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A lightweight, persistent Python environment for context-heavy workflows with AI assistants. Load a 200MB log file once, then run analysis interactively with state that survives between commands.

Built as a single-file script (~750 lines) using uv run --script for zero-install execution. Includes built-in helpers for grep, chunking, and buffer export.

• Persistent variables across invocations via pickle
• Regex search with configurable context windows
• Automatic chunking for Claude-friendly processing
• 8 inline validation tests

tooling python claude code

God, Tech, AI, and Earth. An exploration at the intersection of faith, open source, and emerging technology.

essay

A structured, searchable vault of the Commonwealth Code of the Northern Mariana Islands. Sourced from the CNMI Law Revision Commission, containing 7,157 sections across 10 Titles.

• Title 1: Government — general provisions, definitions, legal holidays
• Titles 2-10: Natural resources, human resources, economic resources, commercial code, criminal procedure, civil procedure, family law, vehicle code, local laws

Includes AI skill definitions for automated legal reference lookup.

legal cnmi reference

A working data engineering project exploring modern stack patterns: dbt for transformations, Prefect for orchestration, Marimo for interactive notebooks, and Evidence for analytics dashboards.

data eng dbt prefect