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 the team to close the month cleanly. Send the spreadsheet I prepared to Hannah in accounting…
Execute — do the immediate task
+I need the team to close the month cleanly. Send the spreadsheet I prepared to Hannah in accounting and Marco, the audit manager, for their sign-off, both to approve it by Friday; before sending, check that all journal entries for the 27th are posted, the payroll accrual is included, and the variance tab reconciles to the general ledger.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I share this month-end workbook with the directors, make the approval path obvious: put a…
Improve — make it easier to accept
+Before I share this month-end workbook with the directors, make the approval path obvious: put a one-row summary of net change, unposted items, and key risks at the top; flag any balances over fifty thousand that lack supporting attachments; and mark any transactions dated after the 25th that need audit review so Hannah can approve quickly.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+We just got the workbook back from Hannah with a single comment: ‘material difference on cash.’ I…
Decide — diagnose the stuck moment
+Hannah returned the file with an unexplained balance.
We just got the workbook back from Hannah with a single comment: ‘material difference on cash.’ I own the file; she’s the accounting manager and needs a clean close by Friday. I don’t know which sheet she checked or whether she re-ran any pivots. What likely caused the difference and what exact, minimal checks should I run now so I can reply with answers and a remediation plan within two hours?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Every month we lose half a day reconciling minor cash and accrual variances because we lack a…
Become — change the pattern
+We scramble every month over small reconciling items.
Every month we lose half a day reconciling minor cash and accrual variances because we lack a standard pre-close checklist. Over the last six closes that eats credibility with audit and stress for Hannah. What one habit or checklist change should I embed in the team’s workflow so these recon issues are caught earlier and we stop reacting the day before close?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Where the evidence lives
Who was seen doing this, and what people really ask.
Audit ManagerBranch ManagerCfoCorporate Communications ManagerFinance ManagerRevenue Manager Hospitalityalso: Supervise accounting staff
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.