Content
82%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, executable epidemiology workflow with strong code examples and a useful completeness checklist. The main improvement areas are making error-recovery feedback loops explicit and splitting some catalog/template material into reference files.
Suggestions
Add explicit validate→fix→retry loops for fragile steps (e.g., model convergence failures in regression, empty API pagination) so error recovery is spelled out rather than implied.
Extract the Step 7 ToolUniverse tool catalog and the Step 9 report template into a separate references file (e.g., references/report-template.md) to slim SKILL.md and improve progressive disclosure.
Trim editorial asides and consolidate the repeated find_tools("...") placeholder calls into a single parametrized example to improve conciseness.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Largely efficient and code-first with little conceptual padding, but a few editorial asides ('This is where ToolUniverse adds value beyond any statistics package') and repeated placeholder find_tools calls could be trimmed. | 4 / 5 |
Actionability | Fully executable, copy-paste-ready Python across every step with concrete function definitions and variable names; placeholders (url1, threshold) are explicitly justified as adapt-to-your-data flexibility. | 5 / 5 |
Workflow Clarity | A clear 9-step sequence with a completeness checklist and validation touches (power analysis, VIF, pagination guard, missing-data decision rules), though explicit validate→fix→retry feedback loops are mostly implicit rather than spelled out. | 4 / 5 |
Progressive Disclosure | Well-organized single-file skill with clear section headers and no nested or broken references, but at ~262 lines material such as the ToolUniverse biological-interpretation tool catalog and report template could be split into reference files. | 4 / 5 |
Total | 17 / 20 Passed |