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chore: import upstream snapshot with attribution
2026-07-13 12:43:05 +08:00

800 lines
25 KiB
TypeScript

/**
* Live-model e2e for LifeOps memory: advanced memory stays enabled by default,
* confirmation-gated task creation, and cross-channel recall of stored
* summaries/facts/long-term memories. Boots a real runtime against a live LLM.
*/
import crypto from "node:crypto";
import fs from "node:fs";
import os from "node:os";
import path from "node:path";
import { fileURLToPath } from "node:url";
import {
buildCharacterFromConfig,
createElizaPlugin,
extractPlugin,
type PluginModuleShape,
} from "@elizaos/agent";
import {
AgentRuntime,
ChannelType,
createMessageMemory,
logger,
type Memory,
type Plugin,
type UUID,
} from "@elizaos/core";
import dotenv from "dotenv";
import { afterAll, beforeAll, expect, it } from "vitest";
import { describeIf } from "../../../packages/test/helpers/conditional-tests.ts";
import {
saveEnv,
sleep,
withTimeout,
} from "../../../packages/test/helpers/test-utils";
import { readLifeOpsOwnerProfile } from "../src/lifeops/owner-profile.js";
import { LifeOpsRepository } from "../src/lifeops/repository.js";
import { LifeOpsService } from "../src/lifeops/service.js";
import { personalAssistantPlugin } from "../src/plugin.js";
import {
applyLocalEmbeddingDefaults,
getLifeOpsLiveSetupWarnings,
getSelectedLiveProviderEnv,
LIVE_CLOUD_ENV_PREFIXES,
LIVE_PROVIDER_ENV_KEYS,
LIVE_TESTS_ENABLED,
selectLifeOpsLiveProvider,
} from "./helpers/lifeops-live-harness.ts";
const testDir = path.dirname(fileURLToPath(import.meta.url));
const packageRoot = path.resolve(testDir, "..");
dotenv.config({ path: path.resolve(packageRoot, ".env") });
dotenv.config({ path: path.resolve(packageRoot, "..", "..", ".env") });
type SessionSummaryLike = {
id: UUID;
summary: string;
messageCount: number;
topics?: string[];
};
type LongTermMemoryLike = {
id: UUID;
content: string;
category: string;
};
type MemoryServiceLike = {
getCurrentSessionSummary(roomId: UUID): Promise<SessionSummaryLike | null>;
getLongTermMemories(
entityId: UUID,
category?: string,
limit?: number,
): Promise<LongTermMemoryLike[]>;
};
async function loadPlugin(name: string): Promise<Plugin | null> {
try {
return extractPlugin(
(await import(name)) as PluginModuleShape,
) as Plugin | null;
} catch (error) {
logger.warn(
`[lifeops-memory-live] failed to load ${name}: ${
error instanceof Error ? error.message : String(error)
}`,
);
return null;
}
}
function normalizeText(text: string): string {
return text.toLowerCase().replace(/\s+/g, " ").trim();
}
function readPersistedOwnerName(configPath: string): string {
if (!fs.existsSync(configPath)) {
return "";
}
try {
const raw = fs.readFileSync(configPath, "utf-8");
const parsed = JSON.parse(raw) as {
ui?: {
ownerName?: unknown;
};
};
return normalizeText(String(parsed.ui?.ownerName ?? ""));
} catch {
return "";
}
}
async function handleMessageAndCollectText(
runtime: AgentRuntime,
message: ReturnType<typeof createMessageMemory>,
timeoutMs = 120_000,
): Promise<string> {
let responseText = "";
const result = await withTimeout(
Promise.resolve(
runtime.messageService?.handleMessage(
runtime,
message,
async (content: { text?: string }) => {
if (content.text) {
responseText += content.text;
}
return [];
},
),
),
timeoutMs,
"handleMessage",
);
