Start here
The free tool below runs entirely in this browser — no account, nothing stored or transmitted. Redact anything you would not want kept before you type it.
Open the companion tool →Why tasks, not titles
A job title is a container for dozens of tasks, and automation takes them one at a time — the repetitive ones first, the judgment-and-relationship ones last. Mapping tasks instead of titles shows which of your skills compound with AI and which get replaced.
The reskilling gap is also task-shaped: between what you do now and what a target role requires, some things transfer and some are missing. Naming the missing ones turns them into a curriculum you can actually start.
The protocol
- List your current weekly tasks, honestly, including the repetitive ones.
- Enter the target role and its real requirements from a posting or O*NET.
- Read the gap map: what transfers, what is missing, and the shortest bridge for each gap.
- Pick the single highest-value bridge and schedule one hour on it this week.
What the tool does
Enter your current tasks and a target role and get a gap map with transfers, gaps, and bridges. It runs in this browser; nothing is sent or stored.
Limit first: This is a planning aid, not career advice and not an automation verdict. It structures your own comparison; it does not know your industry or your market.
Open the companion tool →One human next step
Check the target role's real requirements on O*NET, then schedule one hour on the highest-value bridge this week.
Research log and safety checks
AI-assist path: not used for a verdict. This artifact is an inspectable gap map; the reader's own task list is the data, and a remote model would add an opaque assessment where the reader needs to see the bridge logic. §6.10: not a frontier-pace topic.
§0.5 protection result: category is job-skill-disruption; crisis-adjacent: no; fear/urgency/scarcity toolkit used: no. The protective function is free and the paid feature is convenience only.