Task Prioritization

When to Use This Skill

Use this skill when you need to:

Prioritize a backlog of tasks using a proven framework
Decide what to work on first when everything feels urgent
Create a repeatable prioritization system for weekly or daily planning
Score and rank business tasks by impact, effort, and urgency

DO NOT use this skill for project management setup, full weekly scheduling, or delegation workflows. This is for ranking and ordering tasks by priority.

Core Principle

PRIORITIZATION IS NOT ABOUT DOING MORE — IT IS ABOUT IDENTIFYING THE FEW TASKS THAT MOVE THE BUSINESS FORWARD AND ELIMINATING OR DEFERRING EVERYTHING ELSE.

Phase 1: Gather

Collect the raw task list and context before applying any framework.

Required Inputs

Input	What to Ask	Default
Task list	"List every task on your plate right now — brain dump, no filtering."	No default — must be provided
Time horizon	"Are we prioritizing for today, this week, or this quarter?"	This week
Framework preference	"Preference: Eisenhower Matrix, ICE Scoring, or MoSCoW? Or want me to recommend?"	Recommend based on context
Top business goal	"What is your single most important business goal right now?"	Revenue growth
Available hours	"How many focused work hours do you realistically have in this time period?"	20 hours/week

Framework Selection Logic

Eisenhower Matrix — best for daily/weekly prioritization when tasks vary wildly in urgency and importance
ICE Scoring — best for growth tasks, feature backlogs, or marketing experiments where impact matters most
MoSCoW — best for project scoping or quarterly planning where you need clear must-have vs. nice-to-have categories

GATE: Confirm the task list, time horizon, and framework before proceeding.

Phase 2: Categorize

Apply the chosen framework to every task on the list.

Eisenhower Matrix

Sort each task into one of four quadrants:

## Eisenhower Matrix

| Quadrant | Label | Action | Tasks |
|----------|-------|--------|-------|
| Q1 | Urgent + Important | DO FIRST | [tasks] |
| Q2 | Not Urgent + Important | SCHEDULE | [tasks] |
| Q3 | Urgent + Not Important | DELEGATE | [tasks] |
| Q4 | Not Urgent + Not Important | ELIMINATE | [tasks] |

Rule: If more than 30% of tasks land in Q1, the user is in reactive mode. Flag this.

ICE Scoring

Score each task 1-10 on three dimensions and calculate the average:

## ICE Scores

| Task | Impact (1-10) | Confidence (1-10) | Ease (1-10) | ICE Score | Rank |
|------|--------------|-------------------|-------------|-----------|------|
| [task] | 8 | 7 | 5 | 6.7 | 1 |

Rule: Explain each score briefly. Do not assign scores without rationale.

MoSCoW Method

Categorize each task into one of four groups:

## MoSCoW Prioritization

**Must Have** — business fails or goal is missed without these
- [tasks]

**Should Have** — important but workarounds exist
- [tasks]

**Could Have** — nice improvements, do if time permits
- [tasks]

**Won't Have (this period)** — explicitly deferred
- [tasks]

Rule: Must Haves should not exceed 60% of available hours. If they do, something needs to move down.

GATE: Present the categorized/scored list and get user confirmation before creating the action plan.

Phase 3: Action Plan

Convert the prioritized list into an executable sequence.

Ordered Task List

Present the final priority order with time estimates:

## This Week — Priority Order

| # | Task | Framework Result | Est. Time | Day |
|---|------|-----------------|-----------|-----|
| 1 | [task] | Q1 / ICE 8.3 / Must Have | 2 hours | Monday |
| 2 | [task] | Q2 / ICE 7.0 / Must Have | 3 hours | Monday-Tuesday |

Time Budget Check

Compare total estimated hours against available hours. If tasks exceed capacity:

Flag the gap explicitly ("You have 20 hours but 32 hours of Must Haves")
Recommend which tasks to defer, delegate, or shrink in scope

Daily Top 3

If the time horizon is weekly, break it into daily top-3 lists:

**Monday:** 1. [task] 2. [task] 3. [task]
**Tuesday:** 1. [task] 2. [task] 3. [task]

Phase 4: System

Help the user build a repeatable prioritization habit.

Weekly Prioritization Ritual

Recommend a recurring 30-minute block (e.g., Sunday evening or Monday morning) where the user:

Brain dumps all tasks
Applies the chosen framework
Sets the week's top 5
Blocks focus time on the calendar for top 3

Review Questions

Provide 5 end-of-week review questions to refine the system over time.

Anti-Patterns

Prioritizing by deadline only — urgent is not the same as important. Deadline-driven prioritization keeps you reactive.
Scoring without rationale — ICE scores without explanation are arbitrary. Every score needs a one-line justification.
Everything is Must Have — if 80% of tasks are Must Haves, the framework is not being used honestly. Push back.
Ignoring Q2 tasks — important but not urgent work (strategy, systems, relationships) is where leverage lives.
Re-prioritizing daily — constant re-sorting is procrastination in disguise. Prioritize once, execute all week.

Recovery

User cannot decide between two tasks: Ask "If you could only complete ONE of these before Friday, which moves the business further?" Force the binary choice.
All tasks feel urgent: Ask when each task actually has consequences if delayed. Most "urgent" tasks have soft deadlines.
User has no clear business goal: Pause prioritization. Help them identify a 90-day goal first — priorities cannot exist without a destination.
Task list is overwhelming (30+ items): Group related tasks into projects first, then prioritize at the project level before task level.
User resists eliminating tasks: Reframe: "You are not deleting them. You are choosing not to do them THIS week." Create a parking lot list.