Content
86%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-engineered, evidence-pinned skill body: versioned API facts, executable commands for every bundled helper, a clearly sequenced preprocessing workflow with validation checkpoints, and clean one-level reference disclosure. Weaknesses are minor — some stacked caveat sentences could be tightened and an explicit validation-failure retry loop for the helper pipelines is not stated.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and procedural with no explanations of concepts Claude already knows; lists, tables, and commands dominate. A few passages stack multiple caveats into single sentences (e.g., RSA and EDA interpretation notes) and the citation-fetching instructions run long, so minor trimming is possible. Not 5 because a handful of sentences could be tightened without losing content; not 3 because padding is rare and localized. | 4 / 5 |
Actionability | Every workflow ships copy-paste-ready guidance: bash invocations with real flags for all six bundled helpers, executable Python snippets against real 0.2.13 signatures (ecg_process, eda_phasic, epochs_create, bio_process, complexity), and tables mapping helpers and reference files to purposes. Matches the fully executable, common-cases-covered anchor. | 5 / 5 |
Workflow Clarity | The 'Core workflow' gives a 10-step ordered preprocessing sequence, an 8-item data-contract checklist, and explicit validation checkpoints ('inspect before transforming', inspect_signal.py, validate_multimodal.py, 'Decide drop/pad/error before analysis'). Not 5 because no explicit fix-and-revalidate retry loop is stated for helper/batch operations — validation is present but error-recovery feedback is left implicit. | 4 / 5 |
Progressive Disclosure | The body is a true overview: a one-level-deep References table (all 12 files verified present in references/) organized by modality, a scripts table with purposes, and 'Read only the files needed for the modality or decision' guidance. No nesting, no inline dumps of material that belongs in reference files; navigation is easy and well-signaled. | 5 / 5 |
Total | 18 / 20 Passed |