return responseText || String(result?.responseContent?.text ?? "");
}
async function sendUserTurn(args: {
runtime: AgentRuntime;
entityId: UUID;
roomId: UUID;
source: string;
text: string;
timeoutMs?: number;
}): Promise<string> {
const message = createMessageMemory({
id: crypto.randomUUID() as UUID,
entityId: args.entityId,
roomId: args.roomId,
metadata: {
type: "user_message",
entityName: "shaw",
},
content: {
text: args.text,
source: args.source,
channelType: ChannelType.DM,
},
});
const responseText = await handleMessageAndCollectText(
args.runtime,
message,
args.timeoutMs,
);
return responseText;
}
async function waitForValue<T>(
label: string,
getValue: () => Promise<T>,
predicate: (value: T) => boolean,
timeoutMs = 60_000,
intervalMs = 1_000,
): Promise<T> {
const deadline = Date.now() + timeoutMs;
let lastValue: T | undefined;
while (Date.now() < deadline) {
lastValue = await getValue();
if (predicate(lastValue)) {
return lastValue;
}
await sleep(intervalMs);
}
throw new Error(
`Timed out waiting for ${label}: ${JSON.stringify(lastValue)}`,
);
}
async function ensureDmRoom(args: {
runtime: AgentRuntime;
entityId: UUID;
roomId: UUID;
worldId: UUID;
source: string;
channelId: string;
userName: string;
}): Promise<void> {
await args.runtime.ensureWorldExists({
id: args.worldId,
name: `${args.source}-world`,
agentId: args.runtime.agentId,
} as Parameters<typeof args.runtime.ensureWorldExists>[0]);
await args.runtime.ensureConnection({
entityId: args.entityId,
roomId: args.roomId,
worldId: args.worldId,
userName: args.userName,
name: args.userName,
source: args.source,
channelId: args.channelId,
type: ChannelType.DM,
});
await args.runtime.ensureParticipantInRoom(args.runtime.agentId, args.roomId);
await args.runtime.ensureParticipantInRoom(args.entityId, args.roomId);
}
function findDefinitionByTitle(
definitions: Awaited<ReturnType<LifeOpsService["listDefinitions"]>>,
title: string,
) {
return (
definitions.find(
(entry) => normalizeText(entry.definition.title) === normalizeText(title),
) ?? null
);
}
const selectedLiveProvider = await selectLifeOpsLiveProvider();
const selectedProviderEnv = getSelectedLiveProviderEnv(selectedLiveProvider);
// Cerebras is a first-class live provider for this suite: the harness selects
// it as its own named provider and routes it through @elizaos/plugin-openai's
// OpenAI-compatible mode (OPENAI_BASE_URL → api.cerebras.ai), matching the
// runtime's own "cerebras" provider id in the first-run catalog.
const MEMORY_SUITE_PROVIDER_NAMES = new Set([
"cerebras",
"openai",
"openrouter",
"google",
"anthropic",
]);
const MEMORY_SUITE_PROVIDER_SUPPORTED =
selectedLiveProvider !== null &&
MEMORY_SUITE_PROVIDER_NAMES.has(selectedLiveProvider.name);
const LIVE_SUITE_ENABLED =
LIVE_TESTS_ENABLED &&
selectedLiveProvider !== null &&
MEMORY_SUITE_PROVIDER_SUPPORTED;
if (!LIVE_SUITE_ENABLED) {
const warnings = [
...getLifeOpsLiveSetupWarnings(selectedLiveProvider),
selectedLiveProvider && !MEMORY_SUITE_PROVIDER_SUPPORTED
? `selected provider "${selectedLiveProvider.name}" does not support the reflection/fact-extraction live suite; use Cerebras, OpenAI, OpenRouter, Google, or Anthropic`
: null,
].filter((entry): entry is string => Boolean(entry));
console.info(
`[lifeops-memory-live] suite skipped until setup is complete: ${warnings.join(" | ")}`,
);
}
describeIf(LIVE_SUITE_ENABLED)(
