Agent skill

Jep Exhibits For General Readers

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits.

MITAuto-check passed

Install Jep Exhibits For General Readers

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a claude-code

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

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers --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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .claude/skills/jep-exhibits-for-general-readers && 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/

Paste into Claude Code

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .claude/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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

$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers

Type 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .agents/skills/jep-exhibits-for-general-readers && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .agents/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .cursor/skills/jep-exhibits-for-general-readers && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .cursor/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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

$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .gemini/skills/jep-exhibits-for-general-readers && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .gemini/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers

Installs 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).

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ 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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .github/skills/jep-exhibits-for-general-readers && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .github/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills jep-exhibits-for-general-readers --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers .opencode/skills/jep-exhibits-for-general-readers && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "jep-exhibits-for-general-readers" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers into .opencode/skills/jep-exhibits-for-general-readers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jep-exhibits-for-general-readers", 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: jep-exhibits-for-general-readers
GitHub stars: 1.2k
Token cost: ~1.2k tokens
SKILL.md length: 569 words
Files: 1
Skills in repo: 2,387
Repo updated: Sep 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits.

Designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density
SKILL.md covers When to trigger, The JEP exhibit bar, Design principles and Table discipline (when a table…, plus 4 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Self-explanatory exhibits

What it does

Jep Exhibits For General Readers is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits. Handles exhibit design; defer prose evidence to jep-evidence-without-equations and overall structure to jep-narrative-arc.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

Designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density
Self-explanatory exhibits

Example prompts

“/jep-exhibits-for-general-readers”

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

Jep Exhibits For General Readers loads about 1.2k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 569 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~81
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k

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). 569 words, ~1,158 tokens.

Download SKILL.mdSave it as .claude/skills/jep-exhibits-for-general-readers/SKILL.md (or your agent's skills folder).

name: jep-exhibits-for-general-readers
description: Use when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits. Handles exhibit design; defer prose evidence to jep-evidence-without-equations and overall structure to jep-narrative-arc.

Exhibits for General Readers (jep-exhibits-for-general-readers)

When to trigger

A figure or table was lifted straight from a research paper and is dense
A reader needs the caption and the body text to decode an exhibit
The piece has too many exhibits, or exhibits that don't advance the argument
A regression table with coefficients and asterisks is doing the explaining

The JEP exhibit bar

A JEP exhibit must be self-explanatory to a non-specialist and earn its place in the argument. Clarity beats density: the reader should grasp the point from the exhibit and its caption alone, in seconds, without parsing the methods. JEP avoids significance asterisks and coefficient-table presentation in favor of exhibits that show the idea.

Design principles

One exhibit, one point. Each figure/table makes a single claim that maps to a step in the narrative arc. If it makes three points, split it or cut two.
Self-explanatory title + caption. The title states the finding ("Pass-through has fallen since 2000"), not the variables ("Price on cost, 1990–2020"). The caption gives source, units, and the one thing to notice.
Figures over tables for trends and comparisons. A clear line/bar chart usually beats a number grid for a general reader. Reserve tables for a few labeled, rounded quantities.
Round and label. Plain units, rounded numbers, direct labels on lines/bars instead of a legend the reader must cross-reference.
No significance asterisks or coefficient dumps. If uncertainty matters, show it as a shaded band or a stated range, not stars (mirrors jep-evidence-without-equations).
Minimal chartjunk. No 3-D, no needless gridlines, no decorative color. Color should encode meaning or be dropped (and survive grayscale, since print/archives may be monochrome).
Few, load-bearing exhibits. A short synthesis essay carries a handful of exhibits, each indispensable — not a research paper's full battery.

Table discipline (when a table is right)

Rows/columns labeled in plain words, not variable names.
A small number of rounded figures, not full estimation output.
A one-line note: source, units, sample/coverage, and the takeaway.
No standard-error parentheses-and-stars apparatus; if precision matters, state a range in the note.

Show full SKILL.md (229 more words)Show less

Checklist

Each exhibit makes exactly one point tied to a narrative step
Title states the finding; caption gives source, units, and what to notice
Figures used for trends/comparisons; tables only for a few labeled quantities
Numbers rounded; lines/bars directly labeled (legend minimized)
No significance asterisks, no raw coefficient tables
Uncertainty shown as band/range, not stars
Exhibit is legible in grayscale; no chartjunk
Total exhibit count is small and every one is load-bearing

Worked vignette (illustrative)

A draft transplants a research-paper Table 3: eight columns of coefficients, standard errors in parentheses, and rows of asterisks, titled "Regression results." The JEP exhibit replacing it is a single line chart titled with its finding — "Pass-through to consumer prices has roughly halved since 2000" — one line, directly labeled, a shaded band for the range across studies, source and units in a one-line note, and nothing else. The reader gets the point in three seconds, in grayscale, without reading the body — which is the entire test.

