prioritize-features▌
phuryn/pm-skills · updated Apr 8, 2026
Evaluate and rank a backlog of feature ideas to identify the top 5 to pursue.
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
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★68 reviews- ★★★★★Chen Reddy· Dec 28, 2024
Useful defaults in prioritize-features — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Amina Anderson· Dec 28, 2024
prioritize-features fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Amina Menon· Dec 16, 2024
prioritize-features is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Chaitanya Patil· Dec 12, 2024
I recommend prioritize-features for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Pratham Ware· Dec 12, 2024
prioritize-features has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Chen Choi· Dec 12, 2024
Keeps context tight: prioritize-features is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Anaya Harris· Dec 8, 2024
prioritize-features is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Li Huang· Nov 27, 2024
prioritize-features has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Amelia Tandon· Nov 27, 2024
prioritize-features reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Chen Zhang· Nov 19, 2024
I recommend prioritize-features for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
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