Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is actionable and well-structured with executable examples and a clean one-level-deep reference system. It is held back by some redundancy in the capability descriptions and the absence of explicit validation/verification checkpoints in the destructive/batch workflows.
Suggestions
Tighten the 'Core Capabilities' 'Key operations' lists, which restate well-known astropy module behavior; lean on the reference files instead to improve conciseness.
Add an explicit validate-then-proceed feedback loop for destructive/batch operations such as writing FITS files or batch-modifying tables (e.g., verify header round-trips with a read-back) to raise workflow clarity.
Sequence the Common Workflows as numbered steps with a verification checkpoint where the operation modifies files on disk, rather than presenting them purely as runnable scripts.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient with executable Quick Start and workflow examples, but the 'Core Capabilities' section restates module purposes and 'Key operations' lists that largely restate what Claude already knows about astropy, so it could be tightened. | 2 / 3 |
Actionability | Provides complete, executable code blocks (Quick Start, coordinate conversion, FITS analysis, cosmology, cross-matching) with real imports and method calls that are copy-paste ready, matching the fully executable anchor. | 3 / 3 |
Workflow Clarity | Workflows are presented as runnable examples rather than sequenced multi-step processes, and the destructive/batch operations like FITS writing lack explicit validation checkpoints, capping workflow clarity at 2 per the rubric guidance. | 2 / 3 |
Progressive Disclosure | SKILL.md is a concise overview with each module clearly signaling a one-level-deep reference (e.g., 'See: references/units.md') and all seven referenced files exist in references/, with a consolidated 'Reference Files' index for easy navigation. | 3 / 3 |
Total | 10 / 12 Passed |