Prompt Engineering
Advanced
Reasoning Scaffolds
Use structured reasoning requests without leaking unnecessary hidden deliberation.
35 min
3 sections
reasoning
verification
analysis
1
2
3
01. Ask for method, not rambling
Section 1 of 3
For complex reasoning, tell the model what checks to perform and what final evidence to provide. In production apps, prefer concise rationales, assumptions, citations, and verification summaries over long hidden chain-of-thought transcripts.
text
Analyze this migration plan.
Before answering, check:
- backward compatibility
- data migration safety
- rollback path
- observability
- customer impact
Output:
- decision: approve | request_changes | reject
- top risks
- required changes
- concise rationaleBack to Course