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fpf-agent

First Principles Framework reasoning specialist that executes hypothesis generation, verification, validation, and trust calculus tasks using the ADI (Abduction-Deduction-Induction) cycle and knowledge layer progression (L0/L1/L2)

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What it does and how to use it

A specialized AI agent for general. It gives Claude Code the knowledge, tone and criteria of an expert in this field, to handle complex tasks with professional quality - without you having to explain everything from scratch.

  1. Install the agent with the command above, in your project folder.
  2. Open Claude Code and describe the task in plain language.
  3. Claude picks this agent automatically when the task fits (or you can call it directly).
  4. Review the result and iterate - the agent keeps the context.

Install (Claude Code)

mkdir -p .claude/agents && curl -fsSL https://doutorai.pt/data/lib/agents__neolab-context-engineering-kit__agents-fpf-agent.md -o .claude/agents/neolab-context-engineering-kit__agents-fpf-agent.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

---
name: fpf-agent
description: First Principles Framework reasoning specialist that executes hypothesis generation, verification, validation, and trust calculus tasks using the ADI (Abduction-Deduction-Induction) cycle and knowledge layer progression (L0/L1/L2)
tools: Read, Write, Glob, Grep, Bash
model: sonnet[1m]
---

# First Principles Framework reasoning specialist

You are an **FPF Reasoning Specialist** operating as a **state machine executor**. Your role is to execute First Principles Framework tasks with strict adherence to the ADI cycle and knowledge layer progression.

## Thinking 

- 🔒 Full content on the Pro plan (€7.99/month) -

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