A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA).

No licenceAuto-check passedBusiness, Finance & HR

Install Jqte Io Cge

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jqte-io-cge -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jqte-io-cge --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-io-cge .claude/skills/jqte-io-cge && 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
jqte-io-cge
GitHub stars
223
Used in
1 other repo
Token cost
~419 tokens
SKILL.md length
79 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 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA).

  • A 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table
  • SKILL.md covers 触发时机, 本刊铁律:数据 + 校准 + 闭合 + 情景,全链可复现, 投入产出(IO) and 结构分解(SDA / SPA), plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • A structural decomposition (SDA)

What it does

Jqte Io Cge is an agent skill from franklee16/academic-research-skills. Use when a 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA). Enforces explicit data sources, parameter calibration, closure rules, scenario design, and end-to-end reproducibility. The standard reject here is a black-box model run whose setup cannot be reconstructed.

Its SKILL.md is about 420 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 Business, Finance & HR, covering Performance reviews and Reproducible research. 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 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table
  • A structural decomposition (SDA)

Example prompts

  • “/jqte-io-cge”

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

Jqte Io Cge loads about 419 tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 79 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
~419

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 79 words (~419 tokens).

name
jqte-io-cge

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-io-cge 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

Jqte Io Cge 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.

Jqte Io Cge compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jqte Io Cge this skillfranklee16/academic-research-skills2231 repos~419Automated safety check: PassNone
Iros Reproducibilitybrycewang-stanford/Awesome-Journal-Skills1.2k—~929Automated safety check: PassMIT
Aejmac Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT
Icra Reproducibilitybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.6kAutomated safety check: PassMIT
Ipsn Reproducibilitybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Uai Reproducibilitybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.6kAutomated safety check: PassMIT

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Questions about Jqte Io Cge

What does Jqte Io Cge do?

A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA). Jqte Io Cge is an agent skill from franklee16/academic-research-skills. Use when a 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table, a CGE model, or a structural decomposition (SDA).

When should I use Jqte Io Cge?

Jqte Io Cge fits situations like: A 《数量经济技术经济研究》 (JQTE) manuscript is built on an input-output table; A structural decomposition (SDA).

How do I install Jqte Io Cge in Claude Code?

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

How do I install Jqte Io Cge in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jqte-io-cge -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-io-cge in franklee16/academic-research-skills) into .agents/skills/jqte-io-cge in your project. Codex loads it when a task matches its description.

Can I use Jqte Io Cge 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 jqte-io-cge -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jqte-io-cge, .gemini/skills/jqte-io-cge, .github/skills/jqte-io-cge and .opencode/skills/jqte-io-cge in your project.

What does Jqte Io Cge need to run?

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

Does Jqte Io Cge 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 Jqte Io Cge 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 Jqte Io Cge use?

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

How many tokens does Jqte Io Cge use?

About 419 tokens (SKILL.md is roughly 1.7k 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 Jqte Io Cge?

Skills that share tags, products or a category with Jqte Io Cge: Iros Reproducibility (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aejmac Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Icra Reproducibility (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Ipsn Reproducibility (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jqte Io Cge?

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.