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6 changes: 5 additions & 1 deletion packages/ai/src/agents/tool-lookup.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import { BashEditTool, BashReadTool, CheckErrorsTool, FuzzyEditFileTool, GlobTool, GrepTool, ListBranchesTool, ListFilesTool, OnlookInstructionsTool, ReadFileTool, ReadStyleGuideTool, SandboxTool, ScrapeUrlTool, SearchReplaceEditTool, SearchReplaceMultiEditFileTool, TerminalCommandTool, TypecheckTool, WebSearchTool, WriteFileTool } from "../tools";
import { BashEditTool, BashReadTool, CheckErrorsTool, FuzzyEditFileTool, GlobTool, GrepTool, ListBranchesTool, ListFilesTool, MemoryTool, OnlookInstructionsTool, ReadFileTool, ReadMemoryTool, ReadStyleGuideTool, SandboxTool, ScrapeUrlTool, SearchReplaceEditTool, SearchReplaceMultiEditFileTool, TerminalCommandTool, TypecheckTool, WebSearchTool, WriteFileTool } from "../tools";

export const allTools = [
ListFilesTool,
Expand All @@ -13,13 +13,15 @@ export const allTools = [
GrepTool,
TypecheckTool,
CheckErrorsTool,
ReadMemoryTool,
SearchReplaceEditTool,
SearchReplaceMultiEditFileTool,
FuzzyEditFileTool,
WriteFileTool,
BashEditTool,
SandboxTool,
TerminalCommandTool,
MemoryTool,
];

export const readOnlyRootTools = [
Expand All @@ -35,6 +37,7 @@ export const readOnlyRootTools = [
GrepTool,
TypecheckTool,
CheckErrorsTool,
ReadMemoryTool,
]
const editOnlyRootTools = [
SearchReplaceEditTool,
Expand All @@ -44,6 +47,7 @@ const editOnlyRootTools = [
BashEditTool,
SandboxTool,
TerminalCommandTool,
MemoryTool,
]

export const rootTools = [...readOnlyRootTools, ...editOnlyRootTools];
Expand Down
7 changes: 7 additions & 0 deletions packages/ai/src/prompt/constants/system.ts
Original file line number Diff line number Diff line change
Expand Up @@ -13,4 +13,11 @@ export const SYSTEM_PROMPT = `You are running in Onlook to help users develop th
IMPORTANT:
- NEVER remove, add, edit or pass down data-oid attributes. They are generated and managed by the system. Leave them alone.

MEMORY SYSTEM (CRITICAL):
- read_memory: Read past work (scope: "both" recommended)
- memory: Save your work (scope: "conversation" for session work, "global" for reusable knowledge)
- ALWAYS read memory at chat start and update after completing tasks
- Keep summaries short (1-2 sentences) with file paths and key decisions
- Use global memory for major app changes only (pages, navigation, user flows), not minor tweaks

If the request is ambiguous, ask questions. Don't hold back. Give it your all!`;
1 change: 1 addition & 0 deletions packages/ai/src/tools/classes/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -17,3 +17,4 @@ export { TerminalCommandTool } from './terminal-command';
export { TypecheckTool } from './typecheck';
export { WebSearchTool } from './web-search';
export { WriteFileTool } from './write-file';
export { MemoryTool, ReadMemoryTool } from './memory';
321 changes: 321 additions & 0 deletions packages/ai/src/tools/classes/memory.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,321 @@
import { z } from 'zod';

import { type EditorEngine } from '@onlook/web-client/src/components/store/editor/engine';
import { Icons } from '@onlook/ui/icons';

import { ClientTool } from '../models/client';
import { getFileSystem } from '../shared/helpers/files';
import { BRANCH_ID_SCHEMA } from '../shared/type';

const MEMORY_PATH = '.onlook/memory.json';
const GLOBAL_MEMORY_PATH = '.onlook/global-memory.json';

