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Prioritization Craft Skill for Claude

Applies prioritization frameworks including RICE, ICE, Value vs Effort, and Kano model. Use when prioritizing features, managing backlog, making tradeoffs, or saying no gracefully. Based on Shreyas Doshi and Intercom frameworks.

550 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
385
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/menkesu/awesome-pm-skills --skill prioritization-craft

The instruction itself

10 sections, as written by the author

Prioritization Engine

When This Skill Activates

Claude uses this skill when:

  • Prioritizing feature requests
  • Managing product backlog
  • Making tradeoff decisions
  • Saying no gracefully

Core Frameworks

1. RICE Framework (Source: Intercom)

Formula:

RICE Score = (Reach × Impact × Confidence) / Effort

Reach: How many users affected (per quarter)
Impact: How much impact (0.25, 0.5, 1, 2, 3)
Confidence: How confident (%, use 80% if unsure)
Effort: How much work (person-months)

Example:

Feature: In-app notifications

Reach: 1000 users/quarter
Impact: 2 (high impact)
Confidence: 80%
Effort: 1 person-month

RICE = (1000 × 2 × 0.8) / 1 = 1600

2. Value vs Effort Matrix

High Value, Low Effort  → DO FIRST (quick wins)
High Value, High Effort → DO NEXT (strategic)
Low Value, Low Effort   → DO LATER (fill-ins)
Low Value, High Effort  → DON'T DO (money pit)

Action Templates

Template: RICE Scoring

# Feature Prioritization

## Feature 1: [Name]
- Reach: [X users/quarter]
- Impact: [0.25/0.5/1/2/3]
- Confidence: [X]%
- Effort: [X person-months]
- **RICE Score:** [calculate]

## Feature 2: [Name]
- Reach: [X users/quarter]
- Impact: [0.25/0.5/1/2/3]
- Confidence: [X]%
- Effort: [X person-months]
- **RICE Score:** [calculate]

## Priority Order
1. [Feature with highest RICE]
2. [Feature with second RICE]
3. [Feature with third RICE]

Quick Reference

📊 Prioritization Checklist

Score Each Feature:

  • [ ] Reach (how many users)
  • [ ] Impact (how much value)
  • [ ] Confidence (how sure)
  • [ ] Effort (how much work)

Prioritize:

  • [ ] Calculate RICE scores
  • [ ] Order by score
  • [ ] Say no to low scorers

Key Quotes

Shreyas Doshi:

> "Saying no is the most underrated PM skill."

Intercom:

> "Without prioritization, everything feels urgent and nothing gets done well."

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How to use it

Copy the folder

Take menkesu/prioritization-craft from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

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.