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.
The body is a strong, dense skill file: fully executable quick starts in two languages, a clear five-step workflow with a confirm-supported checkpoint, a concrete validator table, and genuinely useful gotchas (lang vs locale, te→en_IN fallback, date order). The only weaknesses are mild: a trimmable intro and standards section, verification relegated to edge cases instead of the workflow, and no use of reference files for the inline table.
Suggestions
Trim the opening paragraph and the 'Standards & references' section (or collapse the HIPAA URL to a bare link) — the code and sections already establish scope without the prose.
Promote verification into the workflow as an explicit step (e.g. '6. Verify residual risk with audit=True, especially for mixed-language notes') so the feedback loop is part of the sequence rather than a footnote.
Consider moving the national-ID validator table and standards links into a references/ file (e.g. references/national-ids.md) to keep SKILL.md a lean overview with one-level-deep references.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Quotes: the intro paragraph 'OpenMed de-identifies clinical text in many languages, each with a dedicated PII model, language-specific regex patterns...' and the '## Standards & references' section with a full HIPAA URL. The body is mostly lean (code, table, gotchas) but these passages are minor over-explanation that could be trimmed — anchor 4. Not 5: not every token earns its place; not 3: only isolated instances, no pervasive padding. | 4 / 5 |
Actionability | Quotes: 'result = openmed.deidentify(nota, lang="es", method="replace", locale="es_ES")' with expected output shown, the German variant 'result = openmed.deidentify(befund, lang="de", method="replace")', and the runtime discovery snippet querying SUPPORTED_LANGUAGES. Fully executable, copy-paste-ready code covering the common cases — anchor 5. | 5 / 5 |
Workflow Clarity | Quotes: '1. **Confirm the language is supported** by checking SUPPORTED_LANGUAGES' through '5. **Keep surrogates stable** across a document with consistent=True, seed=...'. The five-step sequence is clear with a front-loaded checkpoint, but the verification step ('verify residual risk with audit=True') appears only under 'Edge cases & gotchas' rather than as an explicit workflow step — anchor 4: most checkpoints present with a minor gap. Not 5: no explicit validate/verify step in the workflow itself; not 3: checkpoints are present and the sequence is unambiguous. | 4 / 5 |
Progressive Disclosure | The body has well-organized sections ('When to use this skill', 'Quick start', 'Workflow', 'Language-specific national IDs', 'Hand-off to / from OpenMed', 'Edge cases & gotchas', 'Standards & references') with no nested references and a clear hand-off map to sibling skills. However, the ~130-line file inlines the validator table and standards links that could sit in a reference file, so the <50-line exception for a top score does not apply — anchor 4: good structure, minor organization gaps. Not 5: it is not the lean overview-plus-one-level-references pattern. | 4 / 5 |
Total | 17 / 20 Passed |