Add GitHub Actions workflow for tests

.github/workflows/tests.yml

@@ -0,0 +1,42 @@
+name: Tests
+
+on:
+  push:
+    branches: [ main, ci-test ]
+  pull_request:
+    branches: [ main, ci-test ]
+  workflow_dispatch:
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.11', '3.12']
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Cache pip dependencies
+      uses: actions/cache@v4
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+        restore-keys: |
+          ${{ runner.os }}-pip-
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+        pip install pytest pytest-cov
+        python -m spacy download en_core_web_sm
+
+    - name: Run tests with coverage
+      run: |
+        pytest tests/ -v --cov=src/cortex --cov-report=xml --cov-report=term

README.md

@@ -5,7 +5,7 @@
 **Version:** 1.0 (Production-Ready Hybrid Stack)
 
 [![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
-[![Tests](https://img.shields.io/badge/tests-40%2F40%20passing-brightgreen.svg)](./tests/)
+[![Tests](https://github.com/IASolutionOrg/Cortex/actions/workflows/tests.yml/badge.svg)](https://github.com/IASolutionOrg/Cortex/actions/workflows/tests.yml)
 [![Docker](https://img.shields.io/badge/docker-ready-blue.svg)](./Dockerfile)
 [![MCP](https://img.shields.io/badge/MCP-Enabled-purple.svg)](https://modelcontextprotocol.io/)
 [![License](https://img.shields.io/badge/license-MIT-blue.svg)](./LICENSE)
@@ -167,7 +167,7 @@ Generate your own dashboard with the `visualize_brain` tool or run the demo:
 
 ```bash
 python demo_scenario.py
-# Opens demo_dashboard.html automatically
+# Open demo_dashboard.html manually
 ```
 
 ---