Data & Analytics

Diagnose and reduce git repository bloat — multi-GB .git, slow git status/fetch/clone caused by large binaries committed to history. Consolidates packs and enables the untracked-cache (always-safe wins), then plans an operator-gated history rewrite that strips only large already-deleted blobs. Use when a repo's .git is multiple GB, git ops are slow, or the user mentions "repo bloat", "shrink/slim .git", "git filter-repo", "repo health", or large binaries in git history. Safe to point at any w...

Synchronize AI swarms with GitHub Projects for visual task management

Generate engineering analysis reports with interactive Plotly visualizations,

Create interactive scientific and analytical charts with Plotly (JavaScript

Generate interactive Plotly and Matplotlib visualizations from DataFrames with configurable templates and multi-format support.

Create custom, highly interactive data visualizations with D3.js (Data-Driven

YAML for configuration-driven engineering workflows, model setup, and

Python for engineering analysis, numerical computing, and scientific

Pandas for time series analysis, OrcaFlex results processing, and marine

NumPy for matrix operations, FFT, linear algebra, and numerical computations

Create and manipulate Microsoft Excel workbooks programmatically. Build

Create interactive well production dashboards with real-time monitoring,

Extract and process Norwegian Petroleum Directorate field and production

Forecast oil & gas well production using decline curve analysis. Use

Perform NPV analysis and economic evaluation for oil & gas assets. Use

Create interactive metocean visualizations including time series plots,

Statistical analysis of metocean data including extreme value analysis,

Fetch real-time and historical metocean data from NDBC, CO-OPS, Open-Meteo,

Metocean data workflows — fetching, statistics, and visualization

Collect, analyze, and report marine safety incident data from 7 global

Analyze BSEE HSE (Health, Safety, Environment) incident data for risk

Deepwater field-specific analysis for major Gulf of Mexico developments

Interactive visualization for oil and gas production data analysis using Plotly dashboards

Perform advanced economic sensitivity analysis for oil & gas investments