devpsych-tables-figures — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited devpsych-tables-figures (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
In Developmental Psychology, the best exhibits show change. APA 7th-edition formatting is required, but the venue-specific move is to make the developmental claim visible: age or time on the x-axis, individual trajectories plus the model-implied mean curve, and uncertainty that a reader can see. A bar chart of age-group means that hides within-person change is a missed opportunity here.
spaghetti plots (individual trajectories) behind the model-implied mean curve, or growth curves by moderator group. Show the developmental pattern, not just endpoint means.
slope/interaction magnitude so the figure carries the claim, not just a p-value.
the bands represent make each exhibit intelligible alone.
(configural/metric/scalar fit, ΔCFI) reassures reviewers the change claim is sound.
safe and grayscale-legible.
For the three-wave effortful-control package, the primary figure must show the growth, not bars.
Figure 1. Effortful-control trajectories, ages 4-8, by maternal scaffolding.
Geometry: thin per-child spaghetti lines + bold model-implied mean curves
for high vs. low scaffolding; 95% CI bands on the mean curves.
Axes: x = child age in years (4-8); y = effortful-control score.
Annotation: latent slope b = 0.42/yr [0.31, 0.53]; scaffolding × time
b = 0.18 [0.07, 0.29].
Note: Ns per wave, attrition count, what the bands are (95% CIs),
and that growth is interpreted under scalar invariance.
Source: rendered by the deposited R (lavaan/ggplot) script so values match.| Exhibit | Home | Reason |
|---|---|---|
| Main trajectory / growth figure with CIs | main text | this is the contribution |
| Measurement-invariance summary table | main text (compact) | underwrites the change claim |
| Full SEM path table / fit indices | supplement or appendix | secondary to the headline estimate |
| Attrition / completers-vs-dropouts table | supplement | credibility detail, not the headline |
| Robustness / alternative-model grid | supplement | summarized in one main-text sentence |
the slope.
alone and to show change over age, not a pair of group means.
average, especially when heterogeneity in change is theoretically interesting.
the ages you compare, pre-empting the most common developmental objection.
【Main exhibit】what it shows + why a figure/table
【Shows change over age + uncertainty?】(trajectory/growth + CIs) [Y/N]
【Invariance table present?】[Y/N/NA]
【APA 7th + self-contained?】[Y/N]
【Article vs supplement】split decided
【Reproducible + accessible?】matches script, grayscale/colorblind-safe? [Y/N]
【Next】devpsych-writing-style../../resources/external_tools.md — ggplot2, tidySEM, papaja for APA exhibits, trajectory-plot tooling../../resources/official-source-map.md — APA 7th style and exhibit requirements~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.