Analytics & Monitoring Claude 스킬

SaaS Health Metrics & Simulation

Calculates and benchmarks critical SaaS growth metrics like ARR, MRR, churn, and LTV within the Claude Code environment.

CFO Advisor

Provides strategic financial leadership for startups through automated modeling, unit economics analysis, and fundraising frameworks.

Customer Success Manager

Analyzes SaaS customer health, predicts churn risk, and identifies expansion opportunities using deterministic scoring models.

Autoresearch Experiment Setup

Initializes automated research experiments by configuring targets, evaluation metrics, and optimization goals for Claude Code.

SaaS Metrics Coach

Analyzes SaaS financial data to calculate key health metrics and provide actionable CFO-level advisory and industry benchmarking.

Observability Designer

Architects comprehensive production observability strategies including SLI/SLO frameworks, optimized alerting, and automated dashboard generation.

Analytics Tracking

Implements, audits, and debugs analytics tracking across GA4, Google Tag Manager, and marketing platforms to ensure high-integrity data collection.

Product Analytics

Defines, tracks, and interprets product metrics and KPIs across all stages of the product lifecycle.

Analytics Tracking & Implementation

Implements, audits, and debugs analytics tracking using GA4, GTM, and custom event taxonomies to ensure data accuracy.

Runtime Evidence Debugger

Automates runtime log collection and hypothesis testing to fix complex bugs using empirical evidence instead of guesswork.

North Star Metric Strategy

Defines a customer-centric North Star Metric and supporting input metrics to align product strategy with sustainable growth.

Market Sizing & Opportunity Analysis

Estimates Total Addressable Market (TAM), SAM, and SOM using dual-method cross-validation to quantify business opportunities.

Product Metrics Dashboard

Designs comprehensive product metrics frameworks including North Star metrics, KPIs, and actionable data visualizations.

Cohort Analysis & Retention Explorer

Analyzes user engagement and retention patterns by cohort to provide data-driven insights and qualitative research recommendations.

Phoenix AI Evaluators

Builds, runs, and validates high-performance evaluators for AI and LLM applications using the Phoenix observability framework.

Performance Profiler

Identifies and resolves performance bottlenecks across Node.js, Python, and Go applications using systematic profiling and load testing.

Bloblang Authoring

Generates, tests, and debugs Bloblang transformation scripts for Redpanda Connect data pipelines.

Claude-Mem Troubleshooter

Diagnoses and repairs installation, worker, and database issues for the Claude-Mem persistent memory plugin.

Phoenix AI Observability CLI

Debugs and optimizes LLM applications by analyzing traces, experiments, and evaluation datasets through the Phoenix CLI.

Session Log Analytics

Analyzes and searches historical conversation logs to retrieve context and monitor assistant performance.

Model Usage & Cost Analytics

Summarizes and tracks per-model cost usage from CodexBar local logs to monitor AI spend.

Variance Analysis Finance Skill

Decomposes financial variances into underlying drivers with professional narrative explanations and waterfall analysis structures.

Product Metrics Tracking

Defines, tracks, and analyzes product performance metrics using industry-standard frameworks and actionable dashboard design principles.

Interactive Dashboard Builder

Builds self-contained, interactive HTML dashboards with Chart.js and professional styling for serverless data visualization.

Meeting Insights Analyzer

Analyzes meeting transcripts to identify communication patterns, leadership behaviors, and actionable feedback for professional growth.

Error Tracking

Enforces comprehensive Sentry v8 error tracking and performance monitoring across services to ensure every exception is captured and analyzed.

Agent Flow Trace

Visualizes the chronological execution flow and performance metrics of multi-agent interactions within Claude Code.

Context Mode Doctor

Diagnoses and validates the health of the Context Mode plugin to ensure optimal context window optimization for AI agents.

Context Mode Stats

Monitors and reports token savings and context window optimization metrics for AI coding sessions.

Reasoning Trace Optimizer

Analyzes and optimizes AI agent reasoning traces to eliminate context degradation and improve task performance.