Content
75%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 well-crafted, domain-dense body: executable quick-start code, exact regulatory value sets, a gated workflow, and genuinely useful edge-case guidance (seriousness-as-OR, licensed MedDRA handling, suspect-vs-concomitant). It falls just short of top marks on minor points: a placeholder deidentify policy, no validate/retry loop for de-identification, and slightly trimmable prose.
Suggestions
Specify a concrete policy argument (or a minimal example) for 'openmed.deidentify' in the workflow's step 1 so the code is fully executable.
Add an explicit validation checkpoint after de-identification — e.g., re-scan the de-identified text for residual names/MRN/dates before export — to create a validate-and-fix feedback loop.
Consider moving the E2B value-set tables and standards link list into a small reference file (e.g., references/value_sets.md) to tighten the main SKILL.md body.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and information-rich — value-set tables, an edge-cases section, and a tight quick start — with no generic filler explaining concepts Claude already knows. It sits at the score-4 anchor ('efficient; minor instances that could be trimmed') rather than 5 because the 5-line motivation intro, the hand-off section's cross-skill prose, and the standards link list carry some tokens that a leaner version would cut. | 4 / 5 |
Actionability | The quick start is near copy-paste ready (two concrete 'openmed.analyze_text' calls with model_name and output_format, plus a complete ICSR skeleton dict) and the value sets give exact codes and FAERS field names. It stops short of the score-5 anchor due to minor gaps: 'openmed.deidentify(narrative, policy=...)' leaves the policy argument unspecified, and MedDRA PT coding is deferred to the user's licensed dictionary (explicitly and reasonably justified). | 4 / 5 |
Workflow Clarity | The 7-step workflow is clearly sequenced with explicit gates ('De-identify first', 'Never invent PTs', hand-off to a qualified safety reviewer) and correct ordering (de-identify before export, characterize before coding). It matches the score-4 anchor ('clear sequence with most checkpoints present; minor validation gaps') rather than 5 because there is no explicit validate-and-retry feedback loop (e.g., verifying de-identification actually removed identifiers before proceeding). | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the single-file body is well organized with clear section headers (When to use, Quick start, value sets, Workflow, Hand-off, Edge cases, Standards) and one-level-deep external links. This is good structure with minor organization gaps — the E2B value-set tables and standards link list could live in a reference file — matching the score-4 anchor rather than the score-5 ideal of well-signaled separate references. | 4 / 5 |
Total | 16 / 20 Passed |