SQL Review

SkillDatabases & data

Review SQL and ORM queries for correctness, safety, and performance before they ship.

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the SQL Review skill

What this skill tells your AI

The instructions your AI receives, as published by archive228/loopkit in skills/sql-review/SKILL.md and read by ahel’s review.

Injection — parameterized, always. No string interpolation into SQL.
N+1 — a query inside a loop? Replace with a join or a batched IN.
Missing index — does the WHERE/JOIN/ORDER BY hit an indexed column? If not, the table scan will surface at scale.
Unbounded — SELECT with no LIMIT on a growing table; a JOIN that fans out rows.
Transactions — multi-write operations wrapped so a partial failure can't corrupt state.
Migrations — reversible (up AND down), and safe on a live table (no blocking lock on a hot table at peak). Output: each issue with the line and the rewrite. Show the EXPLAIN if performance is the concern.

Advanced