Generated
Validation
Total
12/16Score
Passed| Criteria | Score |
|---|---|
description_trigger_hint | Description may be missing an explicit 'when to use' trigger hint (e.g., 'Use when...') |
metadata_version | 'metadata' field is not a dictionary |
license_field | 'license' field is missing |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata |
Implementation
Suggestions 3
Score
77%Overall Assessment
This is a well-structured, highly actionable skill with excellent executable code examples and clear TDD workflow. The main weaknesses are verbosity (browser support tables, repeated anti-pattern explanations) and the monolithic structure that could benefit from splitting detailed patterns into separate reference files. The content demonstrates strong technical depth but could be more token-efficient.
Suggestions
- Move detailed implementation patterns (sections 4.2-4.5) to a separate PATTERNS.md file and keep only the core useAudioContext example in the main skill
- Remove the browser support table - Claude can look this up if needed, and version numbers become stale
- Consolidate the anti-patterns section with the quality standards section to reduce repetition
| Dimension | Score | Reasoning |
|---|---|---|
Conciseness | 2/3 | The skill is comprehensive but includes some unnecessary verbosity, such as the browser support table and extensive explanations of patterns Claude would already understand. The 'Common Mistakes' section repeats concepts already covered in implementation patterns. |
Actionability | 3/3 | Excellent executable code examples throughout - all TypeScript snippets are complete, copy-paste ready, and include proper imports and type definitions. The composables are fully functional implementations. |
Workflow Clarity | 3/3 | Clear TDD workflow with explicit steps (write test → implement → refactor → verify). The pre-implementation checklist provides explicit validation checkpoints across three phases, and the implementation patterns show proper cleanup and error handling. |
Progressive Disclosure | 2/3 | Content is well-organized with clear sections, but the skill is quite long (~400 lines) with detailed implementation patterns that could be split into separate reference files. Only one external reference mentioned (references/advanced-patterns.md) at the very end. |
Activation
Suggestions 3
Score
33%Overall Assessment
This description is too brief and lacks the explicit trigger guidance needed for effective skill selection. While it identifies the technology (Web Audio API) and general purpose (JARVIS audio), it fails to specify concrete actions or provide 'Use when...' clauses. The project-specific term 'JARVIS' may help with distinctiveness but won't help users who don't know that terminology.
Suggestions
- Add a 'Use when...' clause with natural trigger terms like 'play sound', 'audio playback', 'voice input', 'microphone', 'speech synthesis'
- List specific concrete actions such as 'play audio feedback sounds, process voice input, synthesize speech responses, manage audio contexts'
- Either explain what JARVIS is or replace with more universal terms that users would naturally say when needing this skill
| Dimension | Score | Reasoning |
|---|---|---|
Specificity | 2/3 | Names the domain (Web Audio API) and mentions two actions (audio feedback, voice processing), but lacks concrete specifics about what operations are performed - no details like 'play sounds', 'record audio', 'apply filters', etc. |
Completeness | 1/3 | Only addresses 'what' at a high level and completely lacks any 'when' guidance. No 'Use when...' clause or equivalent trigger guidance, which per the rubric should cap this at 2, but the 'what' is also weak. |
Trigger Term Quality | 2/3 | Includes some relevant terms ('Web Audio API', 'audio feedback', 'voice processing') but 'JARVIS' is project-specific jargon that users may not naturally use. Missing common variations like 'sound', 'audio playback', 'microphone', 'speech'. |
Distinctiveness Conflict Risk | 2/3 | 'JARVIS' provides some project-specific context and 'Web Audio API' is fairly specific, but 'audio feedback' and 'voice processing' could overlap with other audio-related skills. The scope boundaries are unclear. |
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