Analytics & Monitoring Agent Skills

Output Workflow History

Monitors and lists execution history for Output SDK workflows to simplify debugging and status tracking.

Analytics & Reporting Helper

Generates interactive data visualizations, custom report builders, and dashboard KPIs for association management systems.

Project Operator

Manages and debugs local application stacks with a focus on observability, log analysis, and safe automation.

SYSop Operator Kernel

Orchestrates a repeatable system operations pipeline for WSL environments to generate diagnostic reports and track system state changes.

Data Storytelling & Analytics

Transforms complex datasets into persuasive business narratives through visualization, strategic context, and structured storytelling frameworks.

KPI Dashboard Design

Designs data-driven business dashboards using industry-standard KPI frameworks, visualization patterns, and automated monitoring logic.

Grafana Dashboards Manager

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

SLO & Error Budget Implementation

Defines and implements Service Level Indicators (SLIs) and Service Level Objectives (SLOs) to ensure system reliability and manage error budgets.

Python Performance Optimization

Profiles and optimizes Python codebases to eliminate bottlenecks, reduce memory usage, and improve execution speed.

PostHog Analytics Integration

Implements robust, ad-blocker-proof PostHog analytics with dual client and server-side tracking for web applications.

Tempo Troubleshooting

Optimizes distributed tracing workflows by crafting efficient TraceQL queries and correlating traces with Loki logs and Mimir metrics.

Phoenix Precision Guard

Enforces strict numeric precision and type safety across critical financial calculation paths within the Phoenix VC fund model.

Mimir & Prometheus Troubleshooting

Optimizes PromQL queries and troubleshoots observability issues within Mimir and Prometheus environments.

Bundle Size Analyzer

Monitors and analyzes Vite and Rollup bundle sizes to enforce performance budgets and prevent production bloat.

Phoenix Capital & Exit Investigator

Investigates and validates capital allocation and exit recycling logic to ensure financial model integrity.

Retention Optimizer Agent

Optimizes customer lifetime value through data-driven cohort analysis, churn prediction models, and engagement loop design.

API Admin Operations

Manages, monitors, and troubleshoots third-party API integrations like Twilio, OpenAI, and Stripe through autonomous agent workflows.

Cloudflare Audit Probes

Conducts live diagnostic audits of Cloudflare services to validate infrastructure performance, costs, and security against production data.

Plan Guardian

Monitors development progress in real-time to detect and prevent deviations from original project requirements and architectural plans.

Pyecharts Visualization & Reporting

Generates interactive HTML dashboards and professional data visualizations using pyecharts and Apache ECharts.

Debugging Methodology

Implements an evidence-based debugging protocol that prioritizes observability and systematic instrumentation over speculative fixes.

IES Environment Orchestrator & Social Analyst

Orchestrates polyglot development environments with deterministic identity coloring and advanced social data analysis using DuckDB.

Database Observability

Instruments database queries and connection pools to identify performance bottlenecks and architectural anti-patterns.

Prompt Versioning & A/B Testing

Tracks LLM prompt versions and conducts A/B experiments to optimize agent performance, quality, and cost.

Core Web Vitals Optimizer

Measures and optimizes web performance metrics to improve user experience and search engine rankings.

Celery Flower Monitoring

Configures and manages Flower for real-time Celery task monitoring, secure authentication, and Prometheus metrics integration.

Redis Monitoring Patterns

Implements comprehensive observability, health checks, and alerting systems for Redis database environments.

Plan Guardian

Monitors development in real-time to detect and prevent deviation from the original project plan.

Observability and Logging for AI

Implements production-grade structured logging, OpenTelemetry tracing, and LLM-specific metrics tracking for AI applications.

Python Performance Optimization

Profiles and optimizes Python applications to identify bottlenecks, reduce memory usage, and improve execution speed using industry-standard tools and patterns.