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 strong, well-structured skill body: executable setup code, a sequenced workflow with genuine validation gates, and high-signal domain guidance (negation/family-history handling, copy-forward bloat, PHI re-leakage) that Claude would not know on its own. The main improvement space is showing one fully composed, cited summary output and tightening the motivational intro.
Suggestions
Replace the comment-only composition step in Quick start with a small, fully composed example — e.g. two rendered problem-oriented lines each carrying cite(start, end) anchors — so the core deliverable is concrete rather than described.
Add a short recovery loop to the citation-coverage gate (e.g. 'If a sentence has no span, drop or rewrite it against the span set, then re-check before presenting') to complete the validate → fix → retry cycle.
Clarify the "resolving-clinical-context" pointer — state whether it is a sibling skill or a file and give its trigger/invocation — and trim the 8-line motivational intro to 2–3 lines since the citation-gate framing already conveys the failure mode.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense, domain-specific, and free of explanations of concepts Claude already knows; e.g., "Keep the mapping (keep_mapping=True) only if a downstream clinician must re-identify in a controlled context — never persist the mapping with the summary." Minor trimmable prose remains — the 8-line motivational intro ("A clinical summary is only useful if it is *faithful*...") and the blockquote disclaimer — so it fits 'efficient; minor instances of over-explanation' rather than 'every token earns its place.' | 4 / 5 |
Actionability | The Quick start provides runnable code for de-identification, entity extraction, and a cite() helper, and the workflow names the exact functions per step. However, the core deliverable — composing the summary — appears only as a comment ("Example problem-oriented line, grounded in detected spans: ... with cite(...) anchors"), i.e. partially pseudocode with no concrete composed output shown. This lands between 'mostly executable with minor gaps' and the pseudocode anchor, so 4. | 4 / 5 |
Workflow Clarity | The six-step workflow is clearly sequenced and includes explicit validation checkpoints: step 5's anti-hallucination gate ("Reject or flag any output sentence with zero span citations") and output-side PHI leakage gates. It falls short of the top anchor only because there is no explicit fix-and-retry loop when the citation gate fails — 'reject or flag' states the check but not the recovery. | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the single SKILL.md is organized into clear, well-scoped sections (When to use, Quick start, Workflow, Hand-off, Edge cases, Standards) that are easy to navigate. Minor gaps keep it below the top anchor: the mention of "resolving-clinical-context" carries no path or link signaling what it is, and edge cases/standards sections are fully inline with no one-level-deep reference structure despite the body exceeding 50 lines. | 4 / 5 |
Total | 16 / 20 Passed |