PromptForge Workflow Guide
This PromptForge guide walks you step-by-step through the prompt engineering workflow, showing you how to compose, optimize, and evaluate prompts in a way that improves AEO (Answer Engine Optimization)and overall LLM prompt performance.
1. How to Compose Prompts in PromptForge
The Dashboard gives you two ways to build a complete prompt:
What is AI-Assisted Template Creation?
What it is: A tool that uses AI to help you create new, high-quality templates and prompts.
How it Works: Enter a goal and the AI generates a Persona, Task, and Prompt. Save the Persona and Task.
Learn more about the AI-Assisted Composer →How does Manual Prompt Composition work?
What it is: A step-by-step builder for assembling prompts using reusable components.
- Select Persona, Task, and Style templates.
- Add any extra instructions.
- Run & Test your combined prompt.
What is the Template Library?
What it is: Your toolbox for reusable templates.
Store Personas, Tasks, and Styles so you don’t need to rebuild them.
Manage your reusable prompt templates →2. How to Optimize Your Prompts
These tools help refine clarity, structure, and effectiveness.
What does the Prompt Clinic evaluate?
What it is: A diagnostic tool for analyzing prompts.
- Clarity: Is the prompt easily understood?
- Specificity: Is the goal well-defined?
- Constraints: Are rules and limits explicit?
Auto-Optimize:
The Clinic generates a cleaner, stronger version of your prompt.
3. How to Evaluate Your Prompts
Testing removes guesswork and validates prompt quality.
How does A/B testing work in the Sandbox?
Use this to answer: “Is my new prompt better?”
Compare two prompts with identical inputs and evaluate which performs better.
Try Sandbox A/B testing →