Agent skill

Jwe Heterogeneity

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when a 《世界经济》 (The Journal of World Economy) manuscript's heterogeneity is thin (e.g.

No licenceAuto-check passed

Install Jwe Heterogeneity

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jwe-heterogeneity -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jwe-heterogeneity --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-World-Economy-Skills/skills/jwe-heterogeneity .claude/skills/jwe-heterogeneity && 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
jwe-heterogeneity
GitHub stars
223
Used in
1 other repo
Token cost
~398 tokens
SKILL.md length
93 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when a 《世界经济》 (The Journal of World Economy) manuscript's heterogeneity is thin (e.g.

  • A 《世界经济》 (The Journal of World Economy) manuscripts heterogeneity is thin (e.g
  • SKILL.md covers 触发时机, 开放经济专属的切分维度(优先这些), 做实异质性(而非堆回归) and 自检清单, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jwe Heterogeneity is an agent skill from franklee16/academic-research-skills. Use when a 《世界经济》 (The Journal of World Economy) manuscript's heterogeneity is thin (e.g. only east/central/west) — slicing instead by internationally-meaningful margins: exposure intensity, firm trade type, destination / partner country, and trade margins. Use after the main effect and channel are established.

Its SKILL.md is about 400 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

  • A 《世界经济》 (The Journal of World Economy) manuscripts heterogeneity is thin (e.g

Example prompts

  • “/jwe-heterogeneity”

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

Jwe Heterogeneity loads about 398 tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 93 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~398

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 93 words (~398 tokens).

name
jwe-heterogeneity

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-heterogeneity 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

Jwe Heterogeneity 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.

Jwe Heterogeneity compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jwe Heterogeneity this skillfranklee16/academic-research-skills2231 repos~398Automated safety check: PassNone
Threejs World Generationcalesthio/OpenMontage66k—~2kAutomated safety check: PassAGPL-3.0
InkOS Interactive World PlayNarcooo/inkos10k—~793Automated safety check: PassAGPL-3.0
Heterogeneous Agent Compatibility Testlobehub/lobehub83k—~1.8kAutomated safety check: PassCustom licence
Forage EconomyBitterbot-AI/bitterbot-desktop2.5k—~633Automated safety check: PassMIT
World Bug Opportunity Finderdigoal/blog8.6k—~1.9kAutomated safety check: PassGPL-2.0

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Questions about Jwe Heterogeneity

What does Jwe Heterogeneity do?

A skill your agent uses when a 《世界经济》 (The Journal of World Economy) manuscript's heterogeneity is thin (e.g. Jwe Heterogeneity is an agent skill from franklee16/academic-research-skills.g.

When should I use Jwe Heterogeneity?

Jwe Heterogeneity fits situations like: A 《世界经济》 (The Journal of World Economy) manuscripts heterogeneity is thin (e.g.

How do I install Jwe Heterogeneity in Claude Code?

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

How do I install Jwe Heterogeneity in Codex?

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

Can I use Jwe Heterogeneity 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 jwe-heterogeneity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jwe-heterogeneity, .gemini/skills/jwe-heterogeneity, .github/skills/jwe-heterogeneity and .opencode/skills/jwe-heterogeneity in your project.

What does Jwe Heterogeneity need to run?

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

Does Jwe Heterogeneity 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 Jwe Heterogeneity 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 Jwe Heterogeneity use?

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

How many tokens does Jwe Heterogeneity use?

About 398 tokens (SKILL.md is roughly 1.6k 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 Jwe Heterogeneity?

Skills that share tags, products or a category with Jwe Heterogeneity: Threejs World Generation (calesthio/OpenMontage, 66k stars), InkOS Interactive World Play (Narcooo/inkos, 10k stars), Heterogeneous Agent Compatibility Test (lobehub/lobehub, 83k stars) and Forage Economy (Bitterbot-AI/bitterbot-desktop, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jwe Heterogeneity?

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.