Query live production data in plain English without touching a database client

Ask Zero a question about your production data. Zero writes the SQL, runs it read-only against your live database, and returns the answer in Slack — no credentials, no client, no risk of a mutating query.

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Why answering a simple data question takes longer than it should

A stakeholder asks how many users completed onboarding in the last 30 days. It's a simple question, but answering it means opening a DB client, finding the right table, writing a query, making sure you're on read-only credentials, running it, and formatting the result. Zero handles the whole chain — just ask the question in Slack.

How to ask Zero to query production data

@Zero how many users signed up in the last 30 days? Query the production database.

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How Zero translates your question into a safe read-only query

Zero interprets your question

Zero maps your plain-language question to the relevant tables and columns in your production schema.

Zero runs a read-only query

Zero executes only SELECT statements against production. No writes, no mutations. Credentials are retrieved securely via Doppler — they never appear in the conversation.

Results returned in Slack

Zero posts the query result in the thread, formatted as a readable summary. For large result sets, it returns the key numbers and offers to export the full table.

Export results, schedule recurring counts, or file an issue from findings

Export to a spreadsheet

Get the full result set in a usable format

@Zero re-run that query and export the results to a Google Sheet named 'DAU by Plan — April 2026'.

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Schedule a recurring count

Track a metric automatically

@Zero every Monday morning, query production for last week's new user count and post to #metrics.

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File an issue from a finding

Escalate an anomaly you discovered

@Zero create a GitHub issue for the users with credit balance above 1000 — title 'Credit balance anomaly', assign to Ethan.

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Required integrations: vm0 (production database skill)

vm0

vm0's production database skill is required. It provides a read-only connection to your Postgres instance via securely managed credentials — no manual setup needed.

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Slack

Slack is where you ask the question and receive the result.

Opcional

Best practices for safe production data access

●Always specify 'production database' or 'prod DB' in your prompt so Zero knows which connection to use if you have multiple environments.

●Zero runs only SELECT queries. If you need to modify data, Zero will flag it and ask you to handle it through the appropriate workflow instead.

●For sensitive queries, prefix with 'do not log the results' — Zero will deliver the answer in an ephemeral message visible only to you.