Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
A skill your agent uses when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a…
Install Jqte Literature Review
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jqte-literature-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-literature-review .claude/skills/jqte-literature-review && rm -rf skills-srcUse ~/.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/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .claude/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-reviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jqte-literature-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review .agents/skills/jqte-literature-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .agents/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jqte-literature-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review .cursor/skills/jqte-literature-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .cursor/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jqte-literature-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review .gemini/skills/jqte-literature-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .gemini/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills jqte-literature-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review .github/skills/jqte-literature-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .github/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jqte-literature-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review .opencode/skills/jqte-literature-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jqte-literature-review" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review into .opencode/skills/jqte-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-literature-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jqte-literature-review- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~350 tokens
- SKILL.md length
- 47 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a…
- Works in 3 steps: 测度/方法源流：该量（TFP、效率、某指数、某结构）历史上用什么方法量？各方法的假… → 前沿进展：近年方法的改进（如非参/半参效率前沿、混频、机器学习计量、动态 SDA）。 → 中国数据应用缺口：在中国数据/口径下，现有做法的不足（数据可得性、口径不一致、参数…
- Rather than a chronological pile of recent empirical citations
- SKILL.md covers 触发时机, 本刊综述的核心：方法脉络 + 应用缺口, 引用结构建议 and 自检清单, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jqte Literature Review is an agent skill from franklee16/academic-research-skills. Use when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a structure decomposed) and the China-data application gap, rather than a chronological pile of recent empirical citations. Use after the topic and contribution type are set.
Its SKILL.md is about 350 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 Research & Science, covering Literature review. 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
- Rather than a chronological pile of recent empirical citations
- Tasks that involve Literature review
Example prompts
- “/jqte-literature-review”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 测度/方法源流：该量（TFP、效率、某指数、某结构）历史上用什么方法量？各方法的假设与局限？
- 前沿进展：近年方法的改进（如非参/半参效率前沿、混频、机器学习计量、动态 SDA）。
- 中国数据应用缺口：在中国数据/口径下，现有做法的不足（数据可得性、口径不一致、参数难校准），本文如何补。
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 Literature Review loads about 350 tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 47 words of instructions outside code blocks.
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 47 words (~350 tokens).
- name
- jqte-literature-review
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review 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 Literature Review 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jqte Literature Review this skillfranklee16/academic-research-skills | 223 | 1 repos | ~350 | Automated safety check: Pass | None | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence |
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Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Deep Research Workflow
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
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Related
Categories
Questions about Jqte Literature Review
What does Jqte Literature Review do?
A skill your agent uses when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a…. Jqte Literature Review is an agent skill from franklee16/academic-research-skills. Use when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a structure decomposed) and the China-data application gap, rather than a chronological pile of recent empirical citations.
When should I use Jqte Literature Review?
Jqte Literature Review fits situations like: rather than a chronological pile of recent empirical citations; tasks that involve Literature review.
How do I install Jqte Literature Review in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review in franklee16/academic-research-skills) into .claude/skills/jqte-literature-review in your project. Claude Code loads it when a task matches its description.
How do I install Jqte Literature Review in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jqte-literature-review -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-literature-review in franklee16/academic-research-skills) into .agents/skills/jqte-literature-review in your project. Codex loads it when a task matches its description.
Can I use Jqte Literature Review 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-literature-review -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-literature-review, .gemini/skills/jqte-literature-review, .github/skills/jqte-literature-review and .opencode/skills/jqte-literature-review in your project.
What does Jqte Literature Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Jqte Literature Review is instructions for the agent only.
Does Jqte Literature Review 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 Literature Review 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 Literature Review use?
No licence was found for Jqte Literature Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jqte Literature Review use?
About 350 tokens (SKILL.md is roughly 1.4k 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 Literature Review?
Skills that share tags, products or a category with Jqte Literature Review: Nature Paper Card (Yuan1z0825/nature-skills, 47k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jqte Literature Review?
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.