explain_decision
Explain any AI decision by providing the decision and key contributing factors. Get a plain-language report instantly.
Instructions
Generate a human-readable explanation of an AI decision.
Args: decision: The AI decision or prediction to explain (e.g. "Loan application denied"). factors: Comma-separated contributing factors (e.g. "credit_score:620,income:35000,debt_ratio:0.45"). Leave empty for generic guidance. api_key: Optional MEOK API key for pro tier.
Behavior: This tool generates structured output without modifying external systems. Output is deterministic for identical inputs. No side effects. Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage.
When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards.
When NOT to use: Not suitable for real-time production decision-making without human review of results.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| decision | Yes | ||
| factors | No | ||
| api_key | No |