How to use Feature Prioritization in your AI agent

What you'll get

This skill helps product managers and founders decide which features to build next by evaluating ideas against clear criteria: customer impact, development effort, risk, and alignment with your goals. It applies proven frameworks like ICE and Opportunity Scoring to turn a messy backlog into a ranked list of top priorities. You get a recommended top 5 with clear reasoning for what to build and what to defer.

Step 1 — Get the skill source URL

The Feature Prioritization skill lives at:

Step 2 — Add it to your AI agent

Copy one of these prompts and paste it into your AI tool. The agent will fetch and install the skill for you.

Add the agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features to my project.

Install this agent skill: https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features

Add this skill to .codex/skills/: https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features

Add the skill at https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features to my .gemini/skills/ directory.

Install this agent skill from https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features

Add this skill: https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features

Step 3 — Try these prompts

Once the skill is installed, ask your AI things like:

• You have a long backlog and need to decide what to build next
• Planning a sprint or quarterly roadmap and need to make tough scope calls
• Your team is debating which features matter most and you want objective criteria
• Justify prioritization decisions to stakeholders or investors

What this skill does

• Evaluates each feature idea against impact, effort, risk, and strategic alignment
• Applies product frameworks like ICE scoring and Opportunity Scoring to rank features objectively
• Recommends your top 5 features to pursue with clear rationale for each
• Explains trade-offs and what was deprioritized so you understand the full picture
• Produces a prioritization table or markdown report you can share with your team