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postgresql-docs

Pitfalls, surprising defaults, PostgreSQL 18 changes and recommended patterns from the official PostgreSQL 18 documentation, each backed by its postgresql.org URL. Use when writing or reviewing PostgreSQL SQL, schema design, migrations and ALTER TABLE locks, indexes, transactions, isolation levels and retries, locking, upsert and MERGE, COPY, JSONB, timestamptz, generated and identity columns, partitioning, EXPLAIN, vacuum, roles, row-level security, PL/pgSQL, full-text search, connection settings, and upgrades to PostgreSQL 18.

What is postgresql-docs?

postgresql-docs is a Claude Code agent skill that pitfalls, surprising defaults, PostgreSQL 18 changes and recommended patterns from the official PostgreSQL 18 documentation, each backed by its postgresql.org URL. Use when writing or reviewing PostgreSQL SQL, schema design, migrations and ALTER TABLE locks, indexes, transactions, isolation levels and retries, locking, upsert and MERGE, COPY, JSONB, timestamptz, generated and identity columns, partitioning, EXPLAIN, vacuum, roles, row-level security, PL/pgSQL, full-text search, connection settings, and upgrades to PostgreSQL 18.

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Documentation

PostgreSQL documentation

Rules from the PostgreSQL 18 documentation that a model is likely to get wrong: surprising defaults, lock and concurrency traps, PostgreSQL 18 changes and the patterns the docs recommend. Every rule ends with the docs URL that backs it.

Version covered

The references follow the PostgreSQL 18 docs (minor release 18.6). Facts that only hold from 18 say "PostgreSQL 18". Check the server version first. On an older server, treat every "PostgreSQL 18" rule as unavailable.

How to navigate

Read only the reference the task needs, from the table below. Sources: SOURCES.md.

Quick rules

  1. In PostgreSQL 18 a generated column without a keyword is VIRTUAL, computed on read. Write STORED for statistics or logical replication. https://www.postgresql.org/docs/18/ddl-generated-columns.html https://www.postgresql.org/docs/18/sql-altertable.html
  2. Use identity columns, not serial. An identity column is NOT NULL but not unique: add the PRIMARY KEY. https://www.postgresql.org/docs/18/ddl-identity-columns.html
  3. Index the referencing columns of every foreign key yourself. PostgreSQL only indexes the referenced side. https://www.postgresql.org/docs/18/ddl-constraints.html
  4. Plain CREATE INDEX blocks writes for the whole build. On live tables use CREATE INDEX CONCURRENTLY outside a transaction block, and drop the INVALID index it leaves on failure. https://www.postgresql.org/docs/18/sql-createindex.html
  5. Add constraints to big tables as NOT VALID, then VALIDATE CONSTRAINT, which does not block writes. PostgreSQL 18 accepts this for NOT NULL too. https://www.postgresql.org/docs/18/sql-altertable.html
  6. ADD COLUMN with a volatile default, a stored generated column or an identity rewrites the whole table under ACCESS EXCLUSIVE. A non-volatile default does not. https://www.postgresql.org/docs/18/sql-altertable.html
  7. Set lock_timeout in migration sessions, and statement_timeout, lock_timeout and transaction_timeout per role or session, never globally. https://www.postgresql.org/docs/18/runtime-config-client.html
  8. Upsert with INSERT ... ON CONFLICT (cols) DO UPDATE, which in READ COMMITTED always inserts or updates under concurrency. MERGE can fail with a unique violation when another session inserts the same key. https://www.postgresql.org/docs/18/transaction-iso.html
  9. Retry the whole transaction on SQLSTATE 40001 and 40P01. PostgreSQL never retries by itself. Test the SQLSTATE, not the message. https://www.postgresql.org/docs/18/mvcc-serialization-failure-handling.html
  10. Default isolation is READ COMMITTED: each statement sees a new snapshot. Multi-row business rules need SERIALIZABLE or explicit locks. https://www.postgresql.org/docs/18/transaction-iso.html https://www.postgresql.org/docs/18/applevel-consistency.html
  11. For job queues use SELECT ... FOR UPDATE SKIP LOCKED, and FOR NO KEY UPDATE when keys stay unchanged. https://www.postgresql.org/docs/18/sql-select.html https://www.postgresql.org/docs/18/explicit-locking.html
  12. NOT IN with a NULL in the list or subquery is never true. Aggregates other than count return NULL over zero rows. https://www.postgresql.org/docs/18/functions-comparisons.html https://www.postgresql.org/docs/18/functions-aggregate.html
  13. Paging and LIMIT need an ORDER BY on a unique key, otherwise results differ between runs. https://www.postgresql.org/docs/18/queries-limit.html
  14. Store instants as timestamptz. TIMESTAMP '2004-10-19 10:23:54+02' is a timestamp without time zone and the offset is dropped. https://www.postgresql.org/docs/18/datatype-datetime.html
  15. now() is the transaction start time. Use clock_timestamp() for the real time. Never default to the string 'now'. https://www.postgresql.org/docs/18/functions-datetime.html
  16. Use jsonb, indexed with GIN (col jsonb_path_ops) for @> queries. The operator must apply to the indexed expression for the index to be used. https://www.postgresql.org/docs/18/datatype-json.html
  17. PostgreSQL 18 adds uuidv7(), a time-ordered UUID, next to gen_random_uuid(). https://www.postgresql.org/docs/18/functions-uuid.html
  18. PostgreSQL 18 RETURNING reads old.col and new.col in INSERT, UPDATE, DELETE and MERGE. https://www.postgresql.org/docs/18/dml-returning.html
  19. EXPLAIN ANALYZE executes the statement: wrap writes in BEGIN ... ROLLBACK. In PostgreSQL 18 it includes BUFFERS automatically. https://www.postgresql.org/docs/18/sql-explain.html https://www.postgresql.org/docs/18/using-explain.html
  20. A multicolumn B-tree can serve a query without its leading column in PostgreSQL 18 (skip scan), but only when that column has few distinct values. https://www.postgresql.org/docs/18/indexes-multicolumn.html
  21. Keep autovacuum on and avoid VACUUM FULL. Autovacuum never analyzes partitioned tables or temporary tables: ANALYZE them yourself. https://www.postgresql.org/docs/18/routine-vacuuming.html
  22. Row-level security does nothing until ENABLE ROW LEVEL SECURITY, and table owners bypass it unless FORCE ROW LEVEL SECURITY. https://www.postgresql.org/docs/18/ddl-rowsecurity.html
  23. A SECURITY DEFINER function needs SET search_path = trusted_schema, pg_temp and EXECUTE revoked from PUBLIC in the same transaction. https://www.postgresql.org/docs/18/sql-createfunction.html
  24. Granting a table does not extend to the sequences it uses, including those of serial columns. Set sequence privileges separately. https://www.postgresql.org/docs/18/sql-grant.html
  25. Clients default to sslmode=prefer, which does not verify the server. Use sslmode=verify-full. https://www.postgresql.org/docs/18/libpq-ssl.html
  26. Build dynamic SQL with format('%I', ident) and EXECUTE ... USING for values, never by concatenation. https://www.postgresql.org/docs/18/plpgsql-statements.html
  27. Full-text expression indexes must use the 2-argument to_tsvector('english', col), and queries must repeat that exact form. https://www.postgresql.org/docs/18/textsearch-tables.html

