What is the benefit of the assessment strategy feature?

It ensures every learning outcome has a corresponding evaluation method, such as a knowledge check or practical application, so you can prove mastery.

Can I define what is NOT in my course?

Yes, Stage 3 of the information flow specifically focuses on Scope Boundaries, helping you list topics that are explicitly out of scope to maintain focus.

How does it use Bloom's Taxonomy?

The skill maps the complexity of a task to specific action verbs—such as 'identify', 'execute', or 'critique'—to ensure that learning outcomes are observable and testable.

What does the Specification Refiner skill do?

It enhances the coursekit MCP by guiding you through a pedagogical framework to turn simple course ideas into detailed specifications with measurable goals and assessments.

Specification Refiner

Name: Specification Refiner
Author: adaptiveX-gh

byadaptiveX-gh

•

Learning & Documentation

Transforms vague course descriptions into structured educational specifications with measurable learning outcomes and assessment strategies.

The Specification Refiner skill is a pedagogical assistant designed to bridge the gap between initial course ideas and professional-grade educational blueprints. By leveraging Bloom's Taxonomy and SMART criteria, it guides users through a structured four-stage discovery process to define core capabilities, prerequisites, scope boundaries, and evaluation methods. This skill ensures every learning objective is measurable and connected to real-world application, providing a clear roadmap for both instructors and learners while eliminating common pitfalls like undefined scope or vague success metrics.

Key Features

011 GitHub stars

02Structures prerequisites and resource requirements to ensure learner readiness

03Generates measurable learning outcomes using Bloom's Taxonomy action verbs

04Defines clear scope boundaries to prevent content creep and manage depth

05Synthesizes raw inputs into standardized, production-ready specification documents

06Develops comprehensive assessment strategies mapped to specific outcomes

Use Cases

01Mapping educational content to specific professional performance indicators

02Designing technical workshop curricula for senior developers and engineers

03Refining internal corporate training programs into structured learning paths

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptivex-gh/coursekit-mcp specification-refiner

For use in Claude.ai and ChatGPT

Download Skill