Agent Sightings Real agent use cases

Flag risks in a 50-page contract before signing

Case study takeaway: the poster uploaded a 50-page contract PDF to Claude and used a prompt asking it to read the whole document, explain in plain English what they were agreeing to, list obligations and risks, say what a lawyer would flag as unusual or negotiable, and then name the three points to push back on hardest. Claude surfaced buried clauses, and the poster says a person should still bring a lawyer in for anything serious. It flagged three issues the poster says they would have missed, covering an auto-renewal near the end and a liability term they say was not standard.

Agent or tool
Claude
Topic
Productivity
Reported on
Reddit
Added
2026-10-15

Why it matters

Small, repetitive tasks eat more of the week than anyone likes to admit. Cases like this show an agent taking a chore off someone's plate end to end, not just suggesting what to do. It is one of 196 sightings filed under Productivity on Agent Sightings (number 37 by interest), and one of 91 involving Claude.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Claude or any similar agent and adjust the details to your situation.

Help me flag risks in a 50-page contract before signing. Break it into steps, show your work, and wait for confirmation before anything irreversible, paid, or outbound.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Reddit: https://www.reddit.com/r/PromptEngineering/comments/1u4f58a/i_uploaded_a_50_pag…. Our summary is a paraphrase; details are in the source.

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