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mysql-patterns

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MySQL database patterns for query optimization, schema design, indexing, and security. Quick reference for common patterns.

5 stars
1.2k downloads
Updated 2/10/2026

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SKILL.md

MySQL Patterns

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

When to Activate

  • Writing SQL queries or migrations
  • Designing database schemas
  • Troubleshooting slow queries
  • Setting up connection pooling
  • Implementing multi-tenant isolation

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)
MATCH(...) AGAINST(...)FULLTEXTCREATE FULLTEXT INDEX ft ON t (col)
Long string prefixPrefixCREATE INDEX idx ON t (col(50))
Geographic dataSPATIALCREATE SPATIAL INDEX idx ON t (col)

Data Type Quick Reference

Use CaseCorrect TypeAvoid
IDsbigint unsignedint, random UUID as PK
Business codevarchar(64)char, text
Stringsvarchar(n)text for short strings
Timestampsdatetimetimestamp (2038 problem)
Moneydecimal(10,2)float, double
Flagstinyintvarchar, boolean literal
Statustinyintenum (hard to modify)
JSON datajsontext for structured data

Common Patterns

Composite Index Order:

-- Equality columns first, then range columns
CREATE INDEX idx_status_created ON t_order (status, created_at);
-- Works for: WHERE status = 'pending' AND created_at > '2024-01-01'
-- Does NOT work for: WHERE created_at > '2024-01-01' alone

Prefix Index (Long Strings):

CREATE INDEX idx_url ON t_page (url(100));
-- Index only first 100 characters

Generated Column + Index (JSON):

ALTER TABLE t_product
ADD COLUMN brand varchar(100) GENERATED ALWAYS AS (attributes->>'$.brand') STORED;
CREATE INDEX idx_brand ON t_product (brand);

UPSERT (ON DUPLICATE KEY):

INSERT INTO t_setting (user_code, `key`, `value`)
VALUES ('u123', 'theme', 'dark')
ON DUPLICATE KEY UPDATE
  `value` = VALUES(`value`),
  updated_at = NOW();

Cursor Pagination:

SELECT * FROM t_product WHERE id > ? ORDER BY id LIMIT 20;
-- O(1) vs OFFSET which is O(n)

Queue Processing (MySQL 8.0+):

START TRANSACTION;
SELECT * FROM t_job
WHERE status = 'pending'
ORDER BY created_at LIMIT 1
FOR UPDATE SKIP LOCKED;
-- Process job...
UPDATE t_job SET status = 'processing' WHERE id = ?;
COMMIT;

Batch Insert:

INSERT INTO t_event (user_code, action) VALUES
  ('u1', 'click'),
  ('u2', 'view'),
  ('u3', 'click');
-- 1 round trip instead of 3

Anti-Pattern Detection

-- Find tables without primary key
SELECT t.table_name
FROM information_schema.tables t
LEFT JOIN information_schema.key_column_usage k
  ON t.table_schema = k.table_schema
  AND t.table_name = k.table_name
  AND k.constraint_name = 'PRIMARY'
WHERE t.table_schema = DATABASE()
  AND k.constraint_name IS NULL
  AND t.table_type = 'BASE TABLE';

-- Find slow queries (performance_schema)
SELECT DIGEST_TEXT, COUNT_STAR,
  ROUND(AVG_TIMER_WAIT/1000000000, 2) as avg_ms
FROM performance_schema.events_statements_summary_by_digest
WHERE AVG_TIMER_WAIT > 100000000  -- > 100ms
ORDER BY AVG_TIMER_WAIT DESC LIMIT 10;

-- Find unused indexes (sys schema)
SELECT * FROM sys.schema_unused_indexes
WHERE object_schema = DATABASE();

-- Find redundant indexes
SELECT * FROM sys.schema_redundant_indexes
WHERE table_schema = DATABASE();

-- Check table fragmentation
SELECT table_name, data_free,
  ROUND(data_free/(data_length+index_length+data_free)*100, 2) as frag_pct
FROM information_schema.tables
WHERE table_schema = DATABASE() AND data_free > 1000000
ORDER BY data_free DESC;

Configuration Template

-- Connection limits
SET GLOBAL max_connections = 200;
SET GLOBAL max_user_connections = 50;

-- Timeouts
SET GLOBAL wait_timeout = 300;
SET GLOBAL interactive_timeout = 600;
SET GLOBAL max_execution_time = 30000;  -- 30s query timeout (MySQL 5.7.8+)

-- Slow query log
SET GLOBAL slow_query_log = 'ON';
SET GLOBAL long_query_time = 1;
SET GLOBAL log_queries_not_using_indexes = 'ON';

-- InnoDB settings (my.cnf recommended)
-- innodb_buffer_pool_size = 70% of RAM
-- innodb_log_file_size = 256M
-- innodb_flush_log_at_trx_commit = 1

Table Template

CREATE TABLE `t_example` (
  `id` bigint unsigned NOT NULL AUTO_INCREMENT COMMENT 'PK',
  `example_code` varchar(64) NOT NULL COMMENT 'Business code (UUID)',

  -- Business fields here
  `status` tinyint NOT NULL DEFAULT 1 COMMENT '0-inactive, 1-active',

  -- Audit fields (5 fields)
  `created_at` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
  `updated_at` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Update time',
  `created_by` varchar(64) NOT NULL DEFAULT '' COMMENT 'Creator (user_code)',
  `updated_by` varchar(64) NOT NULL DEFAULT '' COMMENT 'Modifier (user_code)',
  `deleted_at` datetime DEFAULT NULL COMMENT 'Soft delete marker',

  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_example_code` (`example_code`),
  KEY `idx_status` (`status`),
  KEY `idx_created_at` (`created_at`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;

EXPLAIN Analysis

EXPLAIN ANALYZE SELECT * FROM t_order WHERE user_code = 'u123';
IndicatorProblemSolution
type: ALLFull table scanAdd index
type: indexFull index scanCheck WHERE
Using filesortSorting not indexedAdd ORDER BY index
Using temporaryTemp tableOptimize GROUP BY
High rowsPoor selectivityReview conditions

Related

  • Agent: mysql-database-reviewer - Full database review workflow

Quick reference for MySQL 5.7+ / 8.0+

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AI Quality Score

88/100Analyzed 3/28/2026

High-quality MySQL reference skill with comprehensive cheat sheets, patterns, and anti-pattern detection queries. Well-structured with clear tables, code examples, and activation triggers. Located in dedicated skills folder with relevant tags. Covers index types, data types, common patterns (UPSERT, pagination, queue processing), diagnostics, and configuration. Not internal-only; reusable across projects.

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Metadata

Licenseunknown
Version-
Updated2/10/2026
Publisherjoneqian

Tags

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