Content
86%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a tight, well-structured statistical-reporting reference that adds genuinely non-obvious detail (exact APA formats, effect-size conventions, common pitfalls) without padding. Its main limitation is that it is a lookup reference rather than a runnable worked workflow.
Suggestions
Add one short worked example (a tiny dataset → chosen test → full APA-reported sentence) to move actionability from concrete templates toward copy-paste-ready output.
Consider an explicit 3-4 step selection workflow (e.g., '1. Check assumptions, 2. Pick test from table, 3. Run, 4. Report with effect size') to give workflow_clarity a clearer sequence.
Optionally split the per-test APA format strings into a short references table if the skill grows, keeping the main body as an overview.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is a lean reference with no padding — it never explains what a t-test or ANOVA is, and every line states a test, threshold, or format that Claude would not reliably reproduce from memory, matching the 'lean and efficient; every token earns its place' anchor; it is clearly above the 'minor over-explanation' (4) anchor. | 5 / 5 |
Actionability | Provides concrete, copy-ready guidance — exact APA templates ('t(df) = X.XX, p = .XXX, d = X.XX') and specific thresholds (VIF < 5, Cohen's d 0.2/0.5/0.8) — but stops at lookup tables rather than giving a runnable worked example or sample analysis call, fitting 'mostly executable guidance; minor gaps' and falling short of the fully copy-paste-ready (5) anchor. | 4 / 5 |
Workflow Clarity | The content is organized into a coherent decision framework (test selection list, then assumptions, then reporting format, then effect sizes, then pitfalls) but presents static reference rather than an explicit step sequence; since this is not a destructive or batch operation the 3-cap does not apply, and the clear organization places it above 'sequence present but checkpoints missing' (3) yet below the explicit validate-retry (5) anchor. | 4 / 5 |
Progressive Disclosure | The body is under 50 lines, self-contained with no external references, and divided into well-labeled sections (Test Selection, Assumption Checking, APA Reporting, Effect Sizes, Common Mistakes); per the simple-skill exception, this warrants the top anchor without separate reference files. | 5 / 5 |
Total | 18 / 20 Passed |