Content
57%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-structured, code-rich skill body with excellent progressive disclosure and mostly executable examples. It is held back by some redundancy, an install-command typo, undefined-name use in the first example, and the absence of validation checkpoints in its workflows.
Suggestions
Fix the duplicated install token 'uv uv pip install' to 'uv pip install' and import 'pi' (or use math.pi) in the first parameter example so the opening code is executable as written.
Remove the 'Quick Reference' section or de-duplicate it, since it restates imports and snippets already shown inline in Core Capabilities and Common Use Cases.
Add an explicit validation/check output step to the running-simulations workflow (e.g., confirm sim.output exists and check spatial_means for NaNs) and finish the Taylor-Green example with a concrete energy-decay comparison rather than a stub comment.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Content is code-driven and free of concept padding, but the 'Quick Reference' section restates inline snippets already shown, solver imports are duplicated, and the Common Use Cases partly restate Core Capabilities — efficient yet with tightening needed, matching the level-2 anchor rather than the lean level-3 anchor. | 2 / 3 |
Actionability | Most guidance is concrete and copy-paste-ready, but the install command 'uv uv pip install fluidsim' is a duplicated-token error and the first parameter example uses 'pi' before it is imported; this incomplete detail keeps it at level-2 rather than fully executable level-3. | 2 / 3 |
Workflow Clarity | A clear five-step sequence exists for running simulations, but there are no explicit validation checkpoints or feedback loops, and the Taylor-Green example ends with a stubbed 'Compare with analytical solution'; the sequence is present but checkpoints are implicit, matching level-2. | 2 / 3 |
Progressive Disclosure | SKILL.md is a clear overview pointing to six well-signaled, one-level-deep reference files, all of which exist and contain no nested references, matching the level-3 anchor of easy navigation and appropriately split content. | 3 / 3 |
Total | 9 / 12 Passed |