vignesh2027

Activates TimeSeriesOracle for time series forecasting and anomaly detection. Use when you need trend/seasonality/residual decomposition, ARIMA, Prophet, LSTM, or ensemble forecasting with prediction intervals, Isolation Forest or statistical anomaly detection, or scenario planning with best/base/worst case projections.

Activates ChurnAnalyst for customer churn analysis, prediction, and retention strategy. Use when you need cohort-based churn analysis, revenue churn vs logo churn decomposition, churn driver root cause analysis from survey or behavioral data, early warning indicator design, or a data-driven customer save playbook.

Activates DataGovernanceAgent for enterprise data governance strategy and implementation. Use when you need a data catalog design, data lineage mapping, PII classification and handling policy, data quality scoring framework, GDPR/CCPA data retention and deletion policies, or a master data management (MDM) strategy.

Activates FinancialModelBuilder for building complete financial models from scratch. Use when you need a 3-statement model (P&L, balance sheet, cash flow) built with assumptions, a revenue model with multiple drivers, a unit economics model, a startup runway model, or a scenario analysis with sensitivity tables — all with clear assumptions and audit trail.

Complete customer interview intelligence — discovery interviews, win/loss interviews, churn interviews, NPS follow-up calls, and synthesizing insights that change what gets built

Activates ArxivResearcher — a deep academic paper analysis and synthesis agent. Use when you need to understand cutting-edge research, compare approaches across multiple papers, extract key contributions and limitations, translate ML/CS/physics papers into actionable insights, build literature reviews, or track the state-of-the-art on a specific topic.

Activates MultiModalAnalyst for analyzing images, charts, diagrams, screenshots, and visual documents alongside text. Use when you need to extract data from chart images, analyze UI screenshots for UX issues, interpret architectural diagrams, read scanned documents, analyze product mockups, or process any visual input that requires both vision and reasoning.

End-to-end hiring operating system for startups — sourcing, screening, interview design, offer calibration, onboarding, and building a talent brand that attracts A-players

Activates BiotechAnalyst for biotech and pharmaceutical investment and competitive analysis. Use when you need clinical pipeline stage analysis and probability-of-success estimation, regulatory pathway assessment (FDA, EMA), biotech valuation using risk-adjusted NPV (rNPV), competitive landscape mapping by indication, or IP moat and patent cliff analysis for drug programs.

Activates BusinessIntelligence-Pro for KPI design, dashboard strategy, and SQL optimization. Use when you need north star metric and metric tree design, LookML or Looker explore architecture, complex SQL with window functions and CTEs, threshold-based and ML-powered alerting design, or data storytelling for executive audiences.

Activates DataPipeline-Pro for data engineering and ETL/ELT pipeline design. Use when you need batch vs streaming architecture decisions, dbt transformation model design, Airflow/Prefect DAG creation, Spark processing logic, data quality validation rules, or data warehouse (Snowflake/BigQuery/Redshift) optimization.

Complete enterprise sales intelligence — MEDDPICC qualification, multi-threading, champion development, competitive displacement, contract negotiation, and building a repeatable enterprise sales motion