ln-25-persistence-auditor
Audits queries, transactions, data-path performance, and persistence resource lifecycle. Use when data correctness or scalability is at risk; not for general performance tuning.
npx skills add levnikolaevich/claude-code-skills --skill ln-25-persistence-auditor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Persistence Auditor **Goal:** Perform a read-only audit of persistence and data-heavy runtime paths. Connect static candidates to real query, transaction, resource, or consistency mechanisms and avoid claiming performance impact without evidence. **Execution contract:** Treat the ordered checkbox workflow below as this skill's Definition of Done. Work through every item in order, and mark it complete only when its action and required evidence are complete. `N/A`, skipped, unavailable, or delegated items remain incomplete. Before returning, apply this skill's verdict, decision, and approval rules to every incomplete item and prepend **Checklist: X/Y complete**<br>**Incomplete: None | section/item — reason; outcome impact; exact next action**; list every incomplete item. ## Tool Routing | Need | Preferred tool | Use it when | Fallback | |---|---|---|---| | Data-layer map | Native file search over manifests, models, mappings, repositories, migrations, queries, cache, queue, and pool configuration | Establishing stores, frameworks, ownership, and scope | Trace from known request, job, or command entrypoints | | Call paths and resource ownership | Language server or host-native code i
- Tool Routing
- Evidence Rules
- Checklist
- 1. Establish the Data and Runtime Context
- 2. Audit Query and Cache Efficiency
- 3. Audit Transactions and Consistency
- 4. Audit Runtime and Resource Lifecycle
- 5. Validate Findings and Report
- Output Contract
What does the ln-25-persistence-auditor skill do?
Audits queries, transactions, data-path performance, and persistence resource lifecycle. Use when data correctness or scalability is at risk; not for general performance tuning.
How do I install it?
Run `npx skills add levnikolaevich/claude-code-skills --skill ln-25-persistence-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 levnikolaevich/claude-code-skills, a repository with 528 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.