Content
67%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-structured, largely actionable skill body with executable Quick Start and concrete API-level guidance throughout. The main weakness is redundancy between the Core Capabilities pointers and the trailing Resources section, which inflates token usage without adding navigational value.
Suggestions
Remove or condense the per-file content bullet lists in the Resources section; the Core Capabilities section already signals each reference with a link and one-line description, so the duplicated blurbs are pure padding.
Tighten the Common Use Cases bullets to concrete action/parameter pairs (e.g. 'RandomTiler with seed=42 across slides for balanced datasets') rather than descriptive suggestions.
Add an explicit feedback loop to Quick Start (e.g. 'If locate_tiles() preview shows mostly background, raise tissue_percent or switch mask, then re-preview') to lift workflow clarity toward 5.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Quick Start and Best Practices are reasonably tight, but the closing Resources section (≈60 lines) re-describes each reference file's contents, duplicating the Core Capabilities pointers, and the Common Use Cases bullets add descriptive padding that could be trimmed. | 3 / 5 |
Actionability | Quick Start is copy-paste executable and Best Practices/Troubleshooting cite concrete APIs and parameters ('locate_tiles()', 'tissue_percent 70-90%', 'check_tissue=True', 'MacenkoStainNormalizer'), with only minor abstract bullets like 'Implement custom annotation-exclusion masks'. | 4 / 5 |
Workflow Clarity | Quick Start sequences load → configure → preview → extract with an explicit locate_tiles() preview checkpoint reinforced in Best Practices; the batch-operation validation cap at 3 does not bind because preview/check_tissue validation is present, but no explicit error-recovery feedback loop pushes it to 5. | 4 / 5 |
Progressive Disclosure | Seven real reference files are clearly signaled one level deep via markdown links in Core Capabilities with a usage-pattern note, but the duplicated per-file content blurbs in Resources are a minor organization gap keeping it from 5. | 4 / 5 |
Total | 15 / 20 Passed |