Agent skill

Demog Tables Figures

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained, accessible, and within the journal's limits…

No licenceAuto-check passed

Install Demog Tables Figures

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills demog-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/Demography-Skills/skills/demog-tables-figures .claude/skills/demog-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
demog-tables-figures
GitHub stars
223
Used in
1 other repo
Token cost
~966 tokens
SKILL.md length
376 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 tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained, accessible, and within the journal's limits…

  • Works in 6 steps: Self-contained. A reader should… → Use the right demographic graphic for… → Show uncertainty. Confidence bands on… → …
  • Building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained
  • SKILL.md covers When to trigger, Principles, Distinctive demographic exhibits and Anti-patterns, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Demog Tables Figures is an agent skill from franklee16/academic-research-skills. Use when building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained, accessible, and within the journal's limits (Research Articles up to ~8 tables and figures; Research Notes up to 4). Covers distinctive demographic graphics — population pyramids, Lexis surfaces, survival curves, age schedules. Designs exhibits; it does not run the analysis.

Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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 tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained
  • Within the journals limits (Research Articles up to ~8 tables and figures
  • Research Notes up to 4)

Example prompts

  • “/demog-tables-figures”

Workflow steps

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

  1. Self-contained. A reader should understand each exhibit from its title, axis/column labels, and
  2. Use the right demographic graphic for the quantity. Don't default to a bar chart when the data
  3. Show uncertainty. Confidence bands on rates, life-expectancy contributions, hazard/survival
  4. Accessible. Colorblind-safe palettes; legible in grayscale; no chartjunk, no 3D. Reviewers and
  5. Main text vs. appendix. Keep the few exhibits that carry the argument in the article; move full
  6. Reproducible. Each exhibit is generated by the master script; numbers match the deposited

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

Demog Tables Figures loads about 966 tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 376 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~106
When it runs · the whole SKILL.md, loaded when a task matches
~966

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 376 words (~966 tokens).

“Exhibits are where an expert demographer checks whether the result is real — and where demographic data communicates best. Demography also limits exhibit counts: Research Articles allow roughly 8 tables and figures, Research Notes 4 (confirm current limits on the…”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Demography-Skills/skills/demog-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

Demog 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.

Demog Tables Figures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Demog Tables Figures this skillfranklee16/academic-research-skills2231 repos~966Automated safety check: PassNone
Tables And Figuresbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.7kAutomated safety check: PassCustom licence
Aer Tables Figuresbrycewang-stanford/Auto-Empirical-Research-Skills4.6k1 repos~2kAutomated safety check: PassCustom licence
Figure Table Auditbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.5kAutomated safety check: PassCustom licence
Figurevectorize-io/hindsight48k—~1.9kAutomated safety check: PassMIT
Arpsych Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT

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Questions about Demog Tables Figures

What does Demog Tables Figures do?

A skill your agent uses when building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained, accessible, and within the journal's limits…. Demog Tables Figures is an agent skill from franklee16/academic-research-skills. Use when building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained, accessible, and within the journal's limits (Research Articles up to ~8 tables and figures; Research Notes up to 4).

When should I use Demog Tables Figures?

Demog Tables Figures fits situations like: building tables and figures for a Demography (PAA / Duke University Press) manuscript so exhibits are self-contained; within the journals limits (Research Articles up to ~8 tables and figures; research Notes up to 4).

How do I install Demog Tables Figures in Claude Code?

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

How do I install Demog Tables Figures in Codex?

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

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

What does Demog Tables Figures need to run?

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

Does Demog 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 Demog 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 Demog Tables Figures use?

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

How many tokens does Demog Tables Figures use?

About 966 tokens (SKILL.md is roughly 3.9k 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 Demog Tables Figures?

Skills that share tags, products or a category with Demog Tables Figures: Tables And Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Aer Tables Figures (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Figure Table Audit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Figure (vectorize-io/hindsight, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Demog 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.