Direct administrative details, such as financial operations, dissemination of promotional materials, and responses to inquiries.

Direct administrative details, such as financial operations, dissemination of promotional materials, and responses to inquiries. — real work, not an imagined feature: named inside 12 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.

12career 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

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I have the clinic's finance and mailing list workbook for the pesticide outreach program. Send an…
I have the clinic's finance and mailing list workbook for the pesticide outreach program. Send an updated reconciliation table and the printed-label-ready mailing sheet to Mark in accounts payable and to Jenna in communications for tomorrow's drop, but check that every address has a postal code, confirm the budget totals match the ledger, and remove any duplicate contact rows first.

Improve — make it easier to accept

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Before I hand this to accounts and communications, make it approval-friendly: surface the budget…
Before I hand this to accounts and communications, make it approval-friendly: surface the budget variance and remaining balance at the top, make the field that shows 'consent to receive materials' obvious, and flag any recipients who are outside the approved target counties or have missing postal codes that will make the mail house reject the batch.

Decide — diagnose the stuck moment

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I prepared the payment reconciliation and mailing list but procurement stopped the payment because…

Procurement says the vendor needs a verified vendor code before payment

I prepared the payment reconciliation and mailing list but procurement stopped the payment because several vendors lack a vendor code; I don't know which vendor codes are correct, the procurement lead is in another timezone, and the drop is scheduled for Friday. Should I delay the mailing to ensure correct vendor codes, or proceed with the batch and resolve payment after delivery? What evidence will keep us safe if invoices appear later?

Become — change the pattern

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Every outreach cycle I end up re-cleaning addresses and reconciling tiny budget discrepancies just…

We keep fixing duplicate contacts and mismatched budgets at the last minute

Every outreach cycle I end up re-cleaning addresses and reconciling tiny budget discrepancies just before the mail runs, which wastes a day and strains communications and finance. What habits or spreadsheet checks should I adopt so addresses, consent flags, and budget totals validate automatically earlier in the process?

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.
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The rest of the map

Same library, five ways in.