Content
50%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.
The body is well-structured and covers a clear multi-step analysis workflow, but it suffers from cross-section redundancy, pseudocode rather than executable implementation, missing validation feedback loops, and a broken reference to a non-existent script.
Suggestions
De-duplicate the algorithm/risk-model content: describe each model once and reference it, rather than restating CUSUM/Z-score/Framingham/ADA/ASCVD in three separate sections.
Add explicit validation checkpoints to the workflow (e.g., verify each data file loaded before analysis, confirm AI is enabled before proceeding) with a fix-and-retry loop.
Resolve the broken reference to scripts/generate_ai_report.py by either providing the script in a scripts/ bundle or replacing it with inline executable report-generation guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly information-dense, but the risk models and algorithm names (CUSUM, Z-score, Framingham, ADA, ASCVD) are restated across the core-features, execution-steps, and algorithm sections, and the long ✅ trigger list could be condensed. | 3 / 5 |
Actionability | Concrete file paths and a step sequence are provided, but the code blocks use non-standard pseudocode (readFile) and the core analysis algorithms are named rather than implemented; the referenced report script does not exist. | 3 / 5 |
Workflow Clarity | A clear numbered 9-step sequence exists with a validation check in step 1, but the batch reading of multiple data files has no further verification or feedback loops, which caps workflow clarity at 3. | 3 / 5 |
Progressive Disclosure | Section headers give reasonable structure, but the 232-line body is monolithic with no working bundle references, and the one referenced path (scripts/generate_ai_report.py) is a broken reference since no scripts/ directory exists. | 3 / 5 |
Total | 12 / 20 Passed |