References

ReferenceRead it when
schema-design.mdCreating tables: identity and sequences, generated columns, constraints, temporal keys, domains, schemas and search_path, partitioning design
migrations-and-locks.mdWriting a migration: ALTER TABLE lock levels and rewrites, NOT VALID, concurrent index builds, REINDEX, partition attach and detach
data-types.mdChoosing numeric, text, bytea, enum, UUID, array or range types, exclusion constraints on ranges
datetime.mdAnything with timestamps, time zones, intervals, extract, date_trunc, to_char, to_timestamp
json.mdStoring, querying, indexing or updating JSONB, jsonpath, JSON_VALUE, JSON_TABLE, JSON aggregates
queries.mdSELECT logic: NULL semantics, joins, LATERAL, grouping, aggregates, window functions, paging, UNION, CTEs
writes.mdINSERT ON CONFLICT, UPDATE and DELETE joins, batching large changes, RETURNING, MERGE, COPY, bulk loading
indexes.mdChoosing or reviewing an index: types, column order, skip scan, partial, expression, INCLUDE, pattern_ops, GIN, BRIN
concurrency.mdIsolation levels, retries, row and table locks, deadlocks, advisory locks, timeouts, LISTEN and NOTIFY
performance.mdReading EXPLAIN, statistics and extended statistics, vacuum, memory and planner settings, parallel query, pg_stat_statements
security.mdGRANT and default privileges, roles, row-level security, SECURITY DEFINER, passwords, TLS and libpq connection parameters
plpgsql-triggers.mdWriting functions, PL/pgSQL, dynamic SQL, exceptions, triggers, procedures
text-search.mdString functions, LIKE and regex, quoting, full-text search with tsvector, ranking, ts_headline

