rails-query

name

rails-query

description

Answer any question that requires live data from a Rails 8.2+ app using `rails query`: counts, lookups, "how many X", ad-hoc investigation, schema exploration, EXPLAIN plans, and aggregates — whether locally or against a deployed environment via Kamal. Trigger broadly whenever the user asks for data from a Rails app's database, mentions `rails query` / `bin/rails query` / `bin/kamal query`, asks to inspect schema, tables, or models, wants to run SQL or ActiveRecord against the database, needs an EXPLAIN plan, or wants to query production/staging/replica. Prefer this skill over opening a Rails console, SSH-ing to a server, or writing a one-off script for data questions — `rails query` is faster, structured (JSON output), audit-friendly, and read-only by construction.

rails-query

rails query is a Rails 8.2+ command for running read-only queries against the database. Input is a single expression, output is a single JSON object on stdout ({columns, rows, meta}; errors go to stderr with non-zero exit), and writes are blocked at the connection level. With a read replica configured it hits the replica automatically, so it's safe to point at production.

Prefer it over a console, a script, or SSH for any data question. One invocation, structured output, nothing to clean up.

The flow

1. Know where you're running

• Local (bin/rails query) — development, tests, or anywhere you have the app checked out.
• Remote via Kamal (bin/kamal query -d <destination>) — when the app is deployed with Kamal. Requires a small alias in config/deploy.yml (see "Kamal setup").

If you don't know whether Kamal is configured, check config/deploy.yml for an aliases: block.

2. Decide: Ruby expression or raw SQL

Default: Ruby (ActiveRecord). The expression is eval'd in the app context — scopes, associations, finders, aggregates all work. Model logic (encryption, default scopes, polymorphism) is honored.

--sql: raw schema access, cross-table joins without models, or aggregates awkward in AR.

Telltale sign you forgot --sql: SyntaxError: unexpected *; no anonymous rest parameter — your SQL got parsed as Ruby. Add --sql and retry.

3. Inspect the schema if it's unfamiliar

rails query has three introspection modes that work the same locally and remotely — crucial when you only have Kamal access:

bin/rails query schema           # every table
bin/rails query schema users     # columns + indexes + enums + associations for one table
bin/rails query models           # every AR model with its table and associations

Enums matter: if a column is an enum, User.where(status: "active") works but User.where(status: 0) might silently misfire. schema <table> tells you.

Over Kamal, cache the schema locally before jq-ing it — each round-trip is 10-30s. Dump schema / models / schema <table> to /tmp/rails-query-cache-<env>/ once, then jq against the files. Skip caching for single-query tasks or local runs.

4. For expensive queries, EXPLAIN first

bin/rails query explain 'User.where(active: true).order(:created_at).limit(100)'
bin/rails query explain 'SELECT * FROM users WHERE active = 1' --sql

Do this before running full-table scans against production.

5. Run the query

bin/rails query 'User.count'
bin/rails query --sql 'SELECT COUNT(*) FROM users'

Watch for "has_more": true in the response — pagination is truncating. Re-run with --page N or raise --per. Don't add your own LIMIT; see "Pagination".

6. Extract what you need

bin/rails query 'User.count' | jq '.rows[0][0]'                  # single scalar
bin/rails query 'User.pluck(:email)' | jq -r '.rows[][0]'        # column as array
COUNT=$(bin/rails query 'User.count' | jq -r '.rows[0][0]')      # into a shell var

Command reference

bin/rails query [OPTIONS] '<expression>'
bin/kamal query -d <destination> [OPTIONS] '<expression>' 2>/dev/null

Flag	Default	Meaning
--sql	off	Treat <expression> as raw SQL instead of Ruby/AR
--db <name>	—	Explicit database config (e.g. primary_replica, analytics)
-e <env>	development	Environment (test, production, …)
--page N	1	Page number (1-indexed)
--per N	100	Rows per page (max 10000)

Special expressions (no --sql needed)

Expression	What it returns
schema	Every table name
schema <table>	Columns, indexes, enums, and associations for that table
models	Every AR model with its table and associations
explain <expr>	EXPLAIN plan. Pair with --sql for raw SQL
- (or piped stdin)	Read expression from stdin — useful for long multi-line SQL

Pagination

rails query paginates automatically. It internally appends LIMIT per+1 to detect whether more rows exist, which drives meta.has_more.

