database-indexing-strategy

database-indexing-strategy is a skill for Claude Code, Codex from aj-geddes/useful-ai-prompts. It costs 33 tokens per session (422 once invoked), scanned A, original, MIT.

A guide to adding and maintaining database indexes, which are lookup structures that help a database find rows faster. It covers PostgreSQL and MySQL index types and designs for common query patterns.

In plain words
What is it for?
Use it to plan indexes, improve query performance, design multi-column or partial indexes, and maintain indexes over time.
Why use it?
It helps slow database queries run faster while accounting for the extra storage and update work indexes require. It also helps choose indexes that match how the application searches its data.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to plan indexes, improve query performance, design multi-column or partial indexes, and maintain indexes over time.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aj-geddes/useful-ai-prompts/database-indexing-strategy
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add aj-geddes/useful-ai-prompts --skill database-indexing-strategy
Clone the repo
git clone --depth 1 https://github.com/aj-geddes/useful-ai-prompts

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for database-indexing-strategy

README.md
[![agentmods](https://agentmods.dev/badge/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy/github.svg)](https://agentmods.dev/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy)
Your own site
<a href="https://agentmods.dev/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy"><img src="https://agentmods.dev/badge/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for database-indexing-strategy

Your own site · 80×15
<a href="https://agentmods.dev/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy"><img src="https://agentmods.dev/badge/skills/aj-geddes/useful-ai-prompts/database-indexing-strategy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 422 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 16 Sept 2026
  • Snyk pass 16 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00033 $0.00422
Opus 5.5 $0.00013 $0.00169
Sonnet 5.5 $0.00007 $0.00084
Haiku 4.5 $0.00003 $0.00042

Measured 2mo ago against content hash 4e6d685c365e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

database-indexing-strategy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/validate-schema.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/database-indexing-strategy/SKILL.md · 71 lines

What it actually says

Database Indexing Strategy

Table of Contents

Overview

Design comprehensive indexing strategies to improve query performance, reduce lock contention, and maintain data integrity. Covers index types, design patterns, and maintenance procedures.

When to Use

  • Index creation and planning
  • Query performance optimization through indexing
  • Index type selection (B-tree, Hash, GiST, BRIN)
  • Composite and partial index design
  • Index maintenance and monitoring
  • Storage optimization with indexes
  • Full-text search index design

Quick Start

B-tree Indexes (Default):

-- Standard equality and range queries
CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_orders_created_at ON orders(created_at DESC);

-- Composite indexes for multi-column queries
CREATE INDEX idx_orders_user_status
ON orders(user_id, status)
WHERE cancelled_at IS NULL;

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
PostgreSQL Index Types PostgreSQL Index Types
MySQL Index Types MySQL Index Types
Single Column Indexes Single Column Indexes, Composite Indexes, Partial/Filtered Indexes, Expression Indexes

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values
Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 71 lines · 33 tokens per session scan A 4e6d685c365e

Subscribe to this mod's changes

database-indexing-strategy is a skill published in the GitHub repository aj-geddes/useful-ai-prompts (376 stars, last pushed 8mo ago), licensed MIT. It adds 33 tokens to every session and 422 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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