tracking-application-response-times

Quick Review

The skill provides a clear conceptual framework for tracking application response times with good structural organization and helpful context about when to use it. However, it lacks concrete implementation details - no actual monitoring scripts, configuration templates, or code examples are provided. The skill reads more as a high-level guide than an actionable toolset. A CLI agent could understand WHAT to do but would struggle with HOW to implement it without specific commands, scripts, or integrations. The novelty is moderate since response time tracking is a common task that standard APM tools handle well, though the cross-layer approach (API, DB, services) adds some value. To improve: add concrete monitoring scripts, configuration files for popular APM tools, sample instrumentation code, and actual data analysis utilities.