Analytics & Monitoring Agent Skills

dbt MCP Server Setup

13

Guides the configuration and troubleshooting of dbt MCP server connections for AI-powered data engineering and analytics workflows.

dbt Natural Language Data Querying

13

Answers complex business questions by intelligently navigating dbt semantic layers, models, and project artifacts.

dbt Cloud Error Troubleshooting

13

Diagnoses and resolves failures in dbt Cloud and platform jobs using systematic workflows and root cause analysis.

Memtrace Allocation Profiler

13

Profiles and optimizes OCaml memory allocations to eliminate boxing overhead and improve application performance.

Grafana Dashboard Engineer

13

Automates the creation and management of production-grade Grafana dashboards for real-time system and application observability.

Technical Debt Analyzer

13

Identifies, quantifies, and prioritizes technical debt within codebases using ROI-based remediation plans.

Bundle Size Optimizer

12

Analyzes and optimizes JavaScript bundle sizes to improve web application performance and load times.

CFN Docker Logging

12

Enables comprehensive audit trails and structured logging for Docker-based Claude Flow Novice (CFN) agent execution.

Web Visualization for Cargo Coupling

12

Visualizes Rust project dependencies and coupling metrics through an interactive web interface to identify architectural hotspots.

CFN Bash Utilities

12

Provides standardized bash utility functions for structured logging, error handling, and resilient file operations in AI workflows.

Docker Memory Analytics & Monitoring

12

Monitors and reports real-time memory usage for Dockerized Claude agents to prevent system crashes and optimize resource allocation.

Swimlane Visualization Designer

12

Design and implement real-time swimlane UI patterns to visualize AI Developer Workflow (ADW) execution and agent activity.

Latency Optimization

12

Optimizes end-to-end performance and reduces response times across distributed systems by tuning network protocols, application logic, and database layers.

Observability Patterns

12

Implements comprehensive observability strategies using logs, metrics, and traces to improve system reliability and debugging.

Hook Event Architecture

12

Architects robust, hook-based event systems to monitor and broadcast real-time AI agent activities within Claude Code workflows.

SLO, SLI & Error Budget Architect

12

Guides the definition of reliability targets, selection of service indicators, and implementation of error budget policies.

Distributed Tracing & Observability

12

Implements and debugs request flows across microservices using OpenTelemetry standards and distributed tracing patterns.

Incident Response Framework

12

Standardizes incident management processes, from initial detection and triage to postmortem analysis and reliability improvements.

Hawk Job Monitoring

12

Monitors Hawk job status, retrieves logs, and diagnoses issues for AI evaluation runs within the UK AISI Inspect framework.

SAP Analytics Cloud Scripting

11

Develops, debugs, and optimizes advanced scripts for SAP Analytics Cloud stories and analytics applications.

Retention Optimizer Agent

11

Optimizes post-PMF customer retention, lifetime value, and engagement through data-driven analysis and predictive modeling.

Logging Best Practices

11

Implements secure, structured logging with proper levels, context tracking, and PII sanitization for production-ready applications.

Web Performance Optimization

11

Optimizes web application performance through code splitting, lazy loading, caching strategies, and Core Web Vitals monitoring.

SAP BTP Cloud Logging

11

Configures and manages SAP Cloud Logging instances on SAP BTP for advanced observability, including log ingestion, metrics analysis, and OpenSearch dashboard setup.

SAP Analytics Cloud Planning

11

Streamlines the development of enterprise-grade SAP Analytics Cloud planning applications, data actions, and automated financial workflows.

Performance Optimization

Optimizes backend systems, APIs, and database performance through a disciplined measurement-first workflow.

MemBrowse Embedded Memory Tracking

Integrates MemBrowse memory analysis into embedded firmware projects to track and visualize RAM and Flash usage.

Enterprise Risk Manager

Assesses, models, and mitigates enterprise risks through comprehensive compliance frameworks and advanced stress testing.

Python Observability & Debugging

Implements structured logging, interactive debugging, and comprehensive performance profiling for Python applications.

Usage Logging

Tracks AI operations and costs with session-aware JSONL logging for audit trails and performance analytics.