Agent skill

joap-tables-figures

Use when building tables and figures for a Journal of Applied Psychology (JAP) manuscript in APA 7th-edition style — correlation/descriptives tables, CFA/SEM path diagrams, multilevel (HLM) result tables, and meta-analytic forest/funnel plots. Exhibits must carry effect sizes, CIs, and reliabilities and be self-contained. Designs exhibits; it does not run the analysis.

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-tables-figures --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 7 KB
Bundled scripts: none
Path: Journal-of-Applied-Psychology-Skills/skills/joap-tables-figures/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 984 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Tables & Figures (joap-tables-figures) In JAP, exhibits do a lot of the evidentiary work: the **means-SD-correlation-reliability table**, the **path/CFA diagram**, the **multilevel result table**, and (for syntheses) the **forest/funnel plot**. They follow **APA 7th-edition** conventions and must be **self-contained** and consistent with the reported analysis. Good exhibits show **effect sizes, confidence intervals, and reliabilities**, not just stars. ## When to trigger - Designing the descriptives/correlation table or the main results exhibit - Drawing a CFA/SEM path diagram or a multilevel result table - Building a meta-analytic forest/funnel plot - A reviewer found an exhibit unclear, non-APA, or inconsistent with the text ## Principles 1. **The Table 1 standard.** The first table is almost always means, SDs, and the full correlation matrix with **reliabilities on the diagonal** and level-of-analysis noted. Reviewers scan it for construct distinctness, multicollinearity, and red flags before reading the model. 2. **Show estimates with uncertainty.** Path tables and figures report standardized/unstandardized coefficients **with confidence intervals** (and fit indices for SEM);

What's inside
Steps it walks through
  1. When to trigger
  2. Principles
  3. Worked micro-example — the core exhibits (illustrative)
  4. Exhibit triage — article vs. supplemental materials
  5. Exhibit-stage reviewer pushback and the venue fix
  6. Exhibit calibration anchors
  7. Execution bridge (StatsPAI / Stata MCP)
  8. Anti-patterns
  9. Output format
  10. Supplementary resources
More from Awesome-Journal-Skills
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About this skill
What does the joap-tables-figures skill do?

Use when building tables and figures for a Journal of Applied Psychology (JAP) manuscript in APA 7th-edition style — correlation/descriptives tables, CFA/SEM path diagrams, multilevel (HLM) result tables, and meta-analytic forest/funnel plots. Exhibits must carry effect sizes, CIs, and reliabilities and be self-contained. Designs exhibits; it does not run the analysis.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joap-tables-figures --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 984 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going