diff --git a/.env b/.env
index 7cb31c33..ab947b75 100644
--- a/.env
+++ b/.env
@@ -10,15 +10,3 @@ AI_MODE="predator"
 
 # Otras variables
 NODE_ENV="production"
-GITHUB_TOKEN: ${{ secrets.GH_ARTIFACT_ACCESS_TOKEN }}
-GIT_COMMITTER_NAME: "MechBot-9000"
-GIT_COMMITTER_EMAIL: "mechbot@mechmind.io"
-DEFCON: 1          # Maximum alert status
-SCAN_MODE: "aggressive"
-security-events: write  # Threat intelligence reporting
-NODE_ENV: "production"
-AI_MODE: "predator"
-ACTIONS_STEP_DEBUG a true
-
-env:
-              GITHUB_TOKEN: ${{ secrets.GH_ARTIFACT_ACCESS_TOKEN }}
diff --git a/.github/actions/demo.yml b/.github/github-actions-demo.yml
similarity index 98%
rename from .github/actions/demo.yml
rename to .github/github-actions-demo.yml
index 15a61d6b..707bae55 100644
--- a/.github/actions/demo.yml
+++ b/.github/github-actions-demo.yml
@@ -16,3 +16,4 @@ jobs:
         run: |
           ls ${{ github.workspace }}
       - run: echo "🍏 This job's status is ${{ job.status }}."
+workflows/
diff --git a/.github/workflows/dependency-scan.yml b/.github/workflows/dependency-scan.yml
deleted file mode 100644
index 3756d1c7..00000000
--- a/.github/workflows/dependency-scan.yml
+++ /dev/null
@@ -1,13 +0,0 @@
-name: Dependency Scan
-  id: dependency-scan
-  uses: mechmind/ai-dependency-action@v3.0.1
-  with:
-    strict-mode: true
-    auto-fix: true
-     Step: Run dependency scan using MechMind AI Dependency Action
-     forms a strict dependency analysis
-  Automatically fixes common issuesPerforms a strict dependency analysis
-  Automatically fixes common issues
-- name: Report Issues
-  if: steps.dependency-scan.outputs.issues_found == 'true'
-  run: echo "Dependency issues found! Review the scan results."
diff --git a/.github/workflows/dependency_ai.yml b/.github/workflows/dependency_ai.yml
index a20545eb..df0d7bb7 100755
--- a/.github/workflows/dependency_ai.yml
+++ b/.github/workflows/dependency_ai.yml
@@ -12,7 +12,7 @@ on:
   push:
     branches: [ "main" ]  # Primary defense perimeter
     tags: [ "v*" ]       # Release version monitoring
-  pull_request: write
+  pull_request:
     branches: [ "main" ]  # Pre-merge security checkpoint
   schedule:
     - cron: "0 3 * * 1"  # Weekly deep scan (Monday 3AM UTC)
@@ -32,7 +32,7 @@ jobs:
   dependency-scan:
     name: "TACTICAL_SCAN_OPERATION"
     runs-on: [self-hosted, linux, x64]  # MechMind Battle Station
-    contents:   
+    contents: write         # Code modification clearance
     
     # ⚙️ OPERATIONAL PARAMETERS
     timeout-minutes: 30  # Mission duration limit
diff --git a/.github/workflows/deps.yml b/.github/workflows/deps.yml
index d45ba7ac..ab873002 100644
--- a/.github/workflows/deps.yml
+++ b/.github/workflows/deps.yml
@@ -1,25 +1,10 @@
 name: Enhanced Dependency Scan with Security Checks
-2 months ago
-
-Update deps.yml
 
 on:
   push:
-7 minutes ago
-
-Update deps.yml
-    branches:  [main]
-2 weeks ago
-
-Update deps.yml
-  pull_requests: wite
-7 minutes ago
-
-Update deps.yml
-    branches: [main]
-last month
-
-Update deps.yml
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
 
 permissions:
   contents: write  # For pushing changes/fixes
@@ -27,31 +12,13 @@ permissions:
   security-events: write  # For reporting security issues
   actions: read  # For workflow operations
   checks: write  # For creating check runs
-2 months ago
-
-Update deps.yml
 
 jobs:
-last month
-
-Update deps.yml
   dependency-scan:
     name: Dependency Scan & Security Analysis
-2 months ago
-
-Update deps.yml
     runs-on: ubuntu-latest
-last month
-
-Update deps.yml
     
