A skill your agent uses when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression…

MITAuto-check passedResearch & Science

Install Jue Tables Figures

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jue-tables-figures --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-tables-figures .claude/skills/jue-tables-figures && 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-tables-figures
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
1,046 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression…

  • Works in 5 steps: Headline coefficient first, controls… → Report spatial standard errors (Conley /… → Self-contained notes: sample, geography,… → …
  • The exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps
  • SKILL.md covers When to trigger, Maps earn their place — but…, Exhibit-by-design checklist and Table craft for JUE, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jue Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression tables. Designs the spatial exhibits a JUE referee expects; it does not run the analysis (jue-robustness) or write the prose (jue-writing-style).

Its SKILL.md is about 2.1k 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 Research & Science, 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 exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps
  • Event-study plots
  • RD/boundary figures
  • Clean regression tables

Example prompts

  • “/jue-tables-figures”

Workflow steps

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

  1. Headline coefficient first, controls collapsed to "Yes/No" rows — the reader should find the estimate in two seconds.
  2. Report spatial standard errors (Conley / spatial cluster) alongside or instead of naive; note the distance cutoff in the table notes.
  3. Self-contained notes: sample, geography, FE level, clustering, units. A JUE table should be readable without the text.
  4. House style: follow the journal's significance-reporting convention (检索于 2026-06;以官网为准); always show standard errors, and prefer reporting…
  5. Figures legible in grayscale for print; do not encode the only signal in color.

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 Tables Figures loads about 2.1k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 1,046 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~86
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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). 1,046 words, ~2,095 tokens.

Download SKILL.mdSave it as .claude/skills/jue-tables-figures/SKILL.md (or your agent's skills folder).
name
jue-tables-figures
description
Use when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression tables. Designs the spatial exhibits a JUE referee expects; it does not run the analysis (jue-robustness) or write the prose (jue-writing-style).

Spatial Exhibits: Maps, Tables & Figures (jue-tables-figures)

When to trigger

  • The paper has a spatial result but no map — the reader cannot see where the variation is
  • A boundary/RD or event-study design is in tables only; the figure that would convince is missing
  • Tables are dense with controls and the headline coefficient is hard to find
  • The geography of treatment vs control is described in words, not shown
  • Reviewers cannot tell whether the spatial pattern is real or an artifact of the units chosen

Maps earn their place — but only when they carry information

JUE is one of the few economics journals where a map is often the central exhibit, because the identifying variation is geographic. But a map must do econometric work, not decorate:

  • Show the identifying variation, not just the data. Map the treatment boundary, the corridor, the discontinuity, the shift-share exposure — the thing your design exploits — so the reader sees what generates the estimate.
  • Make scale and units explicit. State the spatial unit (tract, block, grid cell), include a scale bar and north arrow, and pick a classification (quantile vs equal-interval) that does not manufacture a pattern.
  • Pair the map with the design figure. A boundary map plus an RD plot; a treatment map plus an event-study; an exposure map plus the first stage.

Exhibit-by-design checklist

DesignThe figure that convincesThe table that supports it
Boundary / spatial RDRD plot in distance-to-boundary with binned means + local-linear fit; covariate-smoothness panelRD estimates across bandwidths; density test
Place-based DiD / event studyevent-study plot with leads/lags and CIs; treatment-geography mapheterogeneity-robust ATT vs TWFE; Bacon decomposition
Shift-share / Bartikmap of exposure; first-stage scatterRotemberg-weight / BHJ diagnostics; second stage
Capitalization / housingmap of price gradient or treatment areahedonic estimates; spatial-SE comparison
QSM counterfactualmap of the counterfactual spatial reallocationparameter table with identification source; sensitivity

Table craft for JUE

  1. Headline coefficient first, controls collapsed to "Yes/No" rows — the reader should find the estimate in two seconds.
  2. Report spatial standard errors (Conley / spatial cluster) alongside or instead of naive; note the distance cutoff in the table notes.
  3. Self-contained notes: sample, geography, FE level, clustering, units. A JUE table should be readable without the text.
  4. House style: follow the journal's significance-reporting convention (检索于 2026-06;以官网为准); always show standard errors, and prefer reporting the magnitude in interpretable units (% capitalization, elasticity).
  5. Figures legible in grayscale for print; do not encode the only signal in color.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers. Full map: execution-with-mcp. JUE is urban/spatial economics — sorting and spatial dependence; identification + Conley/spatial-robust inference.

  • Tables: etable (multi-model) or did_summary_to_latex straight from the result_id.
  • Figures: plot_from_result / enhanced_event_study_plot / event_study_table — axis units and the SE/clustering note baked in.
  • Every note names the estimator + clustering and states the magnitude in interpretable units.

See a full fitted-result → exhibit chain in the JF execution walkthrough.

