Content
100%Weight 40%Scale 1-3Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The content is a concise, well-organized reference that provides concrete and actionable guidance for image classification without unnecessary padding or redundant explanations. It is appropriately self-contained for a skill of this scope.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean bullet-point guidance with specific numeric values and no padding or explanation of concepts Claude already knows (e.g., what a CNN or ViT is), matching anchor 3 for token efficiency. | 3 / 3 |
Actionability | It gives concrete, specific guidance — architectures per scale tier and exact ranges for optimizer/lr, weight decay, augmentation, warmup, and batch size. As an instruction-only skill with actionable guidance, absence of executable code is not penalized per the rubric scoring notes; it matches anchor 3. | 3 / 3 |
Workflow Clarity | This is a single-purpose reference skill under 50 lines with no destructive or batch operations requiring validation checkpoints; the content is clear and well-organized into sections, so it scores 3 under the simple-skills scoring note. | 3 / 3 |
Progressive Disclosure | The skill is self-contained, under 50 lines, and organized into well-signaled sections (Architecture selection, Training recipe, Standard benchmarks) with no need for external references — verified that no references/, scripts/, or assets/ bundle files exist — matching anchor 3 for a simple skill. | 3 / 3 |
Total | 12 / 12 Passed |