Prompt Chaining and Pipelines
Chain prompts so each step feeds the next—better quality than one giant instruction.
Pipelines split complexity
Instead of one 2,000-word prompt, run a pipeline: extract facts → outline → draft → critique → final polish. Each step has a narrow job and cleaner output.
Pass structured handoffs
Use bullet briefs, JSON, or labeled sections between steps so the next prompt does not misread the previous answer.
Automate what repeats
When you run the same chain weekly, save the step prompts as templates. Pipelines are how teams scale AI without losing quality.
Example
Blog pipeline
Write a full blog post about prompt safety with examples and SEO.
Step A: 8-bullet outline only. Step B: expand section 1–3. Step C: add examples. Step D: editor pass for tone and length. Stop after each step for my OK.
Takeaway The pipeline controls scope per step and keeps human review between stages.
Mini challenge
Design a chain
Outline a 3-step prompt chain for a deliverable you create often.
Sample answer: Collect requirements → produce structured outline → draft final + critique checklist.
Open this mission in the Kiwippy app to mark it complete and track progress.