Agent skill

Jqte Implications

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance…

No licenceAuto-check passedData & Analytics

Install Jqte Implications

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jqte-implications --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-implications .claude/skills/jqte-implications && 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-implications
GitHub stars
223
Used in
1 other repo
Token cost
~377 tokens
SKILL.md length
51 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance…

  • Writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement
  • SKILL.md covers 触发时机, 本刊要求与定位, 四类落点(按贡献类型取用) and 写法要点, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Decomposition results into concrete guidance for planning

What it does

Jqte Implications is an agent skill from franklee16/academic-research-skills. Use when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance for planning, forecasting, industrial, or technology decisions. JQTE expects a substantive policy section (≥ 1000 characters, except pure-method papers) grounded in the paper's own quantitative findings.

Its SKILL.md is about 380 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 Data & Analytics, covering Forecasting and time series and Translation. 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

  • Writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement
  • Decomposition results into concrete guidance for planning
  • Technology decisions

Example prompts

  • “/jqte-implications”

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 Implications loads about 377 tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 51 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~99
When it runs · the whole SKILL.md, loaded when a task matches
~377

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 51 words (~377 tokens).

name
jqte-implications

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-implications 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 Implications 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 Implications compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jqte Implications this skillfranklee16/academic-research-skills2231 repos~377Automated safety check: PassNone
Smooth Translationopenforecast-org/smooth107—~2.2kAutomated safety check: PassLGPL-2.1
TimesFM Forecastinggoogle-research/timesfm34k—~4.7kAutomated safety check: PassApache-2.0
Timesfm ForecastingzLanqing/codex-claude-academic-skills4.6k6 repos~7.5kAutomated safety check: NotesApache-2.0
StatsmodelszLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause
Alphaear Predictorninehills/skills2812 repos~531Automated safety check: PassNone

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Questions about Jqte Implications

What does Jqte Implications do?

A skill your agent uses when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance…. Jqte Implications is an agent skill from franklee16/academic-research-skills. Use when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance for planning, forecasting, industrial, or technology decisions.

When should I use Jqte Implications?

Jqte Implications fits situations like: writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement; decomposition results into concrete guidance for planning; technology decisions.

How do I install Jqte Implications in Claude Code?

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

How do I install Jqte Implications in Codex?

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

Can I use Jqte Implications 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-implications -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-implications, .gemini/skills/jqte-implications, .github/skills/jqte-implications and .opencode/skills/jqte-implications in your project.

What does Jqte Implications need to run?

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

Does Jqte Implications 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 Implications 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 Implications use?

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

How many tokens does Jqte Implications use?

About 377 tokens (SKILL.md is roughly 1.5k 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 Implications?

Skills that share tags, products or a category with Jqte Implications: Smooth Translation (openforecast-org/smooth, 107 stars), TimesFM Forecasting (google-research/timesfm, 34k stars), Timesfm Forecasting (zLanqing/codex-claude-academic-skills, 4.6k stars) and Statsmodels (zLanqing/codex-claude-academic-skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jqte Implications?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.