Postgres Patterns

affaan-m/ECC/skills/postgres-patterns

作者 affaan-mef648e01899ba3e8dc6371642deaaf64b4477775无许可证275K 个星标收录于 2026年10月9日更新于 2026年10月9日仓库4天前更新

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices. Use when designing PostgreSQL schemas, indexes, or RLS policies, or when a query is too slow.

AI 生成的概览

PostgreSQL 查询优化、模式设计、索引与行级安全模式的参考指南。

功能
提供 PostgreSQL 最佳实践的快速参考,涵盖索引选择、数据类型选择、常见查询模式、反模式检测查询以及配置模板。包含复合索引、覆盖索引、部分索引、RLS 策略、UPSERT、游标分页和队列处理的 SQL 片段。还指向相关的 database-reviewer 代理以进行更深入的审查工作流。
适用场景
适用于编写 SQL 查询或迁移、设计 PostgreSQL 模式或索引、排查慢查询、实现行级安全或设置连接池时。
运行要求
无需脚本或运行时依赖,仅为纯说明性参考。部分引用的查询假设目标数据库中已启用 pg_stat_statements 等扩展。

PostgreSQL Patterns

Quick reference for PostgreSQL best practices. For detailed guidance, use the database-reviewer agent.

When to Activate

  • Writing SQL queries or migrations
  • Designing database schemas
  • Troubleshooting slow queries
  • Implementing Row Level Security
  • Setting up connection pooling

Quick Reference

Index Cheat Sheet

Query PatternIndex TypeExample
WHERE col = valueB-tree (default)CREATE INDEX idx ON t (col)
WHERE col > valueB-treeCREATE INDEX idx ON t (col)
WHERE a = x AND b > yCompositeCREATE INDEX idx ON t (a, b)
WHERE jsonb @> '{}'GINCREATE INDEX idx ON t USING gin (col)
WHERE tsv @@ queryGINCREATE INDEX idx ON t USING gin (col)
Time-series rangesBRINCREATE INDEX idx ON t USING brin (col)

Data Type Quick Reference

Use CaseCorrect TypeAvoid
IDsbigintint, random UUID
Stringstextvarchar(255)
Timestampstimestamptztimestamp
Moneynumeric(10,2)float
Flagsbooleanvarchar, int

Common Patterns

Composite Index Order:

sql
-- Equality columns first, then range columnsCREATE INDEX idx ON orders (status, created_at);-- Works for: WHERE status = 'pending' AND created_at > '2024-01-01'

Covering Index:

sql
CREATE INDEX idx ON users (email) INCLUDE (name, created_at);-- Avoids table lookup for SELECT email, name, created_at

Partial Index:

sql
CREATE INDEX idx ON users (email) WHERE deleted_at IS NULL;-- Smaller index, only includes active users

RLS Policy (Optimized):

sql
CREATE POLICY policy ON orders  USING ((SELECT auth.uid()) = user_id);  -- Wrap in SELECT!

UPSERT:

sql
INSERT INTO settings (user_id, key, value)VALUES (123, 'theme', 'dark')ON CONFLICT (user_id, key)DO UPDATE SET value = EXCLUDED.value;

Cursor Pagination:

sql
SELECT * FROM products WHERE id > $last_id ORDER BY id LIMIT 20;-- O(1) vs OFFSET which is O(n)

Queue Processing:

sql
UPDATE jobs SET status = 'processing'WHERE id = (  SELECT id FROM jobs WHERE status = 'pending'  ORDER BY created_at LIMIT 1  FOR UPDATE SKIP LOCKED) RETURNING *;

Anti-Pattern Detection

sql
-- Find unindexed foreign keysSELECT conrelid::regclass, a.attnameFROM pg_constraint cJOIN pg_attribute a ON a.attrelid = c.conrelid AND a.attnum = ANY(c.conkey)WHERE c.contype = 'f'  AND NOT EXISTS (    SELECT 1 FROM pg_index i    WHERE i.indrelid = c.conrelid AND a.attnum = ANY(i.indkey)  );
-- Find slow queriesSELECT query, mean_exec_time, callsFROM pg_stat_statementsWHERE mean_exec_time > 100ORDER BY mean_exec_time DESC;
-- Check table bloatSELECT relname, n_dead_tup, last_vacuumFROM pg_stat_user_tablesWHERE n_dead_tup > 1000ORDER BY n_dead_tup DESC;

Configuration Template

sql
-- Connection limits (adjust for RAM)ALTER SYSTEM SET max_connections = 100;ALTER SYSTEM SET work_mem = '8MB';
-- TimeoutsALTER SYSTEM SET idle_in_transaction_session_timeout = '30s';ALTER SYSTEM SET statement_timeout = '30s';
-- MonitoringCREATE EXTENSION IF NOT EXISTS pg_stat_statements;
-- Security defaultsREVOKE ALL ON SCHEMA public FROM public;
SELECT pg_reload_conf();

Related

  • Agent: database-reviewer - Full database review workflow
  • Skill: clickhouse-io - ClickHouse analytics patterns
  • Skill: backend-patterns - API and backend patterns

Based on Supabase Agent Skills (credit: Supabase team) (MIT License)

来源与署名

来源:affaan-m/ECC位于skills/postgres-patterns提交ef648e0

许可证: 无许可证

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