Teach theories, principles, and methods of economics.

Teach theories, principles, and methods of economics. — real work, not an imagined feature: named inside 10 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.

10career 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 need to prepare the syllabus and first-week lecture notes for Introductory Economics. Send the…
I need to prepare the syllabus and first-week lecture notes for Introductory Economics. Send the draft syllabus and learning outcomes to Karen, the undergraduate program director, and to Malik, who teaches sections, asking them to confirm office hours and assessment dates by Friday so I can publish on the course page.

Improve — make it easier to accept

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Before I hand this syllabus to our teaching assistants, make it easier for students and graders:…
Before I hand this syllabus to our teaching assistants, make it easier for students and graders: put the core course question and expected skills up front, make deadlines and grading weight immediately findable, flag the hardest assignments and the rubric points that typically confuse graders, and call out any course policies that would make a student hesitate to enroll.

Decide — diagnose the stuck moment

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Enrollment jumped unexpectedly and the department may not fund the extra TA positions. I cannot…

first-year enrollment surged and TA funding is uncertain

Enrollment jumped unexpectedly and the department may not fund the extra TA positions. I cannot tell whether to scale back core assignments, increase class-level support, or request emergency TA funding. What is the likely best first move to preserve learning outcomes with minimal extra administrative friction?

Become — change the pattern

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Every semester I rewrite the syllabus and reformat lecture slides at the last minute, which eats…

repeatedly reworking syllabi late each term

Every semester I rewrite the syllabus and reformat lecture slides at the last minute, which eats time and creates student confusion. Is the pattern caused by unclear course templates, inconsistent coordination with TAs, or changing administration requirements? Recommend one habit to stop late changes and protect class prep time.

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.