Planning Under Uncertainty
The planning-under-uncertainty skill helps product managers and strategists navigate planning when outcomes are unpredictable due to technical unknowns, market volatility, or AI/ML complexity. It draws on frameworks from 44 product leaders to guide users through assessing their specific uncertainty type, determining appropriate planning horizons, and building adaptation mechanisms like decision checkpoints rather than rigid roadmaps. The skill addresses the core problem of how to make strategic commitments and maintain execution velocity in environments where prediction is unreliable.
- installs
- 1.6K
- GitHub stars
- 1.4K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add refoundai/lenny-skills --skill planning-under-uncertainty --agent claude-codeInstalls into .claude/skills of the current project.
Files
The planning-under-uncertainty skill helps product managers and strategists navigate planning when outcomes are unpredictable due to technical unknowns, market volatility, or AI/ML complexity. It draws on frameworks from 44 product leaders to guide users through assessing their specific uncertainty type, determining appropriate planning horizons, and building adaptation mechanisms like decision checkpoints rather than rigid roadmaps. The skill addresses the core problem of how to make strategic commitments and maintain execution velocity in environments where prediction is unreliable.
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Details
- Repository
- github.com/refoundai/lenny-skills
- Categories
- Data Science & ML, Productivity & Planning
