Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, highly actionable skill body with concrete tool calls and a clear phase structure. Its main weaknesses are repetition and concept re-explanation that hurt conciseness, and missing inline validation/feedback checkpoints in the workflow.
Suggestions
Consolidate duplicated information — the species taxonomy IDs and response-format notes appear in both the phase sections and later reference tables — into a single location and link to it.
Trim the 'Domain Reasoning: Dataset Quality Assessment' paragraph, which explains DIA/DDA/TMT basics Claude already knows; keep only the tool-specific decision guidance.
Add explicit validation checkpoints inside the workflow (e.g., 'if search returns empty, apply the matching fallback row before proceeding') rather than deferring all error handling to a separate table.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and well-structured, but the body repeats information across sections (e.g., response-format notes and species IDs appear twice) and the 'Domain Reasoning' block explains DIA/DDA/TMT concepts Claude already knows, which could be tightened. | 2 / 3 |
Actionability | Provides concrete, copy-ready tool calls with exact parameters (e.g., `MassIVE_search_datasets(page_size=20, species="9606")`), explicit return shapes, and a parameter reference table, leaving no ambiguity about what to execute. | 3 / 3 |
Workflow Clarity | The four-phase workflow is clearly sequenced, but it lacks explicit validation/feedback checkpoints: search results are not verified for relevance, empty-result handling lives in a separate 'Fallback' table rather than inline checks, and there is no validate-then-retry loop despite batch dataset retrieval. | 2 / 3 |
Progressive Disclosure | No bundle files exist and the skill is a single self-contained SKILL.md; content is organized into well-labeled sections (phases, tool reference, fallbacks, taxonomy IDs) with clear navigation and no nested references, which scores 3 for a reference-free skill. | 3 / 3 |
Total | 10 / 12 Passed |