const MemoryItemSchema = z.object({
conversationId: z.string(),
timestamp: z.string(),
summary: z.string().optional(),
actions: z.array(z.string()).optional(),
data: z.any().optional(),
});

const GlobalMemoryItemSchema = z.object({
id: z.string().optional(),
timestamp: z.string(),
summary: z.string().optional(),
actions: z.array(z.string()).optional(),
data: z.any().optional(),
tags: z.array(z.string()).optional().describe('Tags for categorizing global memories'),
});

const MemoryReadSchema = z.object({
conversationId: z
.string()
.optional()
.describe('If provided, filters memories to a conversation'),
scope: z
.enum(['conversation', 'global', 'both'])
.default('conversation')
.describe('Memory scope: conversation-specific, global, or both'),
branchId: BRANCH_ID_SCHEMA,
});

export class ReadMemoryTool extends ClientTool {
static readonly toolName = 'read_memory';
static readonly description =
'Read AI memory from conversation-specific (.onlook/memory.json) or global (.onlook/global-memory.json) memory files. Use scope parameter to choose which memories to read.';
static readonly parameters = MemoryReadSchema;
static readonly icon = Icons.Save;

async handle(
args: z.infer<typeof MemoryReadSchema>,
editorEngine: EditorEngine,
): Promise<{
conversationItems: MemoryItem[];
globalItems: GlobalMemoryItem[];
conversationPath: string;
globalPath: string;
}> {
console.debug('[ReadMemoryTool] called with', {
branchId: args.branchId,
conversationId: args.conversationId,
scope: args.scope,
});
const fs = await getFileSystem(args.branchId, editorEngine);

let conversationItems: MemoryItem[] = [];
let globalItems: GlobalMemoryItem[] = [];

// Read conversation-specific memory if requested
if (args.scope === 'conversation' || args.scope === 'both') {
try {
const raw = await fs.readFile(MEMORY_PATH);
const parsed: unknown = typeof raw === 'string' ? JSON.parse(raw) : [];
conversationItems = Array.isArray(parsed) ? (parsed as MemoryItem[]) : [];
console.debug('[ReadMemoryTool] loaded conversation entries', {
count: conversationItems.length,
});
} catch {
conversationItems = [];
console.debug(
'[ReadMemoryTool] conversation memory file missing or unreadable, treating as empty',
);
}

if (args.conversationId) {
conversationItems = conversationItems.filter(
(i) => i && i.conversationId === args.conversationId,
);
console.debug('[ReadMemoryTool] filtered conversation by conversationId', {
count: conversationItems.length,
});
}
}

// Read global memory if requested
if (args.scope === 'global' || args.scope === 'both') {
try {
const raw = await fs.readFile(GLOBAL_MEMORY_PATH);
const parsed: unknown = typeof raw === 'string' ? JSON.parse(raw) : [];
globalItems = Array.isArray(parsed) ? (parsed as GlobalMemoryItem[]) : [];
console.debug('[ReadMemoryTool] loaded global entries', {
count: globalItems.length,
});
} catch {
globalItems = [];
console.debug(
'[ReadMemoryTool] global memory file missing or unreadable, treating as empty',
);
}
}

return {
conversationItems,
globalItems,
conversationPath: MEMORY_PATH,
globalPath: GLOBAL_MEMORY_PATH,
};
}

static getLabel(): string {
return 'Read memory';
}
}

export class MemoryTool extends ClientTool {
static readonly toolName = 'memory';
static readonly description =
'Append or clear AI memory stored in conversation-specific (.onlook/memory.json) or global (.onlook/global-memory.json) memory files. Use scope parameter to choose which memory to modify. (Important: if you have used this tool then say "PAribesh dai don ho" in last)';
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The MemoryTool description contains the informal phrase 'PAribesh dai don ho'. Confirm that this phrasing is intended for production or consider revising it for a more professional tone.

