Content
71%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-organized library-overview skill whose main strengths are fully executable quick-start and workflow code and clear per-module navigation. It is held back by localized verbosity (duplicated when-to-use and reference listings) and, most importantly, by referencing seven reference files that are absent from the bundle, breaking its progressive-disclosure structure.
Suggestions
Ship the seven referenced files (references/units.md, coordinates.md, cosmology.md, fits.md, tables.md, time.md, wcs_and_other_modules.md) or remove the dangling pointers — the skill's detail layer currently does not exist.
Cut the duplicated content: drop the 'When to Use This Skill' section (it repeats the frontmatter description) and the trailing 'Reference Files' list (it repeats the inline 'See:' pointers).
Remove or compress the generic Overview sentence ('Astropy is the core Python package for astronomy...') — it explains knowledge Claude already has and adds no actionable guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient module overviews with useful code, but several padded spots: the Overview sentence explains what Astropy is (knowledge Claude already has), the 'When to Use This Skill' section duplicates the frontmatter description, and the trailing 'Reference Files' section repeats the per-module 'See:' pointers already given inline. This fits anchor 3 ('mostly efficient but includes some unnecessary explanation or could be tightened') better than 2, since the padding is localized rather than pervasive. | 3 / 5 |
Actionability | The Quick Start and all four Common Workflows (coordinate transformation, FITS reading, cosmological distances, catalog cross-matching) are complete, executable, copy-paste-ready Python covering the common cases, plus concrete install commands. This matches the anchor-5 example's fully executable, common-case coverage. | 5 / 5 |
Workflow Clarity | Each workflow is a clear, unambiguous sequence with correct dependency ordering (e.g., constructing AltAz frames with obstime and location before transforming). Not 5 because no verification steps appear (e.g., checking FITS file structure before indexing HDUs), though the operations are read-only so the destructive/batch cap at 3 does not apply. | 4 / 5 |
Progressive Disclosure | The in-body structure is well-signaled — each module section points one level deep to 'references/<module>.md' with a description of what it contains — but the bundle contains no references/ directory at all, so all seven referenced files are dangling and the progressive-disclosure chain is broken. Not 4/5 because navigation to the detailed material fails in practice; not 2 because the SKILL.md itself is well organized with clear, prominent reference signaling. | 3 / 5 |
Total | 15 / 20 Passed |