Agent skill

Jae Tables Figures

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and…

No licenceAuto-check passedBusiness, Finance & HR

Install Jae Tables Figures

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jae-tables-figures -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jae-tables-figures --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-Accounting-and-Economics-Skills/skills/jae-tables-figures .claude/skills/jae-tables-figures && 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
jae-tables-figures
GitHub stars
223
Used in
1 other repo
Token cost
~1k 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 building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and…

  • Works in 7 steps: Variable definitions (often an… → Sample construction: the waterfall from… → Descriptive statistics: N, mean, median,… → …
  • Building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix
  • SKILL.md covers When to trigger, The standard JAE exhibit set, Reporting conventions… and Figures, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jae Tables Figures is an agent skill from franklee16/academic-research-skills. Use when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and correlations, regression tables with clustered standard errors, and event-study/DiD figures — in Elsevier house style so each exhibit is self-contained and reproducible.

Its SKILL.md is about 1k 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 Business, Finance & HR, covering Accounting and bookkeeping and Statistics. 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

  • Building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix
  • Sample-construction table
  • Descriptive statistics and correlations
  • Regression tables with clustered standard errors

Example prompts

  • “/jae-tables-figures”

Workflow steps

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

  1. Variable definitions (often an appendix): every variable, its construction, and the data source…
  2. Sample construction: the waterfall from population to final N with counts at each exclusion.
  3. Descriptive statistics: N, mean, median, SD, and key percentiles; note winsorization (e.g., 1%/99%).
  4. Correlation matrix: Pearson (and often Spearman) correlations among main variables.
  5. Main regressions: the hypothesis tests, with the coefficient of interest visually identifiable.
  6. Cross-sectional / mechanism tables: partitions showing the effect concentrates where the friction is severe.
  7. Robustness tables: alternative proxies, specifications, placebo/falsification, identification diagnostics.

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

Jae Tables Figures loads about 1k tokens when it runs. Until then it costs about 91 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
~91
When it runs · the whole SKILL.md, loaded when a task matches
~1k

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 (~1,017 tokens).

“Archival JAE papers carry a recognizable table sequence; build it deliberately:”

— opening of SKILL.md by franklee16
name
jae-tables-figures

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-tables-figures 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

Jae Tables Figures 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.

Jae Tables Figures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jae Tables Figures this skillfranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone
Revacc Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Fin Guru Quant AnalysisAojdevStudio/Finance-Guru322—~838Automated safety check: PassAGPL-3.0
Data Throughput Acceleratoraffaan-m/ECC277k1 repos~707Automated safety check: PassMIT
Trader Trainruvnet/ruflo74k—~398Automated safety check: NotesMIT
Navan Performance Tuningjeremylongshore/tons-of-skills-marketplace2.8k—~924Automated safety check: PassMIT

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Questions about Jae Tables Figures

What does Jae Tables Figures do?

A skill your agent uses when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and…. Jae Tables Figures is an agent skill from franklee16/academic-research-skills. Use when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and correlations, regression tables with clustered standard errors, and event-study/DiD figures — in Elsevier house style so each exhibit is self-contained and reproducible.

When should I use Jae Tables Figures?

Jae Tables Figures fits situations like: building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix; sample-construction table; descriptive statistics and correlations; regression tables with clustered standard errors.

How do I install Jae Tables Figures in Claude Code?

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

How do I install Jae Tables Figures in Codex?

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

Can I use Jae Tables Figures 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 jae-tables-figures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jae-tables-figures, .gemini/skills/jae-tables-figures, .github/skills/jae-tables-figures and .opencode/skills/jae-tables-figures in your project.

What does Jae Tables Figures need to run?

SKILL.md names no scripts, command-line tools or credentials: Jae Tables Figures is instructions for the agent only.

Does Jae Tables Figures 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 Jae Tables Figures 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 Jae Tables Figures use?

No licence was found for Jae Tables Figures or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Jae Tables Figures use?

About 1k tokens (SKILL.md is roughly 4.1k 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 Jae Tables Figures?

Skills that share tags, products or a category with Jae Tables Figures: Revacc Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Fin Guru Quant Analysis (AojdevStudio/Finance-Guru, 322 stars), Data Throughput Accelerator (affaan-m/ECC, 277k stars) and Trader Train (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jae Tables Figures?

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.