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jeffpecky
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claude-api

Build, debug, and optimize Claude API applications with the Anthropic SDK.

Updated May 30, 2026
Search Tags:#debugging#application development#claude api#code optimization#anthropic sdk
One-click install
npx skills add https://github.com/jeffpecky/vortex --skill claude-api-jeffpecky
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-api
Source: https://github.com/jeffpecky/vortex/tree/main/src/skills/bundled/claude-api
Command: npx skills add https://github.com/jeffpecky/vortex --skill claude-api-jeffpecky

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps developers build, debug, and optimize applications using the Claude API and Anthropic SDK. It automates routine tasks, explains complex code, and manages git workflows through natural language commands.

Core Features & Use Cases

  • API Development: Streamline the process of building Claude API/Anthropic SDK applications.
  • Debugging: Quickly identify and fix issues in Claude-based applications.
  • Optimization: Improve the performance and efficiency of Claude-based applications.
  • Use Case: For instance, a developer can use this Skill to add caching to a Claude API application, or to migrate existing Claude API code between different model versions.

Quick Start

Use the claude-api skill to add caching to your Claude API application or to migrate existing code between different model versions.

Frequently Asked Questions about claude-api

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I add caching to a Claude API application using the Anthropic SDK?▼

This Skill automates adding caching to your Claude API application by generating the necessary Anthropic SDK code through natural language commands. It streamlines the optimization process directly within your existing project environment.

Can I migrate existing Claude API code between different model versions?▼

You can migrate existing Claude API code between different model versions by instructing the Skill to handle the transition. It automatically updates your Anthropic SDK application code to target the desired model version.

Does the Anthropic SDK debugging support work with TypeScript and Python?▼

Yes, debugging support works with TypeScript and Python, alongside Java, Go, Ruby, C#, PHP, and cURL. The Skill helps developers quickly identify and fix issues in Claude-based applications across these supported programming languages.

Do I need the Anthropic SDK installed before using Claude API optimization features?▼

Yes, the Anthropic SDK must be present in your project before using optimization features. The Skill requires this dependency to automate routine tasks and improve the performance efficiency of your Claude-based applications.

Why is my Claude API application not optimizing code performance efficiently?▼

Your Claude API application may lack proper caching or use an outdated model version. You can resolve this by using the Skill to add caching mechanisms and automatically migrate your existing code to the latest Anthropic SDK model version.

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