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Key Design Principles
ASecuritySub-skill of scientific-problem-selection: Key Design Principles.
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vamseeachanta-key-design-principles)---
name: scientific-problem-selection-key-design-principles
description: 'Sub-skill of scientific-problem-selection: Key Design Principles.'
version: 1.0.0
category: science
type: reference
scripts_exempt: true
---
# Key Design Principles
## Key Design Principles
1. **Conversational Entry** - Meet users where they are with three clear starting points
2. **Thoughtful Interaction** - Ask clarifying questions; low confidence prompts additional input
3. **Literature Integration** - Use PubMed searches at strategic points for validation
4. **Concrete Outputs** - Every skill produces tangible 1-2 page documents
5. **Building Specificity** - Progressive detail emerges through targeted questions
6. **Flexibility** - Skills work independently, sequentially, or iteratively
7. **Scientific Rigor** - Claims about generality and feasibility should be evidence-based
---
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