FirstPrinciples

Deconstruct problems into assumptions, constraints, tests, and implementation roadmaps.

9|1|Updated Apr 16, 2026
One-click install
npx skills add https://github.com/CarbeneAI/Forge --skill firstprinciples-carbeneai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: FirstPrinciples
Source: https://github.com/CarbeneAI/Forge/tree/main/.claude/skills/FirstPrinciples
Command: npx skills add https://github.com/CarbeneAI/Forge --skill firstprinciples-carbeneai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

FirstPrinciples helps teams and individuals break complex problems into fundamental truths, separate facts from assumptions, and rebuild optimal solutions without being constrained by convention or analogy. It reduces reliance on untested beliefs and reveals high-leverage opportunities by systematically identifying hard constraints, soft constraints, and unverified assumptions. The Skill is designed to turn vague or entrenched problems into testable hypotheses and actionable roadmaps.

Core Features & Use Cases

  • Three-phase framework: Deconstruct problems into components, Challenge assumptions with tests and classifications, and Reconstruct solutions using only verified constraints.
  • Practical templates: Constraint classification templates, assumption test plans, dependency maps, and implementation roadmaps to move from analysis to execution.
  • Use Cases: Innovating product design, reducing operational cost, rethinking approval workflows, evaluating technology choices, and strategic planning where conventional wisdom may be limiting.
  • Integration notes: Works alongside research skills to gather evidence and with advisor skills to apply conclusions to technical or business decisions.

Quick Start

Apply first principles to deconstruct our onboarding process, test core assumptions, and propose a reconstructed solution with clear success metrics.

Frequently Asked Questions about FirstPrinciples

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is first principles problem solving and when should I use it?

First principles problem solving breaks complex problems into fundamental truths by separating facts from assumptions. Use it to rethink product design, operational workflows, or strategy when conventional wisdom creates artificial constraints or limits high-leverage opportunities.

How do I deconstruct complex problems into fundamental truths?

Deconstruct complex problems by systematically identifying hard constraints, soft constraints, and unverified assumptions. Challenge each assumption with proposed tests, then reconstruct an optimal solution using only verified constraints to produce an evidence-based implementation roadmap.

Can I use first principles thinking for product strategy and operations?

Yes, you can apply first principles thinking across engineering, product, strategy, and operations. It helps reduce operational costs, innovate product design, rethink approval workflows, and evaluate technology choices by eliminating untested beliefs and artificial constraints.

What is the best way to identify and test root-cause assumptions?

The best way to identify root-cause assumptions is using a constraint classification template to separate hard limits from soft constraints. You then generate an assumption test plan to validate hypotheses with evidence before rebuilding your solution architecture.

How do I move from root-cause analysis to an actionable implementation roadmap?

Move from root-cause analysis to execution by reconstructing solutions using only verified constraints. This produces dependency maps, proposed assumption tests, success metrics, and a structured implementation roadmap to guide your team through validated high-leverage actions.

Does first principles problem solving work for evaluating technology choices?

Yes, first principles problem solving works for evaluating technology choices by stripping away conventional analogies. It breaks technology decisions into fundamental truths, revealing whether dependencies are hard constraints or unverified assumptions, enabling evidence-based strategic planning.