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p14-reference-class-framing

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Avoid bias with comparable situations.

Product & Management#decision making#reframing#framing#bias mitigation#p14#comparable situations
Authorhummbl-dev
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users avoid uniqueness bias and make more informed judgments by systematically identifying and applying comparable situations to a given problem.

Core Features & Use Cases

  • Reference Class Framing: Apply the P14 model to reframe problems and uncover hidden assumptions.
  • Stakeholder Alignment: Facilitate shared understanding by grounding discussions in comparable scenarios.
  • Use Case: Before launching a new product feature, use P14 to identify similar features launched by competitors or in previous internal projects to better predict potential outcomes and challenges.

Quick Start

Apply the P14 transformation to select comparable situations to inform judgment and avoid uniqueness bias.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

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Please help me install this Skill:
Name: p14-reference-class-framing
Download link: https://github.com/hummbl-dev/hummbl-agent/archive/main.zip#p14-reference-class-framing

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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