Handle routine data requests without dropping everything
A Slack bot that intercepts routine data requests, searches existing dashboards and past queries for the answer, and only generates SQL when the request is clear and safe. Analysts step in when it genuinely needs human judgment.
Create a skill called "Ad Hoc Deflector". Set up a Slack sub-agent that monitors a designated channel for data requests. When someone asks a question (e.g., "What was our revenue last month by region?"), the agent should: (1) Search existing dashboards and saved queries for an existing answer — if found, reply with a link and the relevant data. (2) If no existing answer, parse the question into a SQL query, show the query for transparency, and execute it only in read-only mode when the request is clear and safe. (3) If the question is ambiguous, high-risk, or requires judgment (e.g., "Why did churn go up?"), escalate to a human analyst with context instead of guessing. Log every request, whether it was auto-answered or escalated, and the time it would have taken a human. Generate a weekly summary showing volume, auto-answer rate, and recurring questions that should become dashboards.
Every analyst knows the pain: 15 Slack DMs asking for "quick pulls" that each
take 30 minutes. Most of these questions have already been answered somewhere —
in a dashboard nobody remembers, a query someone ran last month, or an email
thread from Q3. This skill is the first line of defense.
Monday morning reports that write themselves
Automates the entire weekly/monthly reporting pipeline — runs the queries, populates the template, generates a narrative summary, flags anomalies, and emails/Slacks the finished report. You review it instead of building it.
A close calendar that actually drives behavior
A close orchestration workflow that translates the close calendar into daily priorities, owners, dependencies, and escalation actions. One status view for leadership instead of a dozen "where are we?" Slack messages.
Local-first AI assistant that automates small daily tasks safely on your device
A personal, local-first AI assistant that automates small daily tasks—organizing files, setting reminders, and monitoring system events—without touching sensitive data or taking risky actions without your approval.
Email and calendar without leaving your terminal
Full Gmail control via the gog CLI. Read, send, search, organize emails. Create events, set reminders, RSVP to invitations. All from natural language or CLI commands.