Isr Tables Figures
franklee16/academic-research-skills
A skill your agent uses when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures…
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…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figures --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .claude/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figuresType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figures --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .agents/skills/jais-tables-figures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .agents/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figures --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .cursor/skills/jais-tables-figures && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .cursor/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figures --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .gemini/skills/jais-tables-figures && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .gemini/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figuresInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .github/skills/jais-tables-figures && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .github/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jais-tables-figures -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jais-tables-figures --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures .opencode/skills/jais-tables-figures && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jais-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-the-Association-for-Information-Systems-Skills/skills/jais-tables-figures into .opencode/skills/jais-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jais-tables-figures", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
jais-tables-figuresA 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. 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.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
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.
.claude/skills/jais-tables-figures/SKILL.md (or your agent's skills folder).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.
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.
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.
| Tradition | Core exhibits | Watch for |
|---|---|---|
| Behavioral / SEM | measurement model (loadings, AVE, CR), discriminant-validity table, structural path diagram with effect sizes, correlation/covariance matrix + descriptives | the matrix is required in an appendix — do not omit it |
| Economics of IS | main estimates with clustered SEs, event-study/pre-trends plot, robustness table | report magnitudes; avoid stars-only tables |
| Design science | architecture/artifact figure, evaluation-vs-baseline table, ablation table | tie each row back to a design proposition |
| Theory / conceptual | the framework diagram, a propositions table | the diagram and the prose must say the same thing |
| Qualitative | data-structure figure (codes → themes → dimensions), representative-quotation table | show the path from data to constructs |
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.
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.
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.
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.
etable (multi-model columns) or did_summary_to_latex straight from the
result_id.plot_from_result / enhanced_event_study_plot / event_study_table —
axis units and the SE/clustering note baked in.See a full fitted-result → exhibit chain in the JF execution walkthrough.
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.
【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
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
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jais Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Isr Tables Figuresfranklee16/academic-research-skills | 223 | 1 repos | ~877 | Automated safety check: Pass | None | |
| Jm Contribution Framingfranklee16/academic-research-skills | 223 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Mksc Tables Figuresfranklee16/academic-research-skills | 223 | 1 repos | ~863 | Automated safety check: Pass | None | |
| Pom Contribution Framingfranklee16/academic-research-skills | 223 | 1 repos | ~841 | Automated safety check: Pass | None | |
| Upset Plot Converteraipoch/medical-research-skills | 1.9k | — | ~2k | Automated safety check: Pass | MIT |
franklee16/academic-research-skills
A skill your agent uses when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures…
franklee16/academic-research-skills
A skill your agent uses when stating the contribution of a Journal of Marketing (JM) manuscript — making the substantive insight explicit and discharging JM's dual mandate of managerial, policy, and…
franklee16/academic-research-skills
A skill your agent uses when building the exhibits for a Marketing Science manuscript — estimate tables, model-fit tables, comparative-statics figures, and counterfactual/policy-simulation exhibits…
franklee16/academic-research-skills
A skill your agent uses when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance…
aipoch/medical-research-skills
Convert complex Venn diagrams with more than 4 sets to clearer Upset.
franklee16/academic-research-skills
A skill your agent uses when building the tables and figures for a Journal of Marketing (JM) manuscript — exact-statistic result tables, interaction/mechanism plots, and managerial-takeaway exhibits…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
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.
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.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Jais Tables Figures is instructions for the agent only.
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.
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.
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.
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.
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.
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.