Don't add your own LIMIT. If the SQL already contains LIMIT, the command won't add one — which suppresses the truncation detector. For raw SQL, omit LIMIT and let pagination handle it.

bin/rails query --sql 'SELECT id, email FROM users ORDER BY id' --page 2
bin/rails query --per 500 'User.order(:id)'

Always order explicitly when paginating — without ORDER BY, page 2 can overlap page 1.

Kamal setup

If the app deploys with Kamal, add this to config/deploy.yml:

aliases:
  # -q: quiet (only JSON on stdout); --reuse: use running container; -p: pin to primary host
  # (avoids duplicate output); -r console: run on the console role (should have replica access)
  query: 'app exec -q --reuse -p -r console "rails query"'

Then:

bin/kamal query -d production 'User.count' 2>/dev/null
bin/kamal query -d production --sql 'SELECT COUNT(*) FROM users' 2>/dev/null

2>/dev/null suppresses SSH noise; the JSON result goes to stdout.

The Kamal quoting rule

When your expression contains shell metacharacters — especially (, ), *, ;, &, |, <, > — the remote shell eats a single layer of quoting. The argument passes through your local shell, Ruby arg parsing in Kamal, SSH, and finally bash -c on the remote host; one of those strips quotes.

The reliable pattern: outer single quotes, inner double quotes.

# WORKS — inner double quotes survive to the remote shell and protect the parens
bin/kamal query -d production --sql '"SELECT COUNT(*) FROM users"'
bin/kamal query -d production '"User.where(active: true).count"'

# FAILS — bash: -c: syntax error near unexpected token '('
bin/kamal query -d production --sql 'SELECT COUNT(*) FROM users'

For SQL containing single-quoted string literals, prefer the Ruby form — usually cleaner than escaping:

bin/kamal query -d production '"User.where(email: \"[e-mail]\").pick(:id)"'

Locally, single-layer quoting works normally — the nested-quote dance is purely a Kamal remoting artifact.

Common patterns

# Counts and aggregates
bin/rails query 'User.where(active: true).count'
bin/rails query 'User.group(:role).count'

# Lookups
bin/rails query 'User.find_by(email: "[e-mail]")&.as_json'

# Joins and scopes — Ruby form reuses existing scopes/encryption
bin/rails query 'Post.published.joins(:author).where(authors: { verified: true }).count'

# Schema-first discovery
bin/rails query schema orders | jq '.columns[] | {name, type, null}'
bin/rails query models | jq '.[] | select(.table_name == "accounts") | .model'

Safety model

• Writes are blocked at the connection level via while_preventing_writes or (when configured) connected_to(role: :reading). INSERT / UPDATE / DELETE raises instead of executing.
• With a read replica configured, queries hit the replica automatically.
• --db <name> overrides the connection (e.g. --db primary_replica, --db analytics).

ActiveRecord::ReadOnlyError means the safety net fired — rework the expression to be read-only.

Troubleshooting

Symptom	Likely cause	Fix
SyntaxError: unexpected *	SQL passed without --sql	Add --sql
bash: -c: syntax error near unexpected token '('	Kamal path, single-layer quoting	Switch to '"..."' nested quotes
ActiveRecord::ReadOnlyError	Expression tried to write	Rework to be read-only
Empty JSON or duplicated output over Kamal	Missing -p or -q in the alias	Add them to config/deploy.yml
LIMIT 101 in meta.sql unexpectedly	Default pagination probe	Expected — drives meta.has_more
has_more: true but you wanted all rows	Default per-page hit	Raise --per (max 10000) or paginate with --page
ActiveRecord::ConnectionNotEstablished with --db	Database key not in database.yml	Check the env's database.yml for the exact key

Further reading

• Rails source: railties/lib/rails/commands/query/query_command.rb in the Rails repo
• Kamal app commands: https://kamal-deploy.org/docs/commands/app/