Content
88%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.
An excellent, highly actionable body: concrete tool invocations with real parameter values, executable script usage, quantified decision criteria, per-phase outputs, error handling, and a closing checklist. Remaining gaps are minor — some duplicated content (HPA line list repeated three times) and a couple of inlined lookup tables that would be better placed in a references/ directory.
Suggestions
State the HPA supported-cell-line list (hela, mcf7, a549, hepg2, jurkat, pc3, rh30, siha, u251, ishikawa) once and reference it from Phase 2B and the Error Handling table instead of repeating it three times.
Move the Phase 0 tool parameter reference table into a references/tool_parameters.md (or similar) and keep a short pointer in SKILL.md, trimming the main body's token load.
Consider condensing 'LOOK UP, DON'T GUESS' and 'COMPUTE, DON'T DESCRIBE' into the KEY PRINCIPLES list to remove near-duplicate guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with non-obvious, skill-specific data (tool parameter quirks, the HPA 10-line restriction, SYNERGxDB scope limits) rather than concepts Claude already knows, so it largely earns its tokens. It is not a 5 because of repeated content: the HPA supported-line list appears three times (Phase 0 table, Phase 2B, Error Handling) and generic mantras like "LOOK UP, DON'T GUESS" / "COMPUTE, DON'T DESCRIBE" could be trimmed to one line each. | 4 / 5 |
Actionability | Nearly every section gives copy-paste-ready tool calls with literal parameter values ("DepMap_get_cell_lines(tissue='Lung', page_size=20)", "cBioPortal_get_mutations(study_id='ccle_broad_2019', gene_list='EGFR,KRAS,TP53')"), executable bash for the bundled script, and numeric decision thresholds (Chronos < -0.5 = essential, weighted criteria with max = 27). This matches the 5 anchor: fully executable guidance covering the common cases (5 use patterns, 5 phases). | 5 / 5 |
Workflow Clarity | A clear five-phase sequence, each phase with an explicit Goal and OUTPUT, plus an Error Handling table for recovery paths and a Completeness Checklist that functions as a final validation step — matching the 5 anchor (clear sequence, explicit validation, error-recovery guidance). Operations are read-only lookups, so the destructive-operation cap does not apply. | 5 / 5 |
Progressive Disclosure | The single bundle file is clearly signaled and one level deep ("use the bundled script scripts/depmap_gene_dependency.py", verified to exist and behave as described), sections are well organized, and there are no nested references. It is not a 5 because there is no references/ directory at all — the 25-line Phase 0 tool parameter table and the Quick Reference cell-line table are inlined API/lookup material that would fit a references/ file, per the 4 anchor ("most content is appropriately placed; minor organization gaps"). | 4 / 5 |
Total | 18 / 20 Passed |