postgres-query
Run PostgreSQL queries for testing, debugging, and performance analysis. Use when you need to query the database directly, run EXPLAIN ANALYZE, compare query results, or test SQL optimizations. Always pass a target — `--prod` or `--dev` — because prod and dev are different databases and the default is prod. Always uses read-only connections unless explicitly directed otherwise.
Works with
--- name: postgres-query description: Run PostgreSQL queries for testing, debugging, and performance analysis. Use when you need to query the database directly, run EXPLAIN ANALYZE, compare query results, or test SQL optimizations. Always pass a target — `--prod` or `--dev` — because prod and dev are different databases and the default is prod. Always uses read-only connections unless explicitly directed otherwise. license: Apache-2.0 --- # PostgreSQL Query Testing Use this skill to run ad-hoc PostgreSQL queries for testing, debugging, and performance analysis. ## Running Queries Use the included query script, and **name the target**: ```bash node .claude/skills/postgres-query/query.mjs --prod "SELECT * FROM \"User\" LIMIT 5" node .claude/skills/postgres-query/query.mjs --dev "SELECT * FROM \"User\" LIMIT 5" ``` ### Targets Pick exactly one. Two target flags in one call is an error, not a silent precedence rule, and an unrecognised option (`--devv`, `--data_packet`) is rejected rather than ignored — a swallowed typo would fall through to the default target, which is production. | Flag | Connection string | Use when | |------|-------------------|----------| | `--prod` (default) | `DATABASE_REPLICA_URL`, or `DATABASE_URL` with `--writable` | The production main database | | `--dev` | `DEV_DATABASE_URL` | The dev cnpg database; requires SSH tunnel | | `--data-packet` | `DATABASE_DATA_PACKET_URL` | The DataPacket replica (read-only) | | `--notifications` | `NOTIFICATION_DB_REPLICA_URL` | notifications-db (read-only); requires SSH tunnel | Omitting the target still runs against prod, so old commands keep working — but the run prints `No target flag given, defaulted to --prod`. Pass the flag. ### Every run prints which database answered Before connecting, the script writes a line to **stderr** naming the target, the access mode, the `user@host:port/database` **pg itself resolved**, and the env var it came from: ``` Target: PROD (read-only) -> <user>@<host>:25061/civitai [DATABASE_REPLICA_URL, timeout 30s] ``` It prints under `--quiet` and `--json` too, and before every exit path that reaches a database — including a blocked write, so you can always see which database you just aimed a `DELETE` at. It is on stderr, so `--json` piped to a file is still clean JSON. The host and port come from the client's own resolved connection parameters rather than a re-parse of the string, so the line cannot disagree with where the query actually went. 🔴 **Read that line before you trust a result.** This skill's `.env` and the app's root `.env` both define `DATABASE_URL`, and **they name different databases** — the skill's is production, the root one is the dev snapshot the dev server uses. The skill's `.env` wins: it is loaded first, and `loadEnv` only fills in keys that are not already **present** (an empty value counts as present, so a bare `DATABASE_REPLICA_URL=` left in this file does not hand that key to the root `.env` — the target falls back to this file's `DATABASE_URL` instead, and the banner says `read-only, but pointed at the primary`). So a bare `query.mjs` answers from production while your dev server answers from dev. Comparing a value read here against one read by the running app is comparing two different databases unless both lines say the same host and port. That cost an hour and produced a confidently wrong root cause on 2026-08-16: `limit: 8` from the app's DB and `limit: 40` from this skill's, reported as a config bug that did not exist. ### Options | Flag | Description | |------|-------------| | `--explain` | Run EXPLAIN ANALYZE on the query | | `--writable` | Use the primary connection instead of the read replica (requires user permission) | | `--timeout <s>`, `-t` | Query timeout in seconds (default: 30) | | `--file`, `-f` | Read query from a file | | `--json` | Output results as JSON | | `--quiet`, `-q` | Minimal output, only results | `--writable` combined with `--data-packet` or `--notifications` is an error — both are read-only replicas, so the combination can only mean a mistake. ### Examples ```bash # Simple query node .claude/skills/postgres-query/query.mjs --prod "SELECT id, username FROM \"User\" LIMIT 5" # Same query against the dev database node .claude/skills/postgres-query/query.mjs --dev "SELECT id, username FROM \"User\" LIMIT 5" # Check query performance node .claude/skills/postgres-query/query.mjs --prod --explain "SELECT * FROM \"Model\" WHERE id = 1" # Override default 30s timeout for longer queries node .claude/skills/postgres-query/query.mjs --prod --timeout 60 "SELECT ... (complex query)" # Query the notifications-db node .claude/skills/postgres-query/query.mjs --notifications "SELECT count(*) FROM \"Notification\"" # Query from file node .claude/skills/postgres-query/query.mjs --dev -f my-query.sql # JSON output for processing (banner goes to stderr, stdout stays valid JSON) node .claude/skills/postgres-query/query.mjs --prod --json "SELECT id, username FROM \"User\" LIMIT 3" ``` ### There is a second skill with this name `apps/event-engine/.claude/skills/postgres-query/` is a separate copy with its own `.env`, and it has **none** of the above — no target flag, no banner. Skills are directory-scoped, so work under `apps/event-engine` resolves to that one. Check which script you are invoking by path before trusting its output. ## Querying the dev database (cnpg) The dev database is not reachable directly — it needs an SSH tunnel to an internal host. **Ask an infra owner for the connection recipe**; the specifics