"Live: LifeOps multi-turn memory and cross-channel behavior",
() => {
let runtime: AgentRuntime;
let lifeOpsService: LifeOpsService;
let memoryService: MemoryServiceLike;
let envBackup: { restore: () => void };
let cloudEnvBackup: Record<string, string> = {};
const ownerId = crypto.randomUUID() as UUID;
const workspaceDir = fs.mkdtempSync(
path.join(os.tmpdir(), "eliza-lifeops-live-workspace-"),
);
const stateDir = fs.mkdtempSync(
path.join(os.tmpdir(), "eliza-lifeops-live-state-"),
);
const configPath = path.join(stateDir, "eliza.json");
const pgliteDir = fs.mkdtempSync(
path.join(os.tmpdir(), "eliza-lifeops-live-pglite-"),
);
const envKeys = [
...LIVE_PROVIDER_ENV_KEYS,
"PGLITE_DATA_DIR",
"LOCAL_EMBEDDING_DIMENSIONS",
"EMBEDDING_DIMENSION",
"ELIZA_DISABLE_LOCAL_EMBEDDINGS",
"ELIZA_STATE_DIR",
"ELIZA_CONFIG_PATH",
"ELIZA_PERSIST_CONFIG_PATH",
];
beforeAll(async () => {
envBackup = saveEnv(...envKeys);
process.env.PGLITE_DATA_DIR = pgliteDir;
process.env.ELIZA_STATE_DIR = stateDir;
process.env.ELIZA_CONFIG_PATH = configPath;
process.env.ELIZA_PERSIST_CONFIG_PATH = configPath;
delete process.env.ELIZA_STATE_DIR;
delete process.env.ELIZA_CONFIG_PATH;
delete process.env.ELIZA_PERSIST_CONFIG_PATH;
process.env.LOG_LEVEL = process.env.ELIZA_E2E_LOG_LEVEL ?? "error";
applyLocalEmbeddingDefaults(process.env);
cloudEnvBackup = Object.fromEntries(
Object.entries(process.env).filter(
([key, value]) =>
typeof value === "string" &&
LIVE_CLOUD_ENV_PREFIXES.some((prefix) => key.startsWith(prefix)),
),
);
for (const key of Object.keys(process.env)) {
if (LIVE_CLOUD_ENV_PREFIXES.some((prefix) => key.startsWith(prefix))) {
delete process.env[key];
}
}
for (const key of LIVE_PROVIDER_ENV_KEYS) {
delete process.env[key];
}
Object.assign(process.env, selectedProviderEnv);
const character = buildCharacterFromConfig({});
character.settings = {
...character.settings,
ELIZA_ADMIN_ENTITY_ID: ownerId,
MEMORY_SUMMARIZATION_THRESHOLD: 4,
MEMORY_SUMMARIZATION_INTERVAL: 1,
MEMORY_RETAIN_RECENT: 2,
MEMORY_MAX_NEW_MESSAGES: 12,
MEMORY_EXTRACTION_THRESHOLD: 4,
MEMORY_EXTRACTION_INTERVAL: 1,
};
character.secrets = {
...selectedProviderEnv,
};
const sqlPlugin = await loadPlugin("@elizaos/plugin-sql");
const schedulingPlugin = await loadPlugin("@elizaos/plugin-scheduling");
const providerPlugin = selectedLiveProvider
? await loadPlugin(selectedLiveProvider.plugin)
: null;
if (!sqlPlugin || !schedulingPlugin || !providerPlugin) {
throw new Error("Required live plugins were not available.");
}
// personalAssistantPlugin supplies the LifeOps schema migration and the
// routine/reminder action surface the confirmation-gated flows drive;
// plugin-scheduling hosts the ScheduledTaskRunnerService PA's runner
// wiring expects (always loaded in production).
runtime = new AgentRuntime({
character,
plugins: [
providerPlugin,
createElizaPlugin({
agentId: "main",
workspaceDir,
}),
schedulingPlugin,
personalAssistantPlugin as Plugin,
],
conversationLength: 12,
enableAutonomy: false,
logLevel: process.env.ELIZA_E2E_LOG_LEVEL ?? "error",
});
await runtime.registerPlugin(sqlPlugin);
if (runtime.adapter && !(await runtime.adapter.isReady())) {
await runtime.adapter.init();
}
await runtime.initialize();
// Bootstrap the LifeOps schema (plus carve-out mirrors) before any
// repository-backed reads/writes — listDefinitions and the routine
// confirmation flow 42P01 if they outrun migration.
