pablodiegoo
12 verified skills72 total stars
data-pro-skill
Market research data analysis meta-prompt. Transforms raw quantitative and qualitative data into dense, Tufte-style analytical documents. Document-driven. Invisible agent loop: Statistician -> Critic -> Tufte Designer. Commands: /dps-setup, /dps-cross, /dps-inject-open, /dps-export. Modes: /dps-mode:quant, /dps-mode:quali, /dps-mode:strategy. Requires constitution.md.
testing6
causal-inference
Statistical modeling to isolate true drivers and associations. Use for: (1) Key Driver Analysis, (2) Calculating Chi-Square Residuals, (3) Plotting Association Matrices, (4) Partial Dependence Diagnostics.
testing6
clustering-toolkit
Advanced clustering and grouping toolkit using PCA and DBSCAN. Provides a complete pipeline for identifying homogeneous groups in high-dimensional data with built-in quality diagnostics and stability metrics. Use for: (1) Grouping similar entities (assets, products, clients) based on multi-dimensional features, (2) Principal Component Analysis for dimensionality reduction, (3) DBSCAN clustering with noise filtering, (4) Diagnosing clustering pathologies like giant cluster ratio or configuration instability.
tools6
context-optimizer
Decomposes large Markdown documentation into an optimized .agent context structure. Use this skill when: (1) Starting a new project with a large requirements document, (2) Migrating legacy docs to .agent structure, (3) Refactoring existing context files for better organization, (4) Converting PDFs or long READMEs into agent-friendly files, or (5) Optimizing context window usage by splitting monolithic docs into Tasks, Memories, Workflows, and References.
development6
time-series-analysis
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.
testing6
data-manipulation
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.
development6
data-viz
Generates professional statistical charts (Bar, Pie, Grouped) using Matplotlib and Seaborn. Use this skill to visualize survey data, trends, and distributions for reports.
data-ai6
geoprocessing-brazil
Normalization and state-mapping of municipal data and generation of professional choropleth maps of Brazil (UF/State level). Use for: (1) Detecting city/state strings and normalizing names, (2) Attaching regional metadata, (3) Generating professional maps integrating survey data with shapefiles.
testing6
document-converter
Document format conversion tool. Import: PDF/DOCX/PPTX → Markdown (with OCR fallback). Export: Markdown → PDF/DOCX (with cover page, themes). Use for: (1) Converting external documents to Markdown, (2) Generating professional PDF/DOCX from Markdown analysis results.
tools6
strategic-frameworks
Business-level frameworks and actionable reporting for executives. Use for: (1) Plotting Priority Matrices, (2) Generating Pain Curves, (3) Conversion Funnels, (4) Removing Halo Effects to uncover true sentiment.
development6
survey-analytics
Core statistical analysis and pipeline automation for survey datasets. Use for: (1) Running standard Crosstabs, NPS, Top-Box calculations, (2) Generating complete EDA or Analytics notebooks, (3) Quantitative and qualitative processing of questionnaire data.
tools6
machine-learning-lite
Tactical and highly interpretable Machine Learning. Use for: (1) Extracting Feature Importance via Random Forest, (2) Running Permutation Tests, (3) Handling Imbalanced Data (SMOTE).
testing6