Anti-patterns

A regression table with coefficients, SEs, and *** transplanted from the working paper
A figure whose point you can't state in its title
Legends and variable names that force the reader back into the text
Color or 3-D that carries no information (and breaks in grayscale)
Ten exhibits where three would carry the argument
A "kitchen-sink" table of every specification (that belongs in research, not JEP)

Output format

【Exhibit】[figure/table] — one-point claim: [...]
【Finding-title】[...]
【Caption】source / units / what to notice
【Form】figure (trend/comparison) / small labeled table — chosen because [...]
【Uncertainty shown as】band / stated range (no asterisks)
【Grayscale-safe + chartjunk-free?】[Y/N]
【Count check】N exhibits, each load-bearing? [Y/N]
【Next step】jep-writing-style

Files

Just SKILL.md in Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jep Exhibits For General Readers 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.

Jep Exhibits For General Readers compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Jep Exhibits For General Readers this skillbrycewang-stanford/Awesome-Journal-Skills	1.2k	—	~1.2k	Automated safety check: Pass	MIT	14 days ago
Tables And Figuresbrycewang-stanford/Auto-Empirical-Research-Skills	4.6k	—	~1.7k	Automated safety check: Pass	Custom licence	6 days ago
Aer Tables Figuresbrycewang-stanford/Auto-Empirical-Research-Skills	4.6k	1 repos	~2k	Automated safety check: Pass	Custom licence	6 days ago
Figure Table Auditbrycewang-stanford/Auto-Empirical-Research-Skills	4.6k	—	~1.5k	Automated safety check: Pass	Custom licence	6 days ago
Figurevectorize-io/hindsight	48k	—	~1.9k	Automated safety check: Pass	MIT	yesterday
Ecj Tables Figuresbrycewang-stanford/Awesome-Journal-Skills	1.2k	—	~1.4k	Automated safety check: Pass	MIT	14 days ago

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Questions about Jep Exhibits For General Readers

What does Jep Exhibits For General Readers do?

A skill your agent uses when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits. Jep Exhibits For General Readers is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density, self-explanatory exhibits.

When should I use Jep Exhibits For General Readers?

Jep Exhibits For General Readers fits situations like: designing figures and tables for a Journal of Economic Perspectives (JEP) article aimed at a broad audience — clarity over density; self-explanatory exhibits.

How do I install Jep Exhibits For General Readers in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a claude-code`. Or copy the skill folder (Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jep-exhibits-for-general-readers in your project. Claude Code loads it when a task matches its description.

How do I install Jep Exhibits For General Readers in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-exhibits-for-general-readers -a codex`. Or copy the skill folder (Journal-of-Economic-Perspectives-Skills/skills/jep-exhibits-for-general-readers in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jep-exhibits-for-general-readers in your project. Codex loads it when a task matches its description.

Can I use Jep Exhibits For General Readers 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 jep-exhibits-for-general-readers -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jep-exhibits-for-general-readers, .gemini/skills/jep-exhibits-for-general-readers, .github/skills/jep-exhibits-for-general-readers and .opencode/skills/jep-exhibits-for-general-readers in your project.

What does Jep Exhibits For General Readers need to run?

SKILL.md names no scripts, command-line tools or credentials: Jep Exhibits For General Readers is instructions for the agent only.

Does Jep Exhibits For General Readers 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 Jep Exhibits For General Readers 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 Jep Exhibits For General Readers use?

Jep Exhibits For General Readers 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 Jep Exhibits For General Readers use?

About 1.2k tokens (SKILL.md is roughly 4.6k 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 Jep Exhibits For General Readers?

Skills that share tags, products or a category with Jep Exhibits For General Readers: Tables And Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Aer Tables Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Figure Table Audit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Figure (vectorize-io/hindsight, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jep Exhibits For General Readers?

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.

Install Jep Exhibits For General Readers

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Exhibits for General Readers (jep-exhibits-for-general-readers)

When to trigger

The JEP exhibit bar

Design principles

Table discipline (when a table is right)

Checklist

Worked vignette (illustrative)

Anti-patterns

Output format

Files

Compare with similar skills

Similar skills

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Questions about Jep Exhibits For General Readers