08Arc 3 / Extend & Keep / REPEAT / 120 MIN
Turn Good AI Use Into a Repeatable Work System
I can capture a successful AI method, test it on a new input, improve the reusable method, and leave with a personal playbook I can use again tomorrow.
The session
THREE BITES. ONE PRACTICAL MOVE.
08ACapture What Worked
08BRun It Again: Fixed vs Variable
08CBuild My Personal AI Work Playbook
What you'll practise
- Capture the method behind a successful result.
- Test the method again on a new input.
- Turn the strongest methods into a personal AI Work Playbook.
Keep this idea
A repeatable workflow is more valuable than a lucky prompt.
Use this now
SESSION 8 PARTICIPANT CARD
Copy this into your notes, a document, or your AI conversation. It is intentionally plain so it remains useful outside any one tool.
AI WORK PATTERN WHEN: ______________________________________________________ INPUT: ______________________________________________________ AI JOB: ______________________________________________________ OUTPUT: ______________________________________________________ CHECK: ______________________________________________________ HUMAN: ______________________________________________________ SECOND-RUN REVISION RECORD What drifted? ______________________________________________________ What failed? ______________________________________________________ What instruction / check was added? ______________________________________________________ What remains human? ______________________________________________________ Playbook section to keep this under: ______________________________________________________ PROOF Could another person repeat the method without reading your chat? YES / NO What would they still need? ______________________________________________________
Class rhythm
Feel itExperience the problem or contrast before naming the method.
Name itMake the useful pattern explicit.
Use itApply it to a real work object and inspect the result.
Keep itCapture the part worth reusing after class.
Final course evidence
FINAL PROOF RECORD
Use this to show the complete before → after → second run → human boundary journey. This is the evidence loop the slide redesign currently truncates.
FINAL PROOF RECORD · WORK WITH AI ANCHOR TASK ______________________________________________________ BEFORE Normal method used: ______________________________________________________ Original output weakness: ______________________________________________________ Score: Usefulness ___/5 Ready ___/5 Confidence ___/5 AFTER Improved method used: ______________________________________________________ Evidence of improvement: ______________________________________________________ Score: Usefulness ___/5 Ready ___/5 Confidence ___/5 SECOND RUN New input used: ______________________________________________________ Did the method survive? YES / NO What drifted? ______________________________________________________ What stayed fixed? ______________________________________________________ HUMAN BOUNDARY AI may: ______________________________________________________ Human must: ______________________________________________________ Stop if: ______________________________________________________ NEXT MOVE The next AI capability I want to strengthen is: ______________________________________________________