---
title: PromptWork
emoji: "🔬"
colorFrom: indigo
colorTo: purple
sdk: docker
pinned: false
license: mit
---

# PromptWork: Trauma-Informed Prompt Assessment Hub

A professional tool for assessing and refining chatbot system prompts through a clinical UX lens.

## Features

- **Prompt Editor**: Enter and refine system prompts with pre-loaded templates
- **Conversation Simulator**: Test prompts with realistic multi-turn conversations using Claude API
- **Assessment Panel**: Evaluate prompts across safety, trauma-informed design, cultural humility, and technical effectiveness
- **Spotlight System**: Mark and annotate important moments in conversations
- **Reference Library**: Quick access to clinical UX patterns and best practices
- **Export**: Generate assessment reports in Markdown, PDF, or JSON

## Usage

1. Enter your Anthropic API key (stored only in your browser session, never logged)
2. Load or create a system prompt
3. Generate test conversations with various personas
4. Assess responses using the clinical framework
5. Spotlight important moments and add notes
6. Export your assessment report

## Framework

This tool implements a trauma-informed clinical UX assessment framework including:

- **Safety Rails**: Crisis detection, escalation protocols, hard limits
- **Youth Appropriateness**: Reading level, tone calibration, parasocial risk
- **Trauma-Informed Design**: Agency, containment, validation practices
- **Cultural Humility**: Assumptions, economic sensitivity, institutional awareness
- **Technical Effectiveness**: Clarity, consistency, appropriate scope

## Author

Jocelyn Skillman, LMHC - Clinical AI Ethics Consultant

## License

MIT