ln-650-persistence-performance-auditor

Auditing asyncio performance involves detecting blocking I/O operations within async code by researching best practices and delegating parallel audit sub-agents to pinpoint inefficient runtime behavior.

The best way to automate database efficiency and transaction correctness audits is by orchestrating specialized audit workers that research DB/ORM best practices and aggregate findings into a consolidated report.

Yes, you can create remediation tasks in Linear because the audit aggregates identified inefficiencies, incorrect transaction handling, and query bottlenecks into a single actionable Linear task.

No specific framework is hardcoded; the auditor requires discovery of your tech stack first, then automatically researches and applies best practices for the detected DB, ORM, and async frameworks.

Your async application may slow down due to blocking I/O operations or incorrect transaction handling, which this skill identifies by delegating parallel audits to analyze query efficiency and runtime performance.