Agent skill

Jar Tables Figures

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation…

No licenceAuto-check passedBusiness, Finance & HR

Install Jar Tables Figures

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jar-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-Research-Skills/skills/jar-tables-figures .claude/skills/jar-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
jar-tables-figures
GitHub stars
223
Used in
1 other repo
Token cost
~1.1k tokens
SKILL.md length
430 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation…

  • Works in 5 steps: Sample construction table — from the raw… → Descriptive statistics — N, mean, SD,… → Correlation matrix — Pearson (and often… → …
  • Finalizing the descriptive
  • SKILL.md covers When to trigger, The standard JAR exhibit set, House-style discipline and Figures that earn their place, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jar Tables Figures is an agent skill from franklee16/academic-research-skills. Use when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation matrix, main regression tables, and identification plots that an empirical-archival accounting paper lives or dies on. Builds the exhibits; it does not run the estimation (jar-data-analysis) or polish prose (jar-writing-style).

Its SKILL.md is about 1.1k 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 Data analysis, Accounting and bookkeeping and Brand voice and tone. 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

  • Finalizing the descriptive
  • Identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table
  • Correlation matrix
  • Main regression tables

Example prompts

  • “/jar-tables-figures”

Workflow steps

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

  1. Sample construction table — from the raw population to the final N, line by line, with each screen and the observations lost. Referees…
  2. Descriptive statistics — N, mean, SD, and key percentiles for every variable; state winsorization (e.g., 1/99%).
  3. Correlation matrix — Pearson (and often Spearman) among the main variables; flag significance.
  4. Main results — the central regression(s): coefficients with t-/z-stats or standard errors beneath, the SE clustering stated in the note…
  5. Identification & robustness — first-stage (IV), DiD dynamics, RD estimates, falsification/placebo, alternative measures, and…

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

Jar Tables Figures loads about 1.1k tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 430 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~105
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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 430 words (~1,088 tokens).

“An empirical-archival JAR paper is read through its tables. Build, in order:”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-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

Jar 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.

Jar Tables Figures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jar Tables Figures this skillfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Revacc Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Aos Methodsbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Aos Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Revacc Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.6kAutomated safety check: PassMIT
Revacc Rebuttalbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT

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Questions about Jar Tables Figures

What does Jar Tables Figures do?

A skill your agent uses when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation…. Jar Tables Figures is an agent skill from franklee16/academic-research-skills. Use when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation matrix, main regression tables, and identification plots that an empirical-archival accounting paper lives or dies on.

When should I use Jar Tables Figures?

Jar Tables Figures fits situations like: finalizing the descriptive; identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table; correlation matrix; main regression tables.

How do I install Jar Tables Figures in Claude Code?

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

How do I install Jar Tables Figures in Codex?

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

Can I use Jar 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 jar-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/jar-tables-figures, .gemini/skills/jar-tables-figures, .github/skills/jar-tables-figures and .opencode/skills/jar-tables-figures in your project.

What does Jar Tables Figures need to run?

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

Does Jar 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 Jar 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 Jar Tables Figures use?

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

How many tokens does Jar Tables Figures use?

About 1.1k tokens (SKILL.md is roughly 4.4k 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 Jar Tables Figures?

Skills that share tags, products or a category with Jar Tables Figures: Revacc Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aos Methods (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aos Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Revacc 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 Jar 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.