Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
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.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-style --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .claude/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-styleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-style --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Health-Economics-Skills/skills/jhe-writing-style .agents/skills/jhe-writing-style && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .agents/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-style --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Health-Economics-Skills/skills/jhe-writing-style .cursor/skills/jhe-writing-style && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .cursor/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Health-Economics-Skills/skills/jhe-writing-style--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-style --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Health-Economics-Skills/skills/jhe-writing-style .gemini/skills/jhe-writing-style && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .gemini/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-styleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Health-Economics-Skills/skills/jhe-writing-style .github/skills/jhe-writing-style && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .github/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhe-writing-style -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhe-writing-style --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Health-Economics-Skills/skills/jhe-writing-style .opencode/skills/jhe-writing-style && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jhe-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Health-Economics-Skills/skills/jhe-writing-style into .opencode/skills/jhe-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jhe-writing-style", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
jhe-writing-styleA 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. 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.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 887 words, ~1,729 tokens.
.claude/skills/jhe-writing-style/SKILL.md (or your agent's skills folder).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.
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.
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.
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.
【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-packageThis 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
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
Jhe 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jhe Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| BrandOhh-889/skyroc | 795 | 13 repos | ~733 | Automated safety check: Pass | MIT | |
| Khazix WeChat Article WriterKKKKhazix/khazix-skills | 21k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Writing Guidelinesvercel-labs/agent-skills | 32k | 7 repos | ~309 | Automated safety check: Pass | None | |
| Unslop AI Writing Cleanuptheclaymethod/unslop | 518 | — | ~1.7k | Automated safety check: Pass | MIT |
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
Ohh-889/skyroc
Brand voice, visual identity, messaging frameworks, asset management, brand consistency.
KKKKhazix/khazix-skills
Writes long-form WeChat official account articles in the personal style of the Khazix account, from briefs, links, PDFs or rough notes, with a topic quality check.
vercel-labs/agent-skills
Review docs/prose for Writing Guidelines compliance. An agent skill from vercel-labs/agent-skills.
theclaymethod/unslop
Removes AI writing tells from prose through an audit-first flow, routing to a two-pass rewrite, a report-only cleanup, voice teaching or mimicry depending on the sub-command used.
content-designer/ux-writing-skill
Applies UX writing practice to interface copy such as buttons, errors, forms and onboarding, using four quality standards and accessibility guidance.
brycewang-stanford/Awesome-Journal-Skills
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brycewang-stanford/Awesome-Journal-Skills
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Categories
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.
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.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Jhe Writing Style is instructions for the agent only.
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.
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.
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.
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.
Skills that share tags, products or a category with Jhe 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.
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.