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generate-demo

Generate fake API data for CRM, support, and inventory scenarios as JSON files.

4|2|Updated Oct 17, 2025
Search Tags:#automation#testing#demo#mock data#scenario generation#API simulation
One-click install
npx skills add https://github.com/microsoft/aibast-agents-library --skill generate-demo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generate-demo
Source: https://github.com/microsoft/aibast-agents-library/tree/main/rapp_ai/.claude/skills/generate-demo
Command: npx skills add https://github.com/microsoft/aibast-agents-library --skill generate-demo

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps developers and teams quickly generate mock API endpoints with realistic data for testing and demonstration purposes.

Core Features & Use Cases

  • Scenario Simulation: Generate dummy data for scenarios like CRM, support tickets, or inventory to imitate real API responses.
  • Rapid Prototyping: Accelerate front-end or integration testing by providing consistent, customizable mock data.
  • Use Case: Suppose you're building a dashboard for sales analysis; this Skill can instantly create demo CRM data complete with deals and contacts for visualization.

Quick Start

Use the generate-demo skill to create a CRM demo scenario for a struggling startup with two active deals.

Frequently Asked Questions about generate-demo

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

FAQPage Schema
How do I generate mock API data for frontend testing?▼

To generate mock API data for frontend testing, you can use predefined templates and Python scripts to automate the creation of realistic JSON files. This provides consistent, customizable dummy data that imitates real API responses for rapid prototyping.

What is the best way to simulate CRM API responses for a demo?▼

Simulating CRM API responses for a demo involves automating scenario-specific data structures to output realistic JSON files. This approach instantly creates demo CRM data complete with deals and contacts, aiding visualization and presentation without needing a live backend.

Can I use Python scripts to create fake API endpoints for inventory management?▼

Yes, you can use Python scripts with predefined templates to create fake API endpoints for inventory management. This generates scenario-specific JSON files compatible with backend development, allowing you to imitate real inventory API responses effortlessly.

Do I need predefined templates to generate dummy data for support ticket scenarios?▼

Yes, predefined templates are required to generate dummy data for support ticket scenarios. The data generation process relies on these templates alongside Python scripts to ensure the output JSON files match the specific data structures needed for your testing.

Does API simulation for rapid prototyping require complex environment setup?▼

API simulation for rapid prototyping does not require complex setup, as it relies entirely on Python scripts and predefined templates. The Skill operates with basic implementation depth and no external dependencies, allowing teams to quickly generate customizable mock data.

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