Identify training and development needs.

Identify training and development needs. — real work, not an imagined feature: named inside 5 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.

5career 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 a staff training spreadsheet for the child psychologist team with current competencies, last…
I have a staff training spreadsheet for the child psychologist team with current competencies, last training dates, and incident notes. Send the attached training-gap summary to Priya in HR and to Marcus, the clinical services manager, for approval with a Tuesday deadline — sign off order: Marcus then Priya. Check for missing staff IDs and any supervision flags before sending.

Improve — make it easier to accept

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Before I circulate this training plan to HR, make it easy to approve: pull the top three skills…
Before I circulate this training plan to HR, make it easy to approve: pull the top three skills with highest gaps onto page one, show projected cost per head and total cost, highlight any clinicians with open incident notes that require mandatory refresher, and flag where external accreditation is needed so a reviewer can say yes quickly.

Decide — diagnose the stuck moment

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I mapped competencies for the clinical team and found seven clinicians with no supervision date on…

I just finished mapping competencies and discovered several clinicians with no supervision date.

I mapped competencies for the clinical team and found seven clinicians with no supervision date on file. Marcus is protective about audits and Priya will pause any request that looks incomplete. I’m afraid HR will reject funding if I miss mandatory topics or if incidents aren’t tied to training. What’s the likely reason for the missing dates, and what’s the best next move to get this approved by Tuesday?

Become — change the pattern

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Across five cycles the same friction recurs: HR pauses approvals because training requests lack…

Training requests keep getting delayed at HR due to incomplete data and unclear cost summaries.

Across five cycles the same friction recurs: HR pauses approvals because training requests lack clear priority, missing staff identifiers, and no cost-per-person summary. I’m losing authority and weekends to chase confirmations. Which three habits should I change immediately — in how I collect data, present costs, and attach mandatory evidence — so approvals stop stalling?

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.