Agent skill · data analytics · jeremylongshore
aggregating-performance-metrics
Aggregate and centralize performance metrics from applications, systems,
Why this skill is useful
Provides domain-specific knowledge on metrics aggregation tools and configuration patterns that the AI wouldn't reliably generate on its own.
What it needs
Requires cloudwatch, prometheus, statsd installed locally. About 3k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Metrics Aggregator Aggregate and centralize performance metrics from applications, databases, caches, and infrastructure into Prometheus, StatsD, or CloudWatch with unified naming conventions. Overview This skill empowers Claude to streamline performance monitoring by aggregating metrics from diverse systems into a unified view. It simplifies the process of collecting, centralizing, and analyzing performance data, leading to improved insights and faster issue resolution. How It Works 1. Metrics Taxonomy Design: Claude assists in defining a clear and consistent naming convention for metrics across all systems. 2. Aggregation Tool Selection: Claude helps select the appropriate metrics aggregation tool (e.g., Prometheus, StatsD, CloudWatch) based on the user's environment and requirements. 3. Configuration and Integration: Claude guides the configuration of the chosen aggregation tool and its integration with various data sources. 4. Dashboard and Alert Setup: Claude helps set up dashboards for visualizing metrics and defining alerts for critical performance indicators. When to Use This Skill This skill activates when you need to: Centralize performance metrics from multiple applications and systems. Design a consistent metrics naming convention. Choose the right metrics aggregation tool for your needs. Set up dashboards and alerts for performance monitoring. Examples Example 1: Centralizing Application and System Metrics User request: "Aggregate application and system metrics into Prometheus." The skill will: 1. Guide the user in defining metrics for applications (e.g., request latency, error rates) and systems (e.g., CPU usage, memory utilization). 2. Help configure Prometheus to scrape metrics from the application and system endpoints. Example 2: Setting Up Alerts for Database Performance User request: "Centralize database metrics and set up alerts for slow queries." The skill will: 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/aggregating-performance-metrics