pm-alpha-task-prioritization

Prioritize tasks with RICE scoring and Eisenhower matrix for sprint planning.

2|Updated Mar 30, 2026
One-click install
npx skills add https://github.com/fengqiliu/PM-Skills --skill pm-alpha-task-prioritization
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pm-alpha-task-prioritization
Source: https://github.com/fengqiliu/PM-Skills/tree/main/skills/pm-alpha-task-prioritization
Command: npx skills add https://github.com/fengqiliu/PM-Skills --skill pm-alpha-task-prioritization

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps product managers make objective prioritization decisions when resources are limited, reducing ad-hoc tradeoffs and disagreements by providing structured scoring, urgency assessment, stakeholder balancing, and sprint-aware scheduling guidance.

Core Features & Use Cases

  • RICE scoring guidance: Clear steps to estimate Reach, Impact, Confidence and Effort, with mapping tables and example calculations to produce comparable RICE scores.
  • Urgency/Importance (Eisenhower) matrix: Framework and quick-assessment checklist to separate urgent vs important work and recommend actions (do now, schedule, delegate, delete).
  • Stakeholder trade-off & decision templates: Stakeholder mapping, influence/interest matrices, conflict analysis and recommended arbitration strategies.
  • Sprint capacity & scheduling: Capacity planning templates, story point and person-day conversions, sprint backlog selection rules and example sprint tables for immediate use.
  • Use cases: Sprint planning meetings, backlog grooming, resolving cross-team resource conflicts, and prioritizing product roadmap items.

Quick Start

Use this skill to score each backlog item with Reach, Impact, Confidence, and Effort, then return a sorted list with RICE scores, Eisenhower quadrant labels, stakeholder impact notes, and sprint placement suggestions.

Frequently Asked Questions about pm-alpha-task-prioritization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prioritize a product backlog when stakeholders conflict over resources?

Resolve product backlog prioritization conflicts by mapping stakeholder influence and interest, then applying structured RICE scoring to produce objective resource allocation recommendations that reduce ad-hoc tradeoffs.

What is the best way to calculate RICE scores for sprint planning?

Calculate RICE scores for sprint planning by estimating Reach, Impact, Confidence, and Effort for each backlog item, then sorting the results to produce comparable, sprint-capacity-aware prioritization recommendations.

Can I combine the Eisenhower matrix with RICE scoring for task prioritization?

Yes, you can combine the Eisenhower matrix with RICE scoring by classifying backlog items by urgency and importance, generating RICE scores alongside quadrant labels to produce comprehensive task prioritization and scheduling suggestions.

How do I allocate limited sprint capacity across competing roadmap items?

Allocate limited sprint capacity across competing roadmap items by using story point and person-day conversion templates, applying sprint backlog selection rules, and generating scheduling recommendations driven by calculated RICE scores.

Does this task prioritization approach work for backlog grooming and cross-team resource conflicts?

Yes, this task prioritization approach supports backlog grooming and cross-team resource conflicts by applying RICE scoring, Eisenhower matrix classification, and stakeholder trade-off analysis to produce structured arbitration strategies.