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ln-651-query-efficiency-auditor - Database Query Efficiency Auditor

Audits database query patterns for redundancy and inefficiency

Tags

Updated: 2026-05-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • parse context
  • scan codebase
  • check redundant fetches
  • check N+1 loops
  • check over-fetching
  • check bulk operations
  • check caching scope
  • collect findings
  • calculate score
  • write report
  • return summary

Inputs

  • audit worker core contract
  • two layer detection methodology
  • audit worker report template
  • tech stack
  • best practices
  • database config
  • codebase root path
  • output directory

Outputs

  • markdown report file
  • compliance score

Requirements

  • Read tool
  • Grep tool
  • Glob tool
  • Bash tool
  • MIT licensed

Source

  • Spec: SKILL.md
database
query
performance
audit
python
sqlalchemy
static analysis
parse context
scan codebase
check redundant fetches
check N+1 loops
audit worker core contract
two layer detection methodology
audit worker report template
markdown report file
compliance score