feat(memory): bind operator plugin to agent sessions (#739)

apps/gateway/src/agent/tools/memory-tools.ts

@@ -1,7 +1,11 @@
 import { Type } from '@sinclair/typebox';
 import type { ToolDefinition } from '@mariozechner/pi-coding-agent';
-import type { Memory } from '@mosaicstack/memory';
-import type { EmbeddingProvider } from '@mosaicstack/memory';
+import type {
+  EmbeddingProvider,
+  Memory,
+  OperatorMemoryPlugin,
+  OperatorMemoryScope,
+} from '@mosaicstack/memory';
 
 /**
  * Create memory tools bound to the session's authenticated userId.
@@ -13,8 +17,10 @@ import type { EmbeddingProvider } from '@mosaicstack/memory';
 export function createMemoryTools(
   memory: Memory,
   embeddingProvider: EmbeddingProvider | null,
-  /** Authenticated user ID from the session. All memory operations are scoped to this user. */
+  /** Authenticated user ID from the session. All preference operations are scoped to this user. */
   sessionUserId: string | undefined,
+  /** Optional configured retrieval plugin, bound to a server-derived session scope. */
+  operatorMemory?: { plugin: OperatorMemoryPlugin; scope: OperatorMemoryScope },
 ): ToolDefinition[] {
   /** Return an error result when no session user is bound. */
   function noUserError() {
@@ -46,6 +52,14 @@ export function createMemoryTools(
         limit?: number;
       };
 
+      if (operatorMemory) {
+        const results = await operatorMemory.plugin.search(operatorMemory.scope, query, limit ?? 5);
+        return {
+          content: [{ type: 'text' as const, text: JSON.stringify(results, null, 2) }],
+          details: undefined,
+        };
+      }
+
       if (!embeddingProvider) {
         return {
           content: [
@@ -158,6 +172,18 @@ export function createMemoryTools(
       };
       type Cat = 'decision' | 'learning' | 'preference' | 'fact' | 'pattern' | 'general';
 
+      if (operatorMemory) {
+        const insight = await operatorMemory.plugin.capture(operatorMemory.scope, {
+          content,
+          source: 'agent',
+          category: category ?? 'learning',
+        });
+        return {
+          content: [{ type: 'text' as const, text: JSON.stringify(insight, null, 2) }],
+          details: undefined,
+        };
+      }
+
       let embedding: number[] | null = null;
       if (embeddingProvider) {
         embedding = await embeddingProvider.embed(content);