Content
58%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 thorough, well-organized skill with concrete tools and useful gotchas, but it over-explains known concepts, lacks explicit validation checkpoints in its batch workflow, and inlines catalog/schema content that belongs in reference files.
Suggestions
Add an explicit validation step to the workflow (e.g., verify returned p-values against the threshold and reconcile client/server filtering) with a fix-and-retry loop, since trait discovery aggregates many associations.
Trim background explanations Claude already knows (genome-wide significance rationale, definitions of positional vs fine-mapping) and move the 11-tool GWAS Catalog list plus the output schema into a bundled reference file.
Replace the discover_gwas_genes() pseudocode in Best Practices with actual executable tool calls so all example code is runnable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient with concrete tool lists and code, but contains background concept explanations Claude already knows (e.g., genome-wide significance rationale, what fine-mapping/positional mapping are) and verbose example-output blocks that pad the token budget. | 3 / 5 |
Actionability | Provides concrete, mostly executable tool calls and Python snippets (e.g., gwas_search_associations, requests/pandas bulk download), with specific parameter guidance; minor gaps such as the discover_gwas_genes() pseudocode examples not being defined as a real callable. | 4 / 5 |
Workflow Clarity | A numbered workflow is present and confidence-level gating is defined, but it operates over a batch/aggregation of associations without explicit validation checkpoints or feedback loops for verifying results; the cap for batch operations without validation applies. | 3 / 5 |
Progressive Disclosure | Reasonably sectioned and references one external skill (tooluniverse-data-wrangling), but it inlines a large tool catalog and output schema that would better live in separate reference files, and no bundle files are present to offload them. | 3 / 5 |
Total | 13 / 20 Passed |