feat(quantum): NQED and AV-QKCM crates with verification framework

.claude/agentic-flow-fast.sh

@@ -0,0 +1,22 @@
+#!/bin/bash
+# Fast agentic-flow hooks wrapper - avoids npx overhead
+# Usage: .claude/agentic-flow-fast.sh workers <command> [args...]
+
+# Find agentic-flow CLI - check local first, then global
+AGENTIC_CLI=""
+
+# Check local npm package (for development)
+if [ -f "$PWD/node_modules/agentic-flow/bin/cli.js" ]; then
+  AGENTIC_CLI="$PWD/node_modules/agentic-flow/bin/cli.js"
+# Check global npm installation
+elif [ -f "$PWD/node_modules/.bin/agentic-flow" ]; then
+  exec "$PWD/node_modules/.bin/agentic-flow" "$@"
+elif command -v agentic-flow &> /dev/null; then
+  exec agentic-flow "$@"
+# Fallback to npx (slow but works)
+else
+  exec npx agentic-flow@alpha "$@"
+fi
+
+# Execute with node directly (fast path)
+exec node "$AGENTIC_CLI" "$@"

.claude/agents/analysis/code-analyzer.md

@@ -5,8 +5,18 @@ color: indigo
 priority: high
 hooks:
   pre: |
+    echo "🧠 Code Analyzer activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     npx claude-flow@alpha hooks pre-task --description "Code analysis agent starting: ${description}" --auto-spawn-agents false
   post: |
+    echo "✅ Code Analyzer complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     npx claude-flow@alpha hooks post-task --task-id "analysis-${timestamp}" --analyze-performance true
 metadata:
   description: Advanced code quality analysis agent for comprehensive code reviews and improvements
@@ -25,6 +35,18 @@ metadata:
 
 # Code Analyzer Agent
 
+## 🧠 Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+- **Code metrics**: Tracks quality trends over time
+
+CLI: `node .claude/intelligence/cli.js stats`
+
+---
+
 An advanced code quality analysis specialist that performs comprehensive code reviews, identifies improvements, and ensures best practices are followed throughout the codebase.
 
 ## Core Responsibilities

.claude/agents/analysis/code-review/analyze-code-quality.md

@@ -103,6 +103,11 @@ optimization:
 
 hooks:
   pre_execution: |
+    echo "🧠 Code Quality Analyzer activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "🔍 Code Quality Analyzer initializing..."
     echo "📁 Scanning project structure..."
     # Count files to analyze
@@ -111,7 +116,11 @@ hooks:
     echo "📋 Checking for code quality configs..."
     ls -la .eslintrc* .prettierrc* .pylintrc tslint.json 2>/dev/null || echo "No linting configs found"
   post_execution: |
-    echo "✅ Code quality analysis completed"
+    echo "✅ Code Quality Analyzer complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     echo "📊 Analysis stored in memory for future reference"
     echo "💡 Run 'analyze-refactoring' for detailed refactoring suggestions"
   on_error: |
@@ -127,6 +136,18 @@ examples:
 
 # Code Quality Analyzer
 
+## 🧠 Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+- **Quality metrics**: Tracks code smells over time
+
+CLI: `node .claude/intelligence/cli.js stats`
+
+---
+
 You are a Code Quality Analyzer performing comprehensive code reviews and analysis.
 
 ## Key responsibilities:

.claude/agents/architecture/system-design/arch-system-design.md

@@ -104,12 +104,21 @@ optimization:
 
 hooks:
   pre_execution: |
+    echo "🧠 System Architect activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "🏗️ System Architecture Designer initializing..."
     echo "📊 Analyzing existing architecture..."
     echo "Current project structure:"
     find . -type f -name "*.md" | grep -E "(architecture|design|README)" | head -10
   post_execution: |
-    echo "✅ Architecture design completed"
+    echo "✅ System Architect complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     echo "📄 Architecture documents created:"
     find docs/architecture -name "*.md" -newer /tmp/arch_timestamp 2>/dev/null || echo "See above for details"
   on_error: |
@@ -125,6 +134,18 @@ examples:
 
 # System Architecture Designer
 
+## 🧠 Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+- **Architecture patterns**: Tracks design decisions
+
+CLI: `node .claude/intelligence/cli.js stats`
+
+---
+
 You are a System Architecture Designer responsible for high-level technical decisions and system design.
 
 ## Key responsibilities:

.claude/agents/base-template-generator.md

@@ -2,6 +2,31 @@
 name: base-template-generator
 description: Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features. This agent excels at generating clean, well-structured base templates that follow best practices and can be easily customized. Examples: <example>Context: User needs to start a new React component and wants a solid foundation. user: 'I need to create a new user profile component' assistant: 'I'll use the base-template-generator agent to create a comprehensive React component template with proper structure, TypeScript definitions, and styling setup.' <commentary>Since the user needs a foundational template for a new component, use the base-template-generator agent to create a well-structured starting point.</commentary></example> <example>Context: User is setting up a new API endpoint and needs a template. user: 'Can you help me set up a new REST API endpoint for user management?' assistant: 'I'll use the base-template-generator agent to create a complete API endpoint template with proper error handling, validation, and documentation structure.' <commentary>The user needs a foundational template for an API endpoint, so use the base-template-generator agent to provide a comprehensive starting point.</commentary></example>
 color: orange
+hooks:
+  pre: |
+    echo "🧠 Template Generator activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
+  post: |
+    echo "✅ Template Generator complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
+---
+
+## 🧠 Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+- **Template metrics**: Tracks generation patterns
+
+CLI: `node .claude/intelligence/cli.js stats`
+
 ---
 
 You are a Base Template Generator, an expert architect specializing in creating clean, well-structured foundational templates and boilerplate code. Your expertise lies in establishing solid starting points that follow industry best practices, maintain consistency, and provide clear extension paths.

