Agent Sightings Real agent use cases

Rebuild a math curriculum into a one-year plan

Real-world thread: claude Code shows up in a write-up about rebuild a math curriculum into a one-year plan. The linked post is the primary source for steps and outcomes.

Agent or tool
Claude Code
Topic
Research & Data
Reported on
X
Added
2026-10-15

Why it matters

Research is mostly gathering, cleaning and comparing. Handing that groundwork to an agent leaves the person with the part that needs judgment: deciding what the findings mean. It is one of 67 sightings filed under Research & Data on Agent Sightings (number 32 by interest), and one of 164 involving Claude Code.

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 Code or any similar agent and adjust the details to your situation.

Research brief: rebuild a math curriculum into a one-year plan. Prefer primary sources, include links and confidence notes, and do not contact anyone.

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 X: https://x.com/JonHegreness_AZ/status/2106046624178872563. Our summary is a paraphrase; details are in the source.

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