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 thorough, highly actionable reference skill with concrete code for every tool and useful domain interpretation. Its main weaknesses are redundancy (workflows described three times) and a monolithic structure with no progressive disclosure via reference files.
Suggestions
Remove the redundant third retelling of the flows: either drop Common Research Patterns or fold its concrete input/output examples into the Phase sections so each workflow appears once.
Trim basic pharmacology definitions Claude already knows (e.g. "Agonist: activates receptor") and keep only the domain-specific interpretation guidance (BSA thresholds, Ballesteros-Weinstein numbering, CDR-H3 note).
Move the Tool Parameter Reference table and/or Common Research Patterns into a separate references/ file (e.g. TOOL_REFERENCE.md) referenced one level deep from SKILL.md to improve progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and mostly actionable, but explains concepts Claude already knows (e.g. "Agonist: activates receptor", "Antagonist/Inverse agonist: blocks or suppresses") and describes the same workflows three times — Workflow Overview, Phase 1-5 detail, and Common Research Patterns — so it is mostly efficient with clear tightening opportunities rather than lean. | 3 / 5 |
Actionability | Every tool has concrete, copy-paste-ready Python examples with real entry names, parameter values, and return-value comments, plus specific interpretive thresholds (BSA > 1500 Ų) and fallback chains — fully executable guidance covering the common cases. | 5 / 5 |
Workflow Clarity | Five phases are clearly sequenced with a workflow diagram and a completeness checklist acting as a verification gate, plus fallback chains for error recovery; however the individual phase steps lack inline validation checkpoints, keeping it just below the explicit-feedback-loop anchor. | 4 / 5 |
Progressive Disclosure | The skill is well-sectioned but is a ~300-line monolithic SKILL.md with no bundle files (references/, scripts/, assets/ absent); the detailed tool-parameter reference and research patterns that could live in one-level-deep reference files are all inlined, matching the "some structure, content that should be separate is inline" anchor. | 3 / 5 |
Total | 15 / 20 Passed |