Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal…
Install Wsdm Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wsdm-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wsdm-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/WSDM-Skills/skills/wsdm-writing-style .claude/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .claude/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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/WSDM-Skills/skills/wsdm-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 wsdm-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wsdm-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/WSDM-Skills/skills/wsdm-writing-style .agents/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .agents/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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 wsdm-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wsdm-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/WSDM-Skills/skills/wsdm-writing-style .cursor/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .cursor/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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 WSDM-Skills/skills/wsdm-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 wsdm-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wsdm-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/WSDM-Skills/skills/wsdm-writing-style .gemini/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .gemini/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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 wsdm-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 wsdm-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/WSDM-Skills/skills/wsdm-writing-style .github/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .github/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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 wsdm-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 wsdm-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/WSDM-Skills/skills/wsdm-writing-style .opencode/skills/wsdm-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 "wsdm-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/WSDM-Skills/skills/wsdm-writing-style into .opencode/skills/wsdm-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wsdm-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
wsdm-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 761 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal…
- Works in 4 steps: Name the specific population and data… → Name the sharpest realistic harm of your… → State mitigations you actually… → …
- Revising prose for a WSDM paper - the practical-yet-principled register
- SKILL.md covers Open with the behavioral…, The self-containment voice, Sentence-level tells, WSDM… and The ethics section as prose,…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Wsdm Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal review, ethical-considerations craft, limitation sentences that protect borderline papers, and compression into the appendix-inclusive page cap.
Its SKILL.md is about 1.7k 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
- Revising prose for a WSDM paper - the practical-yet-principled register
- User-and-platform-grounded framing
- Self-containment writing for a no-rebuttal review
- Ethical-considerations craft
Example prompts
- “/wsdm-writing-style”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Name the specific population and data (whose behavior, collected how, under
- Name the sharpest realistic harm of your contribution (a better ranker can
- State mitigations you actually implemented (aggregation, differential
- If the honest answer is "low marginal risk," argue it in two sentences
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
Wsdm Writing Style loads about 1.7k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 761 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). 761 words, ~1,676 tokens.
Download SKILL.mdSave it as
.claude/skills/wsdm-writing-style/SKILL.md (or your agent's skills folder).- name
- wsdm-writing-style
- description
- Use when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal review, ethical-considerations craft, limitation sentences that protect borderline papers, and compression into the appendix-inclusive page cap.
WSDM Writing Style
Revise a manuscript into the register WSDM's series page announces for itself: "practical yet principled approaches" to search and mining on the Web and the Social Web. That phrase is an editorial instruction. A WSDM paper earns its slot by being simultaneously deployable-sounding and analytically honest - pure benchmark exercises read as under-motivated, pure war stories read as unscientific. The stylistic moves below operationalize that balance.
Open with the behavioral problem, not the model family
WSDM work starts from something users, platforms, or web data actually do: clicks are position-biased, sessions are short, graphs are power-law sparse, feedback loops entrench popularity, adversaries game ranking. The strongest openings name that behavioral fact and make the technical contribution the response to it.
Weak (model-first):
"Transformer-based architectures have shown promise in recommendation.
We propose a novel attention mechanism..."
WSDM-shaped (behavior-first):
"Users abandon a search session after roughly one unsatisfying page,
so a ranker trained on clicks observes almost nothing below rank ten.
We show this truncated feedback systematically distorts <X>, and give
an estimator that corrects it using only logged data."The second version does three venue-calibrated things: it grounds the problem in interaction behavior, it implies the data regime (logs, not labels), and it scopes the contribution ("using only logged data") before a reviewer asks.
The self-containment voice
Because WSDM historically offers no rebuttal, style must do the job dialogue does elsewhere. Concretely:
- Answer objections in-line, at the moment they arise. After a surprising result, the next sentence should be the control that rules out the boring explanation - not a hope that reviewers won't think of it.
- Pre-commit scope. Write claim sentences whose quantifiers survive hostile reading: "improves nDCG@10 on three of four public benchmarks under temporal splits" is defensible; "consistently outperforms state of the art" invites a terminal review.
- Show the failure mode. One honest paragraph on where the method breaks (cold users, head queries, adversarial content) converts a reviewer's discovery into your demonstration of judgment.
