prioritize-features
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.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/phuryn/pm-skills --skill prioritize-features- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads prioritize-features automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
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
FAQ
What does the prioritize-features skill do?
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.
How do I install prioritize-features?
Run npx skills add https://github.com/phuryn/pm-skills --skill prioritize-features in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/prioritize-features/ (personal) or .claude/skills/prioritize-features/ (project).
Which AI agents can use prioritize-features?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is prioritize-features safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains prioritize-features?
It is published by phuryn in phuryn/pm-skills. It has 2,890 recorded installs.
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