Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
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…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .claude/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .claude/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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-the-Association-for-Information-Systems-Skills/skills/jais-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 jais-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .agents/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .agents/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .cursor/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .cursor/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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-the-Association-for-Information-Systems-Skills/skills/jais-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 jais-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .gemini/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .gemini/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-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 jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .github/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .github/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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 jais-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 jais-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-the-Association-for-Information-Systems-Skills/skills/jais-writing-style .opencode/skills/jais-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 "jais-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-writing-style into .opencode/skills/jais-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-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.
jais-writing-styleA 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. 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.
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.
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.
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). 1,051 words, ~2,041 tokens.
.claude/skills/jais-writing-style/SKILL.md (or your agent's skills folder).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.
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.
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.
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.
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.
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.
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.
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.
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.
【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
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
Jais 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 |
|---|---|---|---|---|---|---|
| Jais Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~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 |
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
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…
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…
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…
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…
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…
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…
Categories
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.
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.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Jais 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.
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.
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.
Skills that share tags, products or a category with Jais 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.