Prompt Forge

Turn your ideas into clear, structured specifications. Define what you want the system to do, set the variables, check the output - all in one place.

Start here. Walk through three steps: what is the goal, what are the variables, what must it output. Turns jumbled thoughts into a clean spec.

Write your template and fill in the blanks. Define the fixed parts and the dynamic values that change each time.

Define the exact fields you want the system to return, like a list of emails, a single status, or a name. Then test it with a real example.

See how much memory your prompt uses. A simple bar shows whether you are close to the 16GB limit.

See what changed between two versions side by side. Green means added, red means removed.

Paste a sample output and check whether the system can pull out the right data without errors.