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claude-api

Guide Claude API projects across SDKs, caching, tool use, and model migrations.

Updated Nov 22, 2024
Search Tags:#migration#tool-use#claude-api#prompt-caching#anthropic-sdk#managed-agents
One-click install
npx skills add https://github.com/creamgod45/CGCloud --skill claude-api-creamgod45
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-api
Source: https://github.com/creamgod45/CGCloud/tree/main/.agents/skills/claude-api
Command: npx skills add https://github.com/creamgod45/CGCloud --skill claude-api-creamgod45

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Build, debug, and migrate Claude API projects using the official Anthropic SDKs and Managed Agents workflows.

Core Features & Use Cases

  • Guides for multi-language Claude API integration (Python, TypeScript, Go, Java, PHP, Ruby, C#) and for migrating between model versions.
  • Patterns for prompt caching, adaptive thinking, tool use, and Managed Agents flows.
  • Error handling, model migration steps, and best practices for beta features.

Quick Start

Load Claude API integration by following the official SDK docs and start a sample project to migrate from 4.x to 4.7.

Frequently Asked Questions about claude-api

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

FAQPage Schema
How do I migrate Claude API projects between model versions using the Anthropic SDK?▼

Claude API prompt caching optimizes latency and token usage by caching large context blocks across sequential requests in your Anthropic SDK integration. It works by reusing cached prefixes, reducing the need to reprocess identical prompts repeatedly.

Can I use the Claude API with programming languages other than Python and TypeScript?▼

Adaptive thinking and tool use in the Claude API allow models to dynamically select tools and reason through complex tasks. By defining tool schemas in your Anthropic SDK code, the model can invoke external functions and return structured outputs.

What are Managed Agents workflows in the Claude API and how do I implement them?▼

Managed Agents workflows in the Claude API provide structured patterns for orchestrating complex multi-step tasks. Implement them using the Anthropic SDK by defining agent loops, managing state, and utilizing tool use to achieve autonomous task completion.

Why is my Claude API integration returning errors after a model migration?▼

Claude API integration errors after a model migration typically stem from incorrect model IDs, deprecated beta headers, or outdated Anthropic SDK versions. Debug by verifying the model ID string, updating SDK dependencies, and checking the official docs for required header changes.

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