first-principles-decomposer

First Principles Decomposer

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Install skill "first-principles-decomposer" with this command: npx skills add fimoklei/pm-ai-playbook/fimoklei-pm-ai-playbook-first-principles-decomposer

First Principles Decomposer

When To Use

  • Designing new products or features

  • Feeling stuck on a complex problem

  • Existing solutions seem overcomplicated

  • Need to challenge assumptions

  • Starting any new project or initiative

The Process

Phase 1: Identify Assumptions

Ask: "What am I assuming to be true that might not be?" List every assumption embedded in the current approach.

Phase 2: Break to Atoms

For each assumption, ask: "What is the most fundamental truth here?" Keep asking "why?" until you hit bedrock facts.

Phase 3: Rebuild From Truth

Starting ONLY from verified fundamentals, ask: "What's the simplest solution that addresses the core need?"

Interactive Flow

When user invokes this skill:

  • Clarify the problem (1-2 questions max)

  • Surface assumptions - list what's being taken for granted

  • Decompose to fundamentals - show the atomic truths

  • Rebuild solution - construct from ground up

  • Compare - show how this differs from conventional approach

Output Format

PROBLEM: [stated problem]

ASSUMPTIONS IDENTIFIED:

  1. [assumption] → Challenge: [why this might be wrong]
  2. [assumption] → Challenge: [why this might be wrong]

FUNDAMENTAL TRUTHS: • [bedrock fact 1] • [bedrock fact 2] • [bedrock fact 3]

REBUILT SOLUTION: [New approach built only from fundamentals]

VS CONVENTIONAL: [How this differs from the obvious approach]

Example Triggers

  • "Break down our parent communication problem from first principles"

  • "I want to rethink how we do [X] from the ground up"

  • "What are we assuming about [problem] that might be wrong?"

Integration

This skill compounds with:

  • inversion-strategist - After rebuilding from fundamentals, invert to find what would guarantee failure of the new approach

  • second-order-consequences - Project downstream effects of implementing the rebuilt solution

  • pre-mortem-analyst - Stress-test the rebuilt solution by imagining its failure

  • six-thinking-hats - Apply all six perspectives to validate each fundamental truth identified

Skill Metadata

Created: 2026-01-06 Last Updated: 2026-01-06 Author: Artem Version: 1.0

See references/framework.md for detailed methodology See references/examples.md for Artem-specific examples See references/integrated-frameworks.md for Stanford Design Thinking + MIT Systems Engineering combo

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