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 a sheet showing fabric and trim options for a fall jacket: list supplier, yardage cost, lead…
Execute — do the immediate task
+I need a sheet showing fabric and trim options for a fall jacket: list supplier, yardage cost, lead time, minimum order, and a column recommending whether it’s suitable for sample, small run or full production. Send it to sourcing and design by Tuesday to inform the vendor call.
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 the fabric matrix with design and sourcing, make the decision obvious: show the…
Improve — make it easier to accept
+Before I share the fabric matrix with design and sourcing, make the decision obvious: show the three best options at the top with total landed cost for 200 units, flag any trims with long-lead dyes, and call out any combo that would trigger a run-size minimum breach.
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
+Design requested a specialty trim that adds four weeks to lead time and sourcing says switching…
Decide — diagnose the stuck moment
+Design wants two unusual trims that push lead time past the launch date
Design requested a specialty trim that adds four weeks to lead time and sourcing says switching suppliers isn’t possible without extra cost. We have a fixed launch date. What are the likely trade-offs, which party should concede, and what short message gets both design and sourcing aligned so production doesn’t slip?
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 repeatedly miss launch deadlines because of unpredictable trim lead times and…
Become — change the pattern
+We keep missing launch dates because trims arrive late
Across seasons we repeatedly miss launch deadlines because of unpredictable trim lead times and ad-hoc supplier changes. Where in our fabric-and-trim workflow are we creating this fragility, what single habit would reduce late trims, and how should I change the vendor confirmation step to lock lead times earlier?
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.
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.