The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+The garden beds are overrun and the mower is due for service; take the lawn and front beds back to…
Execute — do the immediate task
+The garden beds are overrun and the mower is due for service; take the lawn and front beds back to tidy by Friday, remove all debris from pathways, trim hedges to sightlines, and treat the vegetable patch for weeds — check the storage shed is locked and the mower has oil and fuel first.
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 hand the grounds off to seasonal landscaping, make the maintenance instructions simple for…
Improve — make it easier to accept
+Before I hand the grounds off to seasonal landscaping, make the maintenance instructions simple for an inexperienced weekend crew: list the weekly priorities in order, show one-safe mower start and fuel check, flag which plants must never be trimmed, and estimate time per zone so a single worker can plan a half-day.
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
+I supervised a seasonal hire who cleared beds but left clippings in sight and didn’t fuel the…
Decide — diagnose the stuck moment
+The new seasonal worker left a pile of clippings by the driveway.
I supervised a seasonal hire who cleared beds but left clippings in sight and didn’t fuel the mower. The homeowner will notice and complain; I don’t know whether the worker understood the finish standards or was rushed. Tell me the most likely cause and the next corrective step I should take today to fix the yard and prevent repeat misses.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Across seasons we finish tasks but lose credibility because of small visible lapses: clippings left…
Become — change the pattern
+We repeatedly finish jobs but leave visible debris or miss routine mower care.
Across seasons we finish tasks but lose credibility because of small visible lapses: clippings left on driveways, hedges cut unevenly, and equipment returned low on fuel. Recommend one habit to change in scheduling or checklisting that saves time and stops these recurring quality complaints, and how to pilot it this month.
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.
Farm LaborerFarmerButcherLaundry Workeralso: Maintain cleanliness of equipment and work areaalso: Maintain cleanliness of work area
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.