Analytics & Monitoring Claude 技能

Performance Auditing

Analyzes and optimizes application performance by identifying bottlenecks, implementing caching strategies, and refining code execution across the full stack.

Cost Analysis

Analyzes Claude Code token usage and spending patterns from local session data to provide actionable cost-saving recommendations.

DSPy GEPA Observability Migration

Migrates standard DSPy GEPA usage to an observable framework for real-time prompt optimization monitoring and lineage tracking.

Postmortem Analysis

Conducts blameless incident reviews and root cause analysis to document system failures and prevent future recurrence.

Impact Assessment & Blast Radius Analysis

Analyzes the potential impact and blast radius of code changes by mapping dependencies, temporal coupling, and ownership patterns.

Postmortem Analysis

Conducts blameless incident reviews to identify root causes and establish actionable prevention strategies.

Crypto Market Price Tracker

Tracks real-time cryptocurrency prices, on-chain metrics, and technical indicators to provide actionable market insights.

Prediction Market Odds

Retrieves real-time odds, prices, and probability data from leading prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Retrieves real-time odds, prices, and market sentiment from major prediction platforms like Polymarket and Kalshi.

Prediction Market Odds

Retrieves real-time probability data, prices, and trading volumes from leading prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Retrieves real-time odds and sentiment data from leading prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Retrieves real-time odds, prices, and trading volume from leading prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Fetches real-time odds, prices, and sentiment data from major prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Fetches real-time probability data and trading activity from major prediction markets like Polymarket and Kalshi.

Prediction Market Odds

Retrieves real-time event probabilities, pricing, and volume data from leading prediction markets like Polymarket and Kalshi.

Honcho Memory Status

Provides a comprehensive overview of the Honcho memory system's current configuration, connection state, and active sessions.

GrepAI Trace Graph

Builds comprehensive, recursive call graphs to map function dependencies and analyze complex code execution flows.

Metrics Framework

Establishes predictive measurement systems by connecting high-level business outcomes to actionable leading indicators.

Retention Analysis

Analyzes user retention data and cohort behavior to identify churn drivers and optimize product stickiness.

Feature Metrics

Defines and validates product success metrics using the STEDII framework to ensure data-driven feature evaluation.

Prediction Market Odds

Retrieves real-time prediction market odds and event probabilities from Polymarket and Kalshi.

Investment Devil's Advocate

Systematically challenges investment hypotheses and identifies hidden risks to prevent overconfidence in financial analysis.

Repo Health Trend Analysis

Analyzes historical repository data to visualize code quality trends and technical debt patterns over time.

Code Complexity & Tech Debt Context

Analyzes code complexity and technical debt metrics to provide actionable insights before refactoring or editing symbols.

Technical Debt Reporter

Generates data-driven technical debt assessments and prioritized refactoring reports using the Omen engine.

Refactoring Planner

Analyzes codebase complexity, churn, and technical debt to identify high-ROI refactoring targets.

GCP Alerting Policies

Automates the creation and management of Google Cloud Platform monitoring alerts for costs, performance, and errors.

FPEF System & Root Cause Analyzer

Implements a rigorous Find-Prove-Evidence-Fix framework to systematically diagnose complex system failures and validate technical interventions.

Performance Analysis for Claude Flow

Analyzes and optimizes Claude Flow swarm operations by detecting performance bottlenecks and providing AI-powered recommendations.

Dagu Web UI Management

Manages and monitors Dagu workflows through a centralized web interface for real-time visibility into DAG executions.