clade-core-workflow-a
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".
Best use case
clade-core-workflow-a is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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".
Teams using clade-core-workflow-a should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/clade-core-workflow-a/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How clade-core-workflow-a Compares
| Feature / Agent | clade-core-workflow-a | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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.Related Skills
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