A skill your agent uses when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a…

MITAuto-check passedWriting & Content

Install Jais Writing Style

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .claude/skills/jais-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
jais-writing-style
GitHub stars
1.2k
Token cost
~2k tokens
SKILL.md length
1,051 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a…

  • Polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract
  • SKILL.md covers When to trigger, Write for a pluralistic,…, The introduction is the… and Define constructs before you…, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Theory narrative

What it does

Jais Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a pluralistic, theory-forward reviewer pool can follow the argument. A late-stage polish; it does not build the contribution (jais-contribution-framing) or check submission mechanics (jais-submission).

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. 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

  • Polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract
  • Theory narrative
  • APA-6 mechanics — so a pluralistic
  • Theory-forward reviewer pool can follow the argument

Example prompts

  • “/jais-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

Jais Writing Style loads about 2k tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 1,051 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~99
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). 1,051 words, ~2,041 tokens.

Download SKILL.mdSave it as .claude/skills/jais-writing-style/SKILL.md (or your agent's skills folder).
name
jais-writing-style
description
Use when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a pluralistic, theory-forward reviewer pool can follow the argument. A late-stage polish; it does not build the contribution (jais-contribution-framing) or check submission mechanics (jais-submission).

Writing Style (jais-writing-style)

When to trigger

  • The theory, evidence, and contribution are settled and the prose now needs to carry them
  • The introduction reads as a literature dump and the contribution does not land in the first pages
  • Your sub-field's shorthand makes the paper opaque to reviewers from other IS traditions
  • References and in-text citations are not in APA 6th edition
  • A reviewer says the writing is "dense," "jargon-heavy," or "the argument is hard to follow"

Write for a pluralistic, theory-forward reader

JAIS reviewers span behavioral, economic, design-science, organizational, and critical/philosophical traditions, and the journal prizes "innovative, interesting and rigorously developed" work. Your prose must therefore do two things at once: make the theoretical argument vivid and primary, and stay legible to a reader who does not share your methodological dialect. Define terms the first time; explain why a move matters before you make it; lead with ideas, not apparatus.

The introduction is the contribution, told as a story

A JAIS introduction should, in roughly its first two pages, answer: what is the IS phenomenon, why is it interesting and unresolved, what is the contribution, and why JAIS's audience should care across traditions. Open with the puzzle, not a textbook definition. State the contribution sentence early ("before this paper… ; this paper shows… ; which changes…"). Reviewers who cannot find the contribution by page two assume there isn't one.

Define constructs before you use them

The fastest way to lose a cross-tradition reviewer is to deploy a construct as if its meaning were settled. JAIS prose should define each construct at first use, distinguish it from the nearest familiar term, and keep the label consistent thereafter — no quiet synonym-swapping that makes a reader wonder whether two terms denote the same thing. This is doubly important for a new construct in a Theory paper, where the definition is part of the contribution and any slippage between the definition, the figure, and the propositions reads as conceptual imprecision.

Foreground the theory, then the evidence

Because JAIS treats theory as a first-class contribution, the narrative spine is the theoretical argument; methods and results serve it. Walk the reader through the mechanism in words before equations or coefficients. For a Theory or Perspectives paper, the prose is the contribution — invest accordingly, with crisp construct definitions and a clean logical chain from premises to propositions.

Write the abstract to do its job across traditions

The abstract is the first and sometimes only thing an editor reads before deciding fit, and at JAIS it must be self-contained and legible to reviewers from any tradition. A strong JAIS abstract moves cleanly through four beats: the IS phenomenon and why it matters, the theoretical move (new construct / framework / mechanism), the method and evidence in a clause, and the contribution stated as a change in what the field knows. Avoid opening the abstract with method ("Using a survey of 412…") — lead with the phenomenon and the idea, because that is what a cross-tradition editor is screening for.

Prose mechanics JAIS reviewers notice

  • APA 6th edition references and in-text citation; lead with the idea, not a parenthetical pile-up.
  • Prefer active voice and concrete subjects; cut nominalizations ("the operationalization of" → "we measured").
  • One idea per paragraph, with a topic sentence that states the claim.
  • Define every construct on first use; do not assume cross-tradition familiarity.
  • Keep the abstract a faithful, self-contained summary of phenomenon, theory, method, and contribution.

