Prompt Console

When you give AI a messy, unstructured request, the output tends to be messy, too. This page shows a simple way to improve consistency by clarifying what matters first. It's written for recruiters and hiring teams who want more predictable results without turning into "prompt engineers." The console walks through a simple structure for context and instructions so prompting becomes a repeatable workflow instead of trial and error.

All views are my own. Examples are generalized or anonymized and do not reflect any single employer's confidential data, systems, or metrics.

Want more consistent outputs? Markdown basics

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Build Your Prompt

(The material to work on—not background info)

Your structured prompt

(Updates as you fill in the fields)

No AI involved—this is just formatting your words into a clear structure that LLM's understand.

Quality checklist

  • ○ Task is specific (what you want done)
  • ○ Audience + tone are set
  • ○ Context included (what's happening + what matters)
  • ○ Source material included (paste the facts it must use)
  • ○ Constraints + “Do NOT” are explicit
  • ○ Output structure/format is defined
  • ○ Missing-info rule is stated (ask questions or use placeholders)