chore: recovery checkpoint - v3.0 API successfully recovered

CRITICAL CHECKPOINT - DO NOT PUSH TO GITHUB

Recovery Status:
- Successfully recovered brainy.ts from compiled JavaScript
- All core v3.0 API methods functional (add, get, update, delete, relate, find, etc.)
- Neural subsystem intact (562KB embedded patterns, NLP working)
- Augmentation pipeline operational (20+ augmentations)
- HNSW clustering system complete
- Triple Intelligence compiled (needs constructor fix)
- Test suite validates functionality

Changes preserved:
- 898 files with changes from last 3 days
- 144,475 insertions
- All augmentation improvements
- All test coverage enhancements
- Complete v3.0 feature set

This is a LOCAL checkpoint only - contains recovered work after corruption incident.
Created backup in .backups/brainy-full-20250910-151314.tar.gz

Branch: recovery-checkpoint-20250910-151433
Date: Wed Sep 10 03:18:04 PM PDT 2025

.recovery-workspace/dist-backup-20250910-141917/augmentations/neuralImport.d.ts

@@ -0,0 +1,145 @@
+/**
+ * Neural Import Augmentation - AI-Powered Data Understanding
+ *
+ * 🧠 Built-in AI augmentation for intelligent data processing
+ * ⚛️ Always free, always included, always enabled
+ *
+ * Now using the unified BrainyAugmentation interface!
+ */
+import { BaseAugmentation } from './brainyAugmentation.js';
+export interface NeuralAnalysisResult {
+    detectedEntities: DetectedEntity[];
+    detectedRelationships: DetectedRelationship[];
+    confidence: number;
+    insights: NeuralInsight[];
+}
+export interface DetectedEntity {
+    originalData: any;
+    nounType: string;
+    confidence: number;
+    suggestedId: string;
+    reasoning: string;
+    alternativeTypes: Array<{
+        type: string;
+        confidence: number;
+    }>;
+}
+export interface DetectedRelationship {
+    sourceId: string;
+    targetId: string;
+    verbType: string;
+    confidence: number;
+    weight: number;
+    reasoning: string;
+    context: string;
+    metadata?: Record<string, any>;
+}
+export interface NeuralInsight {
+    type: 'hierarchy' | 'cluster' | 'pattern' | 'anomaly' | 'opportunity';
+    description: string;
+    confidence: number;
+    affectedEntities: string[];
+    recommendation?: string;
+}
+export interface NeuralImportConfig {
+    confidenceThreshold: number;
+    enableWeights: boolean;
+    skipDuplicates: boolean;
+    categoryFilter?: string[];
+    dataType?: string;
+}
+/**
+ * Neural Import Augmentation - Unified Implementation
+ * Processes data with AI before storage operations
+ */
+export declare class NeuralImportAugmentation extends BaseAugmentation {
+    readonly name = "neural-import";
+    readonly timing: "before";
+    readonly metadata: {
+        reads: "*";
+        writes: string[];
+    };
+    operations: ("add" | "addNoun" | "addVerb" | "all")[];
+    readonly priority = 80;
+    protected config: NeuralImportConfig;
+    private analysisCache;
+    private typeMatcher;
+    constructor(config?: Partial<NeuralImportConfig>);
+    protected onInitialize(): Promise<void>;
+    protected onShutdown(): Promise<void>;
+    /**
+     * Execute augmentation - process data with AI before storage
+     */
+    execute<T = any>(operation: string, params: any, next: () => Promise<T>): Promise<T>;
+    /**
+     * Extract raw data from operation params
+     */
+    private extractRawData;
+    /**
+     * Get the full neural analysis result (for external use)
+     */
+    getNeuralAnalysis(rawData: Buffer | string, dataType?: string): Promise<NeuralAnalysisResult>;
+    /**
+     * Parse raw data based on type
+     */
+    private parseRawData;
+    /**
+     * Parse CSV data - handles quoted values, escaped quotes, and edge cases
+     */
+    private parseCSV;
+    /**
+     * Parse YAML data
+     */
+    private parseYAML;
+    /**
+     * Parse a YAML value (handle strings, numbers, booleans, null)
+     */
+    private parseYAMLValue;
+    /**
+     * Perform neural analysis on parsed data
+     */
+    private performNeuralAnalysis;
+    /**
+     * Infer noun type from object structure using intelligent type matching
+     */
+    private inferNounType;
+    /**
+     * Detect relationships from object references
+     */
+    private detectRelationships;
+    /**
+     * Infer verb type from field name using intelligent type matching
+     */
+    private inferVerbType;
+    /**
+     * Group entities by type
+     */
+    private groupByType;
+    /**
+     * Store neural analysis results
+     */
+    private storeNeuralAnalysis;
+    /**
+     * Helper to get data type from file path
+     */
+    private getDataTypeFromPath;
+    /**
+     * PUBLIC API: Process raw data (for external use, like Synapses)
+     * This maintains compatibility with code that wants to use Neural Import directly
+     */
+    processRawData(rawData: Buffer | string, dataType: string, options?: Record<string, unknown>): Promise<{
+        success: boolean;
+        data: {
+            nouns: string[];
+            verbs: string[];
+            confidence?: number;
+            insights?: Array<{
+                type: string;
+                description: string;
+                confidence: number;
+            }>;
+            metadata?: Record<string, unknown>;
+        };
+        error?: string;
+    }>;
+}