Content
73%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 delivers a strong, well-sequenced workflow with explicit validation and a checklist, and its commands and section templates are mostly executable. Its main weaknesses are duplication between the Workflow and Standards sections and one nonstandard command invocation (python -m jupyter nbconvert).
Suggestions
Deduplicate the Workflow and Standards sections — source recording, bounded outputs, and refactoring-preservation each appear twice; consolidate them into one location and cross-reference it.
Correct the execution command to the documented form: "jupyter nbconvert --execute --to notebook --inplace path/to/notebook.ipynb".
Consider moving the mode-specific section templates (analysis vs. tutorial) into a short reference file or collapsing them, trimming the main body toward a leaner overview.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The Workflow steps and Standards bullets repeat the same guidance — source recording appears in step 5 and again under "Reproducibility", bounded outputs in steps 6-7 and again under "Code And Data Hygiene" — and directives like "Use data sources deliberately" add little. It is mostly efficient but could be meaningfully tightened, so it sits at the midpoint anchor rather than the minor-trimmings anchor. | 3 / 5 |
Actionability | Concrete, mostly executable guidance: a real nbconvert invocation, an install command, and two explicit section-order templates. It falls short of fully copy-paste-ready because "python -m jupyter nbconvert" is not the documented invocation ("jupyter nbconvert ...") and several steps (e.g., "Use data sources deliberately") remain at the directive level. | 4 / 5 |
Workflow Clarity | An 8-step sequence with explicit validation checkpoints ("Validate results before writing conclusions", "Execute and record validation status"), a feedback loop for surprising results ("add a local reasonableness check... before promoting it to the summary"), and a closing Validation Checklist — matching the top anchor with validation steps, error-recovery loops, and a checklist all present. | 5 / 5 |
Progressive Disclosure | A well-organized single-file skill with clear section headers and no bundle files to navigate. At ~127 lines, mode-specific template material could arguably live in a reference file, so structure is good with minor organization gaps rather than an exemplarily split overview. | 4 / 5 |
Total | 16 / 20 Passed |