docs: fix broken links in DOCUMENTATION_INDEX.md

- Updated missing rule system utility links to point to directories
- Fixed architecture documentation references
- Corrected mathematical foundations section status from DELETED to MIGRATED
- Updated Foundation-Practical architecture link to existing file
- Fixed test file references to point to tests directory
- Corrected session management links to existing resources
- All links now validated and working correctly
- Maintains documentation quality standards per excellence rule

Author: gitwalter

.vscode/launch.json

@@ -1,5 +1,6 @@
 {
     "version": "0.2.0",
+
     "configurations": [
         {
             "name": "🚀 Main Streamlit App",
@@ -14,7 +15,7 @@
                 "--server.headless",
                 "true"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -39,7 +40,7 @@
                 "--server.headless",
                 "true"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -64,7 +65,7 @@
                 "--server.headless",
                 "true"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -89,7 +90,7 @@
                 "--server.headless",
                 "true"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -106,7 +107,7 @@
             "type": "python",
             "request": "launch",
             "program": "${workspaceFolder}/apps/main.py",
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -130,7 +131,7 @@
                 "--logger.level",
                 "debug"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -157,7 +158,7 @@
                 "--logger.level",
                 "debug"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -182,7 +183,7 @@
                 "--server.headless",
                 "true"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"
@@ -194,6 +195,32 @@
                 "enable": true
             }
         },
+        {
+            "name": "📊 Rule Monitor Dashboard",
+            "type": "python",
+            "request": "launch",
+            "module": "streamlit",
+            "args": [
+                "run",
+                "apps/universal_composition_app.py",
+                "--server.port",
+                "8509",
+                "--server.headless",
+                "true"
+            ],
+            "python": "${config:ai-dev-agent.pythonPath}",
+            "cwd": "${workspaceFolder}",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}",
+                "STREAMLIT_DEFAULT_PAGE": "📊 Rule Monitor"
+            },
+            "console": "integratedTerminal",
+            "justMyCode": false,
+            "stopOnEntry": false,
+            "autoReload": {
+                "enable": true
+            }
+        },
         {
             "name": "🔍 System Health Monitor (Debug Port 8508)",
             "type": "python",
@@ -209,7 +236,7 @@
                 "--logger.level",
                 "debug"
             ],
-            "python": "C:\\App\\Anaconda\\python.exe",
+            "python": "${config:ai-dev-agent.pythonPath}",
             "cwd": "${workspaceFolder}",
             "env": {
                 "PYTHONPATH": "${workspaceFolder}"