ConversationalRoleAdherenceScorer
Measures how well an AI maintains its assigned role or persona throughout a conversation. Evaluates consistency in tone, vocabulary, knowledge boundaries, and behavioral patterns that define the assigned role. Overlaps with safety for persona compliance.
Overview
Measures how well an AI maintains its assigned role or persona throughout a conversation. Evaluates consistency in tone, vocabulary, knowledge boundaries, and behavioral patterns that define the assigned role. Overlaps with safety for persona compliance.
Use Cases
- Autonomous AI agent evaluation
- Safety and compliance monitoring
- Conversational AI quality assessment
How It Works
This scorer uses LLM-as-Judge technology to evaluate responses. It prompts a large language model with specific evaluation criteria and the content to assess, then analyzes the LLM's judgment to produce a score and detailed reasoning.
Input Schema
| Parameter | Type | Required | Description |
|---|---|---|---|
| output_text | str | Yes | The model's response to evaluate |
| context.system_prompt | str | Yes | The role/persona definition from system prompt |
| context.conversation | Conversation | No | Conversation context with history |
Output Schema
| Field | Type | Description |
|---|---|---|
| score | float | Role adherence score (0-10) |
| passed | bool | True if role is maintained |
| reasoning | str | Role adherence analysis |
| metadata | dict | Deviation details if any |
Score Interpretation
Default threshold: 7/10
Related Scorers
Frequently Asked Questions
When should I use this scorer?
Use ConversationalRoleAdherenceScorer when you need to evaluate conversational and agent aspects of your AI outputs. It's particularly useful for autonomous ai agent evaluation.
Why doesn't this scorer need expected output?
This scorer evaluates quality aspects that don't require comparison against a reference answer. It uses the system prompt and context as the implicit ground truth.
Can I customize the threshold?
Yes, the default threshold of 7 can be customized when configuring the scorer.
Quick Info
Ready to try ConversationalRoleAdherenceScorer?
Start evaluating your AI agents with Noveum.ai's comprehensive scorer library.
Explore More Scorers
Discover 68+ LLM-as-Judge scorers for comprehensive AI evaluation
