Agent skill

Rje Data Analysis

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply…

No licenceAuto-check passedData & Analytics

Install Rje Data Analysis

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills rje-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/RAND-Journal-of-Economics-Skills/skills/rje-data-analysis .claude/skills/rje-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
rje-data-analysis
GitHub stars
223
Used in
1 other repo
Token cost
~886 tokens
SKILL.md length
341 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply…

  • Reduced-form models
  • SKILL.md covers When to trigger, Analysis norms at the IO…, Robustness suite to stage and Page-cap discipline, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Then running the robustness

What it does

Rje Data Analysis is an agent skill from franklee16/academic-research-skills. Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry, auction, or reduced-form models, then running the robustness, counterfactual, and inference checks IO referees expect. Analysis discipline, not study design.

Its SKILL.md is about 890 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 Data analysis, Experimental design and Load testing. 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

  • Reduced-form models
  • Then running the robustness
  • Inference checks IO referees expect

Example prompts

  • “/rje-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

Rje Data Analysis loads about 886 tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 341 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~89
When it runs · the whole SKILL.md, loaded when a task matches
~886

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 341 words (~886 tokens).

“RJE referees apply industrial-organization empirical norms. Whether the work is structural or reduced-form, the analysis must show the estimates are credible, well-behaved, and economically sensible, and that counterfactuals are disciplined by the model.”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/RAND-Journal-of-Economics-Skills/skills/rje-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

Rje 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.

Rje Data Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rje Data Analysis this skillfranklee16/academic-research-skills2231 repos~886Automated safety check: PassNone
Save Research Notebooknapjon/krisk117—~702Automated safety check: PassBSD-3-Clause
Data Scientistdavila7/claude-code-templates32k8 repos~2.6kAutomated safety check: PassMIT
Power Analysisgaasher/Agent-Loop-Skills174—~2.2kAutomated safety check: PassMIT
Jfi Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.7kAutomated safety check: PassMIT
Jppm Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.8kAutomated safety check: PassMIT

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Questions about Rje Data Analysis

What does Rje Data Analysis do?

A skill your agent uses when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply…. Rje Data Analysis is an agent skill from franklee16/academic-research-skills. Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry, auction, or reduced-form models, then running the robustness, counterfactual, and inference checks IO referees expect.

When should I use Rje Data Analysis?

Rje Data Analysis fits situations like: reduced-form models; then running the robustness; inference checks IO referees expect.

How do I install Rje Data Analysis in Claude Code?

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

How do I install Rje Data Analysis in Codex?

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

Can I use Rje 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 rje-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/rje-data-analysis, .gemini/skills/rje-data-analysis, .github/skills/rje-data-analysis and .opencode/skills/rje-data-analysis in your project.

What does Rje Data Analysis need to run?

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

Does Rje 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 Rje 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 Rje Data Analysis use?

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

How many tokens does Rje Data Analysis use?

About 886 tokens (SKILL.md is roughly 3.5k 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 Rje Data Analysis?

Skills that share tags, products or a category with Rje Data Analysis: Save Research Notebook (napjon/krisk, 117 stars), Data Scientist (davila7/claude-code-templates, 32k stars), Power Analysis (gaasher/Agent-Loop-Skills, 174 stars) and Jfi Data Analysis (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 Rje 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.