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 well-structured, actionable skill body with executable code for both intake paths, a clear multi-step workflow with validation, and a thorough edge-cases section. It is slightly verbose in places and could add an explicit validate→retry loop for grid reconstruction, but otherwise strong.
Suggestions
Add an explicit validate→fix→retry feedback loop in the Workflow for OCR grid reconstruction (e.g., re-cluster with adjusted tolerance when header/cell alignment fails) to push workflow_clarity to 5.
Tighten the Quick start code comments and the Hand-off section, which restate some description-level content, to improve conciseness toward 5.
Consider extracting the per-engine install details or the LOINC/UCUM hand-off reference into a sibling reference file to formalize progressive disclosure, though the current single-file structure is already well-organized.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly lean and assumes Claude's competence (no general OCR or FHIR primers), with only minor padding — e.g. the Quick-start comment narration and the hand-off section restate some description content; could be trimmed slightly, so it sits just below 5. | 4 / 5 |
Actionability | Fully executable copy-paste code covering both the image OCR path and the delimited CSV/TSV path, plus concrete API signatures (OcrWord fields, read_table, classify_columns, redact_table) — matching the 5 anchor's 'fully executable, common cases covered'. | 5 / 5 |
Workflow Clarity | A clear six-step sequence with real validation checkpoints (confidence gating routes low-confidence cells to human review, PHI classification/redaction before rows leave the device), but lacks an explicit validate→fix→retry feedback loop for the OCR grid reconstruction, so it sits at 4 rather than 5. | 4 / 5 |
Progressive Disclosure | Well-organized with clearly signaled sections and one-level-deep sibling-skill pointers (parsing-lab-values, mapping-loinc, exporting-to-fhir); no bundle files exist to externalize, so structure is good with only minor gaps, sitting at 4. | 4 / 5 |
Total | 17 / 20 Passed |