Content
86%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.
An excellent, highly actionable skill body: executable quick-start code, a sequenced workflow with validation and human sign-off, and textbook progressive disclosure to a single real reference file. Minor deductions for repeated transformation-rule content and an only-implied error-recovery loop.
Suggestions
State the recovery loop explicitly in the workflow (e.g., 'if residual_risk is non-zero, re-run deidentify with strict_no_leak or adjust the profile via configuring-privacy-policies, then re-audit') instead of only pointing at the related skills.
Consolidate the ages>89 / ZIP / date transformation rules into one place (the workflow step or the edge-cases section) and reference the other, removing the duplicated cautions to save tokens.
Trim the 'Pairs with' / sibling-skill detail repeated between the description and the body's 'Hand-off' section, keeping the deeper routing in the body only.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Dense and efficient overall with no basic-concept padding, but the ages>89 / ZIP / date transformation rules are stated substantively twice — in Workflow step 3 and again in 'Edge cases & gotchas' ('OpenMed will not cap automatically') — duplication that could be trimmed. | 4 / 5 |
Actionability | The Quick start is fully executable, copy-paste-ready Python with a worked example note, and the workflow uses concrete API calls ('openmed.deidentify(note, policy="hipaa_safe_harbor")', 'Run audit=True and read residual_risk') plus exact module paths. | 5 / 5 |
Workflow Clarity | A clear 5-step sequence with an explicit validation checkpoint ('Non-zero projected leakage → review') and mandatory human sign-off, but the recovery path on a failed review is only implied via pointers ('strict_no_leak', 'configuring-privacy-policies') rather than a stated fix-and-rerun loop. | 4 / 5 |
Progressive Disclosure | The 18-category mapping table is correctly split out to references/safe-harbor-identifiers.md (a real, verified file), signaled clearly ('Read it when you need the authoritative cross-walk') and one level deep, with a lean overview body that keeps only key cautions inline. | 5 / 5 |
Total | 18 / 20 Passed |