The description mentions 'mock interview preparation' and 'generates' but the sentence is incomplete ('Generates.' with a period and no object). It names a domain but fails to describe concrete actions comprehensively.

The 'what' is incomplete (the sentence cuts off at 'Generates.') and there is no 'when' clause or explicit trigger guidance whatsoever. The missing 'Use when...' clause alone would cap this at 2, but the truncated capability description drops it to 1.

Contains some relevant keywords like 'mock interview', 'residency', and 'Match interviews' that users in this domain might naturally use, but is missing common variations like 'practice questions', 'interview prep', 'ERAS', 'medical residency', or 'behavioral questions'.

The combination of 'residency Match interviews' provides some niche specificity that distinguishes it from generic interview prep skills, but the incomplete description and lack of clear triggers could still cause overlap with other interview or medical education skills.

Extremely verbose and repetitive. Contains numerous sections that add no value (Risk Assessment, Security Checklist, Lifecycle Status, Evaluation Criteria with generic test cases). Multiple self-referential loops ('See ## Features above', 'See ## Prerequisites above', 'See ## Workflow above') that waste tokens. Generic boilerplate dominates over domain-specific content. The actual residency interview prep content (Features, Input Parameters, Output Format) is buried under layers of unnecessary scaffolding.

The Input Parameters table, Output Format JSON schema, and Features list provide some concrete guidance. However, the actual interview question generation logic is never shown—there's no example of a generated question, no sample STAR-format response, and the 'scripts/main.py' is referenced but never demonstrated with real domain-specific usage. The bash commands are concrete but generic (py_compile, --help).

The workflow section is entirely generic ('Confirm the user objective', 'Validate that the request matches the documented scope') with no residency-interview-specific steps. There are no validation checkpoints specific to interview prep quality. The 'Example run plan' is also generic boilerplate. No feedback loop for evaluating response quality or iterating on interview answers.

The document is a monolithic wall of text with 15+ sections, many of which are redundant or self-referential. References like 'See ## Features above' and 'See ## Prerequisites above' point to sections within the same document, creating confusion rather than clarity. The references/ directory is mentioned but never described. No clear hierarchy between essential and supplementary content.