ln-651-query-efficiency-auditor

Installation
SKILL.md

Paths: File paths (references/, ../ln-*) are relative to this skill directory.

Query Efficiency Auditor (L3 Worker)

Type: L3 Worker

Specialized worker auditing database query patterns for redundancy, inefficiency, and misuse.

Purpose & Scope

  • Audit query efficiency (Priority: HIGH)
  • Check redundant fetches, batch operation misuse, caching scope problems
  • Write structured findings to file with severity, location, effort, recommendations
  • Calculate compliance score (X/10) for Query Efficiency category

Inputs

MANDATORY READ: Load references/audit_worker_core_contract.md. Tool policy: follow host AGENTS.md MCP preferences; load references/mcp_tool_preferences.md and references/mcp_integration_patterns.md only when host policy is absent or MCP behavior is unclear.

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Installs
314
GitHub Stars
465
First Seen
Feb 7, 2026