diff --git a/CHANGELOG.md b/CHANGELOG.md
index df4f7b889..cebe52296 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,8 @@
   - **Schedulers**
     - add timesteps range, changing it will make scheduler to be over-complete or under-complete  
     - add rescale betas with zero SNR option (applicable to Euler and DDIM, allows for higher dynamic range)  
+  - **Custom Pipelines** contribute by adding your own custom pipelines!
+    - for details, see fully documented example: <https://github.com/vladmandic/automatic/blob/dev/scripts/example.py>
 - **General**  
   - **Process** create videos from batch or folder processing  
       supports *GIF*, *PNG* and *MP4* with full interpolation, scene change detection, etc.  
diff --git a/scripts/example.py b/scripts/example.py
index a8209492f..7fedd6a4d 100644
--- a/scripts/example.py
+++ b/scripts/example.py
@@ -34,7 +34,7 @@ img2img = False
 # some pipelines may not support this, in which case set to false and pipeline will implicitly do things like vae encode/decode on its own
 latent = True
 
-# class from which this pipeline is derived, most commonly 'StableDiffusionPipeline' or 'StableDiffusionXLPipeline'
+# base pipeline class from which this pipeline is derived, most commonly 'StableDiffusionPipeline' or 'StableDiffusionXLPipeline'
 pipeline_base = 'StableDiffusionPipeline'
 
 # class definition for this pipeline