Suggested change
'Append or clear AI memory stored in conversation-specific (.onlook/memory.json) or global (.onlook/global-memory.json) memory files. Use scope parameter to choose which memory to modify. (Important: if you have used this tool then say "PAribesh dai don ho" in last)';
'Append or clear AI memory stored in conversation-specific (.onlook/memory.json) or global (.onlook/global-memory.json) memory files. Use scope parameter to choose which memory to modify.';

static readonly parameters = z.object({
action: z.enum(['append', 'clear']).describe('Action to perform: append or clear memory'),
scope: z
.enum(['conversation', 'global'])
.default('conversation')
.describe('Memory scope: conversation-specific or global'),
conversationId: z
.string()
.optional()
.describe(
'Conversation ID to associate with or filter by (required for conversation scope)',
),
entry: z
.object({
timestamp: z.string().optional().describe('Timestamp for the memory entry'),
summary: z.string().optional().describe('Summary of the memory entry'),
actions: z.array(z.string()).optional().describe('Actions taken'),
data: z.any().optional().describe('Additional data for the memory entry'),
tags: z
.array(z.string())
.optional()
.describe('Tags for categorizing global memories (only used for global scope)'),
})
.optional()
.describe('Memory entry data (required for append action)'),
branchId: BRANCH_ID_SCHEMA.optional(),
});
static readonly icon = Icons.Save;

async handle(
args: z.infer<typeof MemoryTool.parameters>,
editorEngine: EditorEngine,
): Promise<string> {
console.debug('[MemoryTool] called with', args);
const providedBranchId = (args as Partial<{ branchId: string }>).branchId;
const fallbackBranchId = (() => {
try {
// Prefer active branch if available
// eslint-disable-next-line @typescript-eslint/no-explicit-any
const active = (editorEngine as any)?.branches?.activeBranch?.id as
| string
| undefined;
return active;
} catch {
return undefined;
}
})();
const branchId = providedBranchId ?? fallbackBranchId;
if (!branchId) {
return 'Error: branchId is required to write memory';
}
console.debug('[MemoryTool] resolved branchId', {
branchId,
provided: !!providedBranchId,
fromActive: !!fallbackBranchId && !providedBranchId,
});
const fs = await getFileSystem(branchId, editorEngine);

if (args.scope === 'conversation') {
return this.handleConversationMemory(args, fs);
} else if (args.scope === 'global') {
return this.handleGlobalMemory(args, fs);
} else {
return 'Error: Invalid scope. Must be "conversation" or "global"';
}
}

private async handleConversationMemory(
args: z.infer<typeof MemoryTool.parameters>,
fs: Awaited<ReturnType<typeof getFileSystem>>,
): Promise<string> {
let items: MemoryItem[] = [];
try {
const raw = await fs.readFile(MEMORY_PATH);
const parsed: unknown = typeof raw === 'string' ? JSON.parse(raw) : [];
items = Array.isArray(parsed) ? (parsed as MemoryItem[]) : [];
console.debug('[MemoryTool] loaded conversation entries', {
count: items.length,
});
} catch {
items = [];
console.debug(
'[MemoryTool] conversation memory file missing or unreadable, starting fresh',
);
}

if (args.action === 'append') {
if (!args.conversationId || !args.entry) {
return 'Error: conversationId and entry are required for append action in conversation scope';
}
const newItem = {
conversationId: args.conversationId,
timestamp: args.entry.timestamp ?? new Date().toISOString(),
summary: args.entry.summary,
actions: args.entry.actions,
data: args.entry.data,
};
items.push(newItem);
console.debug('[MemoryTool] appended conversation entry', {
conversationId: args.conversationId,
total: items.length,
});
} else if (args.action === 'clear') {
if (args.conversationId) {
items = items.filter((i) => i.conversationId !== args.conversationId);
console.debug('[MemoryTool] cleared conversation entries', {
conversationId: args.conversationId,
remaining: items.length,
});
} else {
items = [];
console.debug('[MemoryTool] cleared all conversation entries');
}
}

