feat: implement comprehensive type safety system with BrainyTypes API

Major enhancements for type safety and developer experience:

- Add BrainyTypes static API for type management and AI-powered suggestions
- Implement strict type validation for all 31 NounType categories
- Remove dangerous generic add() method that bypassed type safety
- Add intelligent type inference with confidence scoring
- Provide helpful error messages with typo suggestions using Levenshtein distance
- Update all internal code, examples, and documentation to use typed methods
- Enhance CLI with new type management commands (types, suggest, validate)

Breaking changes:
- Remove deprecated add() method - use addNoun() with explicit type parameter
- All addNoun() calls now require explicit type as second parameter

This release significantly improves type safety across the entire system while
maintaining backward compatibility for properly typed method calls.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

src/augmentations/display/fieldPatterns.ts

@@ -255,7 +255,7 @@ export function getFieldPatterns(entityType: 'noun' | 'verb', specificType?: str
 
 /**
  * Priority fields for different entity types (for AI analysis)
- * Used by the IntelligentTypeMatcher and neural processing
+ * Used by the BrainyTypes and neural processing
  */
 export const TYPE_PRIORITY_FIELDS: Record<string, string[]> = {
   [NounType.Person]: [

src/augmentations/display/intelligentComputation.ts

@@ -2,7 +2,7 @@
  * Universal Display Augmentation - Intelligent Computation Engine
  * 
  * Leverages existing Brainy AI infrastructure for intelligent field computation:
- * - IntelligentTypeMatcher for semantic type detection
+ * - BrainyTypes for semantic type detection
  * - Neural Import patterns for field analysis  
  * - JSON processing utilities for field extraction
  * - Existing NounType/VerbType taxonomy (31+40 types)
@@ -15,7 +15,7 @@ import type {
   DisplayConfig
 } from './types.js'
 import type { VectorDocument, GraphVerb } from '../../coreTypes.js'
-import { IntelligentTypeMatcher, getTypeMatcher } from '../typeMatching/intelligentTypeMatcher.js'
+import { BrainyTypes, getBrainyTypes } from '../typeMatching/brainyTypes.js'
 import { getNounIcon, getVerbIcon } from './iconMappings.js'
 import { 
   getFieldPatterns, 
@@ -31,7 +31,7 @@ import { NounType, VerbType } from '../../types/graphTypes.js'
  * Coordinates AI-powered analysis with fallback heuristics
  */
 export class IntelligentComputationEngine {
-  private typeMatcher: IntelligentTypeMatcher | null = null
+  private typeMatcher: BrainyTypes | null = null
   private config: DisplayConfig
   private initialized = false
 
@@ -47,7 +47,7 @@ export class IntelligentComputationEngine {
 
     try {
       // 🧠 LEVERAGE YOUR EXISTING AI INFRASTRUCTURE
-      this.typeMatcher = await getTypeMatcher()
+      this.typeMatcher = await getBrainyTypes()
       if (this.typeMatcher) {
         console.log('🎨 Display computation engine initialized with AI intelligence')
       } else {
@@ -118,7 +118,7 @@ export class IntelligentComputationEngine {
   }
 
   /**
-   * AI-powered computation using your existing IntelligentTypeMatcher
+   * AI-powered computation using your existing BrainyTypes
    * @param data Entity data/metadata
    * @param entityType Type of entity (noun/verb)
    * @param options Additional options

src/augmentations/display/types.ts

@@ -114,7 +114,7 @@ export interface FieldComputationContext {
 }
 
 /**
- * Type matching result from IntelligentTypeMatcher
+ * Type matching result from BrainyTypes
  */
 export interface TypeMatchResult {
   type: string