A skill your agent uses when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and…

MITAuto-check passedData & Analytics

Install Jais Tables Figures

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .claude/skills/jais-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
jais-tables-figures
GitHub stars
1.2k
Token cost
~2.2k tokens
SKILL.md length
1,087 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and…

  • Building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables
  • SKILL.md covers When to trigger, The JAIS-specific constraint:…, The theory figure earns its… and Make each exhibit answer one…, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • The required SEM correlation/covariance matrix

What it does

Jais Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and theory diagrams — so the body remains a self-contained, APA-styled document. Makes exhibits answer the question; it does not write surrounding prose (jais-writing-style) or run the analysis (jais-data-analysis).

Its SKILL.md is about 2.2k 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 Brand voice and tone, Diagrams and Data analysis. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables
  • The required SEM correlation/covariance matrix
  • Theory diagrams — so the body remains a self-contained
  • APA-styled document

Example prompts

  • “/jais-tables-figures”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

Jais Tables Figures loads about 2.2k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 1,087 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
~2.2k

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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 1,087 words, ~2,226 tokens.

Download SKILL.mdSave it as .claude/skills/jais-tables-figures/SKILL.md (or your agent's skills folder).
name
jais-tables-figures
description
Use when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and theory diagrams — so the body remains a self-contained, APA-styled document. Makes exhibits answer the question; it does not write surrounding prose (jais-writing-style) or run the analysis (jais-data-analysis).

Tables & Figures (jais-tables-figures)

When to trigger

  • Exhibits are cluttered, off APA style, or do not answer the question a reader brings to them
  • You are relying on multimedia, links, or external files to carry evidence the body should hold
  • Your SEM paper has no correlation/covariance matrix exhibit yet
  • A theory/framework paper has no diagram, or a diagram that does not match the prose
  • A reviewer says a table "buries the result" or a figure "is unreadable in print"

The JAIS-specific constraint: the body must stand alone

JAIS instructs that the article body may include "text, tables, and figures only" and that "the body should function as a standalone document"; complex materials go in separate files, and links and multimedia belong in appendices (检索于 2026-06;以官网为准). This is a real design constraint: every claim a reviewer needs to evaluate must be readable inside the body, on paper, without clicking out. Design exhibits that work in static, printed form.

The theory figure earns its place at JAIS

Because JAIS foregrounds theory, the framework or research-model figure is often the most-read exhibit in the paper — sometimes more than the results table. Make it carry real meaning: show the constructs, the directional relationships, the moderators/mediators, and the boundary, and ensure it matches the propositions in the text exactly. A diagram that adds a path the prose never theorizes, or omits one the prose argues, reads as a drafting error and undermines the theoretical contribution. For Theory and Foundational papers especially, invest in a figure that a reader could reconstruct the argument from.

Make each exhibit answer one question

A JAIS exhibit should have a single job a reader can state in a sentence. A results table answers "what is the estimated relationship and how precise is it?"; a measurement table answers "are the constructs reliable and distinct?"; a theory figure answers "what is the mechanism?" Title and note each exhibit so it is self-contained — readable without hunting through the text.

Exhibit kit by tradition

TraditionCore exhibitsWatch for
Behavioral / SEMmeasurement model (loadings, AVE, CR), discriminant-validity table, structural path diagram with effect sizes, correlation/covariance matrix + descriptivesthe matrix is required in an appendix — do not omit it
Economics of ISmain estimates with clustered SEs, event-study/pre-trends plot, robustness tablereport magnitudes; avoid stars-only tables
Design sciencearchitecture/artifact figure, evaluation-vs-baseline table, ablation tabletie each row back to a design proposition
Theory / conceptualthe framework diagram, a propositions tablethe diagram and the prose must say the same thing
Qualitativedata-structure figure (codes → themes → dimensions), representative-quotation tableshow the path from data to constructs

Keep exhibits anonymized for double-blind review

Tables and figures are a common place double-blind anonymity leaks: a screenshot showing an institutional logo or URL, a dataset name that identifies the field site, a figure caption thanking a named funder, or file metadata carrying the author's name. Before submission, scrub every exhibit and its source file — mask identifying screenshots, neutralize site/dataset names, and strip embedded metadata. An exhibit that de-anonymizes the authors triggers the same administrative return as a self-identifying citation, regardless of how strong the evidence is.

Style and reporting norms

  • APA 6th edition governs table/figure formatting and notes (JAIS's required reference style) (检索于 2026-06;以官网为准).
  • Report effect sizes / magnitudes, not significance stars alone; precision (SEs, CIs) belongs in the exhibit.
  • Keep figures legible in grayscale print; do not rely on color or interactivity to convey meaning.
  • Number and reference every exhibit in the text; an exhibit the prose never points to is noise.

The required SEM matrix is an exhibit, not an afterthought

For SEM studies JAIS requires "a full correlation matrix or covariation matrix as a part of articles (appendix)," plus descriptives (检索于 2026-06;以官网为准). Treat this as a first-class exhibit you design now: label the constructs clearly, report means, standard deviations, and the inter-construct correlations (with reliabilities on the diagonal where conventional), and place it in the appendix the body points to. Reviewers and Senior Editors use it to re-check discriminant validity and to spot multicollinearity the path diagram hides; an SEM paper that omits it invites an administrative or first-round return.

