diff --git a/src/core/Cline.ts b/src/core/Cline.ts
index 6cb26fbbc61..4ffbb924770 100644
--- a/src/core/Cline.ts
+++ b/src/core/Cline.ts
@@ -82,6 +82,7 @@ import { validateToolUse, isToolAllowedForMode, ToolName } from "./mode-validato
 import { parseXml } from "../utils/xml"
 import { readLines } from "../integrations/misc/read-lines"
 import { getWorkspacePath } from "../utils/path"
+import { readMemories } from "../utils/memory"
 import { isBinaryFile } from "isbinaryfile"
 
 type ToolResponse = string | Array<Anthropic.TextBlockParam | Anthropic.ImageBlockParam>
@@ -606,11 +607,23 @@ export class Cline extends EventEmitter<ClineEvents> {
 
 		console.log(`[subtasks] task ${this.taskId}.${this.instanceId} starting`)
 
+		// PearAI memories
+		const memories = readMemories()
+		let memoryBlocks: Anthropic.TextBlockParam[] = []
+		if (memories.length > 0) {
+			const memoryContext = memories.map((m) => m.memory).join("\n\n")
+			memoryBlocks.push({
+				type: "text",
+				text: `<memories>\n<relevant user context from past, refer these if required/>\n${memoryContext}\n</memories>`,
+			})
+		}
+
 		await this.initiateTaskLoop([
 			{
 				type: "text",
 				text: `<task>\n${task}\n</task>`,
 			},
+			...memoryBlocks,
 			...imageBlocks,
 		])
 	}
diff --git a/src/utils/memory.ts b/src/utils/memory.ts
new file mode 100644
index 00000000000..ada7c2ae258
--- /dev/null
+++ b/src/utils/memory.ts
@@ -0,0 +1,61 @@
+import * as fs from "fs"
+import * as path from "path"
+import * as os from "os"
+
+export interface Memory {
+	id: string
+	content: string
+	timestamp: string
+}
+
+export interface APIMemory {
+	id: string
+	memory: string
+	created_at: string
+	updated_at: string
+	total_memories: number
+	owner: string
+	organization: string
+	metadata: Record<string, any>
+	type: string
+}
+
+const MEMORIES_FILE = "pearai_memories.json"
+
+function convertToAPIMemory(localMemory: Memory): APIMemory {
+	return {
+		id: localMemory.id,
+		memory: localMemory.content,
+		created_at: localMemory.timestamp,
+		updated_at: localMemory.timestamp,
+		total_memories: 1,
+		owner: "",
+		organization: "",
+		metadata: {},
+		type: "manual",
+	}
+}
+
+export function getMemoriesFilePath(): string {
+	const pearaiPath = process.env.CONTINUE_GLOBAL_DIR ?? path.join(os.homedir(), ".pearai")
+	return path.join(pearaiPath, MEMORIES_FILE)
+}
+
+export function initializeMemoriesFile(): void {
+	const filePath = getMemoriesFilePath()
+	if (!fs.existsSync(filePath)) {
+		fs.writeFileSync(filePath, JSON.stringify([], null, 2))
+	}
+}
+
+export function readMemories(): APIMemory[] {
+	try {
+		initializeMemoriesFile()
+		const content = fs.readFileSync(getMemoriesFilePath(), "utf8")
+		const localMemories = JSON.parse(content) as Memory[]
+		return localMemories.map(convertToAPIMemory)
+	} catch (error) {
+		console.error("Error reading memories:", error)
+		return []
+	}
+}