A skill your agent uses when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with…

MITAuto-check passed

Install Jet Topic Selection

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-topic-selection -a claude-code

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

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

At a glance

A skill your agent uses when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with…

  • Works in 3 steps: Is the core deliverable a theorem (or a… → Is it original and non-trivial? A… → **If there is empirical / experimental /…
  • Testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous
  • SKILL.md covers When to trigger, The JET scope gate, Decision rule and Deliverable-type scope table, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jet Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with empirical/computational work only when firmly grounded in theory.

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

  • Testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous
  • Original theoretical contribution in a core theory area
  • With empirical/computational work only when firmly grounded in theory

Example prompts

  • “/jet-topic-selection”

Workflow steps

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

  1. Is the core deliverable a theorem (or a genuinely new model/characterization)? If the headline
  2. Is it original and non-trivial? A restatement of a known result, or a special case of an existing
  3. **If there is empirical / experimental / quantitative / computational content, is it *firmly grounded

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

Jet Topic Selection loads about 1.2k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 612 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
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). 612 words, ~1,235 tokens.

Download SKILL.mdSave it as .claude/skills/jet-topic-selection/SKILL.md (or your agent's skills folder).
name
jet-topic-selection
description
Use when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with empirical/computational work only when firmly grounded in theory.

Topic Selection (jet-topic-selection)

When to trigger

  • Deciding whether a result belongs at JET versus a field or empirical journal
  • You have data, an experiment, or a computation and want to know if it can go to JET
  • Choosing which of several results to lead with

The JET scope gate

JET publishes across mechanism design, information economics, decision theory, game theory, matching, market design, political economy, and finance / macroeconomic / monetary theory — broad general theory in one venue, not a subfield niche. The single deciding criterion is a rigorous, original theoretical contribution. Ask three questions:

  1. Is the core deliverable a theorem (or a genuinely new model/characterization)? If the headline is a regression coefficient or a calibration with no new theoretical result, JET is off-fit — regardless of how clean the empirics are.
  2. Is it original and non-trivial? A restatement of a known result, or a special case of an existing theorem, will not clear the desk screen (see jet-review-process).
  3. If there is empirical / experimental / quantitative / computational content, is it firmly grounded in theory? JET admits such work only as the application or test of a theoretical contribution that is itself the paper's point — not as a stand-alone empirical paper.

Decision rule

  • Lead with the theory. State the result you would put in the abstract as a proposition/theorem. If you cannot, the project is not yet a JET paper.
  • Generality vs. tractability. A clean result under transparent assumptions usually beats a more general result that no referee can verify (see jet-identification-strategy).
  • Subfield routing. Name the area early — submissions are routed to the matching editor.

Deliverable-type scope table

Your core deliverableJET verdictIf off-fit, reroute
New characterization / existence / impossibility theorem in a core areain scope — lead with it—
Counterexample overturning a folk presumptionin scope when the presumption matters to a literatureframe the economics of why the presumption mattered
New solution concept or preference axiomatizationin scope; expect heavy scrutiny of the axioms' behavioral content—
Asset-pricing result whose substance is stochastic-analysis machinery (semimartingales, no-arbitrage functional analysis)usually a better fit at a mathematical-finance venue; JET wants the economics of the theoremfinance theory belongs at JET when incentives, information, or equilibrium do the work
Structural estimation / calibration exerciseoff-fit regardless of model qualityempirical or quantitative-macro journals
Market-design algorithm with performance proofsin scope when the theorem is the contributionotherwise an OR/CS venue
Show full SKILL.md (217 more words)Show less

Vignette: a matching project at the gate

A team holds (i) a stability-existence theorem for matching with regional constraints, (ii) simulations on synthetic data, and (iii) a policy application. Running the three questions:

  • Q1: yes — the existence theorem is the deliverable; the simulations and policy story are not.
  • Q2: check against the closest constrained-matching theorem before claiming novelty; if the result is a special case of a published substitutes condition, it will not clear the screen.
  • Q3: the simulations only exhibit the constrained core's shape, so they compress into one numbered Example with a script (jet-data-analysis).

Verdict: JET-ready — lead with the theorem, demote the policy narrative to one motivation paragraph, and name "matching / market design" for editor routing.

Lead-result selection when you have several

  • Prefer the result whose assumptions are cleanest to state, even if a sibling result is technically harder — the lead theorem is what the desk screen reads.
  • A characterization beats an existence result as the headline when both are proved; existence can follow as a corollary section.
  • Never lead with the comparative static if the underlying equilibrium object is itself new.

Anti-patterns

  • An applied-micro or finance paper with a token model bolted on
  • A computational exercise with no characterization result behind it
  • A marginal generalization of a published theorem framed as new

Output format

【Core result】<the theorem/characterization in one sentence>
【Scope fit】in-scope theory area: <area> | off-fit: <why>
【Empirical/computational content】none | grounded-in-theory | stand-alone (off-fit)
【Verdict】JET-ready / reframe / send elsewhere → jet-literature-positioning

© 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-Economic-Theory-Skills/skills/jet-topic-selection of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jet Topic Selection 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.

Jet Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jet Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Journal Of Economic Theoryfranklee16/academic-research-skills2231 repos~1.5kAutomated safety check: PassNone
TopicsZimoLiao/scholaraio577—~294Automated safety check: PassMIT
Economic Theory And Business Managementfranklee16/academic-research-skills2231 repos~585Automated safety check: PassNone
Topic Modelingbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~3.7kAutomated safety check: PassCustom licence
Integration Theoryparcadei/Continuous-Claude-v33.9k1 repos~929Automated safety check: NotesMIT

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Questions about Jet Topic Selection

What does Jet Topic Selection do?

A skill your agent uses when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with…. Jet Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous, original theoretical contribution in a core theory area, with empirical/computational work only when firmly grounded in theory.

When should I use Jet Topic Selection?

Jet Topic Selection fits situations like: testing whether a project clears the Journal of Economic Theory (JET) scope gate — a rigorous; original theoretical contribution in a core theory area; with empirical/computational work only when firmly grounded in theory.

How do I install Jet Topic Selection in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-topic-selection -a claude-code`. Or copy the skill folder (Journal-of-Economic-Theory-Skills/skills/jet-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jet-topic-selection in your project. Claude Code loads it when a task matches its description.

How do I install Jet Topic Selection in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-topic-selection -a codex`. Or copy the skill folder (Journal-of-Economic-Theory-Skills/skills/jet-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jet-topic-selection in your project. Codex loads it when a task matches its description.

Can I use Jet Topic Selection 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 jet-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jet-topic-selection, .gemini/skills/jet-topic-selection, .github/skills/jet-topic-selection and .opencode/skills/jet-topic-selection in your project.

What does Jet Topic Selection need to run?

SKILL.md names no scripts, command-line tools or credentials: Jet Topic Selection is instructions for the agent only.

Does Jet Topic Selection 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 Jet Topic Selection 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 Jet Topic Selection use?

Jet Topic Selection 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 Jet Topic Selection use?

About 1.2k tokens (SKILL.md is roughly 4.9k 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 Jet Topic Selection?

Skills that share tags, products or a category with Jet Topic Selection: Journal Of Economic Theory (franklee16/academic-research-skills, 223 stars), Topics (ZimoLiao/scholaraio, 577 stars), Economic Theory And Business Management (franklee16/academic-research-skills, 223 stars) and Topic Modeling (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jet Topic Selection?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.