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 must deliver an opinion on how the new regulation affects our pesticide registration next Monday.…
Execute — do the immediate task
+I must deliver an opinion on how the new regulation affects our pesticide registration next Monday. Draft the memorandum, append the relevant sections of the regulation and recent rulings, then send it to Helena in compliance and to Counsel Armitage for legal sign-off, in that order, with Friday for internal review. Check that every statutory citation is accurate and that practical outcomes for our products are clearly stated.
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 my regulatory interpretation to the product team, make it easy for them to act: lead…
Improve — make it easier to accept
+Before I send my regulatory interpretation to the product team, make it easy for them to act: lead with the concrete effect on registration timelines, list any immediate compliance steps in priority order, make ambiguous legal terms explicit with plain-language definitions, and flag rulings that could change the outcome so they know what to watch for.
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 drafted an opinion on a regulation and Helena just told me new agency guidance came out this…
Decide — diagnose the stuck moment
+Regulatory guidance changed after I drafted the memo
I drafted an opinion on a regulation and Helena just told me new agency guidance came out this morning that could flip our conclusion. Counsel Armitage is relying on my memo to advise senior management. I don’t know how substantive the guidance is and I’m worried sending an outdated recommendation will mislead decisions. What is the fastest defensible next step to handle this uncertainty?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Our team keeps getting reactive, rewriting interpretations every time an agency issues nonbinding…
Become — change the pattern
+I repeatedly get pulled into firefights over ambiguous rules
Our team keeps getting reactive, rewriting interpretations every time an agency issues nonbinding guidance, which drains time and makes us look indecisive to management. Where should we change our approach so we give timely, credible guidance without overreacting to every incremental regulatory note?
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.