Imported from jeremylongshore/tons-of-skills-marketplace (plugins/saas-packs/claude-pack/skills/clade-core-workflow-a/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-core-workflow-a. Copyright stays with the author (MIT).

Anthropic Core Workflow A → Model Inference

Overview

This skill redirects to clade-model-inference which covers streaming, vision, structured output, and all Messages API patterns.

Prerequisites

• Completed clade-install-auth setup
• ANTHROPIC_API_KEY configured

Instructions

Step 1: Use claude-model-inference instead

This skill has been replaced. The primary Anthropic workflow is the Messages API, covered in full by clade-model-inference.

Step 2: Key topics covered there

• Streaming responses with client.messages.stream()
• Vision — sending images to Claude
• Structured JSON output via system prompts
• Multi-turn conversations
• All Messages API parameters

Output

• Redirected to clade-model-inference
• All Messages API patterns available there

Error Handling

Examples

// Use claude-model-inference for the full Messages API guide
import Anthropic from '@claude-ai/sdk';
const client = new Anthropic();
const stream = client.messages.stream({
  model: 'claude-sonnet-4-20250514',
  max_tokens: 1024,
  messages: [{ role: 'user', content: 'Hello!' }],
});

Resources

• Messages API
• Streaming

Next Steps

Run clade-model-inference for the complete guide.