@youwen/ai-design-system/dist/validation/ai-feedback-engine.d.ts

Enterprise AI-driven design system with comprehensive design tokens

/**
 * AI反馈引擎
 * 为AI提供结构化的验证反馈，支持持续学习和改进
 */
import { AIFeedback, ValidationPipelineState } from './validation-pipeline';
export declare const AI_FEEDBACK_CONFIG: {
    feedbackStrategy: {
        immediateStop: string[];
        retryable: string[];
        learnable: string[];
    };
    learningWeights: {
        errorFrequency: number;
        fixSuccess: number;
        retryCount: number;
        timeToFix: number;
    };
    codeExamples: {
        componentStructure: string;
        layoutCorrection: string;
        themeConfiguration: string;
        accessibilityFix: string;
    };
};
export declare class ErrorPatternAnalyzer {
    private errorHistory;
    recordError(sessionId: string, errorCode: string, context: any, retryCount: number): void;
    markErrorFixed(sessionId: string, errorCode: string): void;
    analyzeErrorPatterns(sessionId?: string): {
        commonErrors: Array<{
            code: string;
            frequency: number;
            avgRetries: number;
        }>;
        improvementTrends: Array<{
            code: string;
            trend: 'improving' | 'stable' | 'worsening';
        }>;
        fixSuccessRate: number;
    };
    getFixSuggestions(errorCode: string): string[];
}
export declare class AIFeedbackGenerator {
    private errorAnalyzer;
    generateFeedback(pipelineState: ValidationPipelineState, layerResult: any, sessionId: string): AIFeedback;
    private generateLayerSpecificFeedback;
    private generateLayer1Feedback;
    private generateLayer2Feedback;
    private generateLayer3Feedback;
    private generateLayer4Feedback;
    private generateImprovementSuggestions;
    private generateCodeExamples;
    private generateLearningInsights;
    private generateRecommendedActions;
    private extractValidValues;
    markErrorFixed(sessionId: string, errorCode: string): void;
    getLearningStats(sessionId?: string): {
        totalErrors: number;
        fixedErrors: number;
        fixSuccessRate: number;
        avgRetriesPerError: number;
        mostCommonErrors: string[];
    };
}
declare module './validation-pipeline' {
    interface AIFeedback {
        learningInsights?: {
            improvementAreas: string[];
            successPatterns: string[];
            recommendations: string[];
        };
        errorPatterns?: {
            commonErrors: Array<{
                code: string;
                frequency: number;
                avgRetries: number;
            }>;
            improvementTrends: Array<{
                code: string;
                trend: 'improving' | 'stable' | 'worsening';
            }>;
            fixSuccessRate: number;
        };
        recommendedActions?: Array<{
            action: string;
            priority: 'high' | 'medium' | 'low';
            description: string;
        }>;
    }
}
export declare const defaultAIFeedbackGenerator: AIFeedbackGenerator;