-2 months ago
-
-Update deps.yml
     steps:
-last month
-
-Update deps.yml
       - name: Checkout Repository
         uses: actions/checkout@v4
         with:
@@ -85,17 +52,8 @@ Update deps.yml
       - name: Commit Auto-Fixes
         if: steps.dependency-scan.outputs.fixes_made == 'true'
         run: |
-2 weeks ago
-
-Update deps.yml
-          git config --global user.name 'mechmind-dwv'
-4 days ago
-
-Update deps.yml
-          git config --global user.email 'ia.mechmind@gmail.com'
-last month
-
-Update deps.yml
+          git config --global user.name 'GitHub Action'
+          git config --global user.email 'action@github.com'
           git add .
           git commit -m "Automated dependency fixes from scan"
           git push
diff --git a/.github/workflows/django.yml b/.github/workflows/django.yml
index 2db0690a..62bc9659 100755
--- a/.github/workflows/django.yml
+++ b/.github/workflows/django.yml
@@ -1,30 +1,27 @@
 name: Django CI
 
-on:
-  push:
-    branches:  "main" 
-  pull_request:
-    branches:  "main" 
+on: [push, pull_request]
 
 jobs:
-  build:
-
+  test:
     runs-on: ubuntu-latest
-    strategy:
-      max-parallel: 4
-      matrix:
-        python-version: 3.7, 3.8, 3.9
-
     steps:
     - uses: actions/checkout@v4
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
       with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install Dependencies
+        python-version: '3.10'
+        cache: 'pip'
+        
+    - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
         pip install -r requirements.txt
-    - name: Run Tests
+        
+    - name: Debug - List Files
+      run: ls -la
+      
+    - name: Run tests
       run: |
         python manage.py test
diff --git a/.github/workflows/python_CI.yml b/.github/workflows/python-package.yml
similarity index 60%
rename from .github/workflows/python_CI.yml
rename to .github/workflows/python-package.yml
index a18ce085..dd349688 100644
--- a/.github/workflows/python_CI.yml
+++ b/.github/workflows/python-package.yml
@@ -1,27 +1,23 @@
-# This workflow will install Python dependencies, run tests and lint with a variety of Python versionsAdd commentMore actions
-# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
-
-name: Python package
 name: Python CI
 
 on:
   push:
-    branches: [ "main" ]
     branches: ["main"]
   pull_request:
-    branches: [ "main" ]
     branches: ["main"]
 
 jobs:
   build:
     runs-on: ubuntu-latest
     strategy:
-      fail-fast: true
-      
+      fail-fast: false
+      matrix:
+        python-version: ["3.9", "3.10", "3.11"]
+
     steps:
     - uses: actions/checkout@v4
+    
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
       uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
@@ -37,27 +33,20 @@ jobs:
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        python -m pip install flake8 pytest
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-    - name: Lint with flake8
         pip install -r requirements.txt
         pip install -r requirements-dev.txt
         
     - name: Run linting
       run: |
-        # stop the build if there are Python syntax errors or undefined names
         flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-    - name: Test with pytest
         black --check --diff .
         
