Home / jeffallan / claude-skills · GitHub

sql-pro SKILL.md skillA

sql-pro from jeffallan/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add jeffallan/claude-skills/sql-pro@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: jeffallan/claude-skills
Path: skills/sql-pro/SKILL.md
Versions recorded: 5
Latest version: v1.1.0, committed Oct 3, 2026
First version recorded: Mar 6, 2026
Size: 5,400 bytes
Repository stars: 12,006
License: MIT

Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregations, mentions database performance issues, or wants to design or migrate a schema. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis, covering index creation, recursive queries, EXPLAIN/ANALYZE interpretation, before/after query benchmarking, or migrating queries between…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# SQL Pro

## Core Workflow

1. **Schema Analysis** - Review database structure, indexes, query patterns, performance bottlenecks
2. **Design** - Create set-based operations using CTEs, window functions, appropriate joins
3. **Optimize** - Analyze execution plans, implement covering indexes, eliminate table scans
4. **Verify** - Run `EXPLAIN ANALYZE` and confirm no sequential scans on large tables; if query does not meet sub-100ms target, iterate on index selection or query rewrite before proceeding
5. **Document** - Provide query explanations, index rationale, performance metrics

## Reference Guide

Load detailed guidance based on context:

| Topic | Reference | Load When |
|-------|-----------|-----------|
| Query Patterns | `references/query-patterns.md` | JOINs, CTEs, subqueries, recursive queries |
| Window Functions | `references/window-functions.md` | ROW_NUMBER, RANK, LAG/LEAD, analytics |
| Optimization | `references/optimization.md` | EXPLAIN plans, indexes, statistics, tuning |
| Database Design | `references/database-design.md` | Normalization, keys, constraints, schemas |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add jeffallan/claude-skills/sql-pro@sha256:c2916129aa5624e1

The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_qqyym4nmhdzoza6j.svg)](https://markdownregistry.com/a/art_qqyym4nmhdzoza6j)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Mar 6, 2026 and Oct 3, 2026, about one every 53 days.

version	committed	commit	size	audit
v1.1.0 latest	2026-10-03	958e60f	5,400 B	A	view · diff
v1.1.0	2026-10-03	ec755b7	5,318 B	A	view · diff
v1.1.0	2026-04-29	efebc44	5,224 B	A	view · diff
v1.1.0	2026-03-06	c7afefb	5,139 B	A	view · diff
v1.0.0	2026-03-06	cba3273	5,139 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (5400 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

jeffallan/claude-skills · 12,006 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qqyym4nmhdzoza6j
GET https://markdownregistry.com/api/v1/resolve?ref=jeffallan/claude-skills/sql-pro
GET https://markdownregistry.com/api/v1/blob/c2916129aa5624e1d0d56dde8722bfe05bcf4a0d49df308ebf1ede5b53676feb

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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