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 need to prepare the syllabus and first-week lecture notes for Introductory Economics. Send the…
Execute — do the immediate task
+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.
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 hand this syllabus to our teaching assistants, make it easier for students and graders:…
Improve — make it easier to accept
+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.
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
+Enrollment jumped unexpectedly and the department may not fund the extra TA positions. I cannot…
Decide — diagnose the stuck moment
+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?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Every semester I rewrite the syllabus and reformat lecture slides at the last minute, which eats…
Become — change the pattern
+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.
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.