Add pipeline tag and sample usage

README.md

@@ -1,8 +1,8 @@
 ---
 license: mit
+pipeline_tag: text-generation
 ---
 
-
 # Distillation-Outerlinks
 
 [🌐 Project Page](https://recursivemas.github.io) | [💻 Code](https://github.com/RecursiveMAS/RecursiveMAS) | [📄 Paper](https://arxiv.org/abs/2604.25917)
@@ -23,6 +23,23 @@ RecursiveMAS treats a multi-agent system as a unified recursive computation, whe
 ⚠️ **Note:** This checkpoint contains **Outer RecursiveLink modules** in [**RecursiveMAS**](https://arxiv.org/abs/2604.25917), rather than a standalone model intended for plain-text generation.  
 For detailed usage instructions, please refer to our [GitHub repository](https://github.com/RecursiveMAS/RecursiveMAS).
 
+## Sample Usage
+
+You can load the entire multi-agent system using the following code:
+
+```python
+from system_loader import load_mas_system
+
+mas = load_mas_system(
+    style="distillation",
+    device="cuda",
+    trust_remote_code=True,
+)
+
+expert = mas.agents["expert"].model
+learner = mas.agents["learner"].model
+```
+
 ## Model Collections for RecursiveMAS
 
 | Style | Model Collection |
@@ -50,3 +67,4 @@ For detailed usage instructions, please refer to our [GitHub repository](https:/
       primaryClass={cs.AI},
       url={https://arxiv.org/abs/2604.25917}, 
 }
+```