Agent skill · Data & Analytics

ln-650-persistence-performance-auditor

Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill ln-650-persistence-performance-auditor --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 4 KB
Bundled scripts: none
Path: skills/analysis/ln-650-persistence-performance-auditor/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

> **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/audit_final_report_contract.md` **MANDATORY READ:** Load `references/research_tool_fallback.md` Conditional read: load `references/epistemic_protocol.md` only when source confidence or claim uncertainty affects issue validation. ## 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` - `

What's inside
Steps it walks through
  1. Mandatory Read
  2. Purpose
  3. Runtime Contract
  4. Worker Set
  5. Worker Invocation (MANDATORY)
  6. Workflow
  7. Definition of Done
  8. Meta-Analysis
  9. References
Ships with 1 file
  • metadata.json
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About this skill
What does the ln-650-persistence-performance-auditor skill do?

Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill ln-650-persistence-performance-auditor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going