Sentence-level tells, WSDM edition
| Draft tell | Why it hurts here | Repair |
|---|---|---|
| "web-scale" with no numbers | Industry reviewers know what scale looks like | Give corpus/user/query counts, even rounded |
| "significantly better" without a test | Ranking metrics are noisy; the pool knows it | Name the test, unit (query/user), and p-value or CI |
| "real-world dataset" for MovieLens | Reads as inflation to log-data veterans | Call public benchmarks what they are |
| "novel framework" | Framework-speak hides the mechanism | Name the one thing that changed and its effect |
| Unexplained acronym soup in the intro | Single-track audience spans IR, graphs, ads, recsys | Expand on first use; the reader may be from the adjacent subfield |
The last row is genuinely WSDM-specific: a single-track community means your talk - and your reviewers - include people from every corner of the venue's scope. Write the introduction for the intelligent non-specialist in the adjacent chair.
Show full SKILL.md (352 more words)Show less
The ethics section as prose, not boilerplate
WSDM requires an ethical-considerations discussion and excludes it from the page count. Reviewers can smell a template. Write it like a technical section:
- Name the specific population and data (whose behavior, collected how, under what terms).
- Name the sharpest realistic harm of your contribution (a better ranker can amplify popularity bias; a deanonymization-adjacent mining result can be misused; an ad-targeting improvement has manipulation surface).
- State mitigations you actually implemented (aggregation, differential thresholds, release policy), not aspirations.
- If the honest answer is "low marginal risk," argue it in two sentences instead of padding.
Compression without loss
The 9-page inclusive budget (2026 anchor; see wsdm-supplementary for the
arithmetic) rewards specific habits:
- One idea per paragraph; delete paragraph-final summary sentences that repeat the paragraph.
- Kill the second example everywhere: one well-chosen example plus a precise general statement beats two examples.
- Move mechanics into figures: a pipeline figure with a two-line caption often replaces half a page of process prose.
- Related work as positioning, not survey - three contrast sentences beat
fifteen citation-list sentences (method in
wsdm-related-work). - Never compress: metric definitions, split protocols, or the limitation paragraph. These are the sentences the SPC quotes when defending the paper.
Abstract anatomy for this venue
Six sentences carry a WSDM abstract: behavioral fact; consequence for
search/mining/recommendation; the mechanism, named; evaluation regime
(datasets, split type, test) attached to the main number; the online or
deployment sentence if one exists, protocol-tagged; the artifact/limitation
sentence. The worked rewrite in
../../resources/worked-examples/01-introduction.md executes exactly this
skeleton - compare your abstract against it sentence by sentence, and delete
anything that is neither one of the six nor evidence for one.
Revision pass order
- Claims pass: extract every claim sentence; check each against its evidence and its quantifier.
- Objection pass: inject in-line answers from the objection inventory
(
wsdm-author-response). - Register pass: apply the tells table; ground openings in behavior.
- Budget pass: cut to fit using the priority order above.
- Cold-reader pass: someone from an adjacent WSDM subfield reads the intro and restates the contribution; if their restatement is wrong, rewrite.
Output format
[Register] behavior-first opening: yes / rewritten
[Claim audit] N claims; overquantified: <list with repairs>
[Self-containment] in-line objection answers added at: <locations>
[Tells] instances found -> fixed: <count by type>
[Ethics prose] specific population/harm/mitigation named: yes / boilerplate
[Cold-reader test] contribution restated correctly: yes / no© 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 WSDM-Skills/skills/wsdm-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Wsdm 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 |
|---|---|---|---|---|---|---|
| Wsdm Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | 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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Categories
Questions about Wsdm Writing Style
What does Wsdm Writing Style do?
A skill your agent uses when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal…. Wsdm Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting or revising prose for a WSDM paper - the practical-yet-principled register, user-and-platform-grounded framing, self-containment writing for a no-rebuttal review, ethical-considerations craft, limitation sentences that protect borderline papers, and compression into the appendix-inclusive page cap.
When should I use Wsdm Writing Style?
Wsdm Writing Style fits situations like: revising prose for a WSDM paper - the practical-yet-principled register; user-and-platform-grounded framing; self-containment writing for a no-rebuttal review; ethical-considerations craft.
How do I install Wsdm Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wsdm-writing-style -a claude-code`. Or copy the skill folder (WSDM-Skills/skills/wsdm-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/wsdm-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Wsdm Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wsdm-writing-style -a codex`. Or copy the skill folder (WSDM-Skills/skills/wsdm-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/wsdm-writing-style in your project. Codex loads it when a task matches its description.
Can I use Wsdm 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 wsdm-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/wsdm-writing-style, .gemini/skills/wsdm-writing-style, .github/skills/wsdm-writing-style and .opencode/skills/wsdm-writing-style in your project.
What does Wsdm Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Wsdm Writing Style is instructions for the agent only.
Does Wsdm 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 Wsdm 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 Wsdm Writing Style use?
Wsdm 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 Wsdm Writing Style use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 Wsdm Writing Style?
Skills that share tags, products or a category with Wsdm 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 Wsdm 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.