How does this skill help reduce Anthropic API costs?

It provides specific patterns for Prompt Caching, which can save up to 90% on input tokens, and the Batches API, which offers a 50% discount for non-urgent tasks.

Does it include support for the Claude Agent SDK?

Yes, the skill includes patterns for building multi-step agentic loops with tool calls and automated reasoning.

Does this skill support the latest Claude 3.5 and 3.7 models?

Yes, it includes selection logic and implementation details for the full Claude family, including Sonnet, Opus, and Haiku models.

What is covered under the Vision section?

The skill demonstrates how to encode images in base64 and structure API calls to enable Claude to analyze diagrams, photos, and UI screenshots.

Can I use this for both Python and TypeScript projects?

Absolutely. The skill provides parity for both languages, covering installation, basic messages, and advanced streaming for both SDKs.

Claude API Integration Patterns

Name: Claude API Integration Patterns
Author: affaan-m

byaffaan-m

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156,032

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API Development

Provides production-ready code patterns and best practices for integrating Anthropic's Claude API into Python and TypeScript applications.

This skill equips developers with high-performance implementation patterns for the Anthropic Claude API and SDKs. It covers the full spectrum of modern AI application development, including real-time streaming, advanced tool use (function calling), vision processing, and 'extended thinking' for complex reasoning tasks. By integrating guidance on prompt caching and the Batches API, the skill helps teams optimize for both performance and cost-efficiency while maintaining robust error handling and secure environment configurations.

Key Features

01Standardized error handling and environment variable security

02156,032 GitHub stars

03Comprehensive Python and TypeScript SDK implementation patterns

04Advanced tool use and multi-step agentic workflow logic

05Cost optimization strategies including prompt caching and Batches API

06Implementation guides for vision models and extended thinking modes

Use Cases

01Implementing real-time streaming interfaces and visual analysis features

02Optimizing high-volume production workloads for cost and latency

03Building sophisticated AI agents using the Claude Agent SDK

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add affaan-m/everything-claude-code claude-api

For use in Claude.ai and ChatGPT

Key Features

01Standardized error handling and environment variable security

02156,032 GitHub stars

03Comprehensive Python and TypeScript SDK implementation patterns

04Advanced tool use and multi-step agentic workflow logic

05Cost optimization strategies including prompt caching and Batches API

06Implementation guides for vision models and extended thinking modes

Use Cases

01Implementing real-time streaming interfaces and visual analysis features

02Optimizing high-volume production workloads for cost and latency

03Building sophisticated AI agents using the Claude Agent SDK

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add affaan-m/everything-claude-code claude-api

For use in Claude.ai and ChatGPT