Content
50%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 a clear nine-step sequence and concrete data file paths, but suffers from duplicated risk/algorithm descriptions, pseudocode instead of executable code, and no validation checkpoints for batch/write operations. Progressive disclosure is weak because all detail is inlined and the referenced script is absent.
Suggestions
Add explicit validation/verification checkpoints (e.g., confirm data files exist and are non-empty before analysis, validate report output before writing history) to lift workflow clarity above the 3 cap.
De-duplicate the risk-model and algorithm descriptions so each appears in one canonical section, with the other sections cross-referencing it, to improve conciseness.
Replace pseudocode readFile()/exists() blocks with concrete, executable guidance (actual tool invocations or real script calls) and provide a minimal runnable example for the core analysis.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Risk models and algorithms (Framingham, ADA, ASCVD, CUSUM, Z-score) are restated across '核心功能', '执行步骤', '算法说明', and the data-source table, creating avoidable duplication; below 4 because tightening is clearly possible, above 2 because there is no concept-over-explanation padding. | 3 / 5 |
Actionability | Concrete file paths (data/profile.json, data-example/*.json) and a named script appear, but the readFile()/exists() blocks are pseudocode and analysis steps (步骤4-7) are abstract ('进行数据清洗、时间对齐') rather than executable guidance. | 3 / 5 |
Workflow Clarity | Nine steps are clearly sequenced, but batch data reading and report/history writing lack any validation or verification checkpoint; per the guidelines this caps workflow_clarity at 3. | 3 / 5 |
Progressive Disclosure | No bundle files exist and all content (algorithms, data-source table, command reference) is inlined in SKILL.md with header-based structure only; the referenced scripts/generate_ai_report.py is not present in the bundle. | 3 / 5 |
Total | 12 / 20 Passed |