Content
78%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 good progressive disclosure and a clear sequenced workflow including validation. The main improvement opportunity is making the batch-load validate→fix→retry feedback loop explicit rather than implicit.
Suggestions
Make the validation feedback loop explicit: after running Achilles/DataQualityDashboard, add a 'fix and re-run' step so the validate→fix→retry cycle is unambiguous for this batch database-load operation.
Tighten the Quick start block — replace the `char_span: (fact_start, fact_end)` placeholder with a concrete value and trim the verbose inline comment block.
Slightly compress the 'source → standard pattern' section, which restates the two-concept-id idea Claude already knows, to recover token budget.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and well-sectioned with no padding of basics Claude already knows; a couple of spots (the restated two-concept-id pattern, the verbose Quick start comment block) could be trimmed. | 4 / 5 |
Actionability | Concrete Quick start code with a worked E11.9 → 201826 example, a domain→table mapping table, and explicit field-level workflow steps; minor gaps (a placeholder char_span and the coding step delegated to other skills) keep it from fully copy-paste ready end-to-end. | 4 / 5 |
Workflow Clarity | Six clearly sequenced steps with a validation checkpoint (Achilles/DataQualityDashboard) and error-routing edge cases, but the validate→fix→retry feedback loop is only implicit rather than spelled out for this batch database-load operation. | 4 / 5 |
Progressive Disclosure | A concise overview body that signals one-level-deep references to references/omop_cdm_v5_4_fields.md (verified to exist and hold the referenced field detail), with external standards grouped in a references section. | 5 / 5 |
Total | 17 / 20 Passed |