ln-651-query-efficiency-auditor - Query Efficiency Auditor for Database Performance Analysis
Audits database query patterns for redundancy, inefficiency, and misuse in codebases
Tags
Updated: 2026-02-11Capabilities
Typical Inputs
Typical Outputs
What this skill does
- scan codebase for query patterns
- detect redundant entity fetches
- identify N-UPDATE loops
- check unnecessary resolves
- find over-fetching issues
- detect missing bulk operations
- analyze caching scope problems
- trace call chains for analysis
Inputs
- contextStore
- tech_stack configuration
- best_practices documentation
- db_config settings
- codebase_root path
- domain_mode setting
- current_domain context
Outputs
- JSON audit report
- compliance score
- structured findings
- severity classifications
- location references
- effort estimations
- recommendation list
Requirements
- Read tool access
- Grep tool access
- Glob tool access
- Bash tool access
- contextStore structure
- ORM settings configuration
- database type information