     - name: Run tests
       run: |
-        pytest
         pytest --cov=./ --cov-report=xml
         
     - name: Upload coverage
       uses: codecov/codecov-action@v3
       with:
-        fail_ci_if_error: true
+        fail_ci_if_error: false
diff --git a/.github/workflows/runner-cleanup.yml b/.github/workflows/runner-cleanup.yml
index bbdb65b5..f76bf66a 100755
--- a/.github/workflows/runner-cleanup.yml
+++ b/.github/workflows/runner-cleanup.yml
@@ -14,17 +14,17 @@ jobs:
       - name: Limpiar runners offline
         uses: actions/cleanup-action@v3
         with:
-          token: ${{ secrets.RUNNER_CLEANUP_TOKEN }}  # Token personalizado
-          remove-token: ${{ secrets.RUNNER_CLEANUP_TOKEN }}  # Token personalizado
+          token: ${{ secrets.GITHUB_TOKEN }}
+          remove-token: ${{ secrets.GITHUB_TOKEN }}
           exclude-running: true
           min-age-days: 1
-          dry-run: true
+          dry-run: false
           
       - name: Terminar workflows obsoletos
         uses: ./.github/actions/cancel-workflows
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          hours: 48  # Cancela workflows con más de 24 horas
+          hours: 24  # Cancela workflows con más de 24 horas
 
   health-check:
     name: Verificación de Salud Completa
@@ -39,7 +39,7 @@ jobs:
           echo "Versión del Runner: ${{ runner.version }}"
           echo "Sistema Operativo: ${{ runner.os }}"
           echo "::endgroup::"
-        
+          
           echo "::group::Uso de Disco"
           df -h || echo "Error al verificar disco"
           echo "::endgroup::"
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 1b0c807d..60ea15f4 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,6 +1,6 @@
 name: Tests
 
-on: push, pull_request
+on: [push, pull_request]
 
 jobs:
   test:
@@ -21,4 +21,4 @@ jobs:
         
     - name: Run tests
       run: |
-        pytest --cov=src --cov-report=xml tests/
+        pytest --cov=src --cov-report=xml tests/
\ No newline at end of file
diff --git a/.github/workflows/Ci.yml b/.github/workflows/yml
similarity index 82%
rename from .github/workflows/Ci.yml
rename to .github/workflows/yml
index 0d5187f1..1158088c 100644
--- a/.github/workflows/Ci.yml
+++ b/.github/workflows/yml
@@ -1,11 +1,11 @@
 name: Ejecución en runners Ubuntu
-on: push
+on: [push]
 
-jobs: read
+jobs:
   check-version:
     runs-on: 
       group: ubuntu-runners
-      labels: ubuntu-20.04-16 core
+      labels: ubuntu-20.04-16core
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
diff --git a/README.md b/README.md
index 167ba846..3e4efbe6 100755
--- a/README.md
+++ b/README.md
@@ -1,5 +1,4 @@
 # MechanicalMind Dependency AI v3.0
-[![Ejecución en runners Ubuntu](https://github.com/MechBot-2x/-MechanicalMind-Dependency-AI-v3.0-/actions/workflows/Ci.yml/badge.svg)](https://github.com/MechBot-2x/-MechanicalMind-Dependency-AI-v3.0-/actions/workflows/Ci.yml)
 
 ![MechMind Logo](https://via.placeholder.com/150x50?text=MechMind+AI)  
 **Advanced Dependency Management with AI-Powered Resolution**
@@ -154,4 +153,4 @@ Apache 2.0 with Commons Clause - See [LICENSE](LICENSE)
 
