educator-sme

Evaluate strategic ideas from an educator perspective across five dimensions.

Updated Mar 21, 2026

Search Tags:#workflow #research #evaluation #adoption #classroom #educator

Ready to run

npx skills add https://github.com/lexijamesesq/Incubator --skill educator-sme

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: educator-sme
Source: https://github.com/lexijamesesq/Incubator/tree/main/claude/skills/educator-sme
Command: npx skills add https://github.com/lexijamesesq/Incubator --skill educator-sme

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides educator perspective evaluation of strategic ideas to ensure classroom relevance, practical adoption, and real-world impact.

Core Features & Use Cases

Evaluation across five dimensions from a veteran educator with 20+ years of K-12 and higher education experience
Works on ideas located in Ideas/ across seed to drafting stages
Generates a research artifact at Research/{idea-name}/educator-evaluation.md and updates the idea frontmatter
Supports a structured workflow including argument parsing, context loading, calibration, and artifact creation

Quick Start

Invoke /educator-sme with an idea name from Ideas/ to generate an educator SME evaluation.

Frequently Asked Questions about educator-sme

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

FAQPage Schema

How do I evaluate strategic ideas for classroom relevance and adoption viability?▼

Evaluating strategic ideas for classroom relevance uses an educator SME protocol to assess adoption viability across five dimensions, generating a research artifact and updating idea frontmatter to ensure practical impact.

Can I use an educator evaluation protocol on ideas still in the seed or drafting stages?▼

Yes, the educator evaluation protocol works on idea files at any stage from seed to drafting, parsing arguments and loading context to deliver feedback on classroom relevance and practical adoption.

What is the educator SME evaluation framework for education ideas?▼

The educator SME evaluation framework applies domain calibration for K-12 and higher education, assessing ideas across five dimensions to surface real-world impact and practical classroom adoption.

How do I generate research artifacts from idea files for classroom feedback?▼

Generating research artifacts from idea files involves invoking the evaluation workflow on an idea name, which creates an educator-evaluation.md artifact and updates the idea frontmatter with structured feedback.

Does the educator evaluation workflow support both K-12 and higher education domain calibration?▼

Yes, the educator evaluation workflow satisfies domain calibration for both K-12 and higher education, applying a defined evaluation framework to ensure ideas meet classroom adoption standards.