Content
63%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 highly actionable body with executable, copy-paste-ready API examples and clearly sequenced workflows, but it is noticeably verbose — query patterns are duplicated across four sections and much endpoint/field detail duplicates the existing reference file. Consolidating duplicated examples and pushing endpoint documentation into references/api_reference.md would substantially improve token efficiency and structure.
Suggestions
Deduplicate the efoTraits associations query, which appears in 'REST API Access', 'Example 1', 'Workflow 1', and the 'Python Integration Example' — keep one canonical version and reference it elsewhere.
Move the 'Response Formats and Data Fields' section and per-endpoint examples into references/api_reference.md, keeping only one or two quick-start queries in SKILL.md.
Trim generic domain knowledge ('Be aware of winner's curse', 'Consider sample size when assessing evidence strength') that Claude already knows, retaining only GWAS Catalog-specific guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The same efoTraits associations query is repeated across section 3, Example 1, Workflow 1, and the Python Integration example, and the Resources section restates the reference file's contents. Generic statistics advice ('Consider sample size when assessing evidence strength', 'Be aware of winner's curse') explains concepts Claude already knows, matching the 'noticeably verbose' anchor rather than the 'mostly efficient' one. | 2 / 5 |
Actionability | All examples are fully executable Python with real base URLs, parameters, response parsing, pagination with a status-code check, and p-value thresholds — copy-paste ready and covering the common cases (variant, trait, gene, region, summary statistics). | 5 / 5 |
Workflow Clarity | The five workflows are clearly sequenced with numbered steps, and the pagination example includes an explicit status-code/empty-page checkpoint. However, validation in the workflows themselves is mostly implicit (e.g., 'Quality assessment' steps lack explicit verify checkpoints), so it does not reach the explicit feedback-loop anchor. | 4 / 5 |
Progressive Disclosure | references/api_reference.md is real, one level deep, and clearly signaled with a 'Consult this reference when' section, but the body inlines roughly 200 lines of endpoint documentation, response-field lists, and query examples that duplicate that file. Content that should live in the reference is inline, matching anchor 3 rather than the 'minor organization gaps' of anchor 4. | 3 / 5 |
Total | 14 / 20 Passed |