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 prepare the lesson pack for Wednesday’s sophomore lab: a one-page learning objective list, a…
Execute — do the immediate task
+I must prepare the lesson pack for Wednesday’s sophomore lab: a one-page learning objective list, a student handout with exercises, and an instructor note on assessment. Confirm the learning objectives align with next-semester prerequisites and include two brief extension activities for advanced students.
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 distribute to the cohort, make the handout approval-friendly—put the next-course…
Improve — make it easier to accept
+Before I distribute to the cohort, make the handout approval-friendly—put the next-course prerequisites at the top, surface the single metric I’ll use for pass/fail, make the exercises ordered by difficulty, and flag any materials or safety equipment students will need that could block adoption.
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
+The head of curriculum just questioned whether my lab set prepares students for the required coding…
Decide — diagnose the stuck moment
+A department lead asked why these exercises won’t prepare students for the required coding course.
The head of curriculum just questioned whether my lab set prepares students for the required coding course next semester. I believe basic algorithmic thinking is covered, but I don’t know which specific coding skills they expect. Should I add explicit coding practice now, ask for the course’s syllabus, or propose a bridge workshop? What’s the quickest defensible fix?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Term after term I end up rewriting labs the week before teaching because I’ve assumed students have…
Become — change the pattern
+Every term I rebuild materials the week before teaching because prerequisites change or assumptions are wrong.
Term after term I end up rewriting labs the week before teaching because I’ve assumed students have skills they don’t. Which single habit—better syllabus alignment with the downstream course, a short pre-term skills survey, or a standing brief meeting with the coding instructor—will most reduce last-minute rewrites without adding heavy bookkeeping?
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.
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The rest of the map
Same library, five ways in.