Add pipeline tag and sample usage

README.md

@@ -1,13 +1,15 @@
 ---
 license: mit
+pipeline_tag: text-generation
 ---
 
 # Deliberation-Outerlinks
 
 [🌐 Project Page](https://recursivemas.github.io) | [💻 Code](https://github.com/RecursiveMAS/RecursiveMAS) | [📄 Paper](https://arxiv.org/abs/2604.25917)
 
-We introduce RecursiveMAS, a multi-agent framework that scales agent collaboration through latent-space recursion.
-RecursiveMAS treats a multi-agent system as a unified recursive computation, where heterogeneous agents iteratively exchange, refine, and evolve their latent states across recursion rounds. In the Deliberation-Style setting, the Reflector Agent and Tool-Caller Agent collaborate through Outer RecursiveLink modules for iterative reasoning, tool-oriented execution, and refinement.
+We introduce **RecursiveMAS**, a multi-agent framework that scales agent collaboration through **latent-space recursion**. RecursiveMAS treats a multi-agent system as a unified recursive computation, where heterogeneous agents iteratively exchange, refine, and evolve their latent states across recursion rounds. 
+
+In the **Deliberation-Style** setting, the Reflector Agent and Tool-Caller Agent collaborate through Outer RecursiveLink modules for iterative reasoning, tool-oriented execution, and refinement.
 
 ## Model Details
 
@@ -19,8 +21,27 @@ RecursiveMAS treats a multi-agent system as a unified recursive computation, whe
 | Reflector-Toolcaller-Outerlink.pt | Reflector Agent → Tool-Caller Agent |
 | Toolcaller-Reflector-Outerlink.pt | Tool-Caller Agent → Reflector Agent |
 
-⚠️ **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).
+⚠️ **Note:** This checkpoint contains **Outer RecursiveLink modules** for [**RecursiveMAS**](https://arxiv.org/abs/2604.25917), rather than a standalone model intended for plain-text generation.  
+
+## Sample Usage
+
+To load the full Deliberation-Style system using these modules, you can use the high-level API provided in the [official repository](https://github.com/RecursiveMAS/RecursiveMAS):
+
+```python
+from system_loader import load_mas_system
+
+# Load the deliberation style multi-agent system
+mas = load_mas_system(
+    style="deliberation",
+    device="cuda",
+    trust_remote_code=True,
+)
+
+reflector = mas.agents["reflector"].model
+toolcaller = mas.agents["toolcaller"].model
+```
+
+For detailed execution commands on downstream tasks, please refer to the [GitHub repository](https://github.com/RecursiveMAS/RecursiveMAS).
 
 ## Model Collections for RecursiveMAS