Agent skill

Jie Topic Selection

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when checking whether a paper fits the Journal of International Economics (JIE) scope and clears its originality gate — trade patterns and commercial policy, exchange rates…

No licenceAuto-check passed

Install Jie Topic Selection

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jie-topic-selection -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jie-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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-International-Economics-Skills/skills/jie-topic-selection .claude/skills/jie-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
jie-topic-selection
GitHub stars
223
Used in
1 other repo
Token cost
~949 tokens
SKILL.md length
370 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when checking whether a paper fits the Journal of International Economics (JIE) scope and clears its originality gate — trade patterns and commercial policy, exchange rates…

  • Open-economy macro
  • SKILL.md covers When to trigger, JIE's scope, The originality gate and Two-sided fit check, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • International finance

What it does

Jie Topic Selection is an agent skill from franklee16/academic-research-skills. Use when checking whether a paper fits the Journal of International Economics (JIE) scope and clears its originality gate — trade patterns and commercial policy, exchange rates, open-economy macro, international finance, sovereign debt, factor mobility, spatial economics, and whether the motivation or modelling structure is original. Tests fit; it does not pick your topic for you.

Its SKILL.md is about 950 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Open-economy macro
  • International finance
  • Factor mobility
  • Spatial economics

Example prompts

  • “/jie-topic-selection”

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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

Jie Topic Selection loads about 949 tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 370 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~101
When it runs · the whole SKILL.md, loaded when a task matches
~949

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 370 words (~949 tokens).

“JIE publishes work across the whole of international economics — both international trade and international macroeconomics/finance. In-scope topics, per the journal's stated scope, include: trade patterns and commercial policy; international institutions; exchange rates; open-economy macroeconomics; country/regional growth and development; international…”

— opening of SKILL.md by franklee16
name
jie-topic-selection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-International-Economics-Skills/skills/jie-topic-selection of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Jie 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.

Jie Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jie Topic Selection this skillfranklee16/academic-research-skills2231 repos~949Automated safety check: PassNone
Furniture Fit Checkpascalorg/editor25k—~5.1kAutomated safety check: PassMIT
Internal Commsalirezarezvani/claude-skills28k—~3.4kAutomated safety check: PassMIT
Internal Communicationsickn33/agentic-awesome-skills47k1 repos~3.4kAutomated safety check: PassMIT
Check PRpaperclipai/paperclip99k—~3.6kAutomated safety check: PassMIT
Internal Communications Writeranthropics/skills180k38 repos~378Automated safety check: PassApache-2.0

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Questions about Jie Topic Selection

What does Jie Topic Selection do?

A skill your agent uses when checking whether a paper fits the Journal of International Economics (JIE) scope and clears its originality gate — trade patterns and commercial policy, exchange rates…. Jie Topic Selection is an agent skill from franklee16/academic-research-skills. Use when checking whether a paper fits the Journal of International Economics (JIE) scope and clears its originality gate — trade patterns and commercial policy, exchange rates, open-economy macro, international finance, sovereign debt, factor mobility, spatial economics, and whether the motivation or modelling structure is original.

When should I use Jie Topic Selection?

Jie Topic Selection fits situations like: open-economy macro; international finance; factor mobility; spatial economics.

How do I install Jie Topic Selection in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill jie-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-International-Economics-Skills/skills/jie-topic-selection in franklee16/academic-research-skills) into .claude/skills/jie-topic-selection in your project. Claude Code loads it when a task matches its description.

How do I install Jie Topic Selection in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jie-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-International-Economics-Skills/skills/jie-topic-selection in franklee16/academic-research-skills) into .agents/skills/jie-topic-selection in your project. Codex loads it when a task matches its description.

Can I use Jie 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 franklee16/academic-research-skills --skill jie-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/jie-topic-selection, .gemini/skills/jie-topic-selection, .github/skills/jie-topic-selection and .opencode/skills/jie-topic-selection in your project.

What does Jie Topic Selection need to run?

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

Does Jie 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 Jie 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 Jie Topic Selection use?

No licence was found for Jie Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Jie Topic Selection use?

About 949 tokens (SKILL.md is roughly 3.8k 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 Jie Topic Selection?

Skills that share tags, products or a category with Jie Topic Selection: Furniture Fit Check (pascalorg/editor, 25k stars), Internal Comms (alirezarezvani/claude-skills, 28k stars), Internal Communication (sickn33/agentic-awesome-skills, 47k stars) and Check PR (paperclipai/paperclip, 99k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jie Topic Selection?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.