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.github/workflows/ai-codebase-review.yml

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+name: AI Codebase Quality Review
+
+on:
+  # Weekly scheduled run
+  schedule:
+    - cron: "0 0 * * 0"  # Every Sunday at midnight
+
+  # Manual trigger
+  workflow_dispatch:
+    inputs:
+      report_type:
+        description: "Type of report to generate"
+        required: false
+        default: "full"
+        type: choice
+        options:
+          - full
+          - security
+          - quick
+
+jobs:
+  ai-codebase-review:
+    runs-on: ubuntu-latest
+
+    steps:
+      # Checkout the repository
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  # Full history for analysis
+
+      # Setup Python
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      # Install dependencies
+      - run: pip install requests pyyaml
+
+      # Run AI codebase analysis
+      - name: Run AI Codebase Analysis
+        env:
+          AI_REVIEW_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          AI_REVIEW_REPO: ${{ github.repository }}
+          AI_REVIEW_API_URL: https://api.github.com
+
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          OPENROUTER_API_KEY: ${{ secrets.OPENROUTER_API_KEY }}
+          OLLAMA_HOST: ${{ secrets.OLLAMA_HOST }}
+        run: |
+          cd tools/ai-review
+          python main.py codebase ${{ github.repository }}