Content
80%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is concise and highly actionable with executable, placeholder-annotated code, but it lacks explicit validation checkpoints in its workflow and keeps all content in a single monolithic file. Adding a verification step and optionally splitting the dashboard panel would raise the two lower dimensions.
Suggestions
Add an explicit validation checkpoint between steps, e.g. after extraction assert that df_clean[numeric_col] is non-empty and within an expected range before plotting.
Consider moving the large 2x2 dashboard panel (Step3) into a referenced script or reference file so SKILL.md stays a lean overview pointing one level deep.
Include a brief error-recovery note (e.g. what to do if value_counts is empty or all conversions fail) to close the feedback loop.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean code with brief step headers and only purposeful comments (font config, placeholder examples); it assumes Claude's competence and does not explain what a histogram or pandas is, matching the 'lean and efficient; every token earns its place' anchor. | 3 / 3 |
Actionability | All three steps provide complete, executable Python with imports, a real extraction function, and clearly-marked '占位示例' placeholders, making it copy-paste ready rather than pseudocode — the score-3 anchor. | 3 / 3 |
Workflow Clarity | The three steps are clearly sequenced and Step1 filters failed conversions, but there are no explicit validation checkpoints or an error-recovery feedback loop, fitting 'steps listed but validation gaps; checkpoints missing or implicit' below the score-3 bar. | 2 / 3 |
Progressive Disclosure | Content is well-organized into three labeled steps with no nested references, but it is a monolithic single file over 50 lines with all code inline and no external references, matching 'some structure but could be better organized; content that should be separate is inline'. | 2 / 3 |
Total | 10 / 12 Passed |