Content
81%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 is highly actionable with concrete CLI and Python examples and a clear sequenced workflow. Its main weakness is the absence of an explicit validate-fix-retry loop for the long-running pipeline, which keeps workflow clarity and progressive disclosure at 4 rather than 5.
Suggestions
Add an explicit validation feedback loop (e.g., after running, check pipeline_summary.json for failed stages, then re-run with --from-stage to recover) to lift workflow_clarity toward 5.
Trim the full output-structure tree to the few files Claude actually needs to inspect (e.g., paper_draft.md, results_table.tex, pipeline_summary.json) to improve conciseness.
Move the detailed Python API and experiment-modes reference into a separate reference file linked from the body to strengthen progressive disclosure for this larger-than-simple skill.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body leads with a copy-paste CLI command, a tight options list, and complete Python examples, earning anchor 4 (efficient, minor trimmable bits). It is not a 5 because the full output-structure tree and experiment-modes table add length Claude largely doesn't need, and not a 3 because there is no padded concept explanation. | 4 / 5 |
Actionability | It provides a fully executable CLI invocation with flags, complete import-bearing Python snippets for both the standard and iterative APIs, a documented options table, and concrete troubleshooting commands, matching anchor 5 (copy-paste ready, covers common cases). It is not a 4 because the guidance is complete rather than having minor gaps. | 5 / 5 |
Workflow Clarity | There is a clear prerequisite-check → run → interpret-output → troubleshoot sequence with concrete commands, fitting anchor 4 (clear sequence, most checkpoints present). It is not a 5 because there is no explicit validate→fix→retry feedback loop for the batch pipeline, and not a 3 because the prerequisites and troubleshooting provide real checkpointing. | 4 / 5 |
Progressive Disclosure | The skill is a single self-contained SKILL.md with no references/scripts/assets bundle and well-organized section headers, so there is no nested-reference problem; anchor 4 fits (good structure, content appropriately placed). It is not a 5 because the skill is longer than the simple-skill threshold and the detailed API/troubleshooting material could conceptually be split, though it reads cleanly inline. | 4 / 5 |
Total | 17 / 20 Passed |