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 high-quality, immediately usable skill: executable code for both quick start and the harder per-patient-seed case, a clear workflow with validation, and a sharp gotcha section capturing real failure modes (zero offsets, global seeds, age-capping). The only improvements are trimming the redundant interval-math explanation and adding recovery guidance after the audit step.
Suggestions
Trim the 'How interval preservation works' section (keep the one-line rationale, drop the ASCII diagram) — the code comments and 'Admit -> antibiotics is still 2 days' line already convey it, saving tokens.
Add a feedback loop after the workflow's verification step, e.g. 'If audit=True flags a calendar leak or broken interval, check for a global seed or keep_year=True before re-running'.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean and dense with domain-specific knowledge (offset policy, seed derivation, edge cases), but the 'How interval preservation works' section and ASCII diagram restate what the code comments and one-line rationale already convey, and the intro overlaps the description. Anchor 4 (efficient, minor trimming possible) fits better than 5; better than 3 since nothing explains generic concepts Claude already knows. | 4 / 5 |
Actionability | Both code blocks are complete and executable — the quick start with parameter comments, and a full HMAC-based per-patient seed function — and the workflow steps cite concrete flags ('consistent=True', 'keep_year=False', 'audit=True'). Specific examples cover the common cases; no pseudocode. | 5 / 5 |
Workflow Clarity | The 5-step workflow is clearly sequenced with an explicit validation step ('Verify intervals are preserved and no calendar leaked via audit=True') and a well-chosen gotcha list, but no feedback loop for what to do when the audit fails — anchor 4 (most checkpoints, minor gaps) rather than 5, which requires fix-and-retry guidance. Well above 3 since validation is present, not just implied. | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the single-file structure is well-organized with clear headers and one-level hand-offs to named sibling skills and standards URLs. Slightly above a pure overview (~127 body lines with the seed-derivation code and edge-case detail inlined rather than split out), which keeps it at anchor 4 rather than 5. | 4 / 5 |
Total | 17 / 20 Passed |