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generate-user-requests

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Turn captions into ready-to-use user prompts.

Education & Research#education#prompts#generate#prompt-engineering#ai-training#user-requests#data-creation
AuthorHsunGong
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps educators and AI trainers quickly convert rich captions into structured stage-1 user requests, saving time and ensuring consistency across prompts.

Core Features & Use Cases

  • Generate realistic and imaginary stage-1 user requests from descriptive captions.
  • Produce standardized prompts with a consistent persona for training data and evaluation.
  • Use Case: Educator creates prompts for classroom scenarios or synthetic datasets for prompt-engineering experiments.

Quick Start

Run the sft_generate_user_requests.py script on your caption input to produce the resulting stage1_user_requests.jsonl file.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: generate-user-requests
Download link: https://github.com/HsunGong/prep/archive/main.zip#generate-user-requests

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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