Content
50%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a well-sequenced, mostly-executable single-file skill, but it relies on placeholder column names, lacks validation checkpoints, and includes some redundant inline comments. It is competent but sits at the middle of the scale across all dimensions.
Suggestions
Replace placeholder column names with a concrete example dataset (real column names and a sample input) so the code is copy-paste ready, or add an explicit data-shape precondition.
Add a validation/verification checkpoint — e.g., assert the output file exists and the highlighted row matches the computed max_type — to introduce a feedback loop for the file-output operation.
Tighten or remove comments that restate the code (e.g., the threshold rationale and 'reading first sheet as example' note) to improve token efficiency.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly lean code without explaining what Excel/Pandas/openpyxl are, but several inline comments restate the code's intent (e.g., "# 大文件处理：超过阈值转换为 Parquet 提升效率", "# 此处以读取第一个sheet为例") and could be tightened, so it is not a full 3. | 2 / 3 |
Actionability | Provides real, executable Python rather than pseudocode, but key details are placeholders ("分类列名", "目标数值列", "input.xlsx") explicitly flagged as needing replacement, so it is not copy-paste ready. | 2 / 3 |
Workflow Clarity | Steps are clearly sequenced (Step1 count/convert, Step2 group/find-max, Step3 format/save/link), but there are no validation or verification checkpoints and no error feedback loop; per the guideline missing validation for file-output/batch operations caps workflow clarity at 2. | 2 / 3 |
Progressive Disclosure | No bundle files exist and the skill is a single self-contained file organized into three steps, but it has no overview/quick-start section and the long openpyxl styling block is fully inline with no external references, fitting the 'structured but all inline' anchor rather than a 3. | 2 / 3 |
Total | 8 / 12 Passed |