Checklist

  • A map shows the identifying variation (boundary / corridor / exposure), not just raw data
  • Map has spatial unit stated, scale bar, north arrow, and a non-misleading classification
  • The design's convincing figure (RD plot / event-study / first-stage) is present
  • Headline coefficient is immediately findable; controls collapsed to indicator rows
  • Spatial SEs reported with the distance cutoff noted
  • Table notes are self-contained (sample, geography, FE, clustering, units)
  • Figures remain legible in grayscale

Anti-patterns

  • A spatial paper with no map, or a map that shows the data but not the identifying variation
  • A map whose classification (bins/colors) manufactures a visual pattern the estimate does not support
  • Burying the headline coefficient under fifteen control rows
  • Naive standard errors in the table for geographically clustered data
  • An event-study or RD reported only as a table when the figure is the convincing object
  • Color-only encoding that disappears in print or for color-blind readers
Show full SKILL.md (421 more words)Show less

Common map mistakes that draw referee fire

  • Classification gaming. Quantile bins on a skewed variable can manufacture a stark gradient; show the result is not an artifact of the binning, and prefer a classification the reader can interpret.
  • The wrong unit. Mapping at a coarse unit (county) when the identification is at a fine unit (tract/parcel) hides the variation that does the work; map at the scale of the design.
  • Projection distortion. An unstated or inappropriate CRS distorts distances and areas — fatal when the design is distance-based; state the projection.
  • Decorative maps. A choropleth of the raw outcome with no treatment boundary or exposure overlay shows the data but not the identifying variation; every map should advance the argument.

What belongs in the appendix vs the main text

JUE main text carries the map and the design figure that convince; the appendix carries the supporting battery. Put in the main text: the treatment-geography map, the RD/event-study/first-stage figure, the headline table. Push to the appendix: full robustness tables across scales and radii, covariate-balance batteries, alternative-classification maps, and the spatial-SE-cutoff grid. Do not let the appendix carry an exhibit the main claim depends on — the editor and first referee may not reach it.

Worked vignette (illustrative)

A boundary-discontinuity paper on school-zone capitalization first presents only a regression table. The JUE exhibit upgrade: (1) a map of the attendance boundary with the price gradient, so the reader sees the discontinuity is geographic and not confounded by a highway; (2) an RD plot in distance-to-boundary with binned means and a local-linear fit, the visual that makes the jump credible; (3) a covariate-smoothness panel showing pre-determined characteristics do not jump; (4) a table with Conley SEs (1km cutoff) and the estimate in percent. The map + RD plot carry the paper.

The one-figure test

Editors and referees often form an impression from a single exhibit. Ask: if a reader saw only one figure from your paper, which would it be, and does it convey both the geography and the result? For a boundary design it is the RD plot in distance-to-boundary; for a place-based policy it is the event-study with the treatment map inset; for an agglomeration paper it is the exposure map paired with the first-stage. Engineer that figure to be self-explanatory — labeled axes in interpretable units, the identifying variation visible, a caption that states the claim — because it is doing more persuasive work than any table. A paper whose single best figure is a generic choropleth has not yet found its convincing exhibit.

Output format

text
【Map】shows identifying variation? unit/scale-bar/classification ok? [Y/N]
【Design figure】RD plot / event-study / first-stage present? [Y/N]
【Headline table】coefficient findable; controls collapsed? [Y/N]
【Spatial SEs】Conley/spatial cluster in tables, cutoff noted? [Y/N]
【Notes】self-contained (sample/geography/FE/clustering/units)? [Y/N]
【Grayscale】figures legible without color? [Y/N]
【Next skill】jue-writing-style

© 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-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

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Academic Venue Researchjoshua-zyy/academic-paper-writer115—~626Automated safety check: PassMIT
Inno Paper WritingLigphiDonk/Oh-my--paper739—~2.9kAutomated safety check: PassMIT
Cg Paper Writingjaccen/Awesome-Gaussian-Skills161—~4.4kAutomated safety check: PassApache-2.0
Agsy Writing Stylefranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone

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Questions about Jue Tables Figures

What does Jue Tables Figures do?

A skill your agent uses when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression…. Jue Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots, RD/boundary figures, and clean regression tables.

When should I use Jue Tables Figures?

Jue Tables Figures fits situations like: the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps; event-study plots; RD/boundary figures; clean regression tables.

How do I install Jue Tables Figures in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jue-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Urban-Economics-Skills/skills/jue-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jue-tables-figures in your project. Claude Code loads it when a task matches its description.

How do I install Jue Tables Figures in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jue-tables-figures -a codex`. Or copy the skill folder (Journal-of-Urban-Economics-Skills/skills/jue-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jue-tables-figures in your project. Codex loads it when a task matches its description.

Can I use Jue Tables Figures 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-tables-figures -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-tables-figures, .gemini/skills/jue-tables-figures, .github/skills/jue-tables-figures and .opencode/skills/jue-tables-figures in your project.

What does Jue Tables Figures need to run?

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

Does Jue Tables Figures 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 Tables Figures 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 Tables Figures use?

Jue Tables Figures 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 Tables Figures use?

About 2.1k tokens (SKILL.md is roughly 8.4k 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 Tables Figures?

Skills that share tags, products or a category with Jue Tables Figures: Research Paper Writer (ailabs-393/ai-labs-claude-skills, 455 stars), Academic Venue Research (joshua-zyy/academic-paper-writer, 115 stars), Inno Paper Writing (LigphiDonk/Oh-my--paper, 739 stars) and Cg Paper Writing (jaccen/Awesome-Gaussian-Skills, 161 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jue Tables Figures?

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.