---
title: "template 3"
description: "[1-2 sentence explanation of the problem and why it matters. Focus on performance impact.]"
type: skill
canonical_url: https://claudary.paisolsolutions.com/skills/template-3
source: "Claudary"
difficulty: intermediate
author: "Claude Code Knowledge Pack"
date: 2026-07-10T10:59:13.160Z
license: CC-BY-4.0
attribution: "template 3 — Claudary (https://claudary.paisolsolutions.com/skills/template-3)"
---

# template 3
[1-2 sentence explanation of the problem and why it matters. Focus on performance impact.]

## Overview

---
title: Clear, Action-Oriented Title (e.g., "Use Partial Indexes for Filtered Queries")
impact: MEDIUM
impactDescription: 5-20x query speedup for filtered queries
tags: indexes, query-optimization, performance
---

## [Rule Title]

[1-2 sentence explanation of the problem and why it matters. Focus on performance impact.]

**Incorrect (describe the problem):**

```sql
-- Comment explaining what makes this slow/problematic
CREATE INDEX users_email_idx ON users(email);

SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;
-- This scans deleted records unnecessarily
```

**Correct (describe the solution):**

```sql
-- Comment explaining why this is better
CREATE INDEX users_active_email_idx ON users(email) WHERE deleted_at IS NULL;

SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;
-- Only indexes active users, 10x smaller index, faster queries
```

[Optional: Additional context, edge cases, or trade-offs]

Reference: [Postgres Docs](https://www.postgresql.org/docs/current/)

---

Source: [Claudary](https://claudary.paisolsolutions.com/skills/template-3) · https://claudary.paisolsolutions.com