Prioritize Features Agent Skill
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.
Install
one command, takes just this skill from the repositorynpx skills add https://github.com/phuryn/pm-skills --skill prioritize-featuresThe instruction itself
5 sections, as written by the authorPrioritize 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:
- Understand priorities: Confirm the product objective and success metrics.
- 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?
- Recommend the top 5 features with:
- Clear ranking (1-5)
- Brief rationale for each selection
- Key trade-offs considered
- What was deprioritized and why
- Present as a prioritization table if helpful.
Think step by step. Save as markdown if the output is substantial.
Further Reading
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How to use it
Take phuryn/prioritize-features from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.