, intensive vs. extensive margin — misusing these signals an outsider.
  • Define program-specific acronyms on first use (DRG, ACO, FFS, DUA) — JHE is international, and not every reader shares the US institutional shorthand.
Show full SKILL.md (339 more words)Show less

Checklist

  • Abstract states question, variation, magnitude, mechanism, and policy lesson in plain language
  • 1–7 English keywords selected (检索于 2026-06;以官网为准)
  • Introduction reaches the question within the first page
  • The headline number appears in the introduction, not only in Section 5
  • The institutional setting is described concretely enough to judge the variation
  • Contribution stated as empirical + mechanism + policy, not "we extend the literature"
  • Prose names the health-system specifics; it could not be about a generic market

Anti-patterns

  • Burying the institutional setup so deep that the design's credibility never registers
  • An abstract that lists methods but never states the policy lesson
  • An introduction that opens on a literature gap instead of the health/policy stake
  • Hiding the headline estimate until the results section
  • Skimping on the institutional section so referees cannot judge the design
  • Generic applied-micro prose with the health setting interchangeable
  • Overclaiming welfare in the abstract when the design identifies only a coverage/utilization effect

Worked vignette (illustrative)

A draft opens: "A large literature studies insurance and utilization. We contribute to it." A health economist learns nothing. The JHE rewrite opens on the stake — "Whether expanding public coverage raises appropriate care or merely shifts who pays is central to Medicaid policy" — states the question, names the staggered state expansions as the variation in sentence three, and gives the number: "Take-up rose 4.1pp (s.e. 1.0), concentrated in preventive visits, with no detectable change in inpatient intensity." The contribution is then empirical (identified take-up by margin), mechanistic (preventive vs. acute), and policy (which margin the expansion actually moved). The reader knows in one paragraph what the paper is and why it matters.

Output format

text
【Journal】Journal of Health Economics
【Skill】jhe-writing-style
【Abstract】question + variation + magnitude + mechanism + policy? [Y/N]
【Intro funnel】question by page 1; headline number in intro? [Y/N]
【Institutional section】setting concrete enough to judge the design? [Y/N]
【Contribution】empirical + mechanism + policy stated? [Y/N]
【Voice】institutionally literate, not generic applied micro? [Y/N]
【Next skill】jhe-replication-package

Handoff boundary

This is a late-stage polish; it makes the settled result land, it does not change the science. Do not rewrite the introduction before identification, the headline estimate, and the exhibits have stabilized — prose written around a moving number has to be redone. When the abstract and intro carry the question, the number, and the policy lesson cleanly, hand off to jhe-replication-package to assemble the deposit and Data Availability Statement.

© 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-Health-Economics-Skills/skills/jhe-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Jhe Writing Style

What does Jhe Writing Style do?

A skill your agent uses when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup. Jhe Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose of a Journal of Health Economics (JHE) manuscript buries the question or the policy stakes — abstract, introduction, and the institutional setup.

When should I use Jhe Writing Style?

Jhe Writing Style fits situations like: the prose of a Journal of Health Economics (JHE) manuscript buries the question; the policy stakes — abstract; the institutional setup.

How do I install Jhe Writing Style in Claude Code?

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

How do I install Jhe Writing Style in Codex?

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

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

What does Jhe Writing Style need to run?

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

Does Jhe 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 Jhe 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 Jhe Writing Style use?

Jhe 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 Jhe Writing Style use?

About 1.7k tokens (SKILL.md is roughly 6.9k 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 Jhe Writing Style?

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Who maintains Jhe 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.