await LifeOpsRepository.bootstrapSchema(runtime);
lifeOpsService = new LifeOpsService(runtime, {
ownerEntityId: ownerId,
});
memoryService = (await runtime.getServiceLoadPromise(
"memory",
)) as MemoryServiceLike;
}, 180_000);
afterAll(async () => {
if (runtime) {
try {
await withTimeout(runtime.stop(), 90_000, "runtime.stop()");
} catch (error) {
logger.warn(
`[lifeops-memory-live] runtime.stop failed: ${
error instanceof Error ? error.message : String(error)
}`,
);
}
}
envBackup?.restore();
for (const key of Object.keys(process.env)) {
if (LIVE_CLOUD_ENV_PREFIXES.some((prefix) => key.startsWith(prefix))) {
delete process.env[key];
}
}
for (const [key, value] of Object.entries(cloudEnvBackup)) {
process.env[key] = value;
}
fs.rmSync(workspaceDir, { recursive: true, force: true });
fs.rmSync(stateDir, { recursive: true, force: true });
fs.rmSync(pgliteDir, { recursive: true, force: true });
}, 120_000);
it("keeps advanced memory enabled by default in the live Eliza runtime", async () => {
expect(runtime.character.advancedMemory).toBe(true);
expect(memoryService).toBeTruthy();
expect(
runtime.providers.some(
(provider) => provider.name === "SUMMARIZED_CONTEXT",
),
).toBe(true);
expect(
runtime.providers.some(
(provider) => provider.name === "LONG_TERM_MEMORY",
),
).toBe(true);
expect(
runtime.actions.some(
(action) => action.name === "MEMORY_SUMMARIZATION",
),
).toBe(true);
expect(
runtime.actions.some(
(action) => action.name === "LONG_TERM_MEMORY_EXTRACTION",
),
).toBe(true);
expect(
runtime.actions.some((action) => action.name === "REFLECTION"),
).toBe(true);
});
it("starts with smalltalk, previews brush-teeth creation, then saves it only after confirmation", async () => {
const roomId = crypto.randomUUID() as UUID;
const worldId = crypto.randomUUID() as UUID;
await ensureDmRoom({
runtime,
entityId: ownerId,
roomId,
worldId,
source: "telegram",
channelId: `telegram-${roomId}`,
userName: "shaw",
});
const turn1 = await sendUserTurn({
runtime,
entityId: ownerId,
roomId,
source: "telegram",
text: "hey, mornings have been a little chaotic lately.",
});
expect(turn1.trim().length).toBeGreaterThan(0);
const turn2 = await sendUserTurn({
runtime,
entityId: ownerId,
roomId,
source: "telegram",
text: "the main thing i keep forgetting is brushing my teeth before i start working.",
});
expect(turn2.trim().length).toBeGreaterThan(0);
const beforePreviewDefinitions = await lifeOpsService.listDefinitions();
expect(
findDefinitionByTitle(beforePreviewDefinitions, "Brush teeth"),
).toBeNull();
const createPrompt =
"Please make that into a routine named Brush teeth with reminders around 8am and 9pm. Just preview the plan for now and do not save it yet.";
const previewResponse = await sendUserTurn({
runtime,
entityId: ownerId,
roomId,
source: "telegram",
text: createPrompt,
});
expect(previewResponse.trim().length).toBeGreaterThan(0);
expect(
findDefinitionByTitle(
await lifeOpsService.listDefinitions(),
"Brush teeth",
),
).toBeNull();
const confirmResponse = await sendUserTurn({
runtime,
entityId: ownerId,
roomId,
source: "telegram",
text: "Yes, save that Brush teeth routine now with reminders at 8am and 9pm.",
});
expect(confirmResponse).toMatch(/saved/i);
const brushTeeth = await waitForValue(
"brush-teeth definition",
async () =>
findDefinitionByTitle(
await lifeOpsService.listDefinitions(),
"Brush teeth",
),
(entry) => entry !== null,
);
expect(brushTeeth?.definition.cadence).toMatchObject({
kind: "times_per_day",
slots: expect.arrayContaining([
expect.objectContaining({ minuteOfDay: 8 * 60 }),
expect.objectContaining({ minuteOfDay: 21 * 60 }),
]),
});
expect(brushTeeth?.reminderPlan?.id ?? null).not.toBeNull();
const preferencePrompt =
"Now turn the Brush teeth reminder intensity down to minimal.";
const preferenceResponse = await sendUserTurn({
runtime,
entityId: ownerId,
roomId,
