Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and…
Install Jms Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jms-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jms-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-Management-Studies-Skills/skills/jms-writing-style .claude/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .claude/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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-Management-Studies-Skills/skills/jms-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 jms-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jms-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-Management-Studies-Skills/skills/jms-writing-style .agents/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .agents/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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 jms-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jms-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-Management-Studies-Skills/skills/jms-writing-style .cursor/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .cursor/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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-Management-Studies-Skills/skills/jms-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 jms-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jms-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-Management-Studies-Skills/skills/jms-writing-style .gemini/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .gemini/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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 jms-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 jms-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-Management-Studies-Skills/skills/jms-writing-style .github/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .github/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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 jms-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 jms-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-Management-Studies-Skills/skills/jms-writing-style .opencode/skills/jms-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 "jms-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Management-Studies-Skills/skills/jms-writing-style into .opencode/skills/jms-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jms-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.
Facts
- Skill name
jms-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 529 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and…
- Prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro
- SKILL.md covers When to trigger, The JMS voice, Section-by-section moves and House conventions to enforce, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Sustaining a theory-forward narrative
What it does
Jms Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and meeting house conventions (Harvard refs, UK/US English, 200-word abstract). Polishes the writing; it does not invent the contribution (jms-contribution-framing) or run the analysis.
Its SKILL.md is about 1.2k 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. 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
- Prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro
- Sustaining a theory-forward narrative
- Meeting house conventions (Harvard refs
- 200-word abstract)
Example prompts
- “/jms-writing-style”
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
Jms Writing Style loads about 1.2k tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 529 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.
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). 529 words, ~1,174 tokens.
Download SKILL.mdSave it as
.claude/skills/jms-writing-style/SKILL.md (or your agent's skills folder).- name
- jms-writing-style
- description
- Use when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and meeting house conventions (Harvard refs, UK/US English, 200-word abstract). Polishes the writing; it does not invent the contribution (jms-contribution-framing) or run the analysis.
Writing Style (jms-writing-style)
When to trigger
- The introduction takes three pages to reach the point
- The abstract describes activity ("we examine…") instead of stating the contribution
- The prose is jargon-dense, hedged, or reads like a methods report rather than an argument
- A reviewer says "I had to dig for the contribution" or "the writing obscures the idea"
- House conventions (Harvard referencing, abstract length, UK/US English consistency) are unmet
The JMS voice
JMS prose is theory-forward and argumentative — every section advances the contribution, and the reader is told why this matters early and often. It is scholarly but not opaque: the journal's international readership rewards clarity over field-insider shorthand. Write the paper around the claim, not around the chronology of what you did. Do this section by section.
Section-by-section moves
- Title: signal the phenomenon and the theoretical angle; avoid a method-only title.
- Abstract (≤200 words): phenomenon → tension → what you did → what you found → what it contributes. State the contribution in the abstract, not just the activity. Provide 4–6 keywords in alphabetical order (verify;
检索于 2026-06；以官网为准). - Introduction: by the end of page two the reader should know the phenomenon, the tension, the contribution, and the design. Open with the puzzle, not a literature tour.
- Theory section: lead each block with its claim; cite to build the argument, not to demonstrate reading. For qualitative work, narrate the journey from data to model.
- Methods/findings: write findings as an argument, not a data dump; for qualitative work, weave quotes into theoretical claims rather than listing them.
- Discussion: open by restating the contribution (from
jms-contribution-framing), then implications for theory, then for practice, then bounded limitations and future directions.
House conventions to enforce
- Harvard author-date referencing throughout: "(Author, Year)" in text, alphabetical reference list, page numbers for quotes "(Author, Year, p. XX)". Verify against current author guidance.
- UK or US English — pick one and be consistent.
- Double-spaced throughout including notes and references; endnotes only, kept minimal (no footnotes).
- Declare any use of AI (including copy-editing) per current policy.
- Keep total length within 10,000–13,000 words inclusive of tables, figures, and references; over-length manuscripts can be returned before review.
Show full SKILL.md (179 more words)Show less
Prose discipline
- Cut throat-clearing ("It is important to note that…"); start sentences with their subject.
- Replace nominalisations with verbs ("we theorise" not "a theorisation is offered").
- One idea per paragraph, with a topic sentence that states the claim.
- Define each construct once, then use the term consistently — do not switch synonyms.
Checklist
- The contribution is stated in the abstract and by page two of the intro
- Each section leads with its claim, not its activity
- Qualitative quotes are woven into theory, not listed
- Abstract ≤200 words; 4–6 alphabetical keywords
- Harvard author-date referencing applied consistently; UK/US English consistent
- Double-spaced, endnotes only; AI use declared
- Total length within the inclusive 10,000–13,000-word budget
- Constructs defined once and used consistently
Anti-patterns
- Activity abstract: "this paper examines X" with no contribution stated
- Literature-tour intro: pages of citations before the puzzle appears
- Data-dump findings: results listed in run order rather than as an argument
- Quote listing: qualitative quotes stacked without theoretical interpretation
- House-style misses: wrong citation style, over-length, mixed UK/US English, footnotes instead of endnotes
- Hedge fog: so many qualifiers the claim disappears
Output format
【Abstract】contribution stated, ≤200 words, 4–6 keywords? [Y/N]
【Intro】phenomenon+tension+contribution+design by page 2? [Y/N]
【Sections lead with claims】[Y/N] — notes
【House style】Harvard refs · UK/US consistent · double-spaced · endnotes · AI declared? [Y/N]
【Length】within 10,000–13,000 words inclusive? [Y/N]
【Next step】jms-submission© 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-Management-Studies-Skills/skills/jms-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jms 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 |
|---|---|---|---|---|---|---|
| Jms Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | 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 |
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Review docs/prose for Writing Guidelines compliance. An agent skill from vercel-labs/agent-skills.
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Questions about Jms Writing Style
What does Jms Writing Style do?
A skill your agent uses when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and…. Jms Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro, sustaining a theory-forward narrative, and meeting house conventions (Harvard refs, UK/US English, 200-word abstract).
When should I use Jms Writing Style?
Jms Writing Style fits situations like: prose and structure are the bottleneck for a Journal of Management Studies (JMS) manuscript — landing the abstract and intro; sustaining a theory-forward narrative; meeting house conventions (Harvard refs; 200-word abstract).
How do I install Jms Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jms-writing-style -a claude-code`. Or copy the skill folder (Journal-of-Management-Studies-Skills/skills/jms-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jms-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Jms Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jms-writing-style -a codex`. Or copy the skill folder (Journal-of-Management-Studies-Skills/skills/jms-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jms-writing-style in your project. Codex loads it when a task matches its description.
Can I use Jms 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 jms-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/jms-writing-style, .gemini/skills/jms-writing-style, .github/skills/jms-writing-style and .opencode/skills/jms-writing-style in your project.
What does Jms Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Jms Writing Style is instructions for the agent only.
Does Jms 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 Jms 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 Jms Writing Style use?
Jms 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 Jms Writing Style use?
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Jms Writing Style?
Skills that share tags, products or a category with Jms 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 Jms 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.