Last Updated: November 21, 2025
Structured Prompts
| Section | Focus |
|---|---|
System message
|
Set persona, tone, and constraints |
User query
|
Describe goal with context |
Examples
|
Show desired input/output pairs |
Prompt Practices
Chunk long context
Summaries + references avoid token bloat
Label instructions
Use sections like `Task:` and `Constraints:`
Temperature 0-0.3
Produce deterministic responses for accuracy
Validation
Automate sanity checks with regex, metadata, and guardrails to flag hallucinations before releasing.
💡 Pro Tip:
Use system messages + few-shot examples to steer behavior and test edge cases repeatedly.