What a Task is in Co-work In the channel's captured material, Co-work — Anthropic's Claude app framed as Claude Code for non-technical people — reorganizes AI work around the task rather than the chat message. A task is a bigger chunk of work handed off to the agent: instead of one prompt and one response, you say go do something, the agent runs for a while, and you come back later to review the result[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@156]. Why the shift matters Chat is a one-message, one-response loop: once a prompt is sent, nothing else can be done with the AI until it answers[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@0]. Co-work is built for working with the agent asynchronously — hand off a task, add more to the queue while it runs, and return later to review[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@891]. The host calls that the best mental shift: the point is to say go do something, not think about it for a while, then return[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@901]. What a task looks like in practice Tasks in the episode's demos were substantial jobs, not single exchanges: - Competitive research: finding comparable consulting companies and analyzing their positioning through many minutes of iterations[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@169]. - Email drafting: reading a Gmail thread and drafting a response ready to send with minimal edits[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@269]. - Calendar audit: about an hour browsing a month of calendar activity and comparing priorities against goals[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@405]. - Analytics: pulling PostHog button-click numbers straight through Chrome with no MCP setup[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@562]. Practical guidance from the material The discussion ties task size to how the agent behaves. One piece of advice: push for longer tasks — ask it to take an hour or make a plan, and it stops giving up early[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@497]. For non-technical users, Kieran's advice was to open Co-work for the same things done in chat and notice the differences, like queueing messages while the task runs[^01a0f15a-b23f-7d11-980f-dc3f7e8fc4b6@3842].