feat: implement code quality dashboard with architecture violation tracking

Implement comprehensive code quality dashboard (Phase 2-4) to track and manage
architecture violations found by the validation script.

Backend Implementation:
- Add JSON output support to validate_architecture.py script
- Create CodeQualityService with scan management, violation tracking, and statistics
- Implement REST API endpoints for code quality management:
  * POST /admin/code-quality/scan - trigger new architecture scan
  * GET /admin/code-quality/scans - list scan history
  * GET /admin/code-quality/violations - list violations with filtering/pagination
  * GET /admin/code-quality/violations/{id} - get violation details
  * POST /admin/code-quality/violations/{id}/assign - assign to developer
  * POST /admin/code-quality/violations/{id}/resolve - mark as resolved
  * POST /admin/code-quality/violations/{id}/ignore - mark as ignored
  * POST /admin/code-quality/violations/{id}/comments - add comments
  * GET /admin/code-quality/stats - dashboard statistics
- Fix architecture_scan model imports to use app.core.database

Frontend Implementation:
- Create code quality dashboard page (code-quality-dashboard.html)
  * Summary cards for total violations, errors, warnings, health score
  * Status breakdown (open, assigned, resolved, ignored)
  * Trend visualization for last 7 scans
  * Top violating files list
  * Violations by rule and module
  * Quick action links
- Create violations list page (code-quality-violations.html)
  * Filterable table by severity, status, rule ID, file path
  * Pagination support
  * Violation detail view links
- Add Alpine.js components (code-quality-dashboard.js, code-quality-violations.js)
  * Dashboard state management and scan triggering
  * Violations list with filtering and pagination
  * API integration with authentication
- Add "Code Quality" navigation link in admin sidebar (Developer Tools section)

Routes:
- GET /admin/code-quality - dashboard page
- GET /admin/code-quality/violations - violations list
- GET /admin/code-quality/violations/{id} - violation details

Features:
- Real-time scan execution from UI
- Technical debt score calculation (0-100 scale)
- Violation workflow: open → assigned → resolved/ignored
- Trend tracking across multiple scans
- File and module-level insights
- Assignment system with priorities and due dates
- Collaborative comments on violations

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

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

app/api/v1/admin/__init__.py

@@ -13,6 +13,7 @@ This module combines all admin-related JSON API endpoints:
 - Audit logging
 - Platform settings
 - Notifications and alerts
+- Code quality and architecture validation
 
 IMPORTANT:
 - This router is for JSON API endpoints only
@@ -35,7 +36,8 @@ from . import (
     audit,
     settings,
     notifications,
-    content_pages
+    content_pages,
+    code_quality
 )
 
 # Create admin router
@@ -107,5 +109,13 @@ router.include_router(settings.router, tags=["admin-settings"])
 # Include notifications and alerts endpoints
 router.include_router(notifications.router, tags=["admin-notifications"])
 
+
+# ============================================================================
+# Code Quality & Architecture
+# ============================================================================
+
+# Include code quality and architecture validation endpoints
+router.include_router(code_quality.router, prefix="/code-quality", tags=["admin-code-quality"])
+
 # Export the router
 __all__ = ["router"]