scientific-problem-selection-key-design-principles

Sub-skill of scientific-problem-selection: Key Design Principles.

5 stars

Best use case

scientific-problem-selection-key-design-principles is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Sub-skill of scientific-problem-selection: Key Design Principles.

Teams using scientific-problem-selection-key-design-principles should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/key-design-principles/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/_archive/science/bio-research/scientific-problem-selection/key-design-principles/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/key-design-principles/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How scientific-problem-selection-key-design-principles Compares

Feature / Agentscientific-problem-selection-key-design-principlesStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Sub-skill of scientific-problem-selection: Key Design Principles.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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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