fpf

Apply the First Principles Framework to analyze complex problems and generate evidence-based solutions.

11|Updated Mar 4, 2026

Search Tags:#decision analysis #systems thinking #problem framing #variant generation #evidence recording

Ready to run

npx skills add https://github.com/m0n0x41d/claude-code-fpf --skill fpf-m0n0x41d

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fpf
Source: https://github.com/m0n0x41d/claude-code-fpf/tree/main/skill/fpf
Command: npx skills add https://github.com/m0n0x41d/claude-code-fpf --skill fpf-m0n0x41d

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables users to apply the First Principles Framework (FPF) to analyze and design systems, decisions, and problems systematically.

Core Features & Use Cases

Problem Framing: Helps clarify ambiguous or complex issues by generating hypotheses and trade-offs.
Variant Generation: Assists in creating diverse solution options and assessing their strengths and weaknesses.
Evidence Recording: Guides the collection and evaluation of evidence to support or refute hypotheses, improving decision robustness.
Use Case: When facing a strategic organizational change, use this Skill to structure the analysis, explore alternatives, and record the evidence chain.

Quick Start

State the problem you want to analyze, then invoke the skill with a clear task description like: "Use FPF to analyze the risks of adopting a new cloud infrastructure."

Frequently Asked Questions about fpf

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

FAQPage Schema

How does systems thinking help with complex decision-making?▼

Systems thinking improves complex decision-making by breaking down ambiguous problems into structured hypotheses and trade-offs, allowing you to generate diverse solution variants and evaluate them systematically.

What is the best way to frame an ambiguous problem for analysis?▼

The best way to frame an ambiguous problem is to generate clear hypotheses and identify trade-offs upfront, which helps clarify the issue and structure the subsequent evaluation of potential solutions.

How do I use first principles to analyze strategic organizational change?▼

To analyze strategic organizational change, state the problem clearly and apply the First Principles Framework to structure the analysis, explore alternatives, and record the evidence chain supporting each option.

Can I systematically generate and assess multiple solution variants?▼

Yes, you can systematically generate diverse solution options and assess their strengths and weaknesses, ensuring that your final decision is backed by a robust evaluation of alternatives.

How do I record evidence to support or refute decision hypotheses?▼

You record evidence by systematically collecting and evaluating data that either supports or refutes your initial hypotheses, which improves decision robustness and creates a clear rationale for future reference.

When should I use formal decision analysis instead of intuitive judgment?▼

You should use formal decision analysis when facing complex, ambiguous problems where intuitive judgment is insufficient, ensuring that solutions are evidence-based and trade-offs are explicitly evaluated.