Choose subject matter

Choose subject matter — real work, not an imagined feature: named inside 4 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.

4career 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 a short subject list for a sponsorship pitch deck due to the conference team on Thursday.…
I need a short subject list for a sponsorship pitch deck due to the conference team on Thursday. Pick five focused subjects that match an arts festival audience—ticketing trends, audience demographics, artist compensation models, sustainable staging, and sponsorship tiers—each with a one-sentence hook and one metric to prove relevance.

Improve — make it easier to accept

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Before I send this topic list to the author and the conference manager, make it easy to approve:…
Before I send this topic list to the author and the conference manager, make it easy to approve: surface the business outcome for each subject (what decision it informs), make the preferred slide length clear, and flag any subject likely to trigger procurement or finance questions.

Decide — diagnose the stuck moment

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I asked Sam the author to pick one subject for a five-slide pitch and they sent me three. I’m torn:…

The author asked which subject to prioritize for a limited deck

I asked Sam the author to pick one subject for a five-slide pitch and they sent me three. I’m torn: the finance director wants audience demographics, the festival director prefers sustainable staging, and I can’t predict which will secure sponsorship. What’s the likely best subject to choose now and why?

Become — change the pattern

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We keep spending days arguing about which subject to use in pitch decks, delaying outreach. Where…

We repeatedly debate topic choices last-minute

We keep spending days arguing about which subject to use in pitch decks, delaying outreach. Where are we losing time in choosing subjects, and what decision rule or habit would stop last-minute debates and speed approvals?

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.