Content
68%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 highly actionable, well-structured skill body with excellent executable examples and real reference files, weakened by clear redundancy — reference catalogs repeated between sections and the Resources section — and by the absence of explicit post-extraction validation in the batch multi-slide workflow, which caps workflow clarity. Trimming the duplicated reference listings and consolidating repeated examples would move it toward top marks.
Suggestions
Add an explicit validation step to the batch Workflow 4 (e.g., count extracted tiles per slide with `len(list(output_dir.glob("*.png")))` and re-run or flag slides yielding zero tiles), which would lift workflow clarity past the batch-operation cap.
Delete the per-section "Reference: references/x.md contains comprehensive documentation on:" bullet lists and keep a single Resources section (or vice versa) — the duplication costs ~100 lines with no new information.
Consolidate the near-identical RandomTiler examples (Quick Start, Workflow 1, Workflow 5) into one canonical example and vary the others, and trim the 60-line Resources catalog to one-line-per-file pointers since each section already signals its reference.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly dense, useful code and parameters, but it is noticeably padded: every capability section repeats a "Reference: references/x.md contains comprehensive documentation on:" bullet list that is duplicated nearly verbatim again in the 60-line Resources section, and the RandomTiler example appears three times (Quick Start, Workflow 1, Workflow 5's tiler). Not 2 because the padding is redundancy rather than explanations of concepts Claude already knows; not 4 because the duplication is substantial and could be cut by ~150 lines without losing information. | 3 / 5 |
Actionability | Code throughout is complete and copy-paste executable with real imports, concrete parameters (`tile_size=(512, 512)`, `tissue_percent=80.0`, `seed=42`, `report_path="tiles_report.csv"`), and examples cover the common cases (random/grid/scored extraction, custom filter chains, multi-slide loops). Not 4: there are no pseudocode gaps and the examples span the library's typical usage. | 5 / 5 |
Workflow Clarity | The five workflows are clearly sequenced (load → inspect → preview → extract) and "Always preview before extracting" plus the Troubleshooting section give real checkpoints and error recovery. However, per the rubric's batch-operation cap, Workflow 4 (multi-slide batch processing) has no post-extraction validation — no tile-count check or output verification per slide — so workflow clarity is capped at 3 despite the good sequencing. | 3 / 5 |
Progressive Disclosure | Good structure: overview, quick start, five capability sections each signaling a one-level-deep reference file (all five exist in the bundle), workflows, best practices, and troubleshooting. Not 5: the ~680-line main body inlines substantial detail (full multi-workflow code, per-section reference bullet lists, and a duplicated Resources catalog) that belongs in the already-present reference files, and the reference listings are stated twice rather than signaled once cleanly. | 4 / 5 |
Total | 15 / 20 Passed |