Can I use this for automated code reviews?

Yes, it is specifically designed to establish quality gates that can automatically recommend actions like 'Request Changes' or 'Approve' based on metrics such as maintainability and test coverage.

What are decision thresholds?

Thresholds are score ranges that trigger specific automated actions or statuses, such as 'Accept with conditions' or 'Reject', based on the final calculated weighted score.

What is a weighted scoring framework?

It is a method of evaluation where different criteria are assigned specific weights based on their relative importance, ensuring the final total score accurately reflects priority areas.

How do I define my own evaluation criteria?

Criteria are defined in a simple YAML configuration where you specify the criterion name, its weight (totaling 1.0), and a scoring guide describing what each range represents.

Weighted Evaluation Framework

Name: Weighted Evaluation Framework
Author: athola

byathola

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Productivity & Workflow

Implements a standardized, weighted scoring system and threshold-based decision engine for evaluating digital artifacts and workflows.

About

The Evaluation Framework skill provides a structured methodology for assessing artifacts through configurable weighted criteria and automated decision logic. By abstracting the process of defining metrics, assigning importance, and establishing clear quality gates, it enables developers to build consistent scoring rubrics for code reviews, project proposals, and system audits. This skill helps teams transition from subjective feedback to data-driven decisions by mapping numerical scores to specific, actionable outcomes like approval, conditional acceptance, or rejection.

Key Features

Customizable decision thresholds
Consistent scoring methodology
Weighted criteria scoring system
Reusable evaluation patterns
Automated quality gate logic
10 GitHub stars

Use Cases

Product roadmap and backlog prioritization
Automated code review quality gates
Project proposal and resource assessment