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first-principles-learn - First Principles Learning Preparation

Surfaces hidden field assumptions so learners question foundations instead of memorizing facts

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Updated: 2026-03-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • identify field assumptions
  • sort foundations vs conventions
  • create learning framework
  • generate interrogation questions
  • map common misconceptions
  • map depth levels

Inputs

  • subject to learn
  • core methodology reference

Outputs

  • structured learning document
  • assumption map
  • learning framework
  • misconception map
  • depth roadmap

Requirements

  • core-methodology.md reference

Source

  • Spec: SKILL.md

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learning
study
education
first-principles
framework
identify field assumptions
sort foundations vs conventions
create learning framework
generate interrogation questions
subject to learn
core methodology reference
structured learning document
assumption map
learning framework