PostgreSQL 18 changes to keep in mind when upgrading

Old patterns

OldCurrent
'now' or 'today' literals in defaultsnow(), CURRENT_DATE (https://www.postgresql.org/docs/18/datatype-datetime.html)
MD5 passwords, password auth methodscram-sha-256 (https://www.postgresql.org/docs/18/auth-password.html)

Individual skills in this repo

This repo contains 16 individual skills — each has its own dedicated page.

eslint-docs

Teaches current ESLint 10 practices drawn from the official documentation. Use when writing, reviewing or fixing an eslint.config.js (flat config, defineConfig, files, ignores, globalIgnores, extends, languageOptions, globals, parsers, processors), configuring ESLint rules and severities, disable comments and inline config, running the CLI in CI (--fix, --cache, --quiet, --max-warnings, bulk suppressions, formatters, feature flags, MCP server), writing custom rules (meta, schema, fixes, suggestions, selectors, scope, code paths) and testing them with RuleTester, building plugins, shareable configs, custom parsers, processors or formatters, using the Node.js API (ESLint, Linter), or migrating to ESLint 9 or 10 from eslintrc. Triggers on eslint, eslint.config.js, flat config, .eslintrc, .eslintignore, @eslint/js, js/recommended, eslint-disable, no-unused-vars, no-restricted-imports, no-restricted-syntax, RuleTester, eslint-plugin, eslint-config, FlatCompat, context.getScope is not a function, ESLint 10.

grafana-cloud-docs

Grafana Cloud pitfalls, defaults, limits and current patterns from the Grafana, Mimir, Loki and Tempo docs, each tied to its docs URL. Use when sending OpenTelemetry data to Grafana Cloud, writing PromQL, LogQL or TraceQL, controlling cardinality and cost, designing alert rules, routing notifications, provisioning alerting, building Synthetic Monitoring checks, using the /apis dashboard API, choosing access policy tokens or service accounts, or migrating off API keys, the Loki Exporter and legacy /api routes.

javascript-docs

Teaches current JavaScript (ECMAScript) practice drawn from the MDN JavaScript documentation. Use when writing, reviewing or fixing modern JavaScript, choosing a built-in API, or replacing a deprecated pattern. Covers equality and coercion, let/const and the temporal dead zone, strict mode, ASI, functions, classes and private fields, objects, prototypes, Proxy, Reflect, Symbol, eval, operators (??, ?., spread, BigInt arithmetic), statements, Promise, async/await, Promise.try, iterators and iterator helpers, generators, using/await using, DisposableStack, WeakRef, Array (toSorted, at, groupBy, fromAsync), Map, Set methods, WeakMap, strings and Unicode, encodeURIComponent, RegExp (v flag, RegExp.escape, lastIndex), Number, Math, BigInt, JSON (rawJSON, revivers), typed arrays, ArrayBuffer, base64, SharedArrayBuffer, Atomics, Temporal, Date, Intl (DateTimeFormat, NumberFormat, Collator, Segmenter, PluralRules), errors (cause, Error.isError), ES modules, import attributes, import.meta, dynamic import.

next-intl-docs

Teaches current next-intl 4 practices for internationalizing Next.js apps, drawn from the official documentation. Use when setting up next-intl with the App Router, writing i18n/request.ts, adding a [locale] segment with defineRouting, createMiddleware in proxy.ts (formerly middleware.ts), building locale switchers with createNavigation, translating with useTranslations or getTranslations, passing messages to NextIntlClientProvider, writing ICU messages (plurals, select, rich text), formatting dates, numbers and lists with useFormatter, translating metadata, Server Actions, Route Handlers, localized 404 and error pages, static rendering with next/root-params, type-safe messages through AppConfig, testing with Jest, Vitest, Storybook, or extracting inline messages with useExtracted. Triggers on next-intl, useTranslations, getTranslations, NextIntlClientProvider, getRequestConfig, i18n routing, locale prefix, localePrefix, NEXT_LOCALE, hreflang, setRequestLocale, ICU messages, App Router internationalization.

nodejs-docs

Teaches Node.js practice drawn from the official Node.js API documentation, with pitfalls, surprising defaults, deprecations and replacements, each backed by its nodejs.org URL. Use when writing, reviewing, debugging or upgrading Node.js code, or choosing a built-in module (fs, crypto, streams, http, process, CLI flags, node:test, ESM/CommonJS, package.json exports, TypeScript type stripping, child_process, worker_threads, node:sqlite, deprecations).

