decision-framework

Convert gut feelings into a transparent, weighted decision framework.

3|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/grasberg/sofia --skill decision-framework-grasberg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: decision-framework
Source: https://github.com/grasberg/sofia/tree/main/workspace/skills/decision-framework
Command: npx skills add https://github.com/grasberg/sofia --skill decision-framework-grasberg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Guides users through messy, high-stakes decisions by converting intuition into explicit criteria, weights, and documented reasoning.

Core Features & Use Cases

  • Weighted Decision Matrix: quantify trade-offs across multiple criteria to reveal the best option for complex choices.
  • Pros/Cons with Weighting: attach impact scores to pros and cons to prioritize factors that truly matter.
  • Decision Journal: capture decision context, options considered, and expected vs. actual outcomes for learning over time.
  • Cognitive Bias Checklist: identify common mental traps to reduce bias in decision making.

Quick Start

Provide the decision you’re facing and let the framework generate a weighted matrix, decision journal, and recommended course of action.

Frequently Asked Questions about decision-framework

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

FAQPage Schema
How do I convert gut feelings into a structured decision framework?

A weighted decision framework converts gut feelings into a transparent evaluation by assigning impact scores to pros and cons across multiple criteria. This structured workflow reveals the best option for complex choices by making your reasoning explicit.

What is a weighted decision matrix and when do I need one?

A weighted decision matrix quantifies trade-offs across multiple criteria to reveal the best option for complex choices. You need this framework when facing high-stakes personal or professional decisions, such as changing jobs or prioritizing projects, to reduce cognitive bias.

How do I use a decision journal to track expected vs actual outcomes?

You use a decision journal to capture the context, options considered, and expected outcomes before finalizing a choice. Documenting reasoning allows you to compare expected vs actual outcomes over time, creating a documented learning loop for future evaluations.

Can I evaluate multiple options with evolving criteria for a career change?

Yes, you can evaluate multiple options with evolving criteria for a career change. The framework accommodates personal and professional decisions by allowing you to attach impact scores to pros and cons that truly matter as your priorities shift.

How does a cognitive bias checklist improve complex decision making?

A cognitive bias checklist improves complex decision making by identifying common mental traps during the evaluation process. This structured step actively reduces bias, ensuring your weighted matrix reflects actual trade-offs rather than flawed intuition.

What's the best way to quantify trade-offs for prioritizing projects?

The best way to quantify trade-offs for prioritizing projects is using a weighted matrix to score criteria against multiple options. This reproducible evaluation process attaches impact scores to pros and cons, prioritizing the factors that truly matter.