Content
82%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.
A well-organized, actionable skill body with excellent executable tooling examples and a clear analytical workflow. Main gaps are minor redundancy with the description and lightly signaled reference navigation.
Suggestions
Consolidate the opening tagline and "When To Use" list with the frontmatter description to avoid restating triggers; lead the body with the workflow instead.
Promote the "See:" reference lines into a dedicated "References" section (or place them under each relevant heading) so the deeper materials are clearly discoverable rather than buried under Dashboard Design Principles.
Add an explicit verification step to the cohort/retention workflow (e.g., sanity-check cohort sizes and confirm the retained-behavior definition before interpreting curves) to give the analysis sequence a concrete checkpoint.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly lean with dense bullet lists and tables and no padding of concepts Claude already knows, but the opening line and "When To Use" section partially restate the frontmatter description and could be trimmed. | 4 / 5 |
Actionability | Fully executable, copy-paste-ready CLI examples (retention/cohort/funnel with text and JSON output) plus exact CSV input formats cover the common cases, and the instructional guidance is concrete (e.g., "Executive layer: 5-7 metrics"). | 5 / 5 |
Workflow Clarity | A clear, well-ordered 5-step workflow plus a separate 5-step cohort method; no explicit validation checkpoints, but the task is read-only analysis so the destructive/batch cap does not apply and the sequence stands on its own. | 4 / 5 |
Progressive Disclosure | Good structure with real, one-level-deep references (metrics-frameworks.md, dashboard-templates.md) and a provided tooling script, but the references are signaled only in a two-line "See:" block placed mid-document rather than a dedicated navigation section. | 4 / 5 |
Total | 17 / 20 Passed |