fix an issue

	modified:   skills/neuron-nki-writing/references/nkilib/patterns/moe-patterns.md

Author: Steve Yalovitser

README.md

@@ -4,6 +4,13 @@ This repository contains AI agents and skills for developing on [AWS Neuron](htt
 ## Installation
 
 ```bash
+# from neuron pypi repository
+pip install --upgrade neuron-agentic-development \
+    --extra-index-url https://pip.repos.neuron.amazonaws.com
+
+
+# from wheel
+pip install neuron_agentic_development-1.0-py3-none-any.whl
 
 # from local github clone
 git clone https://github.com/aws-neuron/neuron-agentic-development.git

skills/neuron-nki-writing/references/nkilib/patterns/moe-patterns.md

@@ -176,7 +176,7 @@ Gather expert affinities based on expert indices using `local_gather` operation
 - `nl.ndarray`: `[_pmax, 16, 16]` gathered affinities tensor
 
 **Constraints:**
-- `K <= 16` (PARTITIONS_PER_Q7_CORE)
+- `K <= 16` (PARTITIONS_PER_CORE)
 - `E > 1` (local_gather requires src_buffer_size > 1)
 
 **Notes:**