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mdrashedmamun
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Scenario Creator Agent

Generate IELTS roleplay scenarios with dialogues, feedback, and validation.

Updated Feb 8, 2026
Search Tags:#language learning#content creation#roleplay#scenario generation#ielts#dialogue creation
One-click install
npx skills add https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine --skill scenario-creator-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Scenario Creator Agent
Source: https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine/tree/main/.claude/agents/scenario-creator
Command: npx skills add https://github.com/mdrashedmamun/fluentstep-ielts-roleplay-engine --skill scenario-creator-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the complex and time-consuming process of creating realistic and pedagogically sound IELTS roleplay scenarios, from initial concept to production-ready data.

Core Features & Use Cases

  • Guided Scenario Creation: An interactive wizard guides users through defining scenario category, topic, length, and difficulty.
  • Automated Dialogue Generation: Creates natural-sounding dialogues based on selected parameters and templates.
  • Data Structure Generation: Automatically generates all necessary data structures for the roleplay engine, including answer variations, feedback, and pattern summaries.
  • Robust Validation: Implements a multi-stage validation pipeline to ensure data integrity and prevent errors before merging.
  • Error Handling & Auto-Fixing: Translates technical errors into plain English and attempts to auto-fix common issues.
  • Use Case: A language school developer needs to quickly add new practice scenarios for IELTS students. They use this Skill to generate a "Workplace: Performance Review" scenario, specifying B2 difficulty, and the Skill produces all the necessary data files, validated and ready for integration.

Quick Start

Use the Scenario Creator Agent to create a new IELTS roleplay scenario.

Frequently Asked Questions about Scenario Creator Agent

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

FAQPage Schema
How do I automate IELTS roleplay scenario generation for language learning?▼

Automate IELTS roleplay scenario generation by using an interactive wizard to define category, topic, dialogue length, and difficulty. The system then creates natural dialogues, answer variations, and active recall questions before validating the data for production integration.

What is the process for creating IELTS dialogue data structures with feedback and pattern summaries?▼

Creating IELTS dialogue data structures involves guiding the system through topic and difficulty parameters to automatically generate pedagogically sound dialogues, answer variations, feedback, and pattern summaries ready for a roleplay engine.

Can I generate B2 difficulty level workplace performance review scenarios for IELTS students?▼

Yes, you can generate B2 difficulty workplace performance review scenarios by specifying your desired category, topic, and difficulty level in the interactive creation wizard, producing validated data files ready for student practice.

How do I validate and auto-fix structural errors in generated roleplay data files?▼

Validate and auto-fix structural errors in generated roleplay data through a multi-stage validation pipeline that checks data integrity, translates technical errors into plain English, and automatically attempts to correct common build and content issues before merging.

Does the scenario creation process include active recall questions for language learners?▼

Yes, the scenario creation process includes active recall questions for language learners alongside automated dialogue generation, answer variations, and feedback to ensure comprehensive pedagogical data for IELTS roleplay practice.

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