Show full SKILL.md (405 more words)Show less

Mind the length budget through exhibits

Bloated exhibits push the manuscript toward the ~15,000-word extra-scrutiny zone and the 65-page hard ceiling. Consolidate redundant tables, move secondary robustness exhibits to an appendix file (while keeping the body self-contained for the main claims), and prefer one clear figure over three partial ones.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers (the usual source of body-vs-appendix drift). Full map: execution-with-mcp. JAIS spans empirical and design-science IS; apply the chain below to its causal / econometric papers and note when work is design-science or conceptual.

  • Tables: etable (multi-model columns) or did_summary_to_latex straight from the result_id.
  • Figures: plot_from_result / enhanced_event_study_plot / event_study_table — axis units and the SE/clustering note baked in.
  • Every note names the estimator + clustering and states the effect size in interpretable units.

See a full fitted-result → exhibit chain in the JF execution walkthrough.

Checklist

  • The body is self-contained: all main-claim evidence is in text/tables/figures, not behind links
  • Each exhibit answers one stated question and is readable standalone (title + note)
  • SEM paper includes the required correlation/covariance matrix + descriptives (appendix)
  • Theory figure and propositions table agree with the prose
  • Magnitudes/effect sizes reported with precision, not stars alone
  • APA 6th formatting; legible in grayscale; every exhibit referenced in text
  • Exhibits trimmed so the manuscript stays within the length budget

Worked vignette: the figure that breaks the standalone rule (illustrative)

A design-science team showcases its artifact with an interactive dashboard hosted on a personal site and a video walkthrough, and the results "figure" in the body is a screenshot pointing readers to the live demo for the real evidence. At JAIS this fails the standalone-body requirement: a reviewer reading the printed manuscript cannot evaluate the artifact's utility without clicking out, and the live link risks de-anonymizing the authors. The fix is to bring the load-bearing evidence into the body as static, grayscale-legible exhibits — an architecture figure, an evaluation-vs-baseline table tied to each design proposition, and an ablation table — while the interactive demo and video move to clearly labeled appendix files. The body must carry the argument on paper; the multimedia is supplementary, not primary.

Anti-patterns

  • Putting load-bearing evidence in a clickable link or multimedia file, breaking the standalone body.
  • Omitting the correlation/covariance matrix from an SEM submission.
  • A framework diagram that contradicts or outruns the prose.
  • Significance-stars tables with no effect sizes or confidence intervals.
  • Figures that only work in color, illegible once printed in grayscale.

Output format

text
【Journal】Journal of the Association for Information Systems (JAIS)
【Body standalone?】all main evidence in text/tables/figures: yes/fix
【Exhibit inventory】measurement / results / event-study / artifact / framework / data-structure
【SEM matrix】correlation/covariance + descriptives present: yes/fix
【Reporting】effect sizes + precision (not stars only): yes/fix
【Style】APA 6th; grayscale-legible; all referenced: pass/fix
【Length impact】within ~15k words / 65pp: yes/trim
【Next skill】jais-writing-style

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jais 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.

Jais Tables Figures compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jais Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.2kAutomated safety check: PassMIT
Isr Tables Figuresfranklee16/academic-research-skills2231 repos~877Automated safety check: PassNone
Jm Contribution Framingfranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone
Mksc Tables Figuresfranklee16/academic-research-skills2231 repos~863Automated safety check: PassNone
Pom Contribution Framingfranklee16/academic-research-skills2231 repos~841Automated safety check: PassNone
Upset Plot Converteraipoch/medical-research-skills1.9k—~2kAutomated safety check: PassMIT

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Questions about Jais Tables Figures

What does Jais Tables Figures do?

A skill your agent uses when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and…. Jais Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables, figures, the required SEM correlation/covariance matrix, and theory diagrams — so the body remains a self-contained, APA-styled document.

When should I use Jais Tables Figures?

Jais Tables Figures fits situations like: building the exhibits of a Journal of the Association for Information Systems (JAIS) manuscript — tables; the required SEM correlation/covariance matrix; theory diagrams — so the body remains a self-contained; APA-styled document.

How do I install Jais Tables Figures in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jais-tables-figures in your project. Claude Code loads it when a task matches its description.

How do I install Jais Tables Figures in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a codex`. Or copy the skill folder (Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jais-tables-figures in your project. Codex loads it when a task matches its description.

Can I use Jais 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 brycewang-stanford/Awesome-Journal-Skills --skill jais-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/jais-tables-figures, .gemini/skills/jais-tables-figures, .github/skills/jais-tables-figures and .opencode/skills/jais-tables-figures in your project.

What does Jais Tables Figures need to run?

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

Does Jais 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 Jais 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 Jais Tables Figures use?

Jais Tables Figures is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Jais Tables Figures use?

About 2.2k tokens (SKILL.md is roughly 8.9k 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 Jais Tables Figures?

Skills that share tags, products or a category with Jais Tables Figures: Isr Tables Figures (franklee16/academic-research-skills, 223 stars), Jm Contribution Framing (franklee16/academic-research-skills, 223 stars), Mksc Tables Figures (franklee16/academic-research-skills, 223 stars) and Pom Contribution Framing (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jais Tables Figures?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.