Analytics

Portfolio analytics, metrics calculation, performance tracking, and dashboard data. Use when working with analytics code, files, or integration. Invoke when navigating analytics codebase, searching for analytics files, debugging analytics errors, or discussing analytics patterns. Keywords: analytics, analytics

Instantiate polymorphic analytics for multi-context analysis.

Python data analysis with pandas, numpy, and analytics libraries

Cut video segments by timestamp, split videos into chunks, trim start/end, and extract specific scenes with precise frame control.

SQL database querying, optimization, and data management for analytics

Comprehensive guide to RDC's Snowflake data warehouse for marketing and consumer analytics. Use when querying clickstream data, lead attribution, marketing spend analysis, campaign performance, or revenue metrics. Triggers include queries about EFR, leads, spend, campaigns, clickstream, user journeys, SEM, app installs, paid social, or any Snowflake table exploration.

Data visualization design, tools, and storytelling for impactful analytics presentations

Core data analytics concepts, Excel/Google Sheets fundamentals, and data collection techniques

Systematic comparison of segments, cohorts, or time periods - ensure fair apples-to-apples comparisons, identify meaningful differences, explain WHY differences exist

Advanced analytics including machine learning, predictive modeling, and big data techniques

Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

Design and configure embedded Superset dashboards for internal tools and customer apps with theming, RLS, SSO, and scalable UX.

AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inline, tabular, expanded), 3 delimiters (comma, tab, pipe), key folding for nested objects. Triggers on structured data, arrays, repeated patterns. Use TOON by default when tokens matter - RAG pipelines, tool calls, agents, benchmarks. Keywords "data", "array", "list", "table", "log", "transaction", "metric", "analytics", "API", "database", "query", "TOON".

Expert guidance for designing event tracking systems, implementing analytics SDKs (PostHog, Mixpanel, GA4, Amplitude), creating semantic event taxonomies, validating instrumentation, building dashboards, and interpreting user behavior metrics. Use when setting up product analytics, designing event tracking, analyzing retention/engagement data, or improving analytics infrastructure.

Connect to Beam AI workspace for agent management. Load when user mentions 'beam', 'beam agent', 'beam task', 'beam analytics', 'list agents', 'create task', or any Beam AI operations. Meta-skill that validates config, discovers agents, and routes to appropriate operations.

AUTO-ACTIVATE on keywords (workflow, kanban, regras de negócio, transição, processo, estado, automação, patterns, agents, dashboard). Provides comprehensive knowledge and practical tools for developing the Kanban-Workflow system in VibeCForms v4.0. Covers workflow architecture, implementation phases, AI agents, pattern analysis, visual editors, business rules, auto-transitions, and analytics. Use when user mentions workflow-related concepts or business logic.

커맨드, 스킬, 에이전트 사용 빈도 측정 및 리포트 생성. 미사용 항목 식별, 최적화 제안 제공.

Cross-portfolio performance analytics, strategic allocation optimization, and risk correlation analysis. Use for quarterly portfolio reviews, LP reporting, fund performance analysis, strategic allocation decisions, and impact measurement across investments. Generates interactive dashboards, performance attribution analysis, and strategic recommendations for portfolio construction and rebalancing.

Analyzes a company's fundamental performance, growth drivers, and risks using verified financial data and text evidence. Use this when asked to research a stock's business model, revenue segments, or quarterly performance.

Calculate and interpret SaaS growth metrics including MRR, ARR, churn rate, LTV, CAC, NRR, and conversion rates. Use when user mentions metrics, asks about business health, wants to calculate KPIs, or needs help interpreting growth numbers. Provides health checks against industry benchmarks.