Investigate facts

Investigate facts — 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 a set of transaction logs, witness statements and dated file stamps that don't line up.…
I have a set of transaction logs, witness statements and dated file stamps that don't line up. Assemble a clean timeline in the spreadsheet so I can show counsel where the inconsistencies are. Put the earliest timestamp in column A, source (who produced it) in B, statement summary in C, evidence type in D, and a flag in E where timestamps or authors conflict. Leave the original raw rows on a hidden sheet for reference and mark any rows with missing dates in red so I can pull them for follow-up.

Improve — make it easier to accept

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Before I hand this to the litigation team, make the timeline obvious to a lawyer who only skims.…
Before I hand this to the litigation team, make the timeline obvious to a lawyer who only skims. Surface the three biggest discrepancies at the top, show the chain of custody for the two items with altered timestamps, and add one-line reasons why each discrepancy matters for credibility. Hide technical columns they don't need but leave a button or visible cell that expands the hidden details if they ask.

Decide — diagnose the stuck moment

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Two documents from our client folder share the same filename but claim different last-modified…

I found two documents with the same file name but different dates

Two documents from our client folder share the same filename but claim different last-modified dates and different authors. I can't tell whether one is a later revision or an erroneous copy. The people involved are the junior paralegal who handled intake and the external vendor who scanned originals. I'm worried we missed a tampering event and I haven't told counsel yet. What's the most likely cause and what should I show counsel first?

Become — change the pattern

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Across cases we waste hours rebuilding timelines when single misdated files appear. Help me change…

I keep redoing timelines because new files keep changing the order

Across cases we waste hours rebuilding timelines when single misdated files appear. Help me change the habit: recommend one durable workflow for ingesting new documents so I stop redoing work. Tell me the one required check to run on new files, how to record it in the spreadsheet, and one team rule to prevent backtracking.

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.