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Checks redundant fetches, N+1 loops, over-fetching, missing bulk operations, wrong caching scope. Use when auditing query efficiency.
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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