Content
77%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-sequenced, highly actionable pipeline with strong validation checkpoints, but progressive disclosure is broken: the four referenced companion files do not exist in the bundle, and detail that belongs in them is inlined in SKILL.md. Fixing the missing references would raise both the progressive_disclosure and actionability scores.
Suggestions
Ship the four referenced files (SCORING_CRITERIA.md, REPORT_TEMPLATE.md, TOOL_REFERENCE.md, QUICK_START.md) in the skill bundle, or remove the references and inline the essential scoring math — currently the links dead-end.
Move the ADMET endpoint table, the KLIFS Phase 2b detail, and the ML attribution example table into TOOL_REFERENCE.md/REPORT_TEMPLATE.md to slim the main file to an overview.
Give Phase 6 the same concrete treatment as other phases: specific thresholds or outputs for "pathway redundancy, compensation risk, feedback loops" instead of an unmethodized 'Assess' directive.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and token-efficient: tool lists with parameter gotchas, tables, and checklists with almost no teaching of concepts Claude already knows. Score 4 rather than 5 because explanatory prose blocks (the KLIFS "Why DFG/alphaC state matters" paragraph, the four-gate rationale paragraphs) could be tightened or moved to a reference file; not 3 since there is no padded or redundant section. | 4 / 5 |
Actionability | Concrete throughout: exact tool names with required parameters flagged ("operation=\"median\" REQUIRED"), known parameter corrections ("param: id, NOT uniprot_id"), a complete executable Python fallback snippet, and example output tables. Not 5 because the score computation itself is delegated entirely to SCORING_CRITERIA.md (absent from the bundle) and Phase 6's "Assess: pathway redundancy, compensation risk, feedback loops" is direction without method; not 3 because the guidance is overwhelmingly executable. | 4 / 5 |
Workflow Clarity | Ten ordered phases with Phase 0 mandatory first, explicit gating ("Do not proceed to Phase 3 (Chemical Matter) before completing Phase 1"), collision detection in Phase 9, a documented MCP-to-SDK fallback chain with failure conditions, and a mandatory Completeness Checklist before finalizing. Matches the 5 anchor: clear sequence, explicit validation steps, feedback loops, and a checklist for a complex process. | 5 / 5 |
Progressive Disclosure | A "Reference Files" section clearly signals four one-level-deep files, but none of them (SCORING_CRITERIA.md, REPORT_TEMPLATE.md, TOOL_REFERENCE.md, QUICK_START.md) exist in the bundle, so navigation dead-ends at runtime. Additionally, substantial detail that belongs in those files (the ADMET endpoint table, the KLIFS sub-guide, the ML attribution table) is inlined. Fits the 3 anchor (content that should be separate is inline; references present but not resolvable) better than 4, whose references must be real and mostly appropriately placed. | 3 / 5 |
Total | 16 / 20 Passed |