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    Interface FeedbackInsight

    Insight extracted from transformation feedback by analyzePatterns.

    interface FeedbackInsight {
        confidence: number;
        description: string;
        examples: string[];
        occurrences: number;
        pattern: string;
        recommendation: string;
        successRate: number;
        type:
            | "success-pattern"
            | "failure-pattern"
            | "anti-pattern"
            | "quality-trend";
    }
    Index

    Properties

    confidence description examples occurrences pattern recommendation successRate type

    Properties

    confidence: number

    Average decision confidence of the pattern, raised to a floor for failure (0.5) and quality (0.6) insights.

    description: string

    Human-readable description.

    examples: string[]

    Up to three transformation IDs that show the pattern.

    occurrences: number

    Number of records behind the insight (failures for failure patterns).

    pattern: string

    Pattern key in the form <rule category>:<file type>.

    recommendation: string

    Suggested action.

    successRate: number

    Share of successful transformations in the pattern (0-1).

    type: "success-pattern" | "failure-pattern" | "anti-pattern" | "quality-trend"

    Kind of insight.

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