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.
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.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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);
- When to trigger
- Principles
- Worked micro-example — the core exhibits (illustrative)
- Exhibit triage — article vs. supplemental materials
- Exhibit-stage reviewer pushback and the venue fix
- Exhibit calibration anchors
- Execution bridge (StatsPAI / Stata MCP)
- Anti-patterns
- Output format
- Supplementary resources
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.