pm-product-discovery/skills/prioritize-features/SKILL.md
Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.
npx skillsauth add phuryn/pm-skills prioritize-featuresInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Evaluate and rank a backlog of feature ideas to identify the top 5 to pursue.
You are helping prioritize features for $ARGUMENTS.
If the user provides files (spreadsheets, backlogs, opportunity assessments), read and analyze them directly.
For framework selection guidance, see the prioritization-frameworks skill. Key recommendations:
Opportunity Score (Dan Olsen, The Lean Product Playbook) is recommended for evaluating customer problems: Opportunity Score = Importance × (1 − Satisfaction), normalized to 0–1. High Importance + low Satisfaction = best opportunities. Prioritize problems (opportunities), not solutions.
ICE is recommended for quick scoring of initiatives: Impact (Opportunity Score × # Customers) × Confidence × Ease. RICE adds Reach as a separate factor for larger teams.
The user will describe their product objective, desired outcomes, and provide feature ideas. Work through these steps:
Understand priorities: Confirm the product objective and success metrics.
Evaluate each feature against:
Recommend the top 5 features with:
Present as a prioritization table if helpful.
Think step by step. Save as markdown if the output is substantial.
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