Content
71%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 highly actionable, well-sequenced research skill with concrete code and clear workflow patterns. It is held back by some redundant domain background and a monolithic structure with no progressive disclosure into reference files.
Suggestions
Trim the introductory pharmacology background (biased-agonism clinical rationale, opioid example, CDR-H3 dominance) to assume Claude's domain knowledge and save tokens.
Move the Tool Parameter Reference table and Common Research Patterns into separate reference files (e.g. references/tool-params.md, references/patterns.md) and link to them from SKILL.md to improve progressive disclosure.
Add an explicit verification step at the end of each phase (e.g. 'confirm entry name resolves before proceeding to ligand queries') to strengthen the workflow's feedback loops.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Code and tables are efficient, but the opening paragraph explains GPCR concepts Claude already knows (biased-agonism clinical implications, the opioid respiratory-depression example, 'CDR-H3 is most variable') that could be trimmed. | 3 / 5 |
Actionability | Provides copy-paste-ready python calls with real tool names and parameters, a full parameter-reference table, concrete entry-name formats, and BSA thresholds covering the common cases. | 5 / 5 |
Workflow Clarity | Five sequenced phases, a workflow diagram, four input/flow/output patterns, fallback chains, and a completeness checklist give a clear sequence with a verification checkpoint; no explicit validate-retry loops, but the skill is non-destructive lookups so the validation cap does not apply. | 4 / 5 |
Progressive Disclosure | Section headers are well-organized, but no bundle files exist and all content — the full tool-parameter reference table and common-research-patterns — is inlined rather than split into one-level-deep reference files. | 3 / 5 |
Total | 15 / 20 Passed |