.claude/agents/consensus/byzantine-coordinator.md

@@ -9,22 +9,41 @@ capabilities:
   - message_authentication
   - view_management
   - attack_mitigation
+  - distributed_systems
+  - rust_consensus
 priority: high
 hooks:
   pre: |
+    echo "🧠 Byzantine Coordinator activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "🛡️  Byzantine Coordinator initiating: $TASK"
     # Verify network integrity before consensus
     if [[ "$TASK" == *"consensus"* ]]; then
       echo "🔍 Checking for malicious actors..."
     fi
   post: |
-    echo "✅ Byzantine consensus complete"
-    # Validate consensus results
+    echo "✅ Byzantine Coordinator complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     echo "🔐 Verifying message signatures and ordering"
 ---
 
 # Byzantine Consensus Coordinator
 
+## Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+
+CLI: `node .claude/intelligence/cli.js stats`
+
 Coordinates Byzantine fault-tolerant consensus protocols ensuring system integrity and reliability in the presence of malicious actors.
 
 ## Core Responsibilities

.claude/agents/consensus/crdt-synchronizer.md

@@ -9,22 +9,41 @@ capabilities:
   - delta_synchronization
   - conflict_resolution
   - causal_consistency
+  - distributed_systems
+  - rust_consensus
 priority: high
 hooks:
   pre: |
+    echo "🧠 CRDT Synchronizer activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "🔄 CRDT Synchronizer syncing: $TASK"
     # Initialize CRDT state tracking
     if [[ "$TASK" == *"synchronization"* ]]; then
       echo "📊 Preparing delta state computation"
     fi
   post: |
-    echo "🎯 CRDT synchronization complete"
-    # Verify eventual consistency
-    echo "✅ Validating conflict-free state convergence"
+    echo "✅ CRDT Synchronizer complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
+    echo "🎯 Validating conflict-free state convergence"
 ---
 
 # CRDT Synchronizer
 
+## Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+
+CLI: `node .claude/intelligence/cli.js stats`
+
 Implements Conflict-free Replicated Data Types for eventually consistent distributed state synchronization.
 
 ## Core Responsibilities

.claude/agents/consensus/gossip-coordinator.md

@@ -9,22 +9,41 @@ capabilities:
   - state_synchronization
   - conflict_resolution
   - scalability_optimization
+  - distributed_systems
+  - rust_consensus
 priority: medium
 hooks:
   pre: |
+    echo "🧠 Gossip Coordinator activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "📡 Gossip Coordinator broadcasting: $TASK"
     # Initialize peer connections
     if [[ "$TASK" == *"dissemination"* ]]; then
       echo "🌐 Establishing peer network topology"
     fi
   post: |
-    echo "🔄 Gossip protocol cycle complete"
-    # Check convergence status
+    echo "✅ Gossip Coordinator complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     echo "📊 Monitoring eventual consistency convergence"
 ---
 
 # Gossip Protocol Coordinator
 
+## Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+
+CLI: `node .claude/intelligence/cli.js stats`
+
 Coordinates gossip-based consensus protocols for scalable eventually consistent distributed systems.
 
 ## Core Responsibilities

.claude/agents/consensus/performance-benchmarker.md

@@ -9,22 +9,41 @@ capabilities:
   - resource_monitoring
   - comparative_analysis
   - adaptive_tuning
+  - distributed_systems
+  - rust_consensus
 priority: medium
 hooks:
   pre: |
+    echo "🧠 Performance Benchmarker activated"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js pre-edit "$FILE" 2>/dev/null || true
+    fi
     echo "📊 Performance Benchmarker analyzing: $TASK"
     # Initialize monitoring systems
     if [[ "$TASK" == *"benchmark"* ]]; then
       echo "⚡ Starting performance metric collection"
     fi
   post: |
-    echo "📈 Performance analysis complete"
-    # Generate performance report
+    echo "✅ Performance Benchmarker complete"
+    if [ -d "/workspaces/ruvector/.claude/intelligence" ]; then
+      cd /workspaces/ruvector/.claude/intelligence
+      INTELLIGENCE_MODE=treatment node cli.js post-edit "$FILE" "true" 2>/dev/null || true
+    fi
     echo "📋 Compiling benchmarking results and recommendations"
 ---
 
 # Performance Benchmarker
 
+## Self-Learning Intelligence
+
+This agent integrates with RuVector's intelligence layer:
+- **Q-learning**: Improves routing based on outcomes
+- **Vector memory**: 4000+ semantic memories
+- **Error patterns**: Learns from failures
+
+CLI: `node .claude/intelligence/cli.js stats`
+
 Implements comprehensive performance benchmarking and optimization analysis for distributed consensus protocols.
 
 ## Core Responsibilities