Step-by-Step Structured Prompting
Learning Objectives
Decomposing the Task
If you give an AI a massive, multi-part task in a single paragraph, it will likely drop instructions or take shortcuts. This is known as Instruction Dilution. The more instructions you pack into an unstructured paragraph, the less weight the AI assigns to each individual instruction.
To prevent this, you should break the task down into a numbered list of explicit steps.
The Self-Correction Step
One of the most powerful uses of step-by-step prompting is forcing the AI to review its own work.
Follow these exact steps in order:
1. Analyze the provided transcript for tone and key themes.
2. Draft a 500-word blog post based on those themes.
3. Review the draft you just wrote to ensure it contains NO passive voice and NO corporate jargon.
4. Output only the final, reviewed draft.
By making the review an explicit step, the AI acts as its own QA team before you even see the output.
Keyword Explorer
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Instruction Dilution
The phenomenon where an LLM ignores or 'forgets' instructions when too many are packed into a single, unstructured paragraph.
AI Simulator
Knowledge Check
What is 'Instruction Dilution'?
Executive Summary
Never write a paragraph when you can write a numbered list. Task decomposition cures instruction dilution and allows you to build self-review mechanisms into your prompts.