Optimize Vast.ai costs through tier selection, sampling, and usage monitoring. Use when analyzing Vast.ai billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "vastai cost", "vastai billing", "reduce vastai costs", "vastai pricing", "vastai expensive", "vastai budget".
4.0
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DevOps & Infrastructure
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This skill provides basic cost optimization guidance with code templates for monitoring and estimation, but suffers from a critical mismatch: Vast.ai is a GPU rental marketplace, not an API service with request-based pricing tiers. The description is misleading—a CLI agent would invoke this expecting API cost optimization but receive GPU rental advice instead. The technical content (batching, caching, monitoring patterns) is sound and moderately useful, with clear structure and working TypeScript examples. However, the skill offers minimal novelty—these are generic cost optimization patterns applicable to any cloud service that a capable CLI agent could generate independently without significant token expenditure. The domain knowledge appears confused about what Vast.ai actually offers, significantly limiting practical applicability.
jeremylongshore
Skill Author
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