Use Orchestration Tool

Starting Your First Chat

Artiforge is an advanced AI orchestration platform that leverages multiple specialized AI agents to handle complex development tasks. To get started with your first chat, follow this simple procedure:

Step 0: Use the correct LLM model

For best results, use a Thinking model such Claude Sonnet/Opus 4. These models excel at planning and reasoning tasks, making them ideal for orchestrating complex workflows.

Step 1: Initiate the Conversation

Start a new chat session (Agent mode) in your preferred platform or interface where Artiforge is available.

Step 2: Use the Artiforge Command Prefix

To activate Artiforge’s orchestration capabilities, your message must begin with the specific prefix: “use Artiforge tool to do this task:“

Step 3: Describe Your Task Clearly

After the prefix, provide a clear and detailed description of what you want to accomplish. Be specific about:

• The goal you want to achieve
• Any constraints or requirements
• Preferred technologies or frameworks
• Expected outcomes

Step 4: Submit and Wait for Orchestration

Send your message and allow Artiforge to process your request through its orchestration system.

Why the Command Prefix is Important

The command prefix “use Artiforge tool to do this task:” is crucial for several reasons:

• Activates Orchestration Mode: It signals to the system that you want to use Artiforge’s multi-agent orchestration rather than a simple conversational response
• Triggers Task Analysis: The prefix initiates Artiforge’s planning engine, which analyzes your request and breaks it down into manageable steps
• Ensures Proper Resource Allocation: It ensures that the appropriate specialized agents are assigned to different aspects of your task
• Maintains Consistency: Using the standard prefix helps Artiforge maintain consistent behavior and response quality across all interactions

How Artiforge Orchestrates Tasks

When you use the proper command prefix, Artiforge doesn’t just respond directly—it creates a comprehensive plan to orchestrate your task through multiple specialized AI agents:

Task Planning Phase

Artiforge first analyzes your request and creates a detailed execution plan. This plan identifies:

• The main objectives and deliverables
• Required skills and expertise areas
• Dependencies between different task components
• Optimal sequence of execution steps

Multi-Agent Execution

Once the plan is created, Artiforge assigns different specialized agents to execute each step:

• Planning Agent: Handles initial task analysis and strategy development
• Development Agent: Manages code writing, refactoring, and implementation
• Testing Agent: Oversees quality assurance, testing, and validation
• Documentation Agent: Creates and maintains project documentation
• Review Agent: Performs code reviews and optimization suggestions

Orchestration Benefits

This multi-agent approach provides several advantages:

• Specialized Expertise: Each agent brings deep knowledge in their specific domain
• Parallel Processing: Multiple steps can be worked on simultaneously when dependencies allow
• Quality Assurance: Built-in review and validation processes ensure high-quality outcomes
• Comprehensive Coverage: All aspects of development (planning, coding, testing, documentation) are handled systematically

Example Usage

Here’s how to structure your first Artiforge chat:

use Artiforge tool to do this task: Create a responsive React component for a user registration form that includes form validation, error handling, and integrates with a REST API.

This command will trigger Artiforge’s orchestration system to:

1. Plan the component architecture
2. Generate the React code with proper validation
3. Create unit tests
4. Write documentation
5. Perform a final review

Best Practices

• Use Thinking models Claude Sonnet/Opus 4 are the best for planning and reasoning tasks. Top for complex tasks
• Be Clear and Concise: The more specific your task description, the better the outcome
• Set Realistic Expectations: Understand that complex tasks may take longer to orchestrate and complete
• Always start with the exact prefix: “use Artiforge tool to do this task:”
• Be specific about your requirements and constraints
• Include any preferred technologies or frameworks
• Provide context about your project’s existing structure if applicable
• Review the generated plan before execution begins