Agent skill

Jape Literature Positioning

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data…

No licenceAuto-check passedResearch & Science

Install Jape Literature Positioning

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jape-literature-positioning -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jape-literature-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-Applied-Econometrics-Skills/skills/jape-literature-positioning .claude/skills/jape-literature-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
jape-literature-positioning
GitHub stars
223
Used in
1 other repo
Token cost
~572 tokens
SKILL.md length
225 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data…

  • Works in 2 steps: Method lineage — cite the econometric… → Applied / substantive lineage — cite…
  • Positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent
  • SKILL.md covers When to trigger, Position on two axes at once, Free Format and references and Output format, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jape Literature Positioning is an agent skill from franklee16/academic-research-skills. Use when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data Archive of replicable papers. Frames the gap as an application/replication advance under JAE's citation-style-agnostic Free Format.

Its SKILL.md is about 570 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 Positioning and messaging, Econometrics and empirical research and Legal 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

  • Positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent
  • The methods you apply
  • JAEs own corpus and Data Archive of replicable papers

Example prompts

  • “/jape-literature-positioning”

Workflow steps

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

  1. Method lineage — cite the econometric technique(s) you apply or extend, and the canonical references for the estimator/inference you use…
  2. Applied / substantive lineage — cite prior empirical work on the same question or data, and say precisely what your application adds: new…

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

Jape Literature Positioning loads about 572 tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 225 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~572

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 225 words (~572 tokens).

“JAE values an application on real data that advances or rigorously tests a technique. Position simultaneously on:”

— opening of SKILL.md by franklee16
name
jape-literature-positioning

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-literature-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

Jape Literature 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.

Jape Literature Positioning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jape Literature Positioning this skillfranklee16/academic-research-skills2231 repos~572Automated safety check: PassNone
Ieee Paper ReaderCloudWave818/ieee-skills359—~591Automated safety check: PassMIT
Ectj Literature Positioningbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Icsme Related Workbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Scholar Replicationjoshzyj/open-scholar-skill168—~19kAutomated safety check: PassCustom licence
Jebo Literature Positioningbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT

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Questions about Jape Literature Positioning

What does Jape Literature Positioning do?

A skill your agent uses when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data…. Jape Literature Positioning is an agent skill from franklee16/academic-research-skills. Use when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data Archive of replicable papers.

When should I use Jape Literature Positioning?

Jape Literature Positioning fits situations like: positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent; the methods you apply; JAEs own corpus and Data Archive of replicable papers.

How do I install Jape Literature Positioning in Claude Code?

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

How do I install Jape Literature Positioning in Codex?

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

Can I use Jape Literature 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 jape-literature-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/jape-literature-positioning, .gemini/skills/jape-literature-positioning, .github/skills/jape-literature-positioning and .opencode/skills/jape-literature-positioning in your project.

What does Jape Literature Positioning need to run?

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

Does Jape Literature 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 Jape Literature 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 Jape Literature Positioning use?

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

How many tokens does Jape Literature Positioning use?

About 572 tokens (SKILL.md is roughly 2.3k 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 Jape Literature Positioning?

Skills that share tags, products or a category with Jape Literature Positioning: Ieee Paper Reader (CloudWave818/ieee-skills, 359 stars), Ectj Literature Positioning (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Icsme Related Work (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Scholar Replication (joshzyj/open-scholar-skill, 168 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jape Literature 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.