Match the prose register to the category

JAIS's categories carry different rhetorical contracts, and the prose should honor the one you chose. A Theory paper reads as a sustained conceptual argument — definitions, logic, propositions — where every paragraph advances the construct or framework. A Research Perspectives paper is allowed (indeed expected) to take a position and argue it, with a more essayistic, persuasive voice. Foundational Research prose should be vivid and descriptive about the novel phenomenon, resisting premature abstraction. A Research Article keeps the theory-first spine but moves briskly into design and evidence. Writing a Theory paper in the clipped hypothesis-test register of a Research Article (or vice versa) signals category confusion before a reviewer reaches the contribution.

Show full SKILL.md (369 more words)Show less

Respect double-blind anonymity in the prose

Word self-citations neutrally ("prior research (Author, 2020) found…"), not "in our earlier work." Strip acknowledgments, funding, and identifying site/dataset names from the body; they belong on the separate title page. Anonymity failures in the prose cause administrative returns before review.

Mind the length while polishing

Tightening prose is also length management: JAIS flags manuscripts over ~15,000 words for extra scrutiny and will not review beyond 65 pages. Cut throat-clearing, consolidate repeated framing, and let exhibits carry detail the text need not restate.

Checklist

  • The contribution is stated within the first ~two pages of the introduction
  • The theoretical argument is the narrative spine; methods/results serve it
  • Every construct is defined on first use; cross-tradition jargon is unpacked
  • Active voice, concrete subjects, one idea per paragraph
  • APA 6th references and in-text citation throughout
  • Abstract is a faithful, standalone summary (phenomenon → theory → method → contribution)
  • Self-citations neutral; no identifying info in the body (double-blind)
  • Prose tightened so the manuscript stays within the length budget

Worked vignette: rewriting an opening for JAIS (illustrative)

A draft opens: "Information systems research has long studied technology adoption (citation, citation, citation). Recently, AI agents have emerged. In this paper, we study AI agents in customer service using survey data from 412 agents." Three sentences in and a JAIS reviewer still does not know the puzzle or the contribution. A theory-forward rewrite opens on the tension: "When an AI agent can complete a service task autonomously, who is the service worker accountable to — the customer, the manager, or the algorithm? Existing adoption theory assumes the human remains the locus of action; we show that autonomous agents relocate it, and we develop the construct of accountability displacement to theorize the consequences." The puzzle is live, the contribution is stated by the second sentence, and a reviewer from any tradition can see why it matters — exactly what a pluralistic, theory-forward panel rewards.

Anti-patterns

  • An introduction that reviews the literature for pages before stating the contribution.
  • Method-first prose that buries the theoretical argument under apparatus.
  • Sub-field jargon left undefined for a pluralistic reviewer pool.
  • "In our prior work" phrasing that breaks double-blind anonymity.
  • Polishing prose before the theory, evidence, and contribution are actually settled.

Output format

text
【Journal】Journal of the Association for Information Systems (JAIS)
【Contribution by page 2?】yes/fix
【Theory-first narrative】theory is the spine, methods serve it: yes/fix
【Cross-tradition legibility】jargon defined: yes/fix
【APA 6th + active voice】pass/fix
【Abstract】standalone phenomenon→theory→method→contribution: yes/fix
【Anonymity in prose】no identifying info; neutral self-cites: pass/fix
【Length】within ~15k words / 65pp: yes/trim
【Next skill】jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Writing Guidelinesvercel-labs/agent-skills32k7 repos~309Automated safety check: PassNone
Unslop AI Writing Cleanuptheclaymethod/unslop518—~1.7kAutomated safety check: PassMIT

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Questions about Jais Writing Style

What does Jais Writing Style do?

A skill your agent uses when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a…. Jais Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction, theory narrative, and APA-6 mechanics — so a pluralistic, theory-forward reviewer pool can follow the argument.

When should I use Jais Writing Style?

Jais Writing Style fits situations like: polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract; theory narrative; APA-6 mechanics — so a pluralistic; theory-forward reviewer pool can follow the argument.

How do I install Jais Writing Style in Claude Code?

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

How do I install Jais Writing Style in Codex?

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

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

What does Jais Writing Style need to run?

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

Does Jais 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 Jais 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 Jais Writing Style use?

Jais 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 Jais Writing Style use?

About 2k tokens (SKILL.md is roughly 8.2k 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 Jais Writing Style?

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Who maintains Jais 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.