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Ln 650 Persistence Performance Auditor

levnikolaevich/claude-code-skills

This is an L2 coordinator that runs a full persistence and performance audit by delegating to four specialized workers: query efficiency, transaction correctness, runtime performance, and resource lifecycle. It enforces mandatory research before scoring, aggregates findings into a single deduplicated report with remediation plans, and cleans up temporary artifacts when done. The runtime contract walks through seven phases from config to self-check. You'd reach for this when you need a structured, evidence-based audit of your data layer rather than ad-hoc performance checks. The coordination overhead pays off if you want repeatable audits with proper research citations and actionable remediation steps.

skills.sh installs
369
GitHub stars
591
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add levnikolaevich/claude-code-skills --skill ln-650-persistence-performance-auditor --agent claude-code

Installs into .claude/skills of the current project.

Files

This is an L2 coordinator that runs a full persistence and performance audit by delegating to four specialized workers: query efficiency, transaction correctness, runtime performance, and resource lifecycle. It enforces mandatory research before scoring, aggregates findings into a single deduplicated report with remediation plans, and cleans up temporary artifacts when done. The runtime contract walks through seven phases from config to self-check. You'd reach for this when you need a structured, evidence-based audit of your data layer rather than ad-hoc performance checks. The coordination overhead pays off if you want repeatable audits with proper research citations and actionable remediation steps.

Browse the repository on GitHub

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Details

Repository
github.com/levnikolaevich/claude-code-skills
Categories
Data Science & ML, Debugging
First seen
Jun 3, 2026

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