Content
87%Weight 40%Scale 1-3Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A lean, actionable, well-organized skill body with concrete commands and clear sequencing, held back only by the absence of explicit validation feedback loops around the batch variant-calling execution.
Suggestions
Add an explicit validate→fix→retry checkpoint around execution (e.g., 'Run preflight; if it reports missing tools/resources, resolve them before --execute; re-run preflight to confirm readiness').
State the expected QC pass/fail thresholds that gate proceeding (e.g., contamination, coverage, Ti/Tv) so the validation step is actionable rather than listed among outputs.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and assumes Claude's genomics competence — no concept padding explaining WGS/BQSR/gVCF — with every section serving the workflow despite a few advisory caveats. | 3 / 3 |
Actionability | Provides concrete, copy-paste-ready commands (ngs_preflight, run_dna_variant_calling, run_dna_germline_variants) with specific flags like --emit-gvcf, --joint-call, --known-sites, --execute. | 3 / 3 |
Workflow Clarity | Sequence is clear (confirm inputs → preflight → route → run → QC/outputs) with a preflight readiness gate, but lacks explicit validate→fix→retry feedback loops for the batch calling run, capping workflow clarity at 2. | 2 / 3 |
Progressive Disclosure | Self-contained single-file skill with no nested/2+-level references, organized into clear sections (Essential Inputs, Route, Decision Points, Outputs); referenced plugin scripts are external, not bundle files. | 3 / 3 |
Total | 11 / 12 Passed |