source: "telegram",
text: preferencePrompt,
});
expect(preferenceResponse).toMatch(/brush teeth/i);
expect(preferenceResponse).toMatch(/minimal/i);
const preference = await lifeOpsService.getReminderPreference(
brushTeeth?.definition.id,
);
expect(preference.effective.intensity).toBe("minimal");
}, 240_000);
it("stores summaries, reflection facts, and long-term memories, then recalls them from another channel", async () => {
const sourceRoomId = crypto.randomUUID() as UUID;
const sourceWorldId = crypto.randomUUID() as UUID;
const targetRoomId = crypto.randomUUID() as UUID;
const targetWorldId = crypto.randomUUID() as UUID;
await ensureDmRoom({
runtime,
entityId: ownerId,
roomId: sourceRoomId,
worldId: sourceWorldId,
source: "telegram",
channelId: `telegram-${sourceRoomId}`,
userName: "shaw",
});
await ensureDmRoom({
runtime,
entityId: ownerId,
roomId: targetRoomId,
worldId: targetWorldId,
source: "discord",
channelId: `discord-${targetRoomId}`,
userName: "shaw",
});
const setupTurns = [
"hey, quick check-in before we get into anything serious.",
"small thing to remember: i always prefer text reminders and i do not want phone-call reminders.",
"to be explicit, that is a stable preference for me: text reminders only, never phone calls.",
"also, i wear Invisalign during the day and i usually forget to put it back in after lunch.",
"that invisalign thing is a real recurring pattern for me, especially on weekdays after lunch.",
"gentle nudges work better for me than aggressive ones.",
"can you keep those preferences in mind for later?",
];
for (const text of setupTurns) {
await sendUserTurn({
runtime,
entityId: ownerId,
roomId: sourceRoomId,
source: "telegram",
text,
});
}
const sessionSummary =
await memoryService.getCurrentSessionSummary(sourceRoomId);
if (sessionSummary) {
expect(sessionSummary.summary.trim().length).toBeGreaterThan(0);
}
const reflectionFacts = await waitForValue(
"reflection facts",
async () =>
(await runtime.getMemories({
tableName: "facts",
roomId: sourceRoomId,
count: 20,
unique: false,
})) as Memory[],
(facts) =>
facts.some((fact) =>
/text|phone|invisalign/i.test(String(fact.content?.text ?? "")),
),
120_000,
);
expect(reflectionFacts.length).toBeGreaterThan(0);
const relationships = await waitForValue(
"reflection relationships",
async () =>
await runtime.getRelationships({
entityIds: [ownerId],
}),
(entries) => Array.isArray(entries) && entries.length > 0,
);
expect(relationships.length).toBeGreaterThan(0);
const longTermMemories = await waitForValue(
"long-term memories",
async () => memoryService.getLongTermMemories(ownerId, undefined, 10),
(memories) =>
memories.some((memory) =>
/text|phone|invisalign/i.test(memory.content),
),
90_000,
);
expect(longTermMemories.length).toBeGreaterThan(0);
const crossChannelResponse = await sendUserTurn({
runtime,
entityId: ownerId,
roomId: targetRoomId,
source: "discord",
text: "we switched channels. what reminder channel do i prefer, and what do i usually forget after lunch?",
});
const normalizedResponse = normalizeText(crossChannelResponse);
expect(normalizedResponse).toContain("text");
expect(normalizedResponse).toContain("invisalign");
}, 240_000);
it("extracts, persists, updates, and protects the owner profile across channels with a live model", async () => {
const sourceRoomId = crypto.randomUUID() as UUID;
const sourceWorldId = crypto.randomUUID() as UUID;
const targetRoomId = crypto.randomUUID() as UUID;
const targetWorldId = crypto.randomUUID() as UUID;
const intruderId = crypto.randomUUID() as UUID;
const intruderRoomId = crypto.randomUUID() as UUID;
const intruderWorldId = crypto.randomUUID() as UUID;
await ensureDmRoom({
runtime,
entityId: ownerId,
roomId: sourceRoomId,
worldId: sourceWorldId,
source: "telegram",
channelId: `telegram-${sourceRoomId}`,
userName: "shaw",
});
await ensureDmRoom({
runtime,
