Content
87%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, actionable reference skill with lean code examples and sound progressive disclosure. Its main gap is workflow clarity: the body describes capabilities per section rather than presenting a validated, end-to-end analysis workflow inline.
Suggestions
Add one concrete end-to-end workflow inline (load -> filter -> score -> inspect best matches) with an explicit validation/checkpoint step, rather than only deferring workflows to references/workflows.md.
Remove the duplicate "Reference Documentation" section at the end since each reference is already linked in its respective capability section, reducing token redundancy.
For the SpectrumProcessor pipeline, add a brief validation note (e.g., checking that processed spectra retain required peaks) so the sequence has a feedback checkpoint.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is lean: short section intros, executable code, and tight bullet lists of filter categories and similarity functions, without explaining what mass spectrometry or libraries are. The only minor redundancy is the reference list repeated in the closing section, but every token largely earns its place. | 3 / 3 |
Actionability | Each capability section provides complete, executable code with real imports, concrete function calls, and parameters (e.g., CosineGreedy(), select_by_relative_intensity(..., intensity_from=0.01)), making examples copy-paste ready. | 3 / 3 |
Workflow Clarity | Per-capability sequences are clear (e.g., the SpectrumProcessor define-then-apply pipeline), but there is no end-to-end workflow with explicit validation checkpoints, and the multi-step analysis workflows are deferred to references/workflows.md rather than sequenced inline. | 2 / 3 |
Progressive Disclosure | SKILL.md is a clear overview with well-signaled, one-level-deep references to real files (references/filtering.md, similarity.md, importing_exporting.md, workflows.md), and content is appropriately split with easy navigation. | 3 / 3 |
Total | 11 / 12 Passed |