The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+Complete the inspection log for today’s batch of blown glass vessels: record measured weights,…
Execute — do the immediate task
+Complete the inspection log for today’s batch of blown glass vessels: record measured weights, diameters, and visual defects for items B-101 through B-150, note any out-of-spec parts, and email the summary to Leah in production with a recommended hold or release decision by end of shift.
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 quality summary to Leah, make the spreadsheet make decisions easy: show the…
Improve — make it easier to accept
+Before I send the quality summary to Leah, make the spreadsheet make decisions easy: show the pass/fail count and the three worst measured deviations up top, make the dimensional tolerances visible next to each measured value, create a single column that flags parts requiring rework, and highlight any trending drift across this batch versus last week’s averages.
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
+This morning I measured a cluster of vessels that are consistently 1.8 to 2.2 millimetres under…
Decide — diagnose the stuck moment
+Several pieces show a small but consistent undersize trend in diameter this morning.
This morning I measured a cluster of vessels that are consistently 1.8 to 2.2 millimetres under nominal diameter across ten pieces. I’m concerned the mould temperature or wall thickness changed, but I can’t tell if the difference is measurement error or production drift. What is the most likely cause and what quick checks should I do now before quarantining the rest of the batch and notifying Leah?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+I keep losing time reconciling weights and dimensions because bench techs hand in logs in different…
Become — change the pattern
+Repeated delays because measurements come in inconsistent formats from the bench techs.
I keep losing time reconciling weights and dimensions because bench techs hand in logs in different column orders, units, and rounding. Over six months this cost me many hours and occasional wrong release decisions. What single change to how I collect measurement data and one habit for the techs will stop this and make the inspection sheet reliable on first pass?
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.
GafferGlassblower AideMachinistPotteralso: Measure and inspect parts for conformancealso: Measure dimensions of products to verify conformance
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.