Skill UI

This skill allows for the generation and execution of complex, optimized SQL queries to derive deep business insights. It supports sophisticated data workflows, including multi-table joins, multi-dimensional analysis (e.g., trend analysis, attribution modeling, comparative analysis), and subsequent recommendations for appropriate data visualizations (e.g., line charts, waterfall charts). It goes beyond simple SELECT statements by planning the query structure, handling schema relationships, and ensuring adherence to best practices.

Generate data analysis reports by exploring database tables, running multidimensional SQL queries, performing deep attribution analysis, and outputting dynamic HTML visual reports with ECharts for business, trend, and KPI scenarios.

This skill provides comprehensive guidance on performance measurement, advanced attribution modeling, and marketing ROI analysis. Use it when setting up detailed tracking systems, analyzing campaign channel performance, building multi-touch attribution models (like Data-Driven or Linear), or generating strategic marketing reports covering KPIs like CAC and LTV.

This skill analyzes ransomware cryptocurrency payment flows by utilizing major blockchain intelligence APIs (like Chainalysis and WalletExplorer). It identifies wallet clusters, tracks movements through obfuscation services (mixers, tumblers), and determines fund flows to exchanges, supporting forensic investigations and law enforcement attribution efforts.

This guide details the architecture and deployment of resilient Command and Control (C2) redirectors. By using tools like Nginx and Apache, operators establish an intermediary layer that filters beacon traffic based on malleable C2 profiles. This setup protects the true team server from detection, takedown, and analysis (OPSEC), enabling advanced techniques like domain fronting and traffic shaping for low attribution.

This skill calculates model interpretability for algorithmic trading signals using PageRank. It constructs a feature-contribution graph from an LSTM or Transformer signal and executes a single-entry PageRank calculation. The result identifies the top-K features that most significantly drove the prediction, providing a "regulator-grade" audit trail essential for compliance with regulations like the EU AI Act.

A comprehensive tool for deep marketing performance analysis. This skill guides users in defining robust KPI frameworks, building attribution models, investigating traffic anomalies, and developing advanced measurement strategies. It is essential for modern digital marketing, including handling AI-generated traffic, dark social attribution, and cookieless privacy environments.

Provides a comprehensive framework for designing and implementing multi-touch attribution models across the entire marketing funnel. This guide helps assess data maturity, define credit distribution rules, set lookback windows, and tailor platform-specific configurations (GA4, HubSpot, CRM) to accurately measure true channel contribution and optimize marketing spend.

This advanced tool provides comprehensive multi-touch attribution analysis, moving beyond simplistic last-click reporting. It compares multiple models (First-Touch, Last-Touch, Linear, Time-Decay, etc.) to accurately allocate revenue and credit across the entire customer journey. Use it to identify which channels drive brand awareness, nurture consideration, and close conversions, enabling strategic budget reallocation decisions.

A comprehensive tool for designing, mapping, and optimizing end-to-end marketing and sales funnels. It assists in customer journey mapping, attribution modeling, conversion path diagnosis, and gap analysis across various business models (B2B SaaS, e-commerce, etc.). Ideal for improving lead nurture flows and maximizing conversion rates.

This skill queries and interprets the advanced Google Search Console AI Performance Report, covering both AI Overviews and AI Mode impressions and pages. It helps marketers baseline a brand's visibility in generative AI search results, assess performance by country, device, and date, and strategically decide on the in-Search-Console AI opt-out toggle. Essential for managing modern search attribution.

This skill provides comprehensive support for designing, mapping, and optimizing end-to-end marketing automation workflows. It is essential for building sophisticated lead scoring models, multi-stage nurture sequences, time-based drip campaigns, and setting up complex behavioral triggers across the entire customer lifecycle. Use it for platform strategy, cross-channel orchestration, and advanced attribution modeling.