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Prioritization Frameworks Guide

Explains and applies 9 product prioritization methods like RICE, ICE and Opportunity Score

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Repository
phuryn/pm-skills
Stars
27,616
Licence
MIT
Files
1 file

What it does

Once installed, the agent can explain and choose among nine common ways product teams rank work, such as RICE, ICE, Opportunity Score, Kano, and MoSCoW. It gives the formulas, when each method fits, and links to spreadsheet templates. It favours ranking customer problems over proposed features, and it can help you compare methods like RICE versus ICE for a decision.

Great for

  • Product managers choosing how to rank features or initiatives
  • Team leads who want a quick reference on RICE, ICE or MoSCoW
  • Students or new PMs learning how prioritization scores are calculated

Skip it if

  • Replacing real customer data: the formulas need survey or estimate inputs, and the skill does not supply them, so scores are only as good as the guesses fed in
  • Final budget or strategy decisions made on scores alone, since the guide itself says some methods (like Impact vs Effort) are not rigorous for strategic choices

Try asking

  • “Compare RICE and ICE for ranking my team's five feature ideas”
  • “Calculate an Opportunity Score from these importance and satisfaction survey results”
  • “Which prioritization framework should I use for a small startup backlog?”
  • “Explain how the Kano model differs from MoSCoW”
Step-by-step guide: how to use Prioritization Frameworks GuideInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    prioritization-frameworks.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip prioritization-frameworks.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip prioritization-frameworks.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Give the agent your own numbers (reach, effort, survey ratings) so it can calculate scores rather than just describe the formulas.
  • Ask which framework fits your context, since the guide recommends different methods for customer problems versus initiatives.
  • Treat the linked Google templates as external resources; the skill itself only points to them and does not fetch them.

What's inside

  • SKILL.md

Redistributed unmodified from phuryn/pm-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.