Decide what AI should do — and what humans must keep.
Describe a traditional work task. The tool maps it into AI-helpable parts, human-owned judgment, risk boundary, and the matching AI Ages 90D lesson.
If the task is “summarize customer feedback into a product memo”…
The tool should not just say “AI can help.” It should name the safe AI part, the human-owned judgment, and the exact lesson to study.
Useful if source notes are explicit.
Do not let AI invent user needs.
Build the context packet before asking AI to analyze.
Describe a work task
Use a public-safe summary. Include what you need to produce, what inputs you have, and whether the task involves private data, approval, or high-stakes decisions.
Your task fit receipt
Your result will show AI role, human boundary, risk note, course lesson, and artifact.
Use the result before prompting
If the task is safe, continue to the matching lesson. If it is sensitive, define boundaries first.
AI-readable summary
Can AI safely help with this work task?
The AI Task Fit Checker separates what AI can do, what humans must keep, the risk boundary, and the matching AI Ages 90D lesson.
- AI can do
- human keeps
- risk boundary
- matching lesson
- practice artifact
- D1 What AI Can Do / Cannot Do
- D2 Task Fit
- D31 Prompt vs Context
- D61 Workflow
- D75 Semi-auto vs Full-auto
- /tools/ai-task-fit-checker/