scientific-problem-selection

Systematic framework for scientific problem selection, project ideation, troubleshooting stuck projects, and strategic research decisions.

5 stars

byvamseeachanta

View on GitHub Installation ↓

Best use case

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

Systematic framework for scientific problem selection, project ideation, troubleshooting stuck projects, and strategic research decisions.

Teams using scientific-problem-selection 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/scientific-problem-selection/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/science/bio-research/scientific-problem-selection/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/scientific-problem-selection/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How scientific-problem-selection Compares

Feature / Agent	scientific-problem-selection	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

Systematic framework for scientific problem selection, project ideation, troubleshooting stuck projects, and strategic research decisions.

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

# Scientific Problem Selection

## Sub-Skills

- [Getting Started](getting-started/SKILL.md)
- [Initial Prompt (+3)](initial-prompt/SKILL.md)
- [Initial Prompt (+3)](initial-prompt/SKILL.md)
- [Initial Prompt (+3)](initial-prompt/SKILL.md)
- [The Central Insight (+5)](the-central-insight/SKILL.md)
- [The 9 Skills Overview](the-9-skills-overview/SKILL.md)
- [Skill Workflow](skill-workflow/SKILL.md)
- [Key Design Principles](key-design-principles/SKILL.md)
- [Graduate Students (Primary Audience) (+3)](graduate-students-primary-audience/SKILL.md)
- [Reference Materials](reference-materials/SKILL.md)
- [Immediate (After Completing Workflow) (+2)](immediate-after-completing-workflow/SKILL.md)
- [Foundational Reference](foundational-reference/SKILL.md)

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