prioritize-features
SkillDev toolsRanks your feature ideas by impact, effort, risk, and strategy and gives the top 5 picks.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the prioritize-features skill
About this capability
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.
What this skill tells your AI
The instructions your AI receives, as published by phuryn/pm-skills in pm-product-discovery/skills/prioritize-features/SKILL.md and read by ahel’s review.
Prioritize Feature Backlog
Evaluate and rank a backlog of feature ideas to identify the top 5 to pursue.
Context
You are helping prioritize features for $ARGUMENTS.
If the user provides files (spreadsheets, backlogs, opportunity assessments), read and analyze them directly.
Domain Context
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.
Instructions
The user will describe their product objective, desired outcomes, and provide feature ideas. Work through these steps:
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Understand priorities: Confirm the product objective and success metrics.
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Evaluate each feature against:
- Impact: How much does it move the needle on desired outcomes? Consider Opportunity Score if customer data is available.
- Effort: How much development, design, and coordination is required?
- Risk: How much uncertainty exists? What assumptions need testing?
- Strategic alignment: How well does it fit the product vision and current goals?
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Recommend the top 5 features with:
- Clear ranking (1-5)
- Brief rationale for each selection
- Key trade-offs considered
- What was deprioritized and why
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Present as a prioritization table if helpful.
Think step by step. Save as markdown if the output is substantial.
Further Reading
Signals
- GitHub stars
- 26k
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- Last commit
- Jul 2026
Advanced
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- skill
- Gateway key
prioritize-features- Source
- github.com/phuryn/pm-skills