Agent skill

Jape Replication And Data Policy

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate…

No licenceAuto-check passedDatabases

Install Jape Replication And Data Policy

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jape-replication-and-data-policy -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jape-replication-and-data-policy --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-replication-and-data-policy .claude/skills/jape-replication-and-data-policy && 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-replication-and-data-policy
GitHub stars
223
Used in
1 other repo
Token cost
~671 tokens
SKILL.md length
253 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate…

  • Assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme
  • SKILL.md covers When to trigger, The signature requirement, Format rules (do not get this… and Confidential-data exception, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • The programs that replicate every result

What it does

Jape Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate every result, and the confidential-data exception. Encodes the archive's actual format rules (no bare .dta/SAS) and its history (Queen's 1994–2022, now ZBW).

Its SKILL.md is about 670 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 Databases, covering Database administration, Econometrics and empirical research and CSV and tabular files. 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

  • Assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme
  • The programs that replicate every result
  • The confidential-data exception

Example prompts

  • “s actual format rules (no bare .dta/SAS) and its history (Queen”
  • “/jape-replication-and-data-policy”

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 Replication And Data Policy loads about 671 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 253 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~671

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 253 words (~671 tokens).

“Use this from day one, not only after acceptance — the deposit is the journal's signature norm.”

— opening of SKILL.md by franklee16
name
jape-replication-and-data-policy

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-replication-and-data-policy 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 Replication And Data Policy 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 Replication And Data Policy compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jape Replication And Data Policy this skillfranklee16/academic-research-skills2231 repos~671Automated safety check: PassNone
Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills4.6k1 repos~2.8kAutomated safety check: PassCustom licence
Data Depositbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.2kAutomated safety check: NotesCustom licence
Eer Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Jle Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.9kAutomated safety check: PassMIT
Jeem Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~2.4kAutomated safety check: PassMIT

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Questions about Jape Replication And Data Policy

What does Jape Replication And Data Policy do?

A skill your agent uses when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate…. Jape Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate every result, and the confidential-data exception.

When should I use Jape Replication And Data Policy?

Jape Replication And Data Policy fits situations like: assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme; the programs that replicate every result; the confidential-data exception.

How do I install Jape Replication And Data Policy in Claude Code?

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

How do I install Jape Replication And Data Policy in Codex?

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

Can I use Jape Replication And Data Policy 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-replication-and-data-policy -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-replication-and-data-policy, .gemini/skills/jape-replication-and-data-policy, .github/skills/jape-replication-and-data-policy and .opencode/skills/jape-replication-and-data-policy in your project.

What does Jape Replication And Data Policy need to run?

SKILL.md names no scripts, command-line tools or credentials: Jape Replication And Data Policy is instructions for the agent only.

Does Jape Replication And Data Policy 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 Replication And Data Policy 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 Replication And Data Policy use?

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

How many tokens does Jape Replication And Data Policy use?

About 671 tokens (SKILL.md is roughly 2.7k 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 Jape Replication And Data Policy?

Skills that share tags, products or a category with Jape Replication And Data Policy: Aer Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Data Deposit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Eer Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Jle Replication Package (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 Jape Replication And Data Policy?

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.