Educate clients

Educate clients — real work, not an imagined feature: named inside 7 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

7career tasks name it
4prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

+
I need to send an eight-page client briefing on soil amendment benefits to three extension…
I need to send an eight-page client briefing on soil amendment benefits to three extension officers—Lina Morales, Tom Jacobs, and the county clinic health educator—by Thursday. Make the brief readable for non-scientists: start with the practical takeaway, include two simple graphs with clear captions, give one action checklist for clients, and ask Lina to review the health-safety points before I send it out.

Improve — make it easier to accept

+
Before sharing the client guide with extension services, make it easier for clients to act. Move…
Before sharing the client guide with extension services, make it easier for clients to act. Move the recommended steps and timing into a one-page checklist at the front, bold the three behaviors that reduce exposure risk, replace jargon with everyday words, and flag phrases that might make a health educator hesitate to endorse it.

Decide — diagnose the stuck moment

+
Tom told me clients skip the guide because of technical terms and long sentences. Who will actually…

Tom says the clients find the language too technical.

Tom told me clients skip the guide because of technical terms and long sentences. Who will actually use this in the field, what am I afraid they won’t do if I don’t simplify, and is the right next step to rewrite the first two pages as a one-page action checklist and test it with three clients this week?

Become — change the pattern

+
We repeatedly produce well-referenced guides that extension officers archive but farmers don’t use.…

We keep producing long guides clients don't read.

We repeatedly produce well-referenced guides that extension officers archive but farmers don’t use. That wastes our time and erodes trust. What habit should we change so every client-facing document starts with a one-page actionable checklist, a single graph, and a plain-language safety note before outreach?

Where the evidence lives

Who was seen doing this, and what people really ask.

Software tasks in the LLOS Work Atlas come from evidence, never a feature list: careers attested to do the work, real job descriptions, and the questions people actually ask (with their view counts). Facets — feature, workflow, troubleshoot, administer, deploy, scale — are open metadata: the work decides, not a taxonomy.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.