Test and analyze evidence in forensic cases

Test and analyze evidence in forensic cases — real work, not an imagined feature: named inside 11 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.

11career 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 the lab's spreadsheet of sample chain-of-custody times, instrument run logs, and analyst…
I have the lab's spreadsheet of sample chain-of-custody times, instrument run logs, and analyst reports for case F-492. Verify the formulas that calculate hold times and flag any samples where the calculated time exceeds the allowable limit, then prepare a single sheet listing sample ID, calculated hold time, allowable limit, and the cell reference for the source data so I can show chain-of-custody errors to the lead prosecutor by Wednesday.

Improve — make it easier to accept

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Before I send the lab pack to the prosecutor, make it obvious where evidence timing fails the SOP:…
Before I send the lab pack to the prosecutor, make it obvious where evidence timing fails the SOP: put the exceedances at the top, show which entries came from handwritten reports versus instrument logs, and highlight inconsistencies in date formats or duplicate IDs that will make a reviewer hesitate to accept our chain-of-custody.

Decide — diagnose the stuck moment

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We finished a preliminary review and one analyst's entries for hold times suddenly switch units…

I just noticed the hold-time column jumps from hours to days without explanation

We finished a preliminary review and one analyst's entries for hold times suddenly switch units midway through the sheet; I don't know whether they meant hours or days, the analyst is on leave, and the prosecutor expects a clear explanation. What's the most defensible way to present this to the prosecutor and what should I ask the lab manager to confirm first?

Become — change the pattern

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Across several cases I've been the one who finds late entries and corrects time calculations after…

We repeatedly miss flagged hold-time breaches until a prosecutor points them out

Across several cases I've been the one who finds late entries and corrects time calculations after the fact. I lose credibility when these get discovered by others. Which routines should I change so hold-time calculations and unit consistency are validated before reports leave the lab, and what simple checks will prevent this from being a last-minute firefight?

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.