Teach astronomy or astrophysics.

Teach astronomy or astrophysics. — real work, not an imagined feature: named inside 6 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

6career tasks name it
4prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

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I have the lecture slides and the midterm exam draft for Astrophysics 201. Send the files to…
I have the lecture slides and the midterm exam draft for Astrophysics 201. Send the files to Professor Kumar and to the curriculum office for approval, signers in that order, with the syllabus final by Monday. Before sending, check that all equations render correctly and that the exam problems reference the same notation used in lectures.

Improve — make it easier to accept

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Before I hand this lecture pack to undergrads, make it easier for them to learn. Put the one…
Before I hand this lecture pack to undergrads, make it easier for them to learn. Put the one concept they must master this week at the top of each slide, make worked examples findable with a visual marker, and flag any step that assumes calculus without reminding where students can review it.

Decide — diagnose the stuck moment

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After yesterday's class several students bombed the orbital mechanics problem set. I walked them…

A student failed a section they should have passed.

After yesterday's class several students bombed the orbital mechanics problem set. I walked them through the algebra and it looks like many understand the concept but tripped on vector notation and sign conventions. I cannot tell if the failure is from my notation, the textbook, or how I presented the derivation. What is the likely cause and the best immediate fix before the next lecture?

Become — change the pattern

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Every semester I spend days re-editing slides and exams to fix recurring confusion: inconsistent…

Each term we rework slides at the last minute.

Every semester I spend days re-editing slides and exams to fix recurring confusion: inconsistent notation, unclear problem statements, and mismatched difficulty. Which three teaching habits will reduce that churn, improve student understanding, and free up my prep time over the next terms?

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.