Content
42%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.
The body is well-structured with impressively concrete clinical thresholds, a weighted scoring model, and five fully-worked scenario flows. Its weaknesses are a monolithic one-file layout with no progressive disclosure, and meaningful token padding from non-operational sections (future extensions, research directions, generic QA). It is a solid capability catalog that needs tightening and restructuring to become an efficient, executable skill.
Suggestions
Delete or relocate the '未来扩展', '研究方向', '持续改进', and generic '质量保证' sections — they consume tokens without changing how Claude executes the skill.
Move the detailed risk-level tables, clinical guideline references, and evaluation-tool material (DMFT, CPI, OHIP-14) into a references/ file, keeping SKILL.md as a concise overview with clearly signaled one-level-deep pointers.
Integrate the data-validation and medical-logic checks as explicit steps inside each scenario workflow (e.g. 'step 0: verify record completeness; step 7: cross-check conclusions against guideline thresholds') instead of a standalone quality section.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The ~520-line body is noticeably verbose with several padded, non-operational sections: '未来扩展' (AI imaging, voice input roadmap), '研究方向' (machine learning, microbiome research), '持续改进' (优化用户体验, 扩展功能范围), and generic '质量保证' bullets add nothing Claude needs to execute the skill. It avoids level 1 because it never explains basic concepts Claude already knows — the padding is redundant sections, not tutorial prose. | 2 / 5 |
Actionability | Genuinely concrete guidance exists — clinical thresholds like '探诊深度1-3mm', the weighted scoring formula (口腔卫生习惯40%、检查频率20%...), alert cutoffs (牙痛超过3天建议就医), and numbered 6-step scenario flows with defined outputs. But many sections only list topics without procedure ('统计描述(均值、中位数、标准差)', '相关性分析(Pearson/Spearman相关)', '专家审查(如有)'), so key execution details are missing. This fits 'some concrete guidance but incomplete'. | 3 / 5 |
Workflow Clarity | Each of the five scenarios provides a clear numbered analysis sequence (读取记录 → 分析 → 评估 → 生成报告) with defined inputs and outputs, so the sequence is present. However, validation (数据完整性检查, 医学逻辑检查, 与临床指南对照) lives in a separate '质量保证' section rather than being wired into the workflows as explicit checkpoints — matching 'steps listed but validation gaps; checkpoints missing or implicit'. | 3 / 5 |
Progressive Disclosure | There is no bundle at all (references/, scripts/, assets/ are absent), and all ~520 lines live in SKILL.md with clear section headers throughout. That internal structure plus the amount of detailed reference material (clinical guideline lists, risk-factor tables, evaluation tool names like DMFT/CPI/OHIP-14) that would serve better in separate files matches 'some structure but could be better organized; content that should be separate is inline'. It is not a 2 because headers and nesting make the document navigable. | 3 / 5 |
Total | 11 / 20 Passed |