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.

MITAuto-check passedWriting & Content

Install Jue Writing Style

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jue-writing-style -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-writing-style --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
jue-writing-style
GitHub stars
1.2k
Token cost
~1.9k tokens
SKILL.md length
948 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

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.

  • Works in 6 steps: Open with the spatial question and why… → Name the spatial mechanism in one… → State the identifying variation plainly… → …
  • The prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism
  • SKILL.md covers When to trigger, The JUE intro arc, House voice and Section discipline, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

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.

When your agent uses it

  • 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

Example prompts

  • “/jue-writing-style”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Open with the spatial question and why it matters for cities, housing, or local policy — not with a literature gap.
  2. Name the spatial mechanism in one sentence a non-specialist urban economist would grasp (capitalization, agglomeration spillover, sorting…
  3. State the identifying variation plainly — the boundary, the shift-share, the policy rollout — and why it is credible against sorting and…
  4. Give the headline magnitude in interpretable units (a % capitalization, an elasticity), early, so the reader knows the answer.
  5. Place the contribution against the right strand in 2–3 sentences (handoff from jue-literature-positioning).
  6. Preview the equilibrium reading — what the estimate means once agents re-sort, and the policy implication.

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

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.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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). 948 words, ~1,859 tokens.

Download SKILL.mdSave it as .claude/skills/jue-writing-style/SKILL.md (or your agent's skills folder).
name
jue-writing-style
description
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.

Writing Style (jue-writing-style)

When to trigger

  • The introduction explains the data and method before it says what is spatially new
  • The abstract reads like a generic applied-micro paper — space could be deleted and it would still parse
  • A reader cannot state the urban mechanism in one sentence after the intro
  • The policy or theory implication is asserted at the end rather than threaded through
  • The draft uses spatial-econometrics jargon where a plain mechanism sentence would land harder

The JUE intro arc

JUE referees read the first page to decide whether the paper is a real urban-economics contribution. A JUE introduction should, in order:

  1. Open with the spatial question and why it matters for cities, housing, or local policy — not with a literature gap.
  2. Name the spatial mechanism in one sentence a non-specialist urban economist would grasp (capitalization, agglomeration spillover, sorting, congestion, market access).
  3. State the identifying variation plainly — the boundary, the shift-share, the policy rollout — and why it is credible against sorting and spillovers.
  4. Give the headline magnitude in interpretable units (a % capitalization, an elasticity), early, so the reader knows the answer.
  5. Place the contribution against the right strand in 2–3 sentences (handoff from jue-literature-positioning).
  6. Preview the equilibrium reading — what the estimate means once agents re-sort, and the policy implication.

House voice

  • Spatially grounded, mechanism-first. Lead with the economics of place; let the method serve the mechanism, not the reverse.
  • Concrete geography. Name the cities, the corridor, the policy — readers of an urban journal expect institutional texture, not abstract "regions."
  • Magnitudes over significance. "Prices rose 4.5%" beats "the coefficient is significant"; JUE cares what the number means for welfare and policy.
  • Honest about the local estimand. Say plainly that a boundary or LATE estimate is local; do not let the prose imply a city-wide or national effect.
  • Plain over jargon. Use "households sort across neighborhoods" rather than dense spatial-econometrics phrasing where the plain sentence is clearer.

Section discipline

  • Abstract: spatial question → design → headline magnitude → implication, in ~150 words; references in full if cited (检索于 2026-06;以官网为准 for exact limits).
  • Data section: make the geography legible — units, coverage, how locations are defined and matched.
  • Results: lead each table with the mechanism it tests, not "Table 3 shows."
  • Conclusion: the equilibrium and policy reading, with the local-estimand caveat restated.

Checklist

  • First paragraph states the spatial question and why it matters, not a literature gap
  • The urban mechanism is stated in one plain sentence
  • The identifying variation and its credibility (vs sorting/spillovers) are in the intro
  • The headline magnitude appears early, in interpretable units
  • The local nature of the estimand is honest throughout the prose
  • Geography is concrete (named cities/policies), not abstract "regions"
  • Abstract follows question → design → magnitude → implication
  • The abstract collapses if spatial words are deleted (the fit test passes)
  • The policy reading is earned by the estimand, not a bolted-on closing paragraph

Anti-patterns

  • An intro that leads with method and data before the spatial mechanism
  • An abstract from which "space" could be deleted with no loss — the fit tell
  • Reporting significance instead of an interpretable magnitude
  • Prose that lets a local boundary/LATE estimate read as a city-wide effect
  • Abstract "regions" with no institutional or geographic texture
  • Dense spatial-econometrics jargon substituting for a clear mechanism sentence
Show full SKILL.md (409 more words)Show less

Words that signal a JUE paper vs a misfiled one

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.

Threading the policy reading

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 abstract test

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).

Worked vignette (illustrative)

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.

Output format

text
【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-package

Do 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

Files

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

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Questions about Jue Writing Style

What does Jue Writing Style do?

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.

When should I use Jue Writing Style?

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.

How do I install Jue Writing Style in Claude Code?

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.

How do I install Jue Writing Style in Codex?

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.

Can I use Jue 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 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.

What does Jue Writing Style need to run?

SKILL.md names no scripts, command-line tools or credentials: Jue Writing Style is instructions for the agent only.

Does Jue 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 Jue 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 Jue Writing Style use?

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.

How many tokens does Jue Writing Style use?

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.

What are the alternatives to Jue Writing Style?

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Who maintains Jue 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.