Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
A skill your agent uses when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jue-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-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-Urban-Economics-Skills/skills/jue-writing-style .claude/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .claude/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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-Urban-Economics-Skills/skills/jue-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 jue-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-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-Urban-Economics-Skills/skills/jue-writing-style .agents/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .agents/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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 jue-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-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-Urban-Economics-Skills/skills/jue-writing-style .cursor/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .cursor/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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-Urban-Economics-Skills/skills/jue-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 jue-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-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-Urban-Economics-Skills/skills/jue-writing-style .gemini/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .gemini/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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 jue-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 jue-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-Urban-Economics-Skills/skills/jue-writing-style .github/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .github/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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 jue-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 jue-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-Urban-Economics-Skills/skills/jue-writing-style .opencode/skills/jue-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 "jue-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Urban-Economics-Skills/skills/jue-writing-style into .opencode/skills/jue-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jue-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.
jue-writing-styleA skill your agent uses when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience.
Jue Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience. Sharpens the writing to JUE house voice; it does not run analysis or build exhibits. Late-stage — invoke after identification and the mechanism settle.
Its SKILL.md is about 1.9k 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.
6 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.
Jue Writing Style loads about 1.9k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 948 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). 948 words, ~1,859 tokens.
.claude/skills/jue-writing-style/SKILL.md (or your agent's skills folder).JUE referees read the first page to decide whether the paper is a real urban-economics contribution. A JUE introduction should, in order:
jue-literature-positioning).The vocabulary should make the spatial economics unavoidable. Lead with the primitives the field owns — capitalization, agglomeration, sorting, spatial equilibrium, market access, supply elasticity, incidence, reallocation. Avoid letting the paper drift into a-spatial framing ("treatment effect on outcome Y") where the geographic mechanism is the point. At the same time, do not over-reach into economic-geography vocabulary (clusters, milieu, path dependence) that signals JEG rather than JUE, nor into pure spatial-econometrics framing that signals RSUE. The register is applied urban economics: concrete, mechanism-first, magnitude-led.
JUE values papers that bear on urban policy, but the implication must be earned by the estimand, not bolted on. Thread it: state in the intro why the magnitude matters for housing, transport, or place-based policy; in the results, note what each estimate implies; in the conclusion, give the policy reading with the local-estimand caveat restated. Avoid the failure mode of a rigorous paper that ends with a generic "policymakers should consider..." paragraph disconnected from what was actually identified.
The fastest fit diagnostic for a JUE submission is the abstract deletion test: cross out every spatial word and read what remains. If the abstract still describes a coherent, complete result, the paper is probably not a JUE paper — the geography is a label, not the economics. A JUE abstract should collapse without its spatial terms because capitalization, sorting, agglomeration, or market access is the result. Rewrite until the spatial mechanism is structurally necessary to the sentences, then confirm the four-beat arc (question → design → magnitude → implication) survives within the word limit (检索于 2026-06;以官网为准 for the exact count).
A draft opens: "We use a regression discontinuity design with administrative data to study attendance boundaries." A JUE rewrite leads with mechanism and magnitude: "Households pay to live on the better-school side of an attendance boundary; we show this capitalization is 4.5% of house value at the line, identified by comparing otherwise-identical homes a block apart. Because the boundary is arbitrary relative to housing and amenities, the jump isolates willingness to pay for school quality — a magnitude that bears directly on the welfare case for school-finance equalization." The method now serves the mechanism.
【Intro arc】question→mechanism→variation→magnitude→contribution→equilibrium present? [Y/N each]
【Mechanism sentence】one plain sentence
【Headline magnitude】in interpretable units, stated early? [Y/N]
【Estimand honesty】local estimand not oversold? [Y/N]
【Geography】concrete (named) vs abstract?
【Abstract】question→design→magnitude→implication, ~150w? [Y/N]
【Next skill】jue-replication-packageDo not run this skill until identification and the spatial mechanism are settled — rewriting the intro around a magnitude that still moves wastes the polish and invites a second rewrite after the next robustness round.
© 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-Urban-Economics-Skills/skills/jue-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jue 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 |
|---|---|---|---|---|---|---|
| Jue Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | 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 the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience. Jue Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an urban-economics audience.
Jue Writing Style fits situations like: the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism; the intro/abstract do not land for an urban-economics audience.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jue-writing-style -a claude-code`. Or copy the skill folder (Journal-of-Urban-Economics-Skills/skills/jue-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jue-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 jue-writing-style -a codex`. Or copy the skill folder (Journal-of-Urban-Economics-Skills/skills/jue-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jue-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 jue-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/jue-writing-style, .gemini/skills/jue-writing-style, .github/skills/jue-writing-style and .opencode/skills/jue-writing-style in your project.
SKILL.md names no scripts, command-line tools or credentials: Jue 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.
Jue 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 1.9k tokens (SKILL.md is roughly 7.4k 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 Jue 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.