Make realtime systems faster without hiding stale data.
Guides latency-sensitive system improvements with separate performance measurements, hot-path analysis, and live verification.
When to use it
Use when realtime behavior, hot paths, streaming freshness, or execution speed matters.
It changes how the agent improves latency-sensitive project code by measuring each hot-path segment and prioritizing optimizations.
What you provide
No setup requirements listed.
This skill
deployed application
Checks the deployed application
provider API
Checks provider data freshness
queue
Checks queue and job state
cache
Checks edge and cache state