Can it help with API cost optimization?

Yes, it includes specific patterns for Prompt Caching, Batch API usage, and strategic model selection to significantly reduce API expenses.

Which programming languages are supported?

This skill covers official Anthropic SDK implementations for both Python and TypeScript/JavaScript environments.

Is the Claude Agent SDK included?

Yes, the skill provides guidance and implementation patterns for using the Claude Agent SDK to build autonomous, multi-step AI agents.

What does this skill help with?

It provides ready-to-use code patterns and best practices for integrating Anthropic's Claude API into your software projects efficiently.

Does it support vision and tool use?

Absolutely, it contains detailed examples for analyzing images and defining tools that Claude can call to interact with external systems.

Claude API & SDK Patterns

Name: Claude API & SDK Patterns
Author: lyxjack

bylyxjack

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API Development

Provides comprehensive implementation patterns and best practices for integrating the Anthropic Claude API using Python and TypeScript SDKs.

This skill offers standardized usage patterns for the Anthropic Claude API, covering essential features from basic message creation to advanced capabilities like tool use, vision analysis, and extended thinking. It assists developers in building robust AI applications by providing optimized code snippets for streaming, prompt caching, and cost-efficient batch processing across the entire Claude model family. Whether you are building simple chatbots or complex autonomous agents, this skill ensures your implementation follows Anthropic's recommended architectural standards.

Key Features

01Advanced model capabilities including Tool Use, Vision, and Thinking

02Standardized error handling and environment configuration

03Performance optimization through Prompt Caching and Streaming

04Cost management strategies using Batch API and model selection

05Multi-language SDK support for Python and TypeScript

061 GitHub stars

Use Cases

01Optimizing API costs and latency in production environments

02Implementing complex multi-step tool-calling workflows

03Building LLM-powered applications with the Claude Agent SDK

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lyxjack/toolbox claude-api

For use in Claude.ai and ChatGPT