ln-650-persistence-performance-auditor

name	ln-650-persistence-performance-auditor
description	Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries.
license	MIT

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

Type: L2 Coordinator Category: 6XX Audit

Persistence Performance Auditor

Mandatory Read

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

1. PHASE_0_CONFIG
2. PHASE_1_DISCOVERY
3. PHASE_2_RESEARCH
4. PHASE_3_DELEGATE
5. PHASE_4_AGGREGATE
6. PHASE_5_REPORT
7. 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)

Host Skill Invocation: Skill(skill: "...", args: "...") is mandatory delegation.

• Claude: call the Skill tool exactly as shown.
• Codex: if no Skill tool exists, locate the named skill in available skills, read its SKILL.md, treat args as $ARGUMENTS, execute that skill workflow, then return here with its result/artifact.
• Do not inline worker logic or mark the worker complete without executing the target skill.

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

1. Start evaluation-runtime.
2. Discover database, ORM, transaction, and runtime context.
3. Perform mandatory research.
4. Delegate specialized workers.
5. Aggregate findings into one persistence-performance audit.
6. 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

Optional reference: load references/meta_analysis_protocol.md only when the user asks for post-run meta-analysis or protocol-formatted run reflection.

When requested 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

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Version: 1.1.0 Last Updated: 2026-03-15