email processing agent

apps/x/apps/renderer/src/components/email-view.tsx

@@ -562,8 +562,10 @@ export function EmailView() {
     const important: GmailThread[] = []
     const other: GmailThread[] = []
     for (const thread of filteredThreads) {
-      if (thread.messages.length > 1) important.push(thread)
+      // Default unclassified threads to Important so we don't hide anything
-      else other.push(thread)
+      // before the classifier has run on them.
+      if (thread.importance === 'other') other.push(thread)
+      else important.push(thread)
     }
     return { importantThreads: important, otherThreads: other }
   }, [filteredThreads])

apps/x/packages/core/src/knowledge/classify_thread.ts

@@ -0,0 +1,115 @@
+import { z } from 'zod';
+import { generateObject } from 'ai';
+import { google } from 'googleapis';
+import type { OAuth2Client } from 'google-auth-library';
+import { createProvider } from '../models/models.js';
+import {
+    getDefaultModelAndProvider,
+    getKgModel,
+    resolveProviderConfig,
+} from '../models/defaults.js';
+import { captureLlmUsage } from '../analytics/usage.js';
+import type { GmailThreadSnapshot } from './sync_gmail.js';
+
+let cachedUserEmail: string | null = null;
+
+export async function getUserEmail(auth: OAuth2Client): Promise<string | null> {
+    if (cachedUserEmail) return cachedUserEmail;
+    try {
+        const gmailClient = google.gmail({ version: 'v1', auth });
+        const res = await gmailClient.users.getProfile({ userId: 'me' });
+        if (res.data.emailAddress) {
+            cachedUserEmail = res.data.emailAddress.toLowerCase();
+            return cachedUserEmail;
+        }
+    } catch (err) {
+        console.warn('[Email classifier] getProfile failed:', err);
+    }
+    return null;
+}
+
+export interface Classification {
+    importance: 'important' | 'other';
+    summary?: string;
+}
+
+const ClassificationSchema = z.object({
+    importance: z.enum(['important', 'other']).describe('important = real correspondence, action-required, or content worth referencing later. other = newsletters, marketing, automated notifications, transactional receipts, cold outreach.'),
+    summary: z.string().optional().describe('One or two sentences capturing what the thread is about and any implied action. Required when importance is important. Omit when other.'),
+});
+
+const SYSTEM_PROMPT = `You classify a Gmail thread for a personal inbox view.
+
+Decide if the thread is "important" or "other":
+
+- important: real human correspondence the user is part of (customer, investor, team, vendor, candidate); a time-sensitive notification; a message that needs a response from the user; anything worth referencing later (contracts, pricing, deadlines, decisions).
+- other: newsletters, industry digests, marketing or promotional, product tips from vendors, automated notifications (verifications, recording uploads, platform policy updates), transactional confirmations (payment receipts, GST/tax filings, salary disbursements), unsolicited cold outreach.
+
+When the thread is important, write a 1-2 sentence summary that captures the gist and any action implied (e.g. "Customer requesting a demo next Tuesday; needs a calendar link." or "Investor following up on Q3 metrics; reply expected."). Omit the summary when the thread is "other".
+
+Be decisive — pick exactly one label. Do not hedge.`;
+
+function userReplied(snapshot: GmailThreadSnapshot, userEmail: string | null): boolean {
+    if (!userEmail) return false;
+    const needle = userEmail.toLowerCase();
+    return snapshot.messages.some(m => (m.from || '').toLowerCase().includes(needle));
+}
+
+function buildPrompt(snapshot: GmailThreadSnapshot): string {
+    const lines: string[] = [];
+    lines.push(`Subject: ${snapshot.subject || '(no subject)'}`);
+    lines.push(`Message count: ${snapshot.messages.length}`);
+    lines.push('');
+    const latest = snapshot.messages[snapshot.messages.length - 1];
+    if (latest) {
+        lines.push(`Latest message:`);
+        lines.push(`  From: ${latest.from || 'unknown'}`);
+        if (latest.to) lines.push(`  To: ${latest.to}`);
+        if (latest.date) lines.push(`  Date: ${latest.date}`);
+        lines.push('');
+        const snippet = (latest.body || '').replace(/\s+/g, ' ').slice(0, 1200).trim();
+        lines.push(`  Body:`);
+        lines.push(`  ${snippet}`);
+    }
+    return lines.join('\n');
+}
+
+export async function classifyThread(
+    snapshot: GmailThreadSnapshot,
+    userEmail: string | null,
+): Promise<Classification> {
+    if (userReplied(snapshot, userEmail)) {
+        return { importance: 'important' };
+    }
+
+    try {
+        const modelId = await getKgModel();
+        const { provider } = await getDefaultModelAndProvider();
+        const config = await resolveProviderConfig(provider);
+        const model = createProvider(config).languageModel(modelId);
+
+        const result = await generateObject({
+            model,
+            system: SYSTEM_PROMPT,
+            prompt: buildPrompt(snapshot),
+            schema: ClassificationSchema,
+        });
+
+        captureLlmUsage({
+            useCase: 'knowledge_sync',
+            subUseCase: 'email_classifier',
+            model: modelId,
+            provider,
+            usage: result.usage,
+        });
+
+        const out: Classification = { importance: result.object.importance };
+        if (result.object.importance === 'important' && result.object.summary) {
+            out.summary = result.object.summary;
+        }
+        return out;
+    } catch (err) {
+        console.warn(`[Email classifier] LLM call failed for thread ${snapshot.threadId}:`, err);
+        return { importance: 'important' };
+    }
+}

apps/x/packages/core/src/knowledge/sync_gmail.ts

@@ -8,6 +8,7 @@ import { GoogleClientFactory } from './google-client-factory.js';
 import { serviceLogger, type ServiceRunContext } from '../services/service_logger.js';
 import { limitEventItems } from './limit_event_items.js';
 import { createEvent } from '../events/producer.js';
+import { classifyThread, getUserEmail } from './classify_thread.js';
 
 // Configuration
 const SYNC_DIR = path.join(WorkDir, 'gmail_sync');
@@ -80,6 +81,7 @@ export interface GmailThreadSnapshot {
     latest_email?: string;
     past_summary?: string;
     unread?: boolean;
+    importance?: 'important' | 'other';
     messages: Array<{
         id?: string;
         from?: string;
@@ -398,6 +400,15 @@ export async function fetchThreadSnapshot(threadId: string, expectedHistoryId?:
         messages: parsed,
     };
 
+    try {
+        const userEmail = await getUserEmail(auth);
+        const classification = await classifyThread(snapshot, userEmail);
+        snapshot.importance = classification.importance;
+        if (classification.summary) snapshot.summary = classification.summary;
+    } catch (err) {
+        console.warn(`[Gmail] classify failed for ${threadId}:`, err);
+    }
+
     if (res.data.historyId) {
         writeCachedSnapshot(threadId, res.data.historyId, snapshot);
     }

apps/x/packages/shared/src/blocks.ts

@@ -121,6 +121,7 @@ export const GmailThreadSchema = EmailBlockSchema.extend({
   threadId: z.string(),
   threadUrl: z.string().url(),
   unread: z.boolean().optional(),
+  importance: z.enum(['important', 'other']).optional(),
   messages: z.array(GmailThreadMessageSchema),
 });