Content
50%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill provides concrete, mostly-executable Python for a three-step percentage-analysis workflow, but it lacks validation checkpoints, leaves placeholder literals unresolved, and signals its only cross-reference vaguely. Adding verification steps and resolving the dynamic placeholders would materially improve it.
Suggestions
Add validation/feedback steps — e.g. verify key_values were found before computing, and confirm the .xlsx/.png files exist after writing — to satisfy the workflow-clarity checkpoint requirement.
Resolve the 'target_value_col' placeholder dynamically (as target_col is) or document it explicitly, and clarify which literals are user-configurable versus dynamic.
Tighten code comments that restate the following logic, and give the parent-workflow reference an explicit path or section anchor so navigation is clearly signaled.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly efficient executable code, but several comments restate the immediately-following logic (e.g. '# 计算占比' before the percentage calc, '# 条件筛选与统计') and could be tightened, matching the 'mostly efficient but includes some unnecessary explanation' anchor rather than the lean level-3 anchor. | 2 / 3 |
Actionability | Concrete pandas/matplotlib APIs are provided, but unfilled placeholders ('指标A'/'指标B'/'特定类别' and a static 'target_value_col' that is never dynamically resolved) leave key details missing, so it is not fully copy-paste ready at level 3. | 2 / 3 |
Workflow Clarity | Step1→Step2→Step3 are clearly sequenced (extract/compute, save Excel, generate chart), but there are no validation checkpoints or feedback loops for the file-writing/batch steps, which caps workflow clarity at 2 per the guidelines. | 2 / 3 |
Progressive Disclosure | Content is organized as inline steps, but the only reference ('see the parent workflow SKILL.md') is not clearly signaled with a path and no bundle files exist, matching the 'some structure but references not clearly signaled' anchor. | 2 / 3 |
Total | 8 / 12 Passed |