Integrated profession audit map

Practicum for Chapter 9, "Your Personal Career Audit." Version: 2026-06-20. Time: 30 to 45 minutes. Use your real working week, not your resume or job description.

Chapter 9 does not add another tool. It brings several earlier views into one picture: your usefulness level from Chapter 5, personal harness from Chapter 6, AI working mode from Chapter 8, and Task-to-Outcome Map from Chapter 6. This worksheet gathers those results. If you already completed the other worksheets, copy their results here and update them.

Goal: Put your diagnosis on one page. Show what is getting cheaper, where the weak point sits, which part of your value can survive change, and where you can move up one level. There is no score or "replacement index." This is a map, not a personality test.

Section A. Task-to-Outcome Map for three or four tasks

Choose three or four typical tasks from last week. Give each one a short review. The full version is in the Task-to-Outcome Map.

Task What it changes in the world (outcome) What AI can already do Where a human is needed

Approximate share of the week spent on work AI can already do: ____%

Section B. Five coordinates

Complete each field. The source worksheet is shown in parentheses.

  1. Career ladder position (entry / middle / top, from Chapter 4 and the Career ladder self-check): ____________
  2. Usefulness level, 0 to 5 (from Chapter 5 and the usefulness level self-check): ____
  3. AI working mode (cyborg / centaur / self-automator, from Chapter 8 and the AI mode audit): ____________
  4. Weakest layer in my personal system (Thinking / Knowledge / Tools / Proof / Trust / Outcome, from Chapter 6 and the Personal Harness Builder): ____________
  5. Durable value (the part of you that is hardest to copy quickly, such as experience, taste, trust, relationships, or context): ____________________________________________

Section C. Diagnosis summary

Complete each line with one phrase.

  • What is getting cheaper (tasks moving to the machine): ____________________________________
  • Weak layer or coordinate to fix first: ____________________________
  • One durable source of value I can build on: ____________________________
  • One move up one level (the task where that move would help most): ____________________

This is your diagnosis on one page. You do not need a five-page development program yet. These four lines are enough to build the plan.

Where to go next

  • See how the diagnosis turns into action, without writing the full plan yet: From diagnosis to action.
  • Build the plan in Chapter 11: Personal 90-day plan.
  • Compare your case with a profession example at ../applications/<role>-audit.md.

Back: Chapter 9 Practicum. Version: 2026-06-20. See the public repository CHANGELOG for updates.

Integrated profession audit map