Stop using AI like a vending machine. By the end, you'll have one AI employee doing a real, recurring job in your business — in your voice.
ProductiveAiID · AI-001
Employee ID Card
AI
NameYour First Hire
RoleThe job you pick
DeptOperations
StatusHired
ProductiveAi LabThe shift
Most people use AI like a vending machine.
A tool
Waits to be used
Question in, answer out, walk away. Nothing about your business changes.
→
An employee
Knows the job
Has a role, knows your business, does the same job every time — without being re-explained.
ProductiveAi LabThe payoff
Three things you'll walk away with — not three ideas.
01
A working AI employee
Not a saved prompt in a notes app — an actual assistant doing a real recurring task.
02
The RCTFC framework
A reusable way to write any AI job description, so your next hire takes minutes.
03
The review loop
The 30-second habit that makes your employee sharper every week, on autopilot.
ProductiveAi LabThe onboarding sequence
Six lessons. One new hire.
01The ShiftReframe · 90 sec
02Pick the Right First HireChoose the job · 4 min
03Write the Job DescriptionRCTFC · 6 min
04Train Them With ExamplesShow, don't tell · 4 min
05Put Them to WorkDeploy · 4 min
06Manage & PromoteReview loop · 4 min
ProductiveAi LabLesson 02 · Pick the right first hire
The 3-part test for a job it'll nail on day one.
Test 01
High-frequency
You do it weekly or daily — so the payoff repeats.
Test 02
Low-judgment
Clear right and wrong. No gut feel or private context needed.
Test 03
Text-in, text-out
Just words in, words out. No tools required — yet.
Do thisPick ONE job. Not three.
ProductiveAi LabHire smart first
Get the first job right.
Great first hires
Nail it day one
Reply to common enquiries · turn notes into posts · draft proposals · summarise calls · write product descriptions.
|
Save these for later
Too much, too soon
"Run my marketing" · "be my strategist" · anything needing taste, secrets, or real-time data.
ProductiveAi LabLesson 03 · The core
You'd never hire someone and say "good luck, figure it out."
But that's exactly how most people prompt AI. The job description is everything.
ProductiveAi LabThe framework
Write it once with RCTFC. Never re-explain again.
R
Role
Who they are.
C
Context
What to know about your business.
T
Task
The exact job, step by step.
F
Format
What output looks like every time.
C
Constraints
The rules and the never-dos.
ProductiveAi LabThe template
ai-employee-job-description.txt
ROLE — You are ______ for [business], a [what you do].
CONTEXT — Customers: ______. Tone: ______. Key facts: ______.
TASK — Your job is to ______. Steps: 1) ___ 2) ___ 3) ___
FORMAT — Always respond as ______. [length / structure]
CONSTRAINTS — Never ______. Always ______. If unsure, ______.
Do thisFill in the blanks for your employee.
ProductiveAi LabLesson 04 · Train them
Show, don't tell.
A new hire gets sharp by seeing how it's done. Two or three examples turn "pretty good" into "sounds exactly like us."
+Paste 2–3 ideal example outputs
+Train one tricky edge case on purpose
ProductiveAi LabLesson 05 · Put them to work
Give your employee a permanent home.
A Claude Project, a Custom GPT, a saved assistant — somewhere the job description lives for good. Then feed it a real task and run it live.
The test90% there = hired. Rough = fix the job description.
ProductiveAi LabLesson 06 · Manage & promote
The review loop that compounds.
Run
Run a real task
Use it on actual work, not a test.
Spot
Spot what's off
Notice the one thing that isn't right.
Add
Add one line
Fix it in the job description — permanently.
When it's reliable, promote it — connect it to tools and automate the job entirely.
ProductiveAi LabRecap
From tool to team, in six steps.
01Reframe AI as an employee
02Pick one high-frequency job
03Write the RCTFC job description
04Train it with examples
05Give it a home and deploy
06Run the review loop weekly
ProductiveAi LabBuild with us
You just learned to hire AI — not just use it.
Inside ProductiveAi Lab we build real AI systems live — every week. Come build the whole team with us.