Code Quality Guide
SkillDatabases & dataGives your agent coding rules for correctness, Rust patterns, comments, and avoiding over-engineering.
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 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
- No workarounds or quick hacks. Handle all errors, check invariants
- Assert often. Never silently fail or swallow edge cases
- Crash on invalid state if it risks data integrity. Don't continue in undefined state
- 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,// removedcomments)
Signals
- GitHub stars
- 24k
- Forks
- 1k
- Last commit
- Sep 2026
ahel recommends instead
Advanced
- Catalog kind
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- Gateway key
code-quality-tursodatabase- Source
- github.com/tursodatabase/turso