Clade Core Workflow A

---
name: clade-core-workflow-a
description: "'Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Use when looking for the primary Anthropic workflow. Trigger with \"anthropic workflow\", \"claude main workflow\". '"
allowed-tools: "Read"
category: backend-and-data
source_repo: jeremylongshore/claude-code-plugins-plus-skills
source_path: "skills/.curated/clade-core-workflow-a/SKILL.md"
source_url: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/HEAD/skills/.curated/clade-core-workflow-a/SKILL.md
---

# 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

| Issue | Solution |
|-------|----------|
| Skill not found | Run `clade-model-inference` directly |

## Examples

```typescript
// 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](https://docs.anthropic.com/en/api/messages)
- [Streaming](https://docs.anthropic.com/en/api/messages-streaming)

## Next Steps

Run `clade-model-inference` for the complete guide.

---

**Source:** [`jeremylongshore/claude-code-plugins-plus-skills`](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) → `skills/.curated/clade-core-workflow-a/SKILL.md`

**Also appears in:** `jeremylongshore/claude-code-plugins-plus-skills/plugins/saas-packs/claude-pack/skills/clade-core-workflow-a/SKILL.md`