evaluation

Score technology options against weighted criteria and document trade-offs.

4|2|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/All-The-Vibes/skills-catalog --skill evaluation-all-the-vibes
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluation
Source: https://github.com/All-The-Vibes/skills-catalog/tree/main/.claude/skills/research/evaluation
Command: npx skills add https://github.com/All-The-Vibes/skills-catalog --skill evaluation-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Team decisions are often subjective and slow. This Skill provides a rigorous framework to evaluate technology options using defined criteria, weights, and trade-off documentation, helping teams reach defensible, data-driven recommendations.

Core Features & Use Cases

  • Criteria-driven scoring: Define categories, weights, and scores for each option.
  • Trade-off documentation: Capture trade-offs and rationale to inform architecture and procurement decisions.
  • PoC guidance: Plan and summarize PoCs for top candidates to validate assumptions.

Quick Start

Define the evaluation scope, list 3-5 candidate options, assign weights to criteria, run a scoring matrix, and capture the final recommendation with rationale and trade-offs.

Frequently Asked Questions about evaluation

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

FAQPage Schema
How do I evaluate technology options for vendor selection using a scoring matrix?

To evaluate technology options, define your evaluation scope, list 3-5 candidate options, assign weights to criteria, run a scoring matrix, and capture the final recommendation with rationale and trade-offs.

What is the best way to document trade-offs for architectural pattern decisions?

Documenting trade-offs for architectural pattern decisions requires capturing rationale and evidence-based recommendations alongside computed weighted scores to inform architecture and procurement choices.

How do I plan and summarize a PoC to validate technology decisions?

Plan and summarize PoCs for top candidate options to validate assumptions using structured guidance, ensuring your technology decisions are defensible and data-driven.

Can I use weighted scores to compare engineering tools across different criteria categories?

Yes, you can compare engineering tools by defining categories, assigning weights to criteria, and computing weighted scores for each option to reach a data-driven recommendation.

Does this evaluation framework support predefined criteria for team decision-making?

Yes, the evaluation framework supports predefined criteria with weights to help engineering teams reach defensible, data-driven recommendations during vendor selection and tool comparisons.