diff --git a/.github/workflows/thought-consolidation.yml b/.github/workflows/thought-consolidation.yml
new file mode 100644
index 0000000..7fb1a70
--- /dev/null
+++ b/.github/workflows/thought-consolidation.yml
@@ -0,0 +1,43 @@
+name: Thought Consolidation
+
+on:
+  workflow_dispatch:
+
+jobs:
+  consolidate-thoughts:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write  # Needed for pushing changes
+    
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0  # Get full history for comparing changes
+      
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+      
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install pipx 
+          pipx install aider-chat
+          
+      - name: Configure Git
+        run: |
+          git config --global user.name 'GitHub Action Bot'
+          git config --global user.email 'action@github.com'
+          
+      - name: Process thoughts
+        env:
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+        run: |
+          gd --name-only HEAD HEAD^ | xargs cat > all_thoughts.md
+          cat random-thoughts/aider-brain/*.md >> all_thoughts.md
+          aider --sonnet --architect --read all_thoughts.md  --message "Consider the read-only files and identify if the thoughts are matched in the random-thoughts/aider-brain/*.md, for each identified topic: 1. ff yes, consolidate and expand the thoughts into detailed content 2. If no, create a new file in the random-thoughts/aider-brain" --yes
+          
+      - name: push if changes
+        run: |
+          git push
diff --git a/random-thoughts/2024-12-21.md b/random-thoughts/2024-12-21.md
index a38cb52..bdf6a12 100644
--- a/random-thoughts/2024-12-21.md
+++ b/random-thoughts/2024-12-21.md
@@ -574,7 +574,7 @@ tags:
         
         Fetcher-->>Consumer: ConsumerRecords<K,V>
         deactivate Fetcher
-    ```
+      ```
 
     Detailed Explanation: