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 strong, highly actionable body: executable FHIR terminology-server code, a clear extract→constrain→search→validate→emit workflow with a real validation step, and a sharp edge-cases section (negation, over-specification, edition drift, licensing). Weaknesses are minor: some repeated licensing emphasis and definitional text, and no feedback loop for empty or ambiguous search results.
Suggestions
State the licensing boundary once (the callout) and have the 'Never bundle SNOMED CT' edge-case bullet reference it in one line instead of restating the rationale, trimming the SCTID/ECL definitional sentences Claude can infer.
Add one feedback-loop step to the Workflow, e.g. 'If $expand returns no candidates, fall back to the parent hierarchy ECL (<<404684003) or the unmapped-code $translate path; if matches are ambiguous, prefer the shortest fully-entailed concept and record the runner-up.'
Move the per-label ECL routing table and edition/licensing details into a small references/ file (e.g. ecl-hierarchies.md) so SKILL.md stays a lean overview with clearly signaled one-level-deep references.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient — two tight code blocks, a numbered workflow, and a focused gotchas list — but with minor trim candidates: 'the comprehensive clinical reference terminology' plus SCTID/ECL definitions explain things partly known, and the licensing boundary is stated three times (intro, callout, edge case). Not 3 since there is no real padding; not 5 since the repetition could be tightened. | 4 / 5 |
Actionability | Two fully executable, copy-paste-ready Python blocks ($lookup, ValueSet/$expand with ECL, ConceptMap/$translate; the openmed.analyze_text hand-off with an ECL_FOR_LABEL routing table) using real SCTIDs and env-injected config, covering the common cases. The only uncoded operation, $validate-code, is a trivial parameter variant of the shown $lookup. | 5 / 5 |
Workflow Clarity | The 7-step Workflow (Extract → Pick ECL → Search → Rank & disambiguate → Validate → Translate → Emit) is clearly sequenced with an explicit validation checkpoint ('**Validate** with $validate-code; $lookup to capture the FSN'). Falls short of 5 because there is no error-recovery feedback loop, e.g. what to do when $expand returns no candidates or ambiguous matches. | 4 / 5 |
Progressive Disclosure | Well-sectioned single-level structure with no buried references and no bundle files, so everything is appropriately one level deep. However, the ~160-line body keeps edge cases, the ECL reference codes, and licensing detail fully inline with no reference split, and it exceeds the under-50-line simple-skill exception, so 5 does not fit. | 4 / 5 |
Total | 17 / 20 Passed |