sql-patterns
The sql-patterns skill provides a quick reference guide for essential SQL techniques including Common Table Expressions for organizing complex queries, window functions for analytical operations, JOIN types for data combination, pagination strategies for performance optimization, and indexing approaches for query acceleration. Use this skill when developing SQL queries, optimizing database performance, or needing syntax examples for CTEs, window functions, joins, and pagination patterns.
git clone --depth 1 https://github.com/aiskillstore/marketplace /tmp/sql-patterns && cp -r /tmp/sql-patterns/skills/0xdarkmatter/sql-patterns ~/.claude/skills/sql-patternsSKILL.md
# SQL Patterns
Quick reference for common SQL patterns.
## CTE (Common Table Expressions)
```sql
WITH active_users AS (
SELECT id, name, email
FROM users
WHERE status = 'active'
)
SELECT * FROM active_users WHERE created_at > '2024-01-01';
```
### Chained CTEs
```sql
WITH
active_users AS (
SELECT id, name FROM users WHERE status = 'active'
),
user_orders AS (
SELECT user_id, COUNT(*) as order_count
FROM orders GROUP BY user_id
)
SELECT u.name, COALESCE(o.order_count, 0) as orders
FROM active_users u
LEFT JOIN user_orders o ON u.id = o.user_id;
```
## Window Functions (Quick Reference)
| Function | Use |
|----------|-----|
| `ROW_NUMBER()` | Unique sequential numbering |
| `RANK()` | Rank with gaps (1, 2, 2, 4) |
| `DENSE_RANK()` | Rank without gaps (1, 2, 2, 3) |
| `LAG(col, n)` | Previous row value |
| `LEAD(col, n)` | Next row value |
| `SUM() OVER` | Running total |
| `AVG() OVER` | Moving average |
```sql
SELECT
date,
revenue,
LAG(revenue, 1) OVER (ORDER BY date) as prev_day,
SUM(revenue) OVER (ORDER BY date) as running_total
FROM daily_sales;
```
## JOIN Reference
| Type | Returns |
|------|---------|
| `INNER JOIN` | Only matching rows |
| `LEFT JOIN` | All left + matching right |
| `RIGHT JOIN` | All right + matching left |
| `FULL JOIN` | All rows, NULL where no match |
## Pagination
```sql
-- OFFSET/LIMIT (simple, slow for large offsets)
SELECT * FROM products ORDER BY id LIMIT 20 OFFSET 40;
-- Keyset (fast, scalable)
SELECT * FROM products WHERE id > 42 ORDER BY id LIMIT 20;
```
## Index Quick Reference
| Index Type | Best For |
|------------|----------|
| B-tree | Range queries, ORDER BY |
| Hash | Exact equality only |
| GIN | Arrays, JSONB, full-text |
| Covering | Avoid table lookup |
## Anti-Patterns
| Mistake | Fix |
|---------|-----|
| `SELECT *` | List columns explicitly |
| `WHERE YEAR(date) = 2024` | `WHERE date >= '2024-01-01'` |
| `NOT IN` with NULLs | Use `NOT EXISTS` |
| N+1 queries | Use JOIN or batch |
## Additional Resources
For detailed patterns, load:
- `./references/window-functions.md` - Complete window function patterns
- `./references/indexing-strategies.md` - Index types, covering indexes, optimizationImplement SAFe methodology in Jira. Use when creating Epics, Features, Stories with proper hierarchy, acceptance criteria, and parent-child linking.
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