benefit-score

Calculates value confidence scores for work items based on adoption rates and benefit metrics.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/tgsatwit/agent-delivery-pub --skill benefit-score
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: benefit-score
Source: https://github.com/tgsatwit/agent-delivery-pub/tree/main/.claude/skills/benefit-score
Command: npx skills add https://github.com/tgsatwit/agent-delivery-pub --skill benefit-score

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a rapid, quantitative assessment of benefit realization for individual work items, helping to prioritize efforts and track value delivery.

Core Features & Use Cases

  • Benefit Scoring: Calculates a Value Confidence Score (0-100) based on realized metrics against targets.
  • Per-Benefit Breakdown: Details the realization percentage and confidence for each individual benefit.
  • Adoption Factor: Incorporates user adoption rates into the overall score.
  • Use Case: An agent can use this Skill to quickly check if a recently launched feature is delivering its intended value by analyzing current adoption and key performance indicators.

Quick Start

Score the benefits for the feature 'client-meeting-prep'.

Frequently Asked Questions about benefit-score

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

FAQPage Schema
How do I calculate a value confidence score for benefit realization?

To calculate a value confidence score, compare your baseline metrics to the current state and factor in the user adoption rate. This yields a 0-100 score indicating how confidently a feature realizes its intended value.

How do I track benefit realization metrics for a specific feature?

Track benefit realization by loading context from a benefits framework, benefits register, and adoption metrics. The Skill then returns a per-benefit breakdown detailing the realization percentage and confidence for each individual benefit.

Can I include user adoption rates when scoring feature benefits?

Yes, you can include user adoption rates. The benefit scoring mechanism incorporates the adoption factor directly into the overall value confidence score to ensure realized metrics reflect actual feature usage.

What data do I need to load before scoring benefit realization metrics?

You must load context from a benefits framework, a benefits register, and adoption metrics for the specified feature. These inputs provide the baseline targets and current state data required to calculate the confidence score.

When should I use a quantitative benefit scoring approach for work items?

Use quantitative benefit scoring when you need a rapid assessment of value delivery for individual work items. It is ideal for checking if recently launched features are meeting key performance indicators and intended targets.

Does benefit scoring provide a per-benefit breakdown for individual features?

Yes, benefit scoring provides a per-benefit breakdown. It details the realization percentage and confidence level for each individual benefit associated with the work item being evaluated.