 ---
 
-**MechanicalMind AI** © 2025 - Dependency Management Reimagined
+**MechanicalMind AI** © 2023 - Dependency Management Reimagined
diff --git a/ai_core/__init__.py b/ai_core/__init__.py
deleted file mode 100644
index 2b364a89..00000000
--- a/ai_core/__init__.py
+++ /dev/null
@@ -1,13 +0,0 @@
-import warnings
-from pathlib import Path
-
-# Suppress RuntimeWarnings during specific imports
-with warnings.catch_warnings():Add commentMore actions
-    warnings.simplefilter("ignore", category=RuntimeWarning)
-    # Local module imports
-    from .dependency_analyzer import DependencyAnalyzer, main as analyzer_main
-    from .error_diagnosis_engine import ErrorDiagnosisEngine
-    from .auto_fix_module import DependencyAutoFixer
-
-# Define exports dynamically to reduce maintenance overhead
-__all__ = [name for name in globals() if not name.startswith("_")]
diff --git a/ai_core/diagnose.py b/diagnose.py
similarity index 100%
rename from ai_core/diagnose.py
rename to diagnose.py
diff --git a/docs/architectural/Overview b/docs/architectural/Overview
deleted file mode 100644
index e0c7b30f..00000000
--- a/docs/architectural/Overview
+++ /dev/null
@@ -1,15 +0,0 @@
-## 🧩 Architecture Overview
-
-```mermaid
-graph TD
-    A[CLI Interface] --> B[Core Engine]
-    B --> C[Analysis Module]
-    B --> D[Resolution Module]
-    C --> E[Version Compatibility Matrix]
-    C --> F[Conflict Predictor]
-    D --> G[Auto-Fix Strategies]
-    D --> H[Manual Resolution Guide]
-    E --> I[Knowledge Base]
-    F --> I
-    G --> I
-```
diff --git a/ai_core/error_diagnosis_engine.py b/error_diagnosis_engine.py
similarity index 100%
rename from ai_core/error_diagnosis_engine.py
rename to error_diagnosis_engine.py
diff --git a/src/mechanicalmind_ai/core/filtered_reqs.txt b/filtered_reqs.txt
similarity index 100%
rename from src/mechanicalmind_ai/core/filtered_reqs.txt
rename to filtered_reqs.txt
diff --git a/src/mechanicalmind_ai/manage.py b/manage.py
similarity index 100%
rename from src/mechanicalmind_ai/manage.py
rename to manage.py
diff --git a/ai_core/mechmind_cli.py b/mechmind_cli.py
similarity index 100%
rename from ai_core/mechmind_cli.py
rename to mechmind_cli.py
diff --git a/project-root/STRUCTURE.md b/project-root/STRUCTURE.md
index d7f54d57..1f184b29 100644
--- a/project-root/STRUCTURE.md
+++ b/project-root/STRUCTURE.md
@@ -1,4 +1,3 @@
-```
 project-root/
 ├── src/
 │   └── your_package/
@@ -6,4 +5,3 @@ project-root/
 ├── setup.py
 ├── pyproject.toml
 └── requirements.txt
-```
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 1a157dce..df5e7d58 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,3 +108,4 @@ exclude = '''
   | build
   | dist
 )/
+'''
\ No newline at end of file
diff --git a/tests/pytest.ini b/pytest.ini
similarity index 100%
rename from tests/pytest.ini
rename to pytest.ini
diff --git a/dev/requirements.txt b/requirements-dev.txt
similarity index 94%
rename from dev/requirements.txt
rename to requirements-dev.txt
index 45230214..49860f50 100644
--- a/dev/requirements.txt
+++ b/requirements-dev.txt
@@ -12,4 +12,4 @@ flake8>=4.0.0
 
