Analytics & Monitoring Agent Skills

Topological Code Analyzer

Analyzes code and binary structures using persistent homology to identify stable topological features and cyclic dependencies.

Market Research & Competitive Analysis

Performs automated market sizing, competitor mapping, and trend analysis to validate business ideas and strategic direction.

Growth Analytics Dashboard

Manages KPI frameworks, cohort analysis, and data-driven growth strategies through specialized dashboard designs and predictive modeling.

Bugsnag Error Management

Streamlines production debugging by integrating Bugsnag error tracking and management directly into Claude.

Context Health

Validates and optimizes the health of the Claude Cortex environment by identifying configuration inconsistencies, redundancies, and duplicates.

Cortex Context Health

Diagnoses and optimizes Claude Cortex environments by identifying configuration inconsistencies, redundancies, and system health issues.

Reasoning Controls

Manages AI reasoning depth, budget constraints, and performance metrics to optimize model efficiency and execution costs.

Continuous Inverter

Monitors and remediates formal proof system health by measuring spectral gaps across multiple theorem provers in real-time.

Memory Statistics & Insight

Monitors and retrieves insights from Claude's persistent memory database to track sessions, knowledge areas, and facts.

Keboola Component Debugger

Diagnoses and fixes failures in Keboola Python components using specialized MCP tools, logs, and local testing environments.

Token Economics Dashboard

Monitors and visualizes token savings achieved through search-first exploration in large codebases.

Persistent Homology Analysis

Analyzes codebase architecture using topological data analysis to identify stable structural features and cyclic dependencies.

Wide Events Observability

Guides the implementation of high-dimensionality instrumentation and canonical log lines for superior system observability.

Influence Propagation & Network Analysis

Analyzes and traces the flow of ideas and behaviors across complex social networks using second-order analysis and cellular sheaves.

Samara System Health

Monitors and diagnoses the health, scheduling, and operational status of the Samara autonomous organism.

Rust Performance Optimizer

Analyzes and optimizes Rust application performance through CPU profiling, benchmarking, and detailed memory usage tracking.

Monthly Financials Analysis

Transforms raw bookkeeping exports into actionable runway insights, budget variance reports, and burn rate trends.

Monitoring & Observability Expert

Implements comprehensive observability systems including structured logging, real-time metrics, distributed tracing, and automated alerting.

Systems Thinking & Mental Models

Analyzes complex software problems as interconnected systems with feedback loops and emergent behaviors.

SRE & Reliability Engineer

Implements high-availability system practices through SLO management, toil reduction, and automated monitoring strategies.

Five Whys Plus Root Cause Analysis

Conducts rigorous root cause investigations for bugs and system failures using an enhanced 5 Whys framework with built-in bias guards.

Performance Analysis & Optimization (Rust)

Analyzes and optimizes Rust application performance through CPU profiling, benchmarking, and memory usage tracking.

Growth Analytics & Dashboard Management

Implements comprehensive KPI frameworks and designs data-driven dashboards to optimize growth metrics and business performance.

Market Research & Competitive Analysis

Performs comprehensive market sizing, competitive landscape mapping, and business model validation to inform strategic decision-making.

Langfuse Prompt and Trace Debugger

Fetches and analyzes Langfuse prompts and traces to debug schema errors, production issues, and AI model behavior.

GTM General Guidance

Provides foundational knowledge and architectural guidance for implementing and managing Google Tag Manager across various environments.

FFmpeg Video Analysis & QC

Automates video quality control by detecting artifacts, measuring visual metrics, and analyzing frame-level metadata using FFmpeg.

Session Introspect

Analyze and extract actionable insights from Claude Code session logs to debug workflows and improve AI interactions.

Debugging Strategies

Applies systematic methodologies and advanced tooling to identify, isolate, and resolve complex software defects across multiple programming stacks.

Pulse MCP Social Stream

Monitors real-time social media interactions and engagement patterns using MCP and DuckDB persistence.