Content
76%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 concrete, executable, well-structured skill body that earns its length with genuinely useful reference data and a complete quick-start example. The main gap is the absence of explicit validation/verification checkpoints in the workflow for the destructive de-identification and header-scrubbing steps.
Suggestions
Add an explicit validation checkpoint after de-identification (e.g., verify openmed.deidentify removed expected PHI classes and that no PNAME/identifier tokens remain in the narrative before passing to analyze_text).
Add a verify step after header scrubbing (e.g., re-scan the de-identified dataset for residual (0010,xxxx) identifier tags and burned-in-pixel PHI) with a fix-and-retry loop before any image export.
Consider moving the DICOM tag table and the PS3.x standard links into a references/ file to keep the SKILL.md overview leaner and enable one-level-deep progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and assumes Claude's competence (uses pydicom and openmed APIs directly without explaining libraries), with the tag table earning its place as non-obvious reference data; only minor over-explanation in the opening paragraph ('DICOM files carry far more than pixels') and the 'in one minute' framing could be trimmed. | 4 / 5 |
Actionability | Provides a fully executable, copy-paste-ready Python example (dcmread, recursive sr_text extraction, openmed.deidentify and analyze_text calls) plus concrete workflow commands like stop_before_pixels=True that cover the common cases. | 5 / 5 |
Workflow Clarity | The 5-step Workflow is clearly sequenced, but the destructive/batch operations (de-identification and header scrubbing of medical data) lack explicit validation checkpoints or validate->fix->retry feedback loops; per the rubric this caps workflow_clarity at 3 even though the sequence itself is well-ordered. | 3 / 5 |
Progressive Disclosure | Well-organized single-file skill with clear sections (When to use, Quick start, Workflow, Hand-off, Edge cases, Standards & references) and clearly signaled external standard URLs; no bundle files exist, and the ~130-line content is reasonably self-contained, though the tag table and standards links could optionally be split into a reference file. | 4 / 5 |
Total | 16 / 20 Passed |