'Sub-skill of scientific-problem-selection: Graduate Students (Primary
Scanned 9/9/2026
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---
name: scientific-problem-selection-graduate-students-primary-audience
description: 'Sub-skill of scientific-problem-selection: Graduate Students (Primary
Audience) (+3).'
version: 1.0.0
category: science
type: reference
scripts_exempt: true
---
# Graduate Students (Primary Audience) (+3)
## Graduate Students (Primary Audience)
- **When:** Choosing thesis projects, qualifying exams, committee meetings
- **Focus:** Skills 1-3 (ideation, risk, impact) + Skill 9 (complete workflow)
- **Timeline:** 2-4 weeks for comprehensive planning
## Postdocs
- **When:** Starting new position, planning independent projects, fellowship applications
- **Focus:** All skills, emphasizing independence and risk management
- **Timeline:** 1-2 weeks intensive planning
## Principal Investigators
- **When:** New lab, new direction, mentoring trainees, grant cycles
- **Focus:** Skills 1, 3, 4, 6 (ideation, impact, parameters, adversity)
- **Timeline:** Ongoing, integrate into lab culture
## Startup Founders
- **When:** Company inception, pivot decisions, investor pitches
- **Focus:** Skills 1-4 (ideation through parameters) + Skill 8 (communication)
- **Timeline:** 1-2 weeks for initial planning, revisit quarterly
---
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