AI TEMPLATE · CAREER & AI RISK

Task Decomposition Worksheet

Map exactly where your time goes — not where you think it goes. Track every work activity across 5 operational layers and calculate your personal Execution-to-Judgment Ratio.

Category Career & AI Risk
Audience All professionals, Managers, Analysts
Format PDF · 1 page

What's Inside

015-Layer Classification Guide
02Daily Time Tracking Grid
03Layer Allocation Calculator
04EJR Formula & Benchmark
05Personal Automation Index

Who This Is For

  • Professionals assessing AI risk
  • Managers auditing team exposure
  • Analysts evaluating role vulnerability
  • Anyone in the 30-Day Self-Audit Protocol

When To Use It

  • Week 1 of the 30-Day Protocol
  • Annual career risk review
  • Before role transition planning
  • Team workforce planning sessions

The 5 Operational Layers

Layer 1: Execution — Data entry, formatting, copying, routing
Layer 2: Analysis — Processing data, building reports, summarizing
Layer 3: Coordination — Scheduling, status updates, information relay
Layer 4: Judgment — Decisions with trade-offs, stakeholder negotiation
Layer 5: Strategy — Direction-setting, resource allocation, vision

Copy-Paste AI Prompt

I need to decompose my professional role into the 5 operational layers
to calculate my Execution-to-Judgment Ratio.

My role: [JOB TITLE]
My daily activities: [LIST YOUR TYPICAL DAILY TASKS]

For each activity I listed, classify it into one of these layers:
- Layer 1 (Execution): Data entry, formatting, copying, routing
- Layer 2 (Analysis): Processing data, building reports, summarizing
- Layer 3 (Coordination): Scheduling, status updates, information relay
- Layer 4 (Judgment): Decisions with trade-offs, stakeholder negotiation
- Layer 5 (Strategy): Direction-setting, resource allocation, vision

Then calculate:
- Time percentage per layer
- EJR = (Layer 1 + Layer 2 + Layer 3) / Total
- Personal Automation Index estimate

Be honest and conservative. If an activity could be in multiple layers,
assign it to the lowest applicable layer.

Common Mistakes

  • Categorizing by what you think you do, not what you actually do
  • Counting meetings as strategy when they're coordination
  • Ignoring the time spent on email and admin
  • Self-reporting without tracking for a full week
  • Comparing yourself to job description instead of actual time

Best Practices

  • Track in 30-minute blocks for 5 consecutive days
  • Be brutally honest about which layer each activity falls in
  • If in doubt between layers, choose the lower one
  • Compare your EJR to the Chapter III benchmark for your role
  • If EJR exceeds 60%, begin repositioning immediately

Download the full worksheet with layer definitions, time tracking grid, and EJR calculation.

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