Apply production-ready Vast.ai SDK patterns for TypeScript and Python. Use when implementing Vast.ai integrations, refactoring SDK usage, or establishing team coding standards for Vast.ai. Trigger with phrases like "vastai SDK patterns", "vastai best practices", "vastai code patterns", "idiomatic vastai".
5.2
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0
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AI & LLM
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This skill provides well-structured SDK patterns for Vast.ai with clear code examples covering singleton pattern, error handling, retry logic, and validation. The description adequately explains when to use it. However, the novelty is low - these are standard software engineering patterns (singleton, retry with exponential backoff, error wrappers) that a capable CLI agent could generate on demand. The patterns shown are generic best practices applicable to virtually any SDK, not Vast.ai-specific challenges. The skill would be more valuable if it addressed unique Vast.ai quirks, complex GPU instance lifecycle management, or non-obvious API behavior. Structure is decent but could benefit from separating Python and TypeScript examples into separate referenced files for clarity.
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