feat(memory): Cross Agent Memory Experimentation

.gitignore

@@ -204,4 +204,11 @@ next-env.d.ts
 metagpt
 workspace
 
-cache
+cache
+
+# Kiro
+/.kiro
+
+# Experimentation
+
+/results

benchmarks/shared_memory/__init__.py

@@ -0,0 +1,15 @@
+"""Shared Memory Evaluation Harness.
+
+Benchmark tool that quantitatively measures whether shared memory improves
+personalization quality in a multi-agent system. Compares Phase 1 (private
+memory only) against Phase 2 (shared memory enabled) across synthetic trials.
+
+Usage:
+    python benchmarks/shared_memory/run_evaluation.py --trials 10 --output results/
+
+Note on kernel auto_inject:
+    The AIOS kernel's ``memory.auto_inject`` setting independently injects
+    relevant memories into LLM calls. For controlled experiments isolating
+    the effect of agent-level shared memory, consider disabling auto_inject
+    in the kernel config or using the ``--disable-auto-inject`` flag.
+"""