Content
78%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.
A well-structured library skill: executable snippets per capability, a sensible capability order, and exemplary progressive disclosure into four real reference files. The deductions are minor — slightly redundant navigation, a few undefined example variables, and no inline validation loop.
Suggestions
Drop the closing 'Reference Documentation' section (or the per-section pointers) — listing all four reference files twice is redundant navigation.
Define the example inputs once (e.g., show `spectra = list(load_from_msp('library.msp'))` before the calculate_scores snippet) so the similarity code is copy-paste runnable.
Note the matplotlib dependency for `spectrum.plot()` alongside the existing installation section.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Efficient and code-forward with almost no explanation of concepts Claude already knows, but a few trimmable spots remain: the reference files are pointed to twice (per-section "consult references/..." plus the closing "Reference Documentation" list and "Load these references as needed"), and the Overview sentence mildly restates the description. Not a 5 because of that duplicated navigation; not a 3 since no section is genuinely padded. | 4 / 5 |
Actionability | Mostly executable, concrete code for every capability (imports, filters, calculate_scores, Spectrum construction). Minor gaps: example variables like `library_spectra`, `query_spectra`, and `reference_spectrum` are used without definition, `spectrum.plot()` has no note that it needs matplotlib, and the SpectrumProcessor lambda-wrapping pattern is slightly unusual. Not a 5 because those gaps keep it from copy-paste-ready in every snippet; well above the 3 pseudocode anchor. | 4 / 5 |
Workflow Clarity | Sections are sequenced logically (import → filter → similarity → pipelines → spectrum objects → metadata) and the "Common Workflows" section routes to references/workflows.md for the multi-step patterns, with QC-style filters ("require minimum peaks, validate precursor m/z") serving as implicit checkpoints. Not a 5 because no explicit validate-then-proceed loop appears inline; not a 3 since a clear sequence exists and the destructive/batch cap does not apply to this capability-reference skill. | 4 / 5 |
Progressive Disclosure | Clear overview with well-signaled, one-level-deep references that all exist in the bundle: "For detailed importing/exporting documentation, consult `references/importing_exporting.md`", `references/filtering.md`, `references/similarity.md`, `references/workflows.md`. Bulk detail (40+ filters, full similarity catalog, workflow walkthroughs) is correctly split into those files while inline content stays at getting-started altitude; navigation is easy via the closing reference list. | 5 / 5 |
Total | 17 / 20 Passed |