jedpsych-tables-figures
Use when building tables and figures for a Journal of Educational Psychology manuscript. JEP uses APA 7th-edition style and expects exhibits that report multilevel/SEM model results, effect sizes with uncertainty, and growth trajectories clearly, and that are anonymized for masked review. Designs exhibits; it does not run the analysis.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-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 (jedpsych-tables-figures) In the Journal of Educational Psychology, exhibits must carry the quantitative argument for **nested, model-based** results: multilevel/SEM estimates, **effect sizes with confidence intervals**, mediation paths, and growth trajectories. They follow **APA 7th-edition** conventions and — because review is **masked** — must not reveal author identity (school names, project sites, identifying acknowledgments). A good JEP figure makes the learning effect, its uncertainty, and its mechanism legible at a glance. ## When to trigger - Designing the main results table/figure (model results, mediation, growth) - Deciding what goes in the article vs. online supplemental material - A reviewer found an exhibit unclear, non-APA, or identity-revealing - Visualizing trajectories, variance components, and uncertainty (not just means) ## Principles 1. **Show model results, effect sizes, and uncertainty.** Tables report estimates with standard errors and **confidence intervals**, variance components/ICC for multilevel models, and fit indices for SEM — not just stars. Figures display trajectories or effects with CIs, not bare bar-of-means. 2. **Self-containe
- When to trigger
- Principles
- Worked micro-example — the main results exhibits (illustrative)
- Exhibit triage — article vs. online supplemental material
- 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 jedpsych-tables-figures skill do?
Use when building tables and figures for a Journal of Educational Psychology manuscript. JEP uses APA 7th-edition style and expects exhibits that report multilevel/SEM model results, effect sizes with uncertainty, and growth trajectories clearly, and that are anonymized for masked review. Designs exhibits; it does not run the analysis.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-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 909 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.