Analytics & Monitoring Agent Skills

Coherence Check

Ensures methodological and philosophical alignment in qualitative research by auditing language, analytical decisions, and AI interaction patterns.

Claude Code Stack Analysis

Audits and optimizes Claude Code primitive structures, ensuring configuration health through deep quality analysis of skills, commands, and hooks.

Global Error Handling

Implements robust error management systems using structured logging, custom exceptions, and graceful degradation strategies to ensure application resilience.

Risk Assessment

Evaluates portfolio risk, market volatility, and position sizing using a multi-perspective debate system to ensure safe trade execution.

Sentry and OpenTelemetry Setup

Configures comprehensive error tracking and performance monitoring for Next.js applications using Sentry and OpenTelemetry.

Performance Budget Enforcer

Automates performance monitoring and budget enforcement for web applications to prevent speed regressions and optimize user experience.

Unified Work & Script Logging

Provides standardized logging for AI script execution and semantic work progress tracking within development plans.

DBT Semantic Layer

Provides expert guidance on building, validating, and integrating dbt Semantic Layer metrics using MetricFlow architecture.

Notification Troubleshooting

Investigates Mission Control alerts to identify root causes and provide actionable remediation steps through historical pattern analysis and resource correlation.

CUI Logging Standards

Enforces standardized Java logging patterns using CuiLogger and LogRecord for structured, reliable application observability.

Billing Reporter

Analyzes LimaCharlie billing and usage data to identify cost drivers, track trends, and provide actionable optimization insights.

Context Manager

Optimizes Claude Code performance and token usage through strategic file loading, budget monitoring, and efficient query patterns.

Candidate Profile Summary

Generates detailed markdown reports analyzing candidate demographics, diversity metrics, and geographic distribution from profile data.

Data Pipeline Monitoring

Monitor and troubleshoot dual-pipeline data collection systems on Google Cloud Platform to ensure reliable blockchain network metrics.

Bigconfig Generator

Automates the creation and management of Bigeye monitoring configurations to ensure data quality, freshness, and volume consistency for BigQuery tables.

Splunk Assistant

Simplifies Splunk REST API interactions by routing requests to specialized skills and managing connection health.

Splunk Search Assistant

Executes and manages SPL queries within Splunk using oneshot, normal, and blocking execution modes.

Splunk Saved Search Manager

Manages Splunk reports and scheduled searches via the Splunk REST API directly within Claude Code.

Market Sizing Analysis

Performs comprehensive market sizing calculations using TAM, SAM, and SOM frameworks to evaluate business opportunities and startup potential.

Engage Analytics Indicators

Manages healthcare metrics and dbt models for the Engage Analytics project, including questionnaire processing and indicator definitions.

Splunk High-Volume Data Export

Facilitates efficient, high-volume streaming data extraction and checkpoint-based resumes from Splunk instances.

Splunk Search Job Manager

Orchestrates the full lifecycle of Splunk search jobs, enabling automated job creation, status monitoring, and resource management via the REST API.

SLO Implementation & Reliability Engineering

Implements measurable reliability targets using Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets to balance stability with innovation velocity.

Grafana Dashboard Expert

Creates and manages production-grade Grafana dashboards for real-time visualization of system, infrastructure, and application metrics.

Prometheus Configuration

Configures Prometheus for comprehensive metric collection, infrastructure monitoring, and proactive alerting.

Distributed Tracing Implementation

Implements end-to-end request tracking across microservices using Jaeger, Tempo, and OpenTelemetry to identify performance bottlenecks.

Behavior Mapping & Tracking

Maps high-level goals to the specific daily behaviors that produce them to create actionable, data-driven tracking systems.

Splunk Alert Management

Manages Splunk alert life cycles by creating configurations, monitoring triggered events, and handling notification workflows via the REST API.

Langfuse Experiment Runner

Facilitates LLM experiment execution and prompt evaluation using Langfuse datasets and automated LLM-as-judge scoring.

Python Performance Optimization

Profiles and optimizes Python code to eliminate bottlenecks, reduce memory overhead, and accelerate execution using advanced profiling tools and best practices.