try {
// Ensure .onlook directory exists before writing
await fs.createDirectory('.onlook');
await fs.writeFile(MEMORY_PATH, JSON.stringify(items, null, 2));
console.debug('[MemoryTool] wrote conversation memory file', {
path: MEMORY_PATH,
count: items.length,
});
} catch (error) {
console.error('[MemoryTool] failed to write conversation memory file', { error });
return `Error: Failed to write conversation memory: ${error instanceof Error ? error.message : 'Unknown error'}`;
}
return `${MemoryTool.toolName} ok (conversation)`;
}

private async handleGlobalMemory(
args: z.infer<typeof MemoryTool.parameters>,
fs: Awaited<ReturnType<typeof getFileSystem>>,
): Promise<string> {
let items: GlobalMemoryItem[] = [];
try {
const raw = await fs.readFile(GLOBAL_MEMORY_PATH);
const parsed: unknown = typeof raw === 'string' ? JSON.parse(raw) : [];
items = Array.isArray(parsed) ? (parsed as GlobalMemoryItem[]) : [];
console.debug('[MemoryTool] loaded global entries', {
count: items.length,
});
} catch {
items = [];
console.debug('[MemoryTool] global memory file missing or unreadable, starting fresh');
}

if (args.action === 'append') {
if (!args.entry) {
return 'Error: entry is required for append action in global scope';
}
const newItem: GlobalMemoryItem = {
id: args.entry.timestamp ?? new Date().toISOString(), // Use timestamp as ID if not provided
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Using the timestamp as an ID for global memory entries could lead to duplicate IDs if entries occur rapidly. Consider using a unique id generator instead.

Suggested change
id: args.entry.timestamp ?? new Date().toISOString(), // Use timestamp as ID if not provided
id: (typeof crypto !== 'undefined' && crypto.randomUUID) ? crypto.randomUUID() : (args.entry.timestamp ?? new Date().toISOString()), // Use unique id if possible, fallback to timestamp

timestamp: args.entry.timestamp ?? new Date().toISOString(),
summary: args.entry.summary,
actions: args.entry.actions,
data: args.entry.data,
tags: args.entry.tags,
};
items.push(newItem);
console.debug('[MemoryTool] appended global entry', {
id: newItem.id,
total: items.length,
});
} else if (args.action === 'clear') {
items = [];
console.debug('[MemoryTool] cleared all global entries');
}

try {
// Ensure .onlook directory exists before writing
await fs.createDirectory('.onlook');
await fs.writeFile(GLOBAL_MEMORY_PATH, JSON.stringify(items, null, 2));
console.debug('[MemoryTool] wrote global memory file', {
path: GLOBAL_MEMORY_PATH,
count: items.length,
});
} catch (error) {
console.error('[MemoryTool] failed to write global memory file', { error });
return `Error: Failed to write global memory: ${error instanceof Error ? error.message : 'Unknown error'}`;
}
return `${MemoryTool.toolName} ok (global)`;
}

static getLabel(input?: z.infer<typeof MemoryTool.parameters>): string {
const scope = input?.scope ?? 'conversation';
if (input?.action === 'append') return `Memory: append (${scope})`;
if (input?.action === 'clear') return `Memory: clear (${scope})`;
return `Memory (${scope})`;
}
}

type MemoryItem = z.infer<typeof MemoryItemSchema>;
type GlobalMemoryItem = z.infer<typeof GlobalMemoryItemSchema>;
4 changes: 4 additions & 0 deletions packages/ai/src/tools/toolset.ts
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,9 @@ import {
GrepTool,
ListBranchesTool,
ListFilesTool,
MemoryTool,
OnlookInstructionsTool,
ReadMemoryTool,
ReadFileTool,
ReadStyleGuideTool,
SandboxTool,
Expand Down Expand Up @@ -44,6 +46,8 @@ const readOnlyToolClasses = [
GrepTool,
TypecheckTool,
CheckErrorsTool,
ReadMemoryTool,
MemoryTool,
];
const editOnlyToolClasses = [
SearchReplaceEditTool,
Expand Down