Postgres Patterns

affaan-m/ECC/.kiro/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. Quick reference for common patterns, index types, data types, and anti-pattern detection. Based on Supabase best practices.

AI 生成的概览

PostgreSQL 快速参考,涵盖查询优化、模式设计、索引、行级安全与反模式检测。

功能
提供一份精简的 PostgreSQL 模式参考,涵盖索引选择、数据类型、复合索引、覆盖索引与部分索引、RLS 策略、UPSERT、游标分页以及队列处理。还包含用于查找未索引外键、慢查询和表膨胀的诊断 SQL,以及连接数、超时、监控和安全默认值的配置模板。它输出的是指导与 SQL 片段,本身不执行任何操作。
适用场景
适用于编写 SQL 查询或迁移、设计数据库模式、排查慢查询、实现行级安全,或配置连接池与 PostgreSQL 参数时。
运行要求
无需脚本或软件包,仅为说明性内容。部分诊断查询假定目标数据库已启用 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: backend-patterns - API and backend patterns
  • Skill: database-migrations - Safe schema changes

When to Use This Skill

  • Writing SQL queries
  • Designing database schemas
  • Optimizing query performance
  • Implementing Row Level Security
  • Troubleshooting database issues
  • Setting up PostgreSQL configuration

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

来源与署名

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

许可证: 无许可证

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