sql-query-optimizer

sql-query-optimizer is a skill for Claude Code, Codex from 2428424081cn/Skill-mcp. It costs 34 tokens per session (163 once invoked), scanned A, original, MIT.

A guide for improving SQL, the language used to query databases, by fixing common causes of slow queries and making better use of indexes.

In plain words
What is it for?
Use it to review indexes, improve large-offset pagination, choose suitable search patterns, avoid SELECT *, and assess JOIN performance.
Why use it?
It helps diagnose database queries that take too long, especially when they read unnecessary columns, skip deeply into results, or join data inefficiently.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/2428424081cn/skill-mcp/sql-query-optimizer
Any agent
npx skills add 2428424081cn/Skill-mcp --skill sql-query-optimizer
Clone the repo
git clone --depth 1 https://github.com/2428424081cn/Skill-mcp

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 sql-query-optimizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/2428424081cn/skill-mcp/sql-query-optimizer.svg)](https://agentmods.dev/skills/2428424081cn/skill-mcp/sql-query-optimizer)
Your own site
<a href="https://agentmods.dev/skills/2428424081cn/skill-mcp/sql-query-optimizer"><img src="https://agentmods.dev/badge/skills/2428424081cn/skill-mcp/sql-query-optimizer.svg" alt="Measured on agentmods" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 163 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00034 $0.00163
Opus 5 $0.00017 $0.00081
Sonnet 5 $0.00007 $0.00033
Haiku 4.5 $0.00003 $0.00016

Measured 4d ago against content hash 010e5ecbb418, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

sql-query-optimizer 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 4d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/analyze_sql_antipatterns.mjs), 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/data/sql-query-optimizer/SKILL.md · 12 lines

What it actually says

SQL 性能优化与索引调优指南

常见慢查询反模式与优化方案

  1. 避免 SELECT *:仅投影业务所需列,利于覆盖索引(Covering Index)。
  2. 大偏移量深度分页优化:使用延迟关联或游标式分页代替 LIMIT 1000000, 20
  3. 模糊搜索前缀匹配LIKE '%abc' 无法走索引,建议全文索引或前缀索引。
Files

What ships with it

2 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. 4d ago First seen · 12 lines · 34 tokens per session scan A 010e5ecbb418

Subscribe to this mod's changes

sql-query-optimizer is a skill published in the GitHub repository 2428424081cn/Skill-mcp (1 stars, last pushed 11d ago), licensed MIT. It adds 34 tokens to every session and 163 once invoked, about $0.0002 per session on Opus 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 2026-08-31.

Related

Other skills, from other repositories

schema-exploration

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.

langchain-ai/deepagents · 57 tokens

ha-data-stores

Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…

shiwenwen/hope-agent · 115 tokens

supabase

Supabase / PostgREST Row-Level-Security playbook — pull the anon (or leaked servicerole) key out of the frontend JS, map tables from the auto-generated OpenAPI spec, test anonymous RLS READ disclosures (PII/secret leaks), and anonymous RLS WRITE abuse (insert/update/delete — e.g. forging…

PentesterFlow/agent · 120 tokens

dsql

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, diagnose cluster performance, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, foreign key…

awslabs/agent-plugins · 229 tokens

nw-ddd-eventsourcing

Event Sourcing and CQRS as DDD implementation patterns — when to use, aggregate event streams, projections, snapshots, sagas, upcasting, conflict resolution.

nWave-ai/nWave · 38 tokens

sql-translate

Translate SQL queries between database dialects (Snowflake, BigQuery, PostgreSQL, MySQL, etc.).

AltimateAI/altimate-code · 26 tokens