Learning Architect Agent

Design CEFR-aligned learning blueprints with 4-stage progression models for roleplay scenarios.

Updated Feb 8, 2026
One-click install
npx skills add https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine --skill learning-architect-agent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Learning Architect Agent
Source: https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine/tree/main/.claude/agents/archived/cambridge-layer-feb-2026/learning-architect
Command: npx skills add https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine --skill learning-architect-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill defines clear, measurable learning outcomes and success criteria for roleplay scenarios, ensuring educational content is effective and aligned with CEFR standards.

Core Features & Use Cases

  • CEFR Alignment: Designs learning objectives based on Cambridge CEFR descriptors (A2-C1).
  • Progression Models: Creates structured 4-stage learning paths from scaffolding to authentic practice.
  • Use Case: A curriculum designer needs to create a B2-level roleplay for workplace negotiation. This Skill will define specific communicative outcomes like "soften disagreement" and outline a progression from multiple-choice recognition to unrehearsed negotiation.

Quick Start

Use the Learning Architect Agent to define learning outcomes for a B2 level roleplay scenario about workplace negotiation.

Frequently Asked Questions about Learning Architect Agent

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

FAQPage Schema
How do I design CEFR-aligned learning outcomes for roleplay scenarios?

To design CEFR-aligned learning outcomes for roleplay scenarios, define observable communicative functions and measurable success criteria based on Cambridge CEFR descriptors. This ensures educational content targets pragmatic skills like authentic negotiation for specific proficiency levels.

What is a 4-stage progression model in language learning curriculum development?

A 4-stage progression model in language learning curriculum development guides learners from scaffolding to authentic practice. It reduces cognitive load by transitioning from multiple-choice recognition to unrehearsed, spontaneous communication.

Can I use this approach to create B2 level workplace negotiation roleplays?

Yes, you can create B2 level workplace negotiation roleplays. The approach defines specific communicative outcomes like softening disagreement and outlines a structured progression from recognition tasks to unrehearsed negotiation practice.

What's the best way to define measurable success criteria for language roleplay tasks?

The best way to define measurable success criteria for language roleplay tasks is to focus on pragmatic functions and observable communicative outcomes. This ensures learners' performance can be accurately assessed against authentic negotiation skills.

Does learning design for roleplay scenarios reduce cognitive load for language learners?

Yes, learning design for roleplay scenarios reduces cognitive load for language learners. By implementing a structured 4-stage progression model, it systematically bridges the gap from guided scaffolding to unrehearsed authentic practice.