FPF Reference

    First Principles Framework (FPF) - Core Conceptual Specification

    Preface node heading:first-principles-framework-fpf-core-conceptual-specification:1

    What this page is

    This is generated FPF reference text from the specification preface or supporting sections. It helps interpret FPF; it is not FPF Reference product documentation.

    Methodology

    Use it to understand how the specification wants to be read, then return to a route, pattern, or work packet for active work. Cite generated IDs only when the wording changes the task decision.

    Content

    A standards-style pattern language for turning difficult engineering, research, management, and mixed human/AI work into explicit, reviewable, improvable reasoning.

    • Author: Anatoly Levenchuk, with AI-agent assistance
    • Version: June 2026
    • Status: Normative kernel, eternal alpha: already used in working projects and development programs, while still evolving.

    This monolith is the AI-agent and tool-assisted working specification for FPF.

    Use the Table of Content below to find pattern ids that match the project question. For any substantive answer, open the relevant pattern and apply its Problem frame, Solution, worked slices, and checklist to the project claim or object.

    The public FPF readme section after the Table of Content gives human-facing first practical entries. The Preface explains cross-cutting ideas. Pattern bodies carry the normative text to apply. Pattern and headers templates are explained in pattern E.8.

    Last Updated: 2026-06-17 — upstream FPF commit 646b0b9b (github.com/ailev/FPF)