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 have to send this cost estimate to Priya in procurement and then to Mark, the finance director,…
Execute — do the immediate task
+I have to send this cost estimate to Priya in procurement and then to Mark, the finance director, for e-signature by Friday. Check the worksheet to confirm every line has a unit cost, quantity, and extended total, ensure the VAT row is present and correct, verify the total matches the summary sheet, and flag any rows where the supplier quote is older than 60 days before I route it.
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 send the estimate to the buyer, make approval obvious: put the final customer price and…
Improve — make it easier to accept
+Before I send the estimate to the buyer, make approval obvious: put the final customer price and percentage margin at the top, make a visible link from each line item to its source quote, highlight any assumptions or provisional items in amber, and attach a one-line comment explaining why totals would change if a supplier discount is applied.
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
+The supplier emailed a higher unit price for the aluminium extrusion after I finished the estimate.…
Decide — diagnose the stuck moment
+I just got a late supplier price change and totals shifted.
The supplier emailed a higher unit price for the aluminium extrusion after I finished the estimate. Procurement wants the original target but finance will reject unexplained increases. I can absorb the increase in contingency, push the change to the client, or re-run quantities for a cheaper spec. Which option most likely keeps the project on schedule and acceptable to Mark, and what immediate note should I add to the file before I escalate?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Estimating keeps getting delayed because quotes come in late or change and I re-run the whole…
Become — change the pattern
+repeatedly reworking estimates after late supplier updates
Estimating keeps getting delayed because quotes come in late or change and I re-run the whole workbook under time pressure. Where am I losing credibility and time, and what two habits should I adopt next quarter so estimates are stable enough for procurement and finance to sign off without last-minute firefights?
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.
Facade DesignerHorticulturistLandscape ArchitectUrban DesignerAlarm InstallerFire Alarm Technicianalso: Compute cost estimates for laboralso: Estimate project costs
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.