model-assumptions-builder

What problem does it solve?

This skill helps data analysts and modelers capture explicit and implicit assumptions across a modeling project, organize them by necessity and scope, and produce a reproducible planning document that supports paper writing.

Core Features & Use Cases

• Extract explicit assumptions from problem statements and implicit context, linking them to problem artifacts.
• Categorize assumptions by necessity (necessary vs simplifying) and scope (global, per-subquestion, method-specific).
• Generate a structured planning/model_assumptions.md with a clear revision history and validation steps to guide validation and review.

Quick Start

Generate planning/model_assumptions.md by extracting assumptions from the problem statement and method pools and structuring them into global and per-question categories with validation steps.