AI & LANGUAGE MODELS

AI Bot Neuro Browser

Plan narrow, repeatable research helpers with observable inputs and outputs rather than loosely defined autonomous behavior.

TOPIC GUIDE / 02 · READ, QUESTION, EXPLORE

Give the bot a small job

A useful first bot might organize already-approved references by topic or prepare a draft reading checklist. Write down the input format, allowed labels, and review owner. Avoid assigning unrelated tasks simply because they fit inside a chat interface. The narrower the job, the easier it is to inspect a result and explain what remains for a person to decide.

Make failures distinguishable

Do not collapse a missing source, an invalid response, and an empty result into the same message. Give each outcome a clear status and preserve the original input. If the bot is allowed to use external tools, document that authority separately from its conversational instructions. This page is a design guide; no bot service or messaging integration is operated here.

Three questions to take with you

01Can the task be described in one sentence?
02Are unresolved inputs preserved for review?
03Which tool permissions are actually required?
Reference for this topic: Anthropic research on browser prompt injection. Read the original context alongside the guide.