Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative…
Install Orgstud Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill orgstud-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .claude/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .claude/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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/Organization-Studies-Skills/skills/orgstud-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 orgstud-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .agents/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .agents/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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 orgstud-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .cursor/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .cursor/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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 Organization-Studies-Skills/skills/orgstud-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 orgstud-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .gemini/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .gemini/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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 orgstud-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 orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .github/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .github/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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 orgstud-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 orgstud-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/Organization-Studies-Skills/skills/orgstud-writing-style .opencode/skills/orgstud-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 "orgstud-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Organization-Studies-Skills/skills/orgstud-writing-style into .opencode/skills/orgstud-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgstud-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
orgstud-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 583 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative…
- Full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice
- SKILL.md covers When to trigger, OS's register:…, The argument's arc and Prose discipline (precision…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Theoretical texture
What it does
Orgstud Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative craft. Polishes the writing; it does not change the theory or analysis.
Its SKILL.md is about 1.3k 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
- Full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice
- Theoretical texture
- The arguments arc
- Qualitative craft
Example prompts
- “/orgstud-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
Orgstud Writing Style loads about 1.3k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 583 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). 583 words, ~1,274 tokens.
Download SKILL.mdSave it as
.claude/skills/orgstud-writing-style/SKILL.md (or your agent's skills folder).- name
- orgstud-writing-style
- description
- Use for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative craft. Polishes the writing; it does not change the theory or analysis.
Writing Style & Craft (orgstud-writing-style)
When to trigger
- The theory and analysis are settled; the prose must reach OS's register
- The manuscript is technically correct but flat, atheoretical in tone, or hard to follow
- A process study is written in dead "variance-speak" (factor A raised outcome B)
- Reviewers/editors praise the idea but call the writing "underdeveloped theoretically" or "descriptive"
OS's register: theoretically-rich, discursive, European
OS prose differs from the lean US empirical style. It is discursive and conceptually textured: the theoretical thread is foregrounded throughout, social theory is woven into the argument rather than quarantined in a lit review, and the writing carries an argumentative, sometimes essayistic confidence. This is not licence for vagueness — the best OS papers are precise about their concepts and generous in developing them. The voice should read as someone in deep conversation with organization theory, building an argument, not reporting a study.
The argument's arc
- Open with the puzzle, theorized. The first pages make a smart reader curious and signal the theoretical stakes — the anomaly and why existing theory cannot hold it, not a literature catalogue.
- Foreground theory throughout. The theoretical thread is visible in every section, including methods and findings — a hallmark of OS, distinct from journals where theory lives only in intro and discussion.
- Develop, don't just report. Findings sections in OS theorize as they present — interpreting evidence through the conceptual lens, not deferring all interpretation to a discussion.
- Earn the surprise / reframing. Set up the prior carefully so the reader feels the reconceptualization land.
- Close on generativity. End by opening new questions and implications for the conversation, not by restating findings.
Prose discipline (precision under richness)
- Define concepts once, precisely, then use them consistently. OS tolerates conceptual density but punishes sloppy or shifting use of borrowed theory.
- Concrete subjects and verbs; cut nominalization stacks ("the operationalization of the conceptualization of...").
- One idea per paragraph, with a topic sentence that advances the argument.
- Signpost the argument so the reader always knows where they are in the theoretical journey.
- Engage theory actively — make Weick, Bourdieu, institutional logics do work in the sentence, not appear as citations.
Show full SKILL.md (232 more words)Show less
Process vs. variance voice
- For process theory, write in process language: events, sequences, becoming, unfolding, enactment, feedback. Never flatten a process into a static relationship.
- For variance/quantitative work at OS, be precise about relationships and magnitudes — but still narrate the organizational why and keep the theoretical thread visible.
Qualitative-specific craft
- Weave informant voice into the analysis so quotes advance the argument.
- Show enough of the field — thick description — to make the setting vivid and the inference credible, without drowning the theory.
- Maintain analytic distance: vivid but not journalistic; interpretive but disciplined.
- Make reflexivity audible where it matters, as the European tradition expects.
Checklist
- Opens with a theorized puzzle, not a literature dump
- A single, traceable theoretical thread runs through every section, including findings
- Findings theorize as they present, not just report
- Borrowed theory used precisely and consistently; concepts defined once
- Process papers written in process voice (not variance-speak)
- One idea per paragraph; topic sentences carry the argument; signposting present
- Qualitative: informant voice advances the argument; setting vivid but disciplined
- Ends on generativity (new questions), not a findings recap
Anti-patterns
- "Lab-report" prose: mechanical, voiceless, theory only in intro and discussion
- Conceptual density that is actually vagueness — borrowed theory used loosely
- Front-loading the literature so the puzzle never lands
- Variance-speak imposed on a process phenomenon
- Quote-dumping in qualitative papers with no analytic threading
- A discussion that restates results instead of opening questions
Output format
【Register】theory foregrounded throughout? findings theorize as they present? (Y/N)
【Argument arc】theorized puzzle → development → reframing → generativity (status)
【Theoretical thread】visible in every section? (Y/N)
【Voice】process / variance — matches phenomenon?
【Prose fixes】concept precision / nominalizations / paragraphing / signposting
【Qual craft】informant voice + setting + reflexivity balanced?
【Next skill】orgstud-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 Organization-Studies-Skills/skills/orgstud-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Orgstud 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 |
|---|---|---|---|---|---|---|
| Orgstud Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | 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 Orgstud Writing Style
What does Orgstud Writing Style do?
A skill your agent uses for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative…. Orgstud Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use for full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice, theoretical texture, the argument's arc, and qualitative craft.
When should I use Orgstud Writing Style?
Orgstud Writing Style fits situations like: full-manuscript prose and the discursive European register of an Organization Studies (OS) manuscript — voice; theoretical texture; the arguments arc; qualitative craft.
How do I install Orgstud Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill orgstud-writing-style -a claude-code`. Or copy the skill folder (Organization-Studies-Skills/skills/orgstud-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/orgstud-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Orgstud Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill orgstud-writing-style -a codex`. Or copy the skill folder (Organization-Studies-Skills/skills/orgstud-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/orgstud-writing-style in your project. Codex loads it when a task matches its description.
Can I use Orgstud 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 orgstud-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/orgstud-writing-style, .gemini/skills/orgstud-writing-style, .github/skills/orgstud-writing-style and .opencode/skills/orgstud-writing-style in your project.
What does Orgstud Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Orgstud Writing Style is instructions for the agent only.
Does Orgstud 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 Orgstud 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 Orgstud Writing Style use?
Orgstud 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 Orgstud Writing Style use?
About 1.3k tokens (SKILL.md is roughly 5.1k 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 Orgstud Writing Style?
Skills that share tags, products or a category with Orgstud 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 Orgstud 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.