How to represent user onboarding sequences inside MCP?

 

Step 1: Define System Instructions

 

To start representing user onboarding sequences in MCP, you need to define the system instructions. These instructions set the foundational behavior of the model.

instructions = {
"system_instructions": "You are a virtual assistant guiding users through an onboarding process."
}

 

Step 2: Create a User Profile

 

Develop the user profile to customize the experience according to the specific needs and preferences of the user being onboarded.

user_profile = {
"name": "John Doe",
"preferences": {
"learning_style": "visual",
"communication_preference": "email"
},
"goals": ["understand platform basics", "complete initial setup"]
}

 

Step 3: Define Document Context

 

Document context should include any resources or guides that will be useful during the onboarding session.

document_context = {
"knowledge_base": [
{"title": "Getting Started Guide", "url": "https://example.com/getting-started"},
{"title": "Feature Overview", "url": "https://example.com/feature-overview"}
],
"recent_uploads": []
}

 

Step 4: Set Active Tasks/Goals

 

Identify and specify the active tasks and goals for the user to achieve comprehension and successful onboarding.

active_tasks = {
"current_objectives": [
"Create user account",
"Complete profile setup",
"Take introductory tour"
],
"to_dos": ["Watch tutorial video", "Read welcome email"]
}

 

Step 5: Define Tool Access

 

Specify what tools the model can utilize or refer to throughout the onboarding process, such as web access or databases.

tool_access = {
"available_tools": ["web", "database"],
"api_access": ["GET /user-profile", "POST /setup"]
}

 

Step 6: Establish Rules / Constraints

 

Set the necessary rules and constraints to maintain proper guidance and adherence to platform policies.

rules_constraints = {
"constraints": [
"Do not bypass security protocols",
"Ensure data privacy compliance"
]
}

 

Step 7: Assemble MCP Context

 

Combine all your defined components to form the complete MCP representation of the user onboarding sequence.

mcp_context = {
"instructions": instructions,
"user_profile": user_profile,
"document_context": document_context,
"active_tasks": active_tasks,
"tool_access": tool_access,
"rules_constraints": rules_constraints
}

 

Step 8: Implementation and Integration

 

Finally, implement the generated MCP context into your AI system, allowing it to accurately guide users through their onboarding experience.

def initiate_onboarding(mcp_context):
# Example function to simulate how the context is utilized
print("Beginning onboarding process with the following context:")
print(mcp_context)

initiate_onboarding(mcp_context)