Analytics & Monitoring Agent Skills for Windsurf (legacy)

Use when executing and reporting the analysis for a Production and Operations Management (POM) manuscript — proving and numerically…

Use when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical…

When to activate: analytics setup, GA4, Google Analytics, event tracking, conversion tracking, UTM strategy, attribution, dashboards, data…

Analyze a Coval audio-quality testing report from runs across different voice, speaking-style, volume, interruption, and background-noise…

Analyze Rust compilation profiling data using DuckDB to find performance bottlenecks, trait explosions, and monomorphization issues.

Analyze and compare disruption across one or more Prow CI job runs by examining interval data, audit logs, pod logs, and CPU metrics

Analyze performance metrics and identify slow transactions in Sentry

Analyze session replay patterns across experiment variants to understand user behavior differences.

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage.

Analyze cryptocurrency market sentiment using Fear & Greed Index, news

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.

Process perform on-chain analysis including whale tracking, token flows,

This skill enables Claude to analyze and optimize system throughput.

Use when the user has a known, already-observed anomaly in their data — a metric spike or drop, an outlier, an unexpected number — and…

Execute incident response procedures for Claude API outages and degradation.

Implement load testing, auto-scaling, and capacity planning for Claude

Compute and report task-correct held-out metrics for a trained medical-imaging model — segmentation (Dice plus a boundary metric such as…

Statistical analysis for medical research papers.

Audits token usage, actual billing rates, CNY costs, and latency performance across AI model API relay services.

Generate a live Single Step Instrumentation (SSI) onboarding confirmation report — verifies APM instrumentation is working end-to-end with…

Create and manage APM service remapping rules — rewrite service names at ingestion time to collapse noisy inferred entities, clean up…