Determine and formulate policies

Determine and formulate policies — 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 have been tasked to draft a new workplace data policy for our unit and send it to the director…
I have been tasked to draft a new workplace data policy for our unit and send it to the director for approval. Produce a one-page policy that states its purpose, scope, the required behaviours, reporting steps for breaches, and the person responsible for enforcement. Add an implementation timeline and a one-paragraph justification tied to applicable regulation or organisational goals.

Improve — make it easier to accept

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Before I present this draft policy to leadership, make it easier to adopt: put the key requirement…
Before I present this draft policy to leadership, make it easier to adopt: put the key requirement in bold on the first page, create a short decision table showing who needs to do what and when, call out any changes that will affect existing workflows, and add three simple metrics we can report monthly to show compliance.

Decide — diagnose the stuck moment

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The director wants stronger sanctions than I proposed and says legal may object. I’m worried…

leadership wants stricter sanctions than I drafted

The director wants stronger sanctions than I proposed and says legal may object. I’m worried stronger penalties will deter reporting. Explain the trade-offs I should present: what language tightens enforcement without chilling reporting, what evidence I should prepare to defend the approach, and the precise phrasing that balances deterrence and fair process.

Become — change the pattern

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Policy updates keep getting bogged down with minor edits and never reach implementation. Suggest a…

policy revisions keep getting stuck in endless reviews

Policy updates keep getting bogged down with minor edits and never reach implementation. Suggest a lightweight governance habit to shorten review cycles, a one-paragraph template that limits scope creep, and a rule for when to pilot versus when to mandate so policies actually take effect.

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.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.