Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, highly actionable reference skill with excellent progressive disclosure and verified bundle files. Its main weakness is conciseness — redundant capability lists and overlapping examples, plus time-sensitive dates outside a deprecated section — and the absence of validation feedback loops in its workflow recipes.
Suggestions
Trim the per-module "Key operations" bullet lists (which duplicate the reference files) to the few non-obvious operations, and consolidate the overlapping coordinate/FITS/cosmology examples between Quick Start and Common Workflows.
Move the specific release dates and version-research timestamps into a clearly labeled "Version notes / deprecations" section so time-sensitive information does not work against conciseness.
Add an explicit validation checkpoint to at least one multi-step workflow (e.g., verify catalog matches or check FITS HDU structure before analysis) to introduce a validate→fix→retry feedback loop.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and free of basic-concept filler, but the per-module "Key operations" bullet lists overlap with the reference files, Quick Start and Common Workflows repeat overlapping coordinate/FITS/cosmology examples, and time-sensitive dates ("released 2025-11-25; verified current as of 2026-06-10") sit outside a deprecated-patterns section, so it is not fully lean. | 2 / 3 |
Actionability | Provides fully executable, import-complete Python (SkyCoord transforms, fits.open context managers, Planck18 distances, match_to_catalog_sky cross-matching) plus concrete install commands (uv pip install "astropy==7.2.0"), copy-paste ready. | 3 / 3 |
Workflow Clarity | The body is well-structured (Overview → When to Use → Quick Start → Capabilities → Workflows → Best Practices) but the Common Workflows are sequential code recipes with no explicit validation checkpoints or validate→fix→retry feedback loops, so it stops short of the anchor for 3. | 2 / 3 |
Progressive Disclosure | Each capability section closes with a clearly signaled one-level-deep "See: references/<file>.md" pointer, a dedicated Reference Files index lists all seven files with descriptions, and every referenced path (units, coordinates, cosmology, fits, tables, time, wcs_and_other_modules) exists in references/ — appropriately split and easy to navigate. | 3 / 3 |
Total | 10 / 12 Passed |