Reverse-Engineering Prompts
Select portions of the prompt and label them: “Role,” “Context,” “Style,” “Output Format,” or “Other.”
Labeled Components Found:
Domain-Specific Prompt Practice
Select a domain, learn its key constraints, and craft your prompt.
Constraint Playground
Adjust sliders/checkboxes to see how constraints reshape your prompt instructions.
Debugging & Error Analysis
Identify issues in a flawed prompt, then rewrite a corrected version.
Flawed Prompt:
Tell me about that thing, you know, the math one. Also, make it short, but also give me full details. It's for kids, but use advanced words. Thanks.
What's Wrong?
Revised Prompt
Collaborative Prompt Refinement
Two people take turns editing the same prompt. Document each edit and why it was made.
Change History
Ethics & Bias Checker
Write your prompt. The checker flags possible ethical or bias concerns (heuristic-based).
Prompt Variation "Battle"
Compare two prompt variations using heuristic checks (clarity, context, style, length).
Variation A
Variation B
Guided Reflection & Documentation
Record each step of your prompt design process and reflect on key insights.