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.
A strong, code-dense skill body with fully executable examples and good error-recovery guidance in the troubleshooting table. Its main weaknesses are the absence of explicit validation checkpoints within the workflows and the monolithic structure that inlines content better suited to reference files.
Suggestions
Move the spectral-method and dispersion-analysis code into a references/ file (e.g., references/spectral.md) and keep only the 1D quick-start in SKILL.md, linking the rest one level deep.
Add an explicit pre-run validation step to each workflow, e.g., 'Check the CFL condition against the table above before launching; if c*dt/dx exceeds the limit, reduce CFL.'
Trim the Overview section, which restates the frontmatter description and adds little beyond the When to Use list.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is almost entirely payload: complete executable code, a compact CFL table, a source-type table, and a troubleshooting table, with no explanations of concepts Claude already knows. Only the Overview section lightly duplicates the frontmatter description. | 5 / 5 |
Actionability | All four workflows (1D FDTD, 2D FDTD, spectral, dispersion analysis) are complete, copy-paste-ready Python with imports, parameters, and plotting included, covering the common cases directly. | 5 / 5 |
Workflow Clarity | Each workflow is a self-contained, clearly presented recipe and the Troubleshooting table provides error-recovery guidance, but there are no explicit pre-run validation checkpoints (e.g., 'verify CFL before running') or verify-then-fix loops embedded in the workflows. | 4 / 5 |
Progressive Disclosure | The sections are well organized, but the skill is a ~245-line monolithic SKILL.md with no bundle files; material like the dispersion-analysis and spectral-method code would be better placed in one-level-deep reference files, and the under-50-line simple-skill exception does not apply. | 3 / 5 |
Total | 17 / 20 Passed |