Prepare research reports and presentations

Prepare research reports and presentations — real work, not an imagined feature: named inside 18 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.

18career 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 must deliver the research report and slides for Friday’s departmental seminar. Assemble the…
I must deliver the research report and slides for Friday’s departmental seminar. Assemble the report, the executive summary, and the slide deck, then send them to Dr. Patel and Jessica in communications for a single consolidated review, with a Thursday noon deadline so we can incorporate edits. Verify the bibliography format, that every figure caption cites its source, and that the results section matches the slide headlines before sending.

Improve — make it easier to accept

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Before circulating this research report to the funding committee, make it easy for a nontechnical…
Before circulating this research report to the funding committee, make it easy for a nontechnical reviewer to say yes: lead with the one-sentence takeaway, surface the potential impact and the estimated cost savings on page one, make methods skimmable with a short bullet list, and flag any results that need replication so they don’t mistake uncertainty for weakness.

Decide — diagnose the stuck moment

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At the funding meeting the officer asked for an ROI and a deployment timeline for the process I…

The funding officer asked for an ROI number I don’t have

At the funding meeting the officer asked for an ROI and a deployment timeline for the process I described. Dr. Patel and the head of operations are in my loop; I don’t actually have validated cost numbers and I’m worried overstating savings will kill credibility. What is the best concise response that gives the committee something actionable without fabricating an ROI?

Become — change the pattern

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I keep losing hours reformatting the same research report for different audiences: funders want…

Each report needs manual reformatting for different reviewers

I keep losing hours reformatting the same research report for different audiences: funders want one-pagers, academics want methods, and communications want images sized for slides. This eats time and leads to errors. Which one drafting habit or template strategy will save time and keep every version accurate and reviewable?

Where the evidence lives

Who was seen doing this, and what people really ask.

Computational BiologistExperimentation ScientistField BiologistMarine BiologistPharma Formulation ScientistPlanetary Scientistalso: Prepare reports and present findingsalso: Write research papers and reportsalso: Write technical reports and research papers
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.