Paths: File paths (shared/ , references/ , ../ln-* ) are relative to skills repo root.

Type: L2 Coordinator Category: 6XX Audit

Persistence Performance Auditor

Mandatory Read

MANDATORY READ: Load shared/references/evaluation_coordinator_runtime_contract.md , shared/references/evaluation_summary_contract.md , shared/references/evaluation_research_contract.md

MANDATORY READ: Load shared/references/research_tool_fallback.md

Purpose

• audit query efficiency, transaction correctness, runtime performance, and resource lifecycle

• coordinate ln-651 through ln-654

• require database and framework best-practice research before scoring

Runtime Contract

Runtime family:

• evaluation-runtime

Identifier:

• persistence-audit

Phase order:

• PHASE_0_CONFIG

• PHASE_1_DISCOVERY

• PHASE_2_RESEARCH

• PHASE_3_DELEGATE

• PHASE_4_AGGREGATE

• PHASE_5_REPORT

• PHASE_6_SELF_CHECK

Worker Set

• ln-651-query-efficiency-auditor

• ln-652-transaction-correctness-auditor

• ln-653-runtime-performance-auditor

• ln-654-resource-lifecycle-auditor

Worker Invocation (MANDATORY)

Use the Skill tool for delegated workers. Do not inline worker logic inside the coordinator.

TodoWrite format (mandatory):

• Resolve audit scope and build manifest

• Load data layer and runtime profile

• Run best-practice research

• Delegate to domain audit workers

• Aggregate worker findings

• Generate audit report

• Verify cleanup and self-check

Representative invocations:

Skill(skill: "ln-651-query-efficiency-auditor", args: "{scope}") Skill(skill: "ln-652-transaction-correctness-auditor", args: "{scope}") Skill(skill: "ln-653-runtime-performance-auditor", args: "{scope}") Skill(skill: "ln-654-resource-lifecycle-auditor", args: "{scope}")

Workflow

• Start evaluation-runtime .

• Discover database, ORM, transaction, and runtime context.

• Perform mandatory research.

• Delegate specialized workers.

• Aggregate findings into one persistence-performance audit.

• Write final report and evaluation-coordinator summary.

Definition of Done

• Evaluation runtime started

• Persistence context discovered

• Mandatory research completed

• All planned worker summaries recorded

• Aggregate report written

• evaluation-coordinator summary written

• Runtime completed

Meta-Analysis

MANDATORY READ: Load shared/references/meta_analysis_protocol.md

After the coordinator run, analyze the session per protocol section 7 and include the protocol-formatted output with the final persistence-performance audit result.

References

• Workers: ../ln-651-query-efficiency-auditor/SKILL.md , ../ln-652-transaction-correctness-auditor/SKILL.md , ../ln-653-runtime-performance-auditor/SKILL.md , ../ln-654-resource-lifecycle-auditor/SKILL.md

Version: 1.1.0 Last Updated: 2026-03-15