Agent skill

Jmr Data Analysis

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design, and meeting JMR's hard…

No licenceAuto-check passedData & Analytics

Install Jmr Data Analysis

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jmr-data-analysis -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jmr-data-analysis --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-Marketing-Research-Skills/skills/jmr-data-analysis .claude/skills/jmr-data-analysis && 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
jmr-data-analysis
GitHub stars
223
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
409 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design, and meeting JMR's hard…

  • Running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design
  • SKILL.md covers When to trigger, JMR's hard reporting mandate…, Choose the estimator that… and Behavioral analysis specifics, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Meeting JMRs hard journal-level reporting mandate of exact p-values

What it does

Jmr Data Analysis is an agent skill from franklee16/academic-research-skills. Use when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design, and meeting JMR's hard journal-level reporting mandate of exact p-values, standard errors, and effect sizes, plus replication-ready disclosure. Executes and reports; jmr-methods designs the study and jmr-contribution-framing states the payoff.

Its SKILL.md is about 1.2k 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 Statistics, Data analysis and Database administration. 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

  • Running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design
  • Meeting JMRs hard journal-level reporting mandate of exact p-values
  • Standard errors
  • Plus replication-ready disclosure

Example prompts

  • “/jmr-data-analysis”

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

Jmr Data Analysis loads about 1.2k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 409 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~102
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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 409 words (~1,208 tokens).

“JMR enforces statistics reporting more explicitly than generic top journals. Empirical papers must report:”

— opening of SKILL.md by franklee16
name
jmr-data-analysis

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Marketing-Research-Skills/skills/jmr-data-analysis 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

Jmr Data Analysis 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.

Jmr Data Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jmr Data Analysis this skillfranklee16/academic-research-skills2231 repos~1.2kAutomated safety check: PassNone
Yichen Wecom Local Vaultmcncarl/yichen-skills4.4k—~1.3kAutomated safety check: PassCustom licence
MatlabzLanqing/codex-claude-academic-skills4.7k8 repos~2.3kAutomated safety check: NotesGPL-3.0
Eqtl Catalogue Region FetchClawBio/ClawBio1.2k1 repos~4.7kAutomated safety check: PassMIT
CSV Data Analysis5zjk5/prompt-engineering127—~2.6kAutomated safety check: PassNone
Meridian MMM Model Buildinggoogle/meridian1.6k—~2.5kAutomated safety check: PassApache-2.0

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Questions about Jmr Data Analysis

What does Jmr Data Analysis do?

A skill your agent uses when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design, and meeting JMR's hard…. Jmr Data Analysis is an agent skill from franklee16/academic-research-skills. Use when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design, and meeting JMR's hard journal-level reporting mandate of exact p-values, standard errors, and effect sizes, plus replication-ready disclosure.

When should I use Jmr Data Analysis?

Jmr Data Analysis fits situations like: running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches the design; meeting JMRs hard journal-level reporting mandate of exact p-values; standard errors; plus replication-ready disclosure.

How do I install Jmr Data Analysis in Claude Code?

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

How do I install Jmr Data Analysis in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jmr-data-analysis -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Marketing-Research-Skills/skills/jmr-data-analysis in franklee16/academic-research-skills) into .agents/skills/jmr-data-analysis in your project. Codex loads it when a task matches its description.

Can I use Jmr Data Analysis 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 jmr-data-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jmr-data-analysis, .gemini/skills/jmr-data-analysis, .github/skills/jmr-data-analysis and .opencode/skills/jmr-data-analysis in your project.

What does Jmr Data Analysis need to run?

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

Does Jmr Data Analysis 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 Jmr Data Analysis 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 Jmr Data Analysis use?

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

How many tokens does Jmr Data Analysis use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 Jmr Data Analysis?

Skills that share tags, products or a category with Jmr Data Analysis: Yichen Wecom Local Vault (mcncarl/yichen-skills, 4.4k stars), Matlab (zLanqing/codex-claude-academic-skills, 4.7k stars), Eqtl Catalogue Region Fetch (ClawBio/ClawBio, 1.2k stars) and CSV Data Analysis (5zjk5/prompt-engineering, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jmr Data Analysis?

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.