Agent skill

Database Optimization

by aiskillstore in aiskillstore/marketplace

SQL query optimization and database performance specialist. An agent skill from aiskillstore/marketplace.

No licenceAuto-check passedDatabases

Install Database Optimization

skills CLI
$ npx skills add aiskillstore/marketplace --skill database-optimization -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace database-optimization --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/89jobrien/database-optimization .claude/skills/database-optimization && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
database-optimization
GitHub stars
430
Used in
1 other repo
Token cost
~787 tokens
SKILL.md length
175 words
Files
3 (incl. references)
Skills in repo
1,085
Repo updated
First seen
Licence
None found

At a glance

SQL query optimization and database performance specialist. An agent skill from aiskillstore/marketplace.

  • Works in 6 steps: Query Optimization: Analyzes and… → Index Design: Creates appropriate indexes → N+1 Resolution: Fixes N+1 query problems → …
  • Optimizing slow queries
  • SKILL.md covers When to Use This Skill, What This Skill Does, How to Use and Optimization Areas, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Database Optimization is an agent skill from aiskillstore/marketplace. SQL query optimization and database performance specialist. Use when optimizing slow queries, fixing N+1 problems, designing indexes, implementing caching, or improving database performance. Works with PostgreSQL, MySQL, and other databases.

Its SKILL.md is about 790 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/query-patterns.md` and `skill-report.json`).

It sits in Databases, covering Query optimization, Caching and SQL. It works with SQL, MySQL and PostgreSQL. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Optimizing slow queries
  • Fixing N+1 problems
  • Designing indexes
  • Implementing caching

Example prompts

  • “/database-optimization”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Query Optimization: Analyzes and optimizes SQL queries
  2. Index Design: Creates appropriate indexes
  3. N+1 Resolution: Fixes N+1 query problems
  4. Caching: Implements caching layers (Redis, Memcached)
  5. Migration Optimization: Optimizes database migrations
  6. Performance Monitoring: Sets up query performance monitoring

What it can do on your machine

Read from SKILL.md and the folder at commit 4ac52da. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python, markdown and sql).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Database Optimization loads about 787 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 175 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~787
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 175 words (~787 tokens).

“This skill optimizes database performance including query optimization, indexing strategies, N+1 problem resolution, and caching implementation.”

— opening of SKILL.md by aiskillstore
name
database-optimization
author
Joseph OBrien
status
unpublished
updated
2025-12-23
version
1.0.1
tag
skill
type
skill

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/89jobrien/database-optimization of aiskillstore/marketplace.

  • SKILL.md
  • references/query-patterns.md
  • skill-report.json

Open the folder on GitHubat commit 4ac52da

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Database Optimization next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Database Optimization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Database Optimization this skillaiskillstore/marketplace4301 repos~787Automated safety check: PassNone
SQL ProJeffallan/claude-skills12k—~1.3kAutomated safety check: PassMIT
SQL Optimizationgithub/awesome-copilot40k2 repos~2.3kAutomated safety check: PassMIT
Query Expertjamesrochabrun/skills215—~4.3kAutomated safety check: PassMIT
Optimizing SQLancoleman/ai-design-components526—~3kAutomated safety check: PassMIT
Dsqlawslabs/agent-plugins912—~6.9kAutomated safety check: PassApache-2.0

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Categories

Questions about Database Optimization

What does Database Optimization do?

SQL query optimization and database performance specialist. An agent skill from aiskillstore/marketplace. Database Optimization is an agent skill from aiskillstore/marketplace. SQL query optimization and database performance specialist.

When should I use Database Optimization?

Database Optimization fits situations like: optimizing slow queries; fixing N+1 problems; designing indexes; implementing caching.

How do I install Database Optimization in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill database-optimization -a claude-code`. Or copy the skill folder (skills/89jobrien/database-optimization in aiskillstore/marketplace) into .claude/skills/database-optimization in your project. Claude Code loads it when a task matches its description.

How do I install Database Optimization in Codex?

Run `npx skills add aiskillstore/marketplace --skill database-optimization -a codex`. Or copy the skill folder (skills/89jobrien/database-optimization in aiskillstore/marketplace) into .agents/skills/database-optimization in your project. Codex loads it when a task matches its description.

Can I use Database Optimization in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill database-optimization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/database-optimization, .gemini/skills/database-optimization, .github/skills/database-optimization and .opencode/skills/database-optimization in your project.

What does Database Optimization need to run?

SKILL.md names no scripts, command-line tools or credentials: Database Optimization is instructions for the agent only. Our summary lists: Python 3.

Does Database Optimization access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Database Optimization safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Database Optimization use?

No licence was found for Database Optimization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Database Optimization use?

About 787 tokens (SKILL.md is roughly 3.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 840 tokens, read only when the agent opens those files.

What are the alternatives to Database Optimization?

Skills that share tags, products or a category with Database Optimization: SQL Pro (Jeffallan/claude-skills, 12k stars), SQL Optimization (github/awesome-copilot, 40k stars), Query Expert (jamesrochabrun/skills, 215 stars) and Optimizing SQL (ancoleman/ai-design-components, 526 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Database Optimization?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.