Agent skill

Jqte Fit Positioning

by franklee16 in franklee16/academic-research-skills

A skill your agent uses to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal…

No licenceAuto-check passedData & Analytics

Install Jqte Fit Positioning

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jqte-fit-positioning --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-fit-positioning .claude/skills/jqte-fit-positioning && 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-fit-positioning
GitHub stars
223
Used in
1 other repo
Token cost
~464 tokens
SKILL.md length
76 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal…

  • Works in 3 steps: 核心可量化吗:本文的贡献能落到一个"量/预测/分解得更好"的具体对象吗?还是只有一… → 方法节立得住吗:构造/设定/参数是否透明、可复现,而非黑箱跑软件? → 是不是硬凑因果:去掉勉强的因果话术后,测度/方法本身还成立且有价值吗?(若是,就老…
  • Judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement
  • SKILL.md covers 触发时机, 第一步:判定贡献类型(决定全文骨架), 三道筛子(任一不过即高风险) and 匹配度评级, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jqte Fit Positioning is an agent skill from franklee16/academic-research-skills. Use to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal inference — before investing in revision. The most common save: stopping a strong measurement paper from being dressed up as a weak causal study, and routing genuinely clean-causal work elsewhere.

Its SKILL.md is about 460 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 Positioning and messaging and Forecasting and time series. 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

  • Judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement
  • Method-application versus clean causal inference — before investing in revision

Example prompts

  • “/jqte-fit-positioning”

Workflow steps

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

  1. 核心可量化吗:本文的贡献能落到一个"量/预测/分解得更好"的具体对象吗?还是只有一个泛泛的实证回归?
  2. 方法节立得住吗:构造/设定/参数是否透明、可复现,而非黑箱跑软件?
  3. 是不是硬凑因果:去掉勉强的因果话术后,测度/方法本身还成立且有价值吗?(若是,就老实做测度)

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 Fit Positioning loads about 464 tokens when it runs. Until then it costs about 98 tokens; SKILL.md has 76 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~98
When it runs · the whole SKILL.md, loaded when a task matches
~464

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 76 words (~464 tokens).

name
jqte-fit-positioning

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-fit-positioning 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 Fit Positioning 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 Fit Positioning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jqte Fit Positioning this skillfranklee16/academic-research-skills2231 repos~464Automated safety check: PassNone
Competitive Cartographercuriositech/some_claude_skills244—~1.3kAutomated safety check: PassMIT
Meihua Divinationtradecatlabs/fatecat201—~1.1kAutomated safety check: PassMIT
Hehe Trend Analysishexiaofeier/hehe-industry-research-skill-pack306—~1.2kAutomated safety check: PassMIT
Roas Forecastingirinabuht12-oss/marketing-skills4.1k—~681Automated safety check: PassNone
Twitter Searchsundial-org/awesome-openclaw-skills663—~2.3kAutomated safety check: PassNone

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Questions about Jqte Fit Positioning

What does Jqte Fit Positioning do?

A skill your agent uses to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal…. Jqte Fit Positioning is an agent skill from franklee16/academic-research-skills. Use to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal inference — before investing in revision.

When should I use Jqte Fit Positioning?

Jqte Fit Positioning fits situations like: judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement; method-application versus clean causal inference — before investing in revision.

How do I install Jqte Fit Positioning in Claude Code?

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

How do I install Jqte Fit Positioning in Codex?

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

Can I use Jqte Fit Positioning 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-fit-positioning -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-fit-positioning, .gemini/skills/jqte-fit-positioning, .github/skills/jqte-fit-positioning and .opencode/skills/jqte-fit-positioning in your project.

What does Jqte Fit Positioning need to run?

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

Does Jqte Fit Positioning 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 Fit Positioning 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 Fit Positioning use?

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

How many tokens does Jqte Fit Positioning use?

About 464 tokens (SKILL.md is roughly 1.9k 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 Jqte Fit Positioning?

Skills that share tags, products or a category with Jqte Fit Positioning: Competitive Cartographer (curiositech/some_claude_skills, 244 stars), Meihua Divination (tradecatlabs/fatecat, 201 stars), Hehe Trend Analysis (hexiaofeier/hehe-industry-research-skill-pack, 306 stars) and Roas Forecasting (irinabuht12-oss/marketing-skills, 4.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jqte Fit Positioning?

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.