playwright-docs

Pitfalls, surprising defaults and recommended patterns of Playwright Test for JavaScript and TypeScript, distilled from the official docs. Use when writing, reviewing, debugging or configuring Playwright tests (@playwright/test, playwright.config.ts, npx playwright test), including flaky tests, locators (getByRole, filter, strict mode), web-first assertions (expect, toHaveText, toBeVisible, expect.poll, toPass), fixtures, storageState authentication, project dependencies, timeouts, retries, network mocking (page.route, routeFromHAR, routeWebSocket), API testing, clock, aria snapshots, toHaveScreenshot, axe accessibility scans, traces, UI mode, reporters, CI, Docker, sharding, test locks, component testing with stories and mount, codegen, Playwright MCP, playwright-cli and migration from Puppeteer, Protractor, Testing Library or older Playwright versions.

react-docs

Writes, reviews and upgrades React 19.3 code from the official react.dev documentation. Use when writing components and Hooks, removing unnecessary useEffect calls, fixing Effect dependencies with useEffectEvent, building forms with Actions (useActionState, useOptimistic, useFormStatus, form action), using Server Components, 'use client', 'use server' and Server Functions, Suspense, use(), useTransition, useDeferredValue, ViewTransition, Activity, adopting React Compiler and eslint-plugin-react-hooks, deciding on useMemo, useCallback and memo, server rendering and hydration (createRoot, hydrateRoot, renderToPipeableStream, prerender), or migrating from React 18 (forwardRef, Context.Provider, ReactDOM.render, propTypes, defaultProps). Triggers on React, JSX, hooks, useState, useEffect, useRef, useContext, Server Components, RSC, Actions, React Compiler, Strict Mode, hydration mismatch, React 19 upgrade.

rust-std-docs

Gives current guidance from the official Rust standard library docs (std 1.99.1 stable) on pitfalls, panics, platform differences, discouraged APIs and newer stable replacements. Use when writing, reviewing or refactoring Rust code that uses std, especially collections (Vec, HashMap, BTreeMap, BinaryHeap, entry, extract_if, sort), Option/Result/error handling (expect, ?, Error, ExitCode, panic), iterators (collect, flatten, Peekable, try_fold), Box/Rc/RefCell/Cow/Pin/mem::take, Arc/Mutex/RwLock/OnceLock/LazyLock/thread::scope/mpsc/Condvar/atomics, String/str/fmt/format!/OsString/CString, io/fs/path (BufWriter, OpenOptions, PathBuf::join), process/env/net/time (Command, set_var, TcpStream, Instant, Duration), From/TryFrom/AsRef/Ord/Drop/Deref/Clone, and unsafe raw pointers, MaybeUninit, transmute, NonNull or integer overflow and float ordering.

socketio-docs

Builds, configures and debugs Socket.IO 4.8 servers and clients from the official Socket.IO v4 documentation. Use when writing a Node.js Socket.IO server (Express, Fastify, Koa, Bun, uWebSockets.js) or a socket.io-client app, emitting events with acknowledgements, timeout() and emitWithAck, broadcasting to rooms and namespaces, authenticating in middleware with the auth option, configuring CORS, reverse proxies and sticky sessions, scaling with the Redis, Redis Streams, Postgres, MongoDB or Cluster adapter, enabling connection state recovery and delivery guarantees, tuning reconnection, writing tests, troubleshooting connection issues, or migrating from Socket.IO v2 or v3. Triggers on Socket.IO, socket.io, socket.io-client, io(), new Server, emit, emitWithAck, acknowledgements, rooms, namespaces, broadcast, io.use, middleware, CORS, Redis adapter, sticky sessions, connection state recovery, reconnection, connect_error, Session ID unknown. Not for plain WebSocket servers such as ws without Socket.IO.

tailwindcss-docs

Teaches current Tailwind CSS v4 practices drawn from the official documentation. Use for any task that touches Tailwind CSS v4, even a small one, because many v3 habits silently break in v4. Use when writing or reviewing Tailwind CSS v4 code (utility classes, variants, arbitrary values, theme variables in @theme, @utility, @custom-variant, @apply, @reference, @source), setting up Tailwind in a framework or build tool (Vite plugin, PostCSS plugin, CLI, Next.js, SvelteKit, Nuxt, Angular, Laravel, Rails), customizing the theme (colors, fonts, breakpoints, spacing, animations), building dark mode with a class or data attribute, or migrating a project from Tailwind v3 (tailwind.config.js, @tailwind directives, darkMode class, safelist, bg-opacity, renamed shadow and outline utilities). Triggers on tailwindcss, @import "tailwindcss", @tailwindcss/vite, @tailwindcss/postcss, @tailwindcss/cli, @theme, @custom-variant dark, npx @tailwindcss/upgrade, upgrade to Tailwind v4.

