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 delivers a clear, mostly executable four-step Excel filtering workflow with concise commentary. It is held back by placeholder-laden cleaning code, hardcoded example values, and an absence of validation checkpoints around the export step.
Suggestions
Replace the commented-out placeholder cleaning code in Step 2 with concrete, active logic or move optional variants into a clearly labeled 'adjust as needed' note.
Add a validation checkpoint before export (e.g. assert filtered result is non-empty, verify output file exists after to_excel) to satisfy the workflow-clarity feedback-loop expectation for write operations.
Parameterize hardcoded values (file_path, target_sheet, numeric column names) or provide a short config block so the examples are directly runnable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Instructions are lean and avoid explaining concepts Claude already knows, but commented-out placeholder lines (e.g. '# df.columns = [\'col_1\'...]') add noise; matches 'mostly efficient but could be tightened', not 3 because of the placeholder clutter. | 2 / 3 |
Actionability | Steps 1, 3, and 4 provide executable pandas code, but Step 2 leaves key handling as commented placeholders ('调整占位符') and values are hardcoded, so it is not copy-paste ready; matches 'some concrete guidance but incomplete'. | 2 / 3 |
Workflow Clarity | Step1–Step4 are clearly sequenced, but there are no validation checkpoints before or after the export write, and the scoring notes cap workflow clarity at 2 for batch/write operations lacking validation. | 2 / 3 |
Progressive Disclosure | The ~74-line single-file body is well-sectioned into steps with a signaled parent-workflow note, but everything is inline with no progressive disclosure structure; it exceeds the under-50-line simple-skill threshold, matching 'some structure but content that could be separate is inline'. | 2 / 3 |
Total | 8 / 12 Passed |