Identifies and fixes performance defects in software systems across multiple domains.
npx skills add https://github.com/JHostalek/dotclaude --skill audit-perf-jhostalek
Please help me install this Agent Skill. Skill: audit-perf Source: https://github.com/JHostalek/dotclaude/tree/main/skills/audit-perf Command: npx skills add https://github.com/JHostalek/dotclaude --skill audit-perf-jhostalek
This Skill identifies and fixes performance defects that cause slow responses, poor responsiveness, low throughput, resource exhaustion, scalability failures, or unnecessary infrastructure costs.
Ask the audit-perf skill to audit the specified path for performance defects, verify the highest-impact findings, apply safe fixes, and produce a completion ledger.
High-intent search queries and answers about installing and using this skill.
To audit API latency, trace critical paths across services and storage to identify defects like N+1 queries, then apply evidence-based remediation and document residual risks.
An end-to-end performance audit reconstructs architecture and analyzes critical paths across clients, queues, caches, and infrastructure to detect latency, throughput, and scalability invariant violations.
Detect N+1 queries and resource leaks in background jobs by analyzing telemetry and query plans to locate repeated computation, unbounded resource growth, and blocking work under realistic workloads.
The best way to optimize tail-latency failures in data pipelines is to perform path analysis under degraded conditions, validate findings with profiles, and apply safe fixes to resolve contention and queue backlogs.
Yes, you can use performance audit techniques for degraded-state behavior in long-running systems by evaluating responsiveness and capacity invariants under realistic workloads and degraded conditions.
Retry amplification causes scalability failures in distributed services by increasing queue backlogs and network fan-out, which exhaust resources and violate throughput invariants across critical paths.
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