Code Quality Guide

SkillDatabases & data

Gives your agent coding rules for correctness, Rust patterns, comments, and avoiding over-engineering.

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

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

Then ask your AI: use the Code Quality Guide skill

About this capability

General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account

What this skill tells your AI

The instructions your AI receives, as published by tursodatabase/turso in .claude/skills/code-quality/SKILL.md and read by ahel’s review.

Core Principle

Production database. Correctness paramount. Crash > corrupt.

Correctness Rules

  1. No workarounds or quick hacks. Handle all errors, check invariants
  2. Assert often. Never silently fail or swallow edge cases
  3. Crash on invalid state if it risks data integrity. Don't continue in undefined state
  4. Consider edge cases. On long enough timeline, all possible bugs will happen

Rust Patterns

  • Make illegal states unrepresentable
  • Exhaustive pattern matching
  • Prefer enums over strings/sentinels
  • Minimize heap allocations
  • Write CPU-friendly code (microsecond = long time)

If-Statements

Wrong:

if condition {
    // happy path
} else {
    // "shouldn't happen" - silently ignored
}

Right:

// If only one branch should ever be hit:
assert!(condition, "invariant violated: ...");
// OR
return Err(LimboError::InternalError("unexpected state".into()));
// OR
unreachable!("impossible state: ...");

Use if-statements only when both branches are expected paths.

Comments

Do:

  • Document WHY, not what
  • Document functions, structs, enums, variants
  • Focus on why something is necessary

Don't:

  • Comments that repeat code
  • References to AI conversations ("This test should trigger the bug")
  • Temporal markers ("added", "existing code", "Phase 1")

Avoid Over-Engineering

  • Only changes directly requested or clearly necessary
  • Don't add features beyond what's asked
  • Don't add docstrings/comments to unchanged code
  • Don't add error handling for impossible scenarios
  • Don't create abstractions for one-time operations
  • Three similar lines > premature abstraction

Index Mutations

When code involves index inserts, deletes, or conflict resolution, double-check the ordering against SQLite. Wrong ordering causes index inconsistencies. and easy to miss.

Ensure understanding of IO model

Cleanup

  • Delete unused code completely
  • No backwards-compat hacks (renamed _vars, re-exports, // removed comments)

Signals

GitHub stars
24k
Forks
1k
Last commit
Sep 2026

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Advanced
Catalog kind
skill
Gateway key
code-quality-tursodatabase
Source
github.com/tursodatabase/turso