Prompt Optimization Notes

# Prompt Optimization Notes

## Key Optimizations

- Reduced prompt verbosity to lower latency
- Limited responses to 2–3 sentences
- Added interruption-friendly behavior
- Added natural conversational fillers
- Reduced robotic phrasing
- Improved objection handling logic
- Added edge-case recovery flows
- Maintained role consistency
- Avoided repetitive phrasing
- Optimized prompts to remain under ~1200 tokens

## Testing Focus Areas

- conversational realism
- response speed
- user interruption handling
- repetitive response reduction
- qualification accuracy
- smoother call flow

## Learnings

Shorter prompts improved:
- consistency
- latency
- conversational quality

Behavioral constraints significantly improved realism during phone interactions.