Personal AI executive assistant — inbox monitoring, classification, and Slack alerts
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Adam Moussa aebf6c43c6 Add conversational assistant via Bedrock Sonnet tool-use
Listener posts "Thinking..." placeholder and async-invokes a new
exec-aide-conversation Lambda that runs a Bedrock Sonnet tool-use loop
over 7 email tools, then updates the Slack message with the response.
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Exec Aide

Personal AI executive assistant for Adam Moussa. Monitors Gmail inbox, classifies emails by urgency using Claude Haiku (Bedrock), delivers Slack alerts and daily digests, and supports two-way conversation via Slack DM.

Architecture

EventBridge (15 min) → fetch-classify Lambda → Gmail API → Bedrock Haiku → DynamoDB + Slack DM
EventBridge Scheduler (5 PM ET M-F) → daily-digest Lambda → DynamoDB + Gmail API → Slack DM
Fargate (Socket Mode) → Slack listener → conversation Lambda → Bedrock Sonnet + tools → Slack reply

Stack: CDK (TypeScript), stack name exec-aide, region us-east-1

Services

  • exec-aide-fetch-classify (Lambda): Polls Gmail via History API every 15 minutes, classifies each new message via Bedrock Haiku, filters out marketing, sends immediate Slack DM for HIGH priority, tracks thread state for unanswered detection.
  • exec-aide-daily-digest (Lambda): Runs weekdays at 5 PM ET (DST-aware). Summarizes high-priority items, bypassed work orders, and unanswered threads older than 24h.
  • exec-aide-conversation (Lambda): Bedrock Sonnet-powered conversational assistant. Handles multi-turn conversations with tool use for inbox queries, email search, thread details, and on-demand digest triggers. Invoked asynchronously by the listener.
  • exec-aide-listener (Fargate): Socket Mode Slack bot for two-way conversation. Receives DMs, posts "Thinking..." placeholder, invokes conversation Lambda async, which updates the placeholder with the response. Runs in a dedicated VPC (10.30.0.0/16) on ARM64.
  • DynamoDB exec-aide: Single-table design (MSG#, THD#, META#, CONV# prefixes). GSI by-date for daily digest queries. 90-day TTL.

Conversation Tools

The conversation Lambda has access to these tools:

Tool Description
get_inbox_summary Today's email stats + recent high-priority items
get_high_priority_emails HIGH-classified emails for a given date
get_unanswered_threads Threads awaiting reply for 24h+
get_bypassed_work_orders Emails sent without CC'ing work-orders@
search_emails_by_sender Find emails from a specific sender
get_email_thread_detail Full thread context from Gmail
trigger_daily_digest Send a digest on demand

CDK Constructs

  • lib/constructs/email-pipeline.ts — DynamoDB table, all three Lambda functions, EventBridge schedules
  • lib/constructs/socket-mode.ts — VPC, ECS cluster, Fargate service, ECR repo (image built automatically via ContainerImage.fromAsset())

Classification Rules

Category Trigger
HIGH VIP sender, urgency keywords, escalation language, financial/legal matters
NORMAL Standard business correspondence
LOW FYI-only, calendar confirmations, informational notifications
MARKETING Newsletters, promotions, bulk mailings, cold outreach (filtered out)
Bypassed WO Email to Adam without work-orders@ in TO/CC
Unanswered Thread where Adam hasn't replied in 24h+

Prerequisites

  • AWS CDK CLI (npm install -g aws-cdk)
  • Node.js 18+, Python 3.12
  • Docker (for Lambda bundling and Fargate image builds)
  • Gmail API enabled in Google Cloud Console (project: exec-aide)
  • Slack app "Exec Aide" with Socket Mode enabled

One-Time Setup

1. Gmail OAuth

pip install google-auth-oauthlib
python scripts/get_gmail_token.py --client-secrets-file path/to/client_secret.json
# Authorize as adam@seahavenind.com, copy output to Secrets Manager

2. Secrets Manager

Secret Contents
exec-aide/gmail-oauth { client_id, client_secret, refresh_token, access_token, token_expiry }
exec-aide/slack-credentials { botToken, signingSecret, appToken }

3. SSM Parameters

Parameter Value
/exec-aide/adam-email adam@seahavenind.com
/exec-aide/adam-slack-user-id Slack user ID
/exec-aide/vip-senders JSON array of email addresses
/exec-aide/vip-domains JSON array of domains
/exec-aide/work-order-addresses ["work-orders@seahavenind.com","work-orders@seahaven.com"]
/exec-aide/unanswered-threshold-hours 24

Deploy

npm install
cdk deploy

Manual Testing

aws lambda invoke --function-name exec-aide-fetch-classify /dev/stdout
aws lambda invoke --function-name exec-aide-daily-digest /dev/stdout

Or DM the Exec Aide bot in Slack to test the conversational assistant.

Updating VIP List

Edit the SSM parameters — changes take effect on the next Lambda cold start:

aws ssm put-parameter --name /exec-aide/vip-senders --value '["new@example.com"]' --type String --overwrite