data-pro-max
openbooklet.com/s/data-pro-maxopenbooklet.com/s/data-pro-max@1.0.0GET /api/v1/skills/data-pro-maxData Analysis Intelligence Orchestrator. Master skill that coordinates specialized competencies for end-to-end data pipelines: (1) Data Analysis Suite (Stats/Causal/Science), (2) Geoprocessing Brazil, (3) Data Viz, and (4) Document Converter (Import/Export/Mermaid).
High-performance data manipulation and transformation using Pandas, Numpy, and DuckDB. Use when Claude needs to: (1) Clean or transform structured data (CSV, Parquet, JSON), (2) Perform large-scale aggregations or analytics, (3) Optimize analysis for performance and memory, (4) Implement the 'Tidy Data' (Wide-to-Long) strategy for reporting.
Generates professional statistical charts (Bar, Pie, Grouped) using Matplotlib and Seaborn. Use this skill to visualize survey data, trends, and distributions for reports.
Patterns, templates, academic personas, and Mermaid diagrams for creating world-class technical documentation and reports. Use for: (1) Creating new .md files, (2) Adding Mermaid diagrams, (3) Structuring academic/technical reports, (4) Applying GitHub-style standards, (5) Thesis defense quality control.
Tactical and highly interpretable Machine Learning. Use for: (1) Extracting Feature Importance via Random Forest, (2) Running Permutation Tests, (3) Handling Imbalanced Data (SMOTE).
Comprehensive time-series validation and analysis suite. Handles backtesting of trading and non-trading strategies with support for walk-forward validation (training vs testing windows), performance metric calculation (Sharpe, Drawdown, Win Rate), and event-driven resource allocation simulation. Use for: (1) Validating sequential logic on time-series data, (2) Calculating risk-adjusted performance, (3) Simulating constraints in resource distribution, (4) Detecting look-ahead bias through walk-forward testing.
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