are not documented here because this repository is public (see the Security section of `CLAUDE.md`). Once the tunnel is up, set `DEV_DATABASE_URL` in `.claude/skills/postgres-query/.env` to point at your local forwarded port. ### Running dev queries ```bash # Read-only (default — writes are blocked client-side) node .claude/skills/postgres-query/query.mjs --dev "SELECT count(*) FROM \"User\"" # Writable DML (needs user permission) node .claude/skills/postgres-query/query.mjs --dev --writable "UPDATE ..." ``` `--dev` uses `DEV_DATABASE_URL` either way — unlike `--prod`, there is no separate replica credential, so `--writable` only lifts the client-side guard. Whether a write lands is decided by the role in that URL. **DDL does work through this credential** — verified 2026-08-17 on both dev and the prod primary as role `civitai`: `ALTER TABLE ... ADD COLUMN`, `ADD CONSTRAINT`, `CREATE INDEX` and a `CREATE TABLE`/`DROP TABLE` round trip all succeeded. Migrations can be applied with `--writable`. This section previously said the opposite — that a `ddl_command_end` event trigger reassigning object ownership made any `CREATE TABLE` roll back with `must be able to SET ROLE "<schema owner>"`. Nobody has observed that, and it is contradicted by the run above. It cost an escalation to an infra owner that was not needed. If you do hit an ownership error, record what you ran and correct this section again rather than restoring the blanket claim. ⚠️ **A multi-statement script needs `--writable` even when its first statement is harmless.** The client-side write guard checks every statement's leading keyword, so a migration opening with `SET lock_timeout` / `BEGIN` is still refused on account of the `ALTER`s underneath. That is deliberate. ## Querying the notifications-db The notifications database is not reachable directly — it needs an SSH tunnel to an internal host, and access has to be granted first. **Ask an infra owner for access and the connection recipe.** The bastion host, the forward target, and where the credentials live are deliberately not documented here, because this repository is public — see the Security section of `CLAUDE.md`. Once you have the tunnel open, set `NOTIFICATION_DB_REPLICA_URL` in `.claude/skills/postgres-query/.env` to point at your local forwarded port. ### Running queries ```bash # With the tunnel open in another terminal: node .claude/skills/postgres-query/query.mjs --notifications \ "SELECT count(*) FROM \"Notification\"" node .claude/skills/postgres-query/query.mjs --notifications --explain \ "SELECT * FROM \"UserNotification\" WHERE \"userId\" = 12345 ORDER BY \"createdAt\" DESC LIMIT 50" ``` ### Available tables (read-only) - `Notification` — canonical notifications - `UserNotification` — per-user fanout (largest table) - `PendingNotification` — processing queue (often empty) The role `notifications_readonly` only has `SELECT`. Writes are also rejected at the pooler level (replica routing). ## Safety Features 1. **Read-only by default**: `--prod` uses `DATABASE_REPLICA_URL` to prevent accidental writes 2. **Write protection**: Blocks INSERT/UPDATE/DELETE/DROP unless `--writable` flag is used 3. **Replica targets refuse `--writable`**: `--notifications` and `--data-packet` error on the flag, and their roles/poolers reject writes anyway 4. **Explicit permission required**: Before using `--writable`, you MUST ask the user for permission 5. **The target is printed on every run**: no result can be attributed to the wrong database by accident ⚠️ **The write guard is a typo-catcher, not a sandbox.** It matches the query's leading keyword (after stripping leading comments) and the `(INSERT|UPDATE|DELETE|…` inside a leading `WITH`. A write buried deeper than that gets through the client. What actually stops writes is the **role** you connect as — which is why `--prod` defaults to the read-only replica credential. Do not treat a missing `--writable` as proof a query cannot write. ## When to Use --writable Only use the `--writable` flag when: - The user explicitly requests write access - You need to test write operations - You're verifying transaction behavior **IMPORTANT**: Always ask the user for permission before running with `--writable`. ## Comparing Query Performance To compare two query approaches — same target on both runs, or the comparison is meaningless: ```bash # Run first approach node .claude/skills/postgres-query/query.mjs --prod --explain "SELECT ... (approach 1)" # Run second approach node .claude/skills/postgres-query/query.mjs --prod --explain "SELECT ... (approach 2)" # Compare actual results node .claude/skills/postgres-query/query.mjs --prod --json "SELECT ... (approach 1)" > /tmp/q1.json node .claude/skills/postgres-query/query.mjs --prod --json "SELECT ... (approach 2)" > /tmp/q2.json ``` ## Verifying Index Usage Run with `--explain` and look for: - **Good**: "Index Scan", "Bitmap Index Scan", "Index Only Scan" - **Bad**: "Seq Scan" on large tables (indicates missing or unused index) ```bash node .claude/skills/postgres-query/query.mjs --prod --explain "SELECT * FROM \"Account\" WHERE provider = 'discord'" ```
More Database skills
supabase-postgres-best-practices
supabase/agent-skills
Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.
prisma-database-setup
prisma/skills
Guides for configuring Prisma with different database providers (PostgreSQL, MySQL, SQLite, MongoDB, etc.). Use when setting up a new project, changing databases, or troubleshooting connection issues. Triggers on "configure postgres", "connect to mysql", "setup mongodb", "sqlite setup".
prisma-postgres
prisma/skills
Prisma Postgres setup and operations guidance across Console, create-db CLI, Management API, and Management API SDK. Use when creating Prisma Postgres databases, working in Prisma Console, provisioning with create-db/create-pg/create-postgres, or integrating programmatic provisioning with service tokens or OAuth.

