Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .claude/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .claude/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-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 arsoc-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .agents/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .agents/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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 arsoc-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .cursor/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .cursor/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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 Annual-Review-of-Sociology-Skills/skills/arsoc-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 arsoc-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .gemini/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .gemini/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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 arsoc-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 arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .github/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .github/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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 arsoc-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 arsoc-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/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style .opencode/skills/arsoc-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 "arsoc-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style into .opencode/skills/arsoc-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arsoc-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.
arsoc-writing-styleA skill your agent uses when revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong…
Arsoc Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong opening and a forward-looking research-agenda close, and a survey-style abstract. Polishes prose and structure; it does not design the framework (arsoc-organizing-framework) or audit balance (arsoc-comprehensiveness-and-balance).
Its SKILL.md is about 1.5k 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.
4 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.
Arsoc Writing Style loads about 1.5k tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 738 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). 738 words, ~1,548 tokens.
.claude/skills/arsoc-writing-style/SKILL.md (or your agent's skills folder).An ARSoc review is read by sociologists outside the subfield — smart, but not specialists here. The voice is a trusted, fair expert teaching the area to a colleague from another part of the discipline. Four qualities define it:
An ARSoc introduction differs from a research-paper intro:
frame the subfield (what it studies, why it matters to sociologists broadly) → why a synthesis is needed now (new evidence / method turn / public-policy salience) → the organizing question and the spine (the map the reader will be given) → what the review concludes and where the field should go (the payoff, stated up front) → roadmap (brief).
State the bottom line early. A review that withholds its conclusions to the end wastes the cross-subfield reader's time and reads as indecisive.
ARSoc prizes the future-agenda ending more than most outlets: the empty/thin cells of the framework become a concrete research agenda — what we do not yet know, what evidence or data would resolve it, which methods or theoretical moves are ripe. An ARSoc review that ends with "more research is needed" has wasted its most valuable section; name the specific open questions instead.
A review abstract describes what the review does for the reader — the subfield, why a synthesis now, the organizing idea, the headline state-of-knowledge takeaway, and the forward agenda — not a single empirical finding. Avoid "we estimate / we find a coefficient of…"; that is a primary-paper abstract. Confirm length/format limits on the Annual Reviews author pages (检索于 2026-06;以官网为准).
Annual Reviews uses its own format, including a name/numbered reference style distinct from ASA author-date (检索于 2026-06;以官网为准); the production editor applies house style at acceptance, so the delivered draft need not pre-conform, but the reference data must be complete and accurate. Keep prose crisp: length is a privilege, and every section must earn its pages by advancing the argument about the subfield. Mind that sociology is attentive to language about race, gender, and groups — write with current, precise terminology.
【Opening arc】frame → why-now → question+spine → conclusions+agenda → roadmap? Y/N
【Bottom line early】state of knowledge stated up front? Y/N
【Accessibility】intuition-first; jargon controlled; adjacent sociologist can follow? Y/N
【Signposting】architecture mirrors spine; periodic cues? Y/N
【Synthesis prose】studies in dialogue, not listed? Y/N
【Forward agenda】close names concrete open questions? Y/N
【Abstract】review-style (contribution to reader), not a single finding? Y/N
【Next step】→ arsoc-transparency-and-reproducibility (coverage account) → arsoc-editor-strategy© 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 Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Arsoc 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 |
|---|---|---|---|---|---|---|
| Arsoc Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | 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 revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong…. Arsoc Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong opening and a forward-looking research-agenda close, and a survey-style abstract.
Arsoc Writing Style fits situations like: revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative; accessible to sociologists outside the subfield; with a strong opening and a forward-looking research-agenda close; A survey-style abstract.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-writing-style -a claude-code`. Or copy the skill folder (Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/arsoc-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 arsoc-writing-style -a codex`. Or copy the skill folder (Annual-Review-of-Sociology-Skills/skills/arsoc-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/arsoc-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 arsoc-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/arsoc-writing-style, .gemini/skills/arsoc-writing-style, .github/skills/arsoc-writing-style and .opencode/skills/arsoc-writing-style in your project.
SKILL.md names no scripts, command-line tools or credentials: Arsoc 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.
Arsoc 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 1.5k tokens (SKILL.md is roughly 6.2k 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 Arsoc 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.