Content
46%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 action-rich with executable code across most plot types, but it is noticeably verbose with explanation Claude already knows, and its progressive disclosure is undercut by references and scripts that do not exist in the bundle. Workflows are topical rather than sequenced with checkpoints.
Suggestions
Create the referenced bundle files (references/plot_types.md, references/styling_guide.md, references/api_reference.md, references/common_issues.md, scripts/plot_template.py, scripts/style_configurator.py) or remove the dangling references so navigation is not broken.
Trim concept explanations Claude already knows (the object hierarchy, pyplot-vs-OO basics) and the 'Additional Resources'/'Integration' padding to raise conciseness.
Provide a sequenced 'create -> style -> save' workflow with explicit validation steps (e.g., verify the figure rendered, check for overlapping elements) to lift workflow clarity.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | At ~350 lines it explains concepts Claude already knows (the Figure/Axes/Artist/Axis hierarchy, the pyplot-vs-OO distinction, generic best-practice prose) and pads with 'Additional Resources' and 'Integration' sections, matching 'noticeably verbose; several unnecessary explanations or padded sections'; not a 1 because the code blocks themselves are useful. | 2 / 5 |
Actionability | It provides concrete, mostly copy-paste-ready code for plot types, subplots, styling, saving, and 3D plots, matching 'mostly executable guidance; concrete code with minor gaps'; only minor gaps (some examples reference undefined variables like x, y1) keep it from 5. | 4 / 5 |
Workflow Clarity | Content is organized by topic with numbered subsections rather than as a sequenced end-to-end workflow, and there are no explicit validation checkpoints; plotting is non-destructive so the 3-cap for missing validation does not apply, but the absence of a clear task sequence lands it at the 'steps listed but checkpoints implicit' level. | 3 / 5 |
Progressive Disclosure | The body signals one-level-deep references to references/*.md and scripts/*.py, but none of those bundle files actually exist in the skill directory, so the navigation is broken; per the rubric this is 'references present but not clearly signaled / buried' territory and warrants a low score. | 2 / 5 |
Total | 11 / 20 Passed |