Content
65%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.
Well-structured with strong progressive disclosure and actionable code examples, but weakened by padded capability restatements and a lack of validation checkpoints in the physical/batch pipetting workflows, which caps workflow clarity.
Suggestions
Trim the 'When to Use' and per-capability bullet lists that restate the description or explain self-evident operations like aspirate/dispense, keeping only guidance Claude would not already know.
Add explicit validation/verification checkpoints to the workflows (e.g., verify deck assignment succeeded, confirm tip pickup, check volumes before dispensing) so the batch pipetting flow has a validate-fix-retry loop.
Close actionability gaps by including the missing imports (TIP_CAR_480_A00, Cos_96_DW_1mL) and defining tip_rack in the Quick Start example so snippets are copy-paste runnable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient, but the 10-bullet 'When to Use' list and the per-capability bullet lists restate the description and explain operations (e.g., 'Aspirate, dispense, transfer liquids between wells') that Claude already knows, adding padding that could be trimmed. | 3 / 5 |
Actionability | Provides concrete, mostly executable Python in Quick Start and two Common Workflows covering setup and operations, with minor gaps such as undefined tip_rack and omitted labware imports. | 4 / 5 |
Workflow Clarity | Operations appear as code sequences rather than a sequenced workflow, and the batch/physical pipetting workflows include no validation or verify-step checkpoints; per the rubric cap, destructive/batch workflows without validation cannot exceed 3. | 3 / 5 |
Progressive Disclosure | A clear overview routes each of six capability areas to a verified, one-level-deep references/*.md file, keeping the bulk of detail out of SKILL.md while keeping navigation explicit and shallow. | 5 / 5 |
Total | 15 / 20 Passed |