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Commands Implementation

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Implemented

The weather orchestrator command is implemented in this repo as the entry point of the Command → Agent → Skill architecture pattern, demonstrating how commands orchestrate multi-step workflows.


Weather Orchestrator

File: .claude/commands/weather-orchestrator.md

---
description: Fetch weather data for Dubai and create an SVG weather card
model: haiku
---

# Weather Orchestrator Command

Fetch the current temperature for Dubai, UAE and create a visual SVG weather card.

## Workflow

### Step 1: Ask User Preference
Use the AskUserQuestion tool to ask the user whether they want the temperature
in Celsius or Fahrenheit.

### Step 2: Fetch Weather Data
Use the Agent tool to invoke the weather agent:
- subagent_type: weather-agent
- prompt: Fetch the current temperature for Dubai, UAE in [unit]...

### Step 3: Create SVG Weather Card
Use the Skill tool to invoke the weather-svg-creator skill:
- skill: weather-svg-creator

...

The command orchestrates the entire workflow: it asks the user for their temperature unit preference, invokes the weather-agent via the Agent tool, and then invokes the weather-svg-creator skill via the Skill tool.


How to Use

$ claude
> /weather-orchestrator

How to Implement

Ask Claude to create one for you — it will generate the markdown file with YAML frontmatter and body in .claude/commands/<name>.md


Orchestration Workflow

The weather orchestrator is the Command in the Command → Agent → Skill orchestration pattern. It serves as the entry point — handling user interaction (temperature unit preference), delegating data fetching to the weather-agent, and invoking the weather-svg-creator skill for visual output.

Command Skill Agent Architecture Flow

Component Role This Repo
Command Entry point, user interaction /weather-orchestrator
Agent Fetches data with preloaded skill (agent skill) weather-agent with weather-fetcher
Skill Creates output independently (skill) weather-svg-creator