A chatbot answers. An agent finishes.
A chatbot waits for your next message. An agent takes one real job, works through the steps on its own, and hands you a finished result, the way the video showed it: one task typed in, zero more clicks after that. This is the full breakdown, every step, like promised.
- What an agent actually is, in plain words, and how it's different from a chatbot
- The anatomy of the demo task: the goal, the constraint, and the deliverable that made it agent-shaped
- A fill-in template for writing your own first agent task
- 4 starter agent tasks you can copy today: price comparisons, hours checks, long-read summaries, and a shopping shortlist
- Honest guardrails: what agent tools are actually good at right now, what they're not, and the one habit that keeps you safe
Turn any task into an agent job
The video's task had three parts, and that's the whole formula. The goal: research three website-builder options for a small bakery. The constraint: compare their monthly prices, the rule that keeps it from wandering into a hundred tabs. The deliverable: put the comparison in one table, a specific finished shape, not just "let me know what you find." Fill in your own goal, constraint, and deliverable below, or try one of the four starters first.
The template
[GOAL: the real task, one sentence]. [CONSTRAINT: the rule that narrows it, a budget, a timeframe, a location, a must-include]. When you're done, give me [DELIVERABLE: the exact finished shape, one table / one list / one paragraph].
Fill in the three brackets with your own situation. If you can't fill in the deliverable, you don't have a job yet, you have a question, and that's chatbot work, not agent work.
Compare three options
Research three [PRODUCT OR SERVICE, for example car insurance plans, meal kit services, or coffee subscriptions] for [YOUR SITUATION, for example a family of three or a home office]. Compare their monthly prices and what's included. Put the comparison in one table.
The exact shape of the video's demo task, bakery website-builders swapped for whatever you're actually comparing.
Check hours across a few places
Look up the hours for [3 TO 5 SPECIFIC BUSINESSES OR LOCATIONS] for [THIS WEEKEND OR A SPECIFIC DATE]. Note which ones are open, and flag any that close before [TIME]. Put it in a short list.
Good for planning errands or appointments across more stops than you want to check by hand, one at a time.
Pull the highlights out of a long page
Read [A LONG ARTICLE, REVIEW ROUNDUP, OR PAGE, paste the link]. Pull out the 5 most useful facts for someone trying to [YOUR GOAL]. Separately note anything that read like an opinion instead of a fact.
Turns a 20-minute read into a 2-minute one, and keeps opinion and fact in two different piles instead of blending them.
Build a shortlist before you buy
Find 3 options for [SOMETHING YOU'RE SHOPPING FOR] under [YOUR BUDGET]. For each one, note the price, the most common complaint, and where to buy it. Put it in one table.
Same shape as the video's bakery task: a goal, a constraint, a deliverable, just pointed at a purchase decision.
Where agent tools actually stand today
Good at: multi-step web tasks
Price comparisons, hours checks, pulling structured info off a bunch of pages, exactly what the video's demo did. Today that lives on paid plans (ChatGPT Plus and up, Claude Pro and up), not the free tier, per each company's own help docs.
Not great at: telling you when it's unsure
It'll hand you a plausible-looking answer before it admits it doesn't know. Treat anything you can't personally check as a first draft, not a fact.
The rule: read before you trust it
Approve the plan when it asks, then actually read what it hands back. That one habit is the whole safety net, on any agent tool.
Prompt Starter Pack
25 copy-and-paste prompts and the CLEAR framework, for once handing off a job like this feels normal and you want to go further.
Read more →Copilot Inbox Prompts
A real multi-step chain already built out: 10 prompts that triage a whole inbox instead of one email at a time.
Read more →This breakdown is free and it's genuinely enough to write your own first agent task today. When you're ready to go deeper, the paid packs cover full prompt libraries, role-specific versions, and workflow chains you can run start to finish. One-time purchase, instant download.
See the paid packsReal builds, no jargon, no gatekeeping. One issue a week.
Anyone can learn this. The gate is intimidation.
@keybuilds.ai →