entityId: ownerId,
roomId: targetRoomId,
worldId: targetWorldId,
source: "discord",
channelId: `discord-${targetRoomId}`,
userName: "shaw",
});
await ensureDmRoom({
runtime,
entityId: intruderId,
roomId: intruderRoomId,
worldId: intruderWorldId,
source: "telegram",
channelId: `telegram-${intruderRoomId}`,
userName: "mallory",
});
const baselineOwnerProfile = await readLifeOpsOwnerProfile(runtime);
expect(baselineOwnerProfile).toMatchObject({
relationshipStatus: "n/a",
partnerName: "n/a",
orientation: "n/a",
gender: "n/a",
age: "n/a",
location: "n/a",
updatedAt: null,
});
expect(["", "admin"].includes(readPersistedOwnerName(configPath))).toBe(
true,
);
const setupTurns = [
"Please silently update my Life Ops owner profile with these exact stable fields: name=Shaw, relationshipStatus=single, orientation=straight, gender=male, age=34, location=Denver.",
];
for (const text of setupTurns) {
await sendUserTurn({
runtime,
entityId: ownerId,
roomId: sourceRoomId,
source: "telegram",
text,
});
}
const initialOwnerProfile = await waitForValue(
"lifeops owner profile",
async () => readLifeOpsOwnerProfile(runtime),
(profile) =>
normalizeText(profile.name).includes("shaw") &&
normalizeText(profile.relationshipStatus).includes("single") &&
/straight|heterosexual/.test(normalizeText(profile.orientation)) &&
/man|male/.test(normalizeText(profile.gender)) &&
normalizeText(profile.age).includes("34") &&
normalizeText(profile.location).includes("denver"),
120_000,
);
expect(initialOwnerProfile.partnerName).toBe("n/a");
expect(initialOwnerProfile.updatedAt).not.toBeNull();
const persistedOwnerName = await waitForValue(
"persisted owner name",
async () => readPersistedOwnerName(configPath),
(name) => name.includes("shaw"),
30_000,
);
expect(persistedOwnerName).toContain("shaw");
const updateTurns = [
"Please silently update my Life Ops owner profile with these exact fields: relationshipStatus=partnered, partnerName=Alex, location=Boulder. Everything else stays the same.",
];
for (const text of updateTurns) {
await sendUserTurn({
runtime,
entityId: ownerId,
roomId: targetRoomId,
source: "discord",
text,
});
}
const updatedOwnerProfile = await waitForValue(
"updated lifeops owner profile",
async () => readLifeOpsOwnerProfile(runtime),
(profile) =>
normalizeText(profile.name).includes("shaw") &&
normalizeText(profile.relationshipStatus).includes("partner") &&
normalizeText(profile.partnerName).includes("alex") &&
/straight|heterosexual/.test(normalizeText(profile.orientation)) &&
/man|male/.test(normalizeText(profile.gender)) &&
normalizeText(profile.age).includes("34") &&
normalizeText(profile.location).includes("boulder"),
120_000,
);
expect(updatedOwnerProfile.name).toBe(initialOwnerProfile.name);
expect(updatedOwnerProfile.age).toBe(initialOwnerProfile.age);
expect(updatedOwnerProfile.orientation).toBe(
initialOwnerProfile.orientation,
);
expect(updatedOwnerProfile.gender).toBe(initialOwnerProfile.gender);
const baselineProtectedProfile = await readLifeOpsOwnerProfile(runtime);
const intruderTurns = [
"For your records, my name is Mallory.",
"I am married to Pat, I am 41, and I live in Austin.",
"Please remember that as my profile.",
];
for (const text of intruderTurns) {
await sendUserTurn({
runtime,
entityId: intruderId,
roomId: intruderRoomId,
source: "telegram",
text,
});
}
await sleep(5_000);
const protectedProfile = await readLifeOpsOwnerProfile(runtime);
expect(protectedProfile).toMatchObject({
name: baselineProtectedProfile.name,
relationshipStatus: baselineProtectedProfile.relationshipStatus,
partnerName: baselineProtectedProfile.partnerName,
orientation: baselineProtectedProfile.orientation,
gender: baselineProtectedProfile.gender,
age: baselineProtectedProfile.age,
location: baselineProtectedProfile.location,
});
expect(readPersistedOwnerName(configPath)).toContain("shaw");
}, 360_000);
},
);