tauri-docs

Tauri 2 apps, tauri.conf.json, capabilities and permissions, commands and invoke, events and channels, plugins, bundling, signing and the updater, migration from Tauri 1. Guides Tauri 2 work from the official v2 documentation, including scopes, managed state, plugin authoring, CSP and the isolation pattern, testing and debugging, Linux, Windows and macOS packages, and mobile and store releases. Use when writing or reviewing a Tauri 2 app, adding a plugin or a capability, fixing a "not allowed" or "forbidden path" error, wiring IPC between Rust and the webview, packaging, signing or publishing a desktop or mobile build, or upgrading a Tauri 1 or 2.0 beta project.

tokio-docs

Gives current guidance from the official tokio documentation (tokio 1.54.1) on async Rust pitfalls, cancel safety, blocking code, surprising defaults and deprecated APIs. Use when writing, reviewing or debugging async Rust code that uses tokio, especially the runtime (#[tokio::main], #[tokio::test], Builder, enable_all, block_on, current_thread, LocalRuntime, shutdown, feature flags), tasks (spawn, JoinHandle, JoinSet, abort, spawn_blocking, block_in_place, LocalSet, spawn_local, task_local), select!, join!, try_join!, cancellation and graceful shutdown, sync primitives (Mutex across .await, RwLock, Semaphore, Notify, OnceCell), channels (mpsc backpressure, oneshot, broadcast lag, watch), time (sleep, interval, MissedTickBehavior, timeout, paused time, start_paused), I/O and networking (AsyncReadExt, BufWriter flush, split, io::copy, framing, TcpListener, TcpStream, UdpSocket), tokio::fs, process (Command, kill_on_drop, Child), signals (ctrl_c, Windows console events) and Windows named pipes.

typescript-docs

Configures, writes and upgrades TypeScript 6.0 code and tsconfig.json from the official TypeScript documentation. Use when upgrading from TypeScript 5.x to 6.0 (strict, types, rootDir, baseUrl, moduleResolution node, target es5, outFile, esModuleInterop), choosing module and moduleResolution, writing package.json exports and imports, fixing ESM and CommonJS interop, enabling verbatimModuleSyntax or erasableSyntaxOnly, setting up project references and tsc --build, writing .d.ts files, checking JavaScript with JSDoc, or debugging narrowing, generics, mapped types, decorators and enums. Triggers on TypeScript, tsc, tsconfig, TS5112, ignoreDeprecations, nodenext, bundler, .d.ts, @ts-check, TypeScript 6 upgrade.

typesense-docs

Pitfalls, surprising defaults and recommended patterns of the Typesense search engine, distilled from the official docs. Use when designing a Typesense collection schema, writing search parameters (q, query_by, filter_by, sort_by, facet_by, group_by), tuning typo tolerance and ranking, building vector, semantic or hybrid search, conversational RAG or natural language search, creating API keys and scoped search keys for multi-tenancy, indexing and import (JSONL, upsert, emplace, dirty_values), syncing from a primary database, reindexing through aliases, managing synonyms (synonym sets), curation sets and stopwords, joins, analytics rules and query suggestions, InstantSearch, migrating from Algolia, or running, clustering, backing up and upgrading a Typesense server.

vite-docs

Teaches current Vite 8 practices drawn from the official documentation. Use when writing or fixing a vite.config, migrating from Vite 7 (Rolldown and Oxc replacing Rollup and esbuild), configuring the dev server, proxy or HMR, handling import.meta.env and modes, tuning the production build, library mode, SSR, writing a Vite plugin, using the HMR or JavaScript API, or the Environment API. Triggers on vite.config, defineConfig, rolldownOptions, import.meta.env, loadEnv, optimizeDeps, ssrLoadModule, ModuleRunner, this.environment, upgrade to Vite 8.

vitest-docs

Teaches current Vitest 5 practices drawn from the official documentation. Use when writing, reviewing or fixing Vitest tests (test, describe, expect, test.for, fixtures with test.extend, hooks, snapshots), mocking with vi (vi.fn, vi.spyOn, vi.mock, vi.when, fake timers, stubGlobal, stubEnv), configuring vitest.config or projects, choosing an environment or pool, filtering and running tests in CI, measuring coverage with v8 or istanbul, debugging slow or flaky suites, testing components in browser mode with Playwright, or migrating from Jest, Mocha or Vitest 4. Triggers on vitest, vi.mock, vi.fn, vitest.config, toMatchSnapshot, expect.poll, coverage thresholds, browser mode, @vitest/browser-playwright, jsdom, happy-dom, migrate Jest to Vitest, upgrade Vitest 5.

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