anthropic-api

To integrate the Claude API, use the Python or TypeScript SDKs to instantiate the client and call models like claude-sonnet-4-5-20250514. This skill provides practical setup patterns and usage guidelines for building efficient Claude API integrations across both SDKs.

The best way to optimize Claude API costs is to apply prompt caching, batch processing, and streaming techniques. This skill details methods for efficient tool usage and performance tuning to reduce overall API expenditure while maintaining response quality.

Handle Claude API errors and monitor production applications by implementing robust retry logic, comprehensive logging, and deployment readiness checks. This skill enforces best practices for secure usage, error handling, and continuous monitoring of Claude-based services.

Yes, you can use prompt caching and batch processing with the Anthropic API to manage costs and improve throughput. This skill outlines how to apply these techniques alongside streaming and efficient tool usage within your Claude integrations.

Yes, this Claude API guidance covers tool use and streaming responses as core features. It provides practical patterns for implementing these capabilities efficiently within your Python or TypeScript SDK integrations for production readiness.