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 am running a pre-implementation audit for the new inventory tracking program with go-live…
Execute — do the immediate task
+I am running a pre-implementation audit for the new inventory tracking program with go-live scheduled next month. Send the draft audit report to Helen, the IT project manager, and then to Marcus in Internal Audit for final sign-off, signers in that order. Before sending, verify the test scripts executed, list open defects with owner and severity, and confirm rollback criteria are documented.
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 show this to Helen and Marcus, make the report easy to act on: put the critical defects…
Improve — make it easier to accept
+Before I show this to Helen and Marcus, make the report easy to act on: put the critical defects and their business impact at the top, include a short pass/fail row for each key control test, link each failing test to the exact evidence file and timestamp, and highlight any gaps that mean we cannot meet the planned go-live date so the project manager can prioritize fixes.
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
+During our pre-implementation run I found a recurring data-mapping mismatch that causes inventory…
Decide — diagnose the stuck moment
+Testing showed a data-mapping error between modules.
During our pre-implementation run I found a recurring data-mapping mismatch that causes inventory counts to diverge between staging and reporting. Helen says developers think it is low risk, but finance says it will break month-end. I cannot tell whether this is a configuration oversight or a deeper design flaw. Should I push to delay go-live until it's fixed, or accept a compensating control for the first cycle? Recommend the likely diagnosis and the best next step.
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 three projects we keep being blindsided by the same class of integration defects during…
Become — change the pattern
+Each rollout gets delayed by last-minute defects we missed in earlier reviews.
Across three projects we keep being blindsided by the same class of integration defects during pre-implementation testing, and it costs us schedule credibility. What one process change will reduce these late surprises, and give a practical first action I can take with Helen and the dev leads this week.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other Microsoft Excel work people do in Microsoft Excel.
Conduct ecological researchConduct field research of flora and faunaConduct fieldwork in remote areasConduct habitat and species monitoringConduct post-event evaluationsConduct quality control tests.Conduct research and experimentsConduct routine audits and reviewsConduct staff performance evaluations.Conduct statistical studies to analyze or compare production costs for sustainable or nonsustainable designs.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.