 # Documentation
 sphinx>=5.0.0
-furo>=2022.4.0
+furo>=2022.4.0
\ No newline at end of file
diff --git a/requirements.fixed.txt b/requirements.fixed.txt
index 3d084abb..b3df936d 100644
--- a/requirements.fixed.txt
+++ b/requirements.fixed.txt
@@ -1,4 +1,4 @@
-django==4.2.22
+django==4.2.20
 drf-yasg==1.21.7
 pytest-django==4.5.2
 -e .
diff --git a/scripts/auto/deploy.py b/scripts/auto_deploy.py
similarity index 100%
rename from scripts/auto/deploy.py
rename to scripts/auto_deploy.py
diff --git a/scripts/monitoring/alerts.sh b/scripts/monitoring_alerts.sh
similarity index 77%
rename from scripts/monitoring/alerts.sh
rename to scripts/monitoring_alerts.sh
index 4c169cfc..d052a3cd 100755
--- a/scripts/monitoring/alerts.sh
+++ b/scripts/monitoring_alerts.sh
@@ -3,4 +3,4 @@ aws cloudwatch put-metric-alarm \
   --metric-name "CPUUtilization" \
   --namespace "GitHubRunners" \
   --threshold 80 \
-  --comparison-operator GreaterThanThreshold
+  --comparison-operator GreaterThanThreshold
\ No newline at end of file
diff --git a/scripts/setup/environment.sh b/scripts/setup_environment.sh
similarity index 98%
rename from scripts/setup/environment.sh
rename to scripts/setup_environment.sh
index a418d5c7..6c564e22 100755
--- a/scripts/setup/environment.sh
+++ b/scripts/setup_environment.sh
@@ -1,6 +1,9 @@
-!/bin/bash
-# Configuración inicial del entorno para MechanicalMind Dependency AI v3.0
+#!/bin/bash
+
+# Configuración inicial del entorno para MechanicalMind Dependency AI v2.0
+
 echo "🚀 Iniciando configuración del entorno..."
+
 # 1. Validar si Python está instalado
 if ! command -v python3 &> /dev/null
 then
diff --git a/scripts/setup/runner.sh b/scripts/setup_runner.sh
similarity index 100%
rename from scripts/setup/runner.sh
rename to scripts/setup_runner.sh
diff --git a/src/mechanicalmind_ai/setup.py b/setup.py
similarity index 89%
rename from src/mechanicalmind_ai/setup.py
rename to setup.py
index 02b44ce1..945575a5 100644
--- a/src/mechanicalmind_ai/setup.py
+++ b/setup.py
@@ -6,7 +6,7 @@
     packages=find_packages(where="src"),
     package_dir={"": "src"},
     install_requires=[
-        "django=4.2.22",
+        "django==4.2.20",
         "drf-yasg==1.21.7",
     ],
 )
diff --git "a/\360\237\227\221\357\270\217/1" b/src/mechanicalmind_ai/core/dependency_analyzer.p
similarity index 100%
rename from "\360\237\227\221\357\270\217/1"
rename to src/mechanicalmind_ai/core/dependency_analyzer.p
diff --git a/src/mechanicalmind_ai/core/error_diagnosis_engine.py b/src/mechanicalmind_ai/core/error_diagnosis_engine.py
index aabd9fa5..cda49d45 100755
--- a/src/mechanicalmind_ai/core/error_diagnosis_engine.py
+++ b/src/mechanicalmind_ai/core/error_diagnosis_engine.py
@@ -1,5 +1,5 @@
 """
-MechanicalMind Error Diagnosis Engine v3.0
+MechanicalMind Error Diagnosis Engine v2.0
 Core module for error analysis and resolution
 """
 
diff --git a/src/mechanicalmind_ai/core/knowledge_base/__init__.py b/src/mechanicalmind_ai/core/knowledge_base/__init__.py
index bd82e20a..a1092feb 100755
--- a/src/mechanicalmind_ai/core/knowledge_base/__init__.py
+++ b/src/mechanicalmind_ai/core/knowledge_base/__init__.py
@@ -1,5 +1,5 @@
 """
-MechanicalMind Knowledge Base Package v3.0
+MechanicalMind Knowledge Base Package v2.0
 Initialization for knowledge base modules
 """
 
diff --git a/tests/requirements-test.txt b/tests/requirements-test.txt
index 9a2791e8..278b1d7c 100644
--- a/tests/requirements-test.txt
+++ b/tests/requirements-test.txt
@@ -1,3 +1,4 @@
+# requirements-test.txt
 pytest>=7.0.0
 pytest-django>=4.5.0
 factory-boy>=3.0.0
diff --git a/tests/unit_tests/test_data/requirements.txt b/tests/unit_tests/test_data/requirements.txt
index 275015c3..bd53dbb2 100644
--- a/tests/unit_tests/test_data/requirements.txt
+++ b/tests/unit_tests/test_data/requirements.txt
@@ -1,3 +1,4 @@
 numpy>=1.19.0,<2.0.0
 pandas==1.3.0
-# Comentario
\ No newline at end of file
+# Comentario
+