Anthropic 员工分享 Tag 智能体日常：写超一半 PR、几乎全部数据

Tag writes >50% of my PRs every day. It also does ~100% of my data analysis, and fixes most of our product feedback + bugs.

It's not like a regular Slack bot. It is proactive, programmable, it has memory, it has access to your connectors. With Opus 5.5 and Fable 5.1, it has strong judgement.

Example prompts I use:

- "@Claude react to threads in this channel with ✅ when resolved"

- "@Claude from now on, attempt to repro every bug in this channel end to end, running the full app. once you reproduce the bug, put up a pr to fix it and tag the right team for code review"

- "@Claude brainstorm ~100 hypotheses for what could explain this weird data, use a workflow to in/validate. spend 10m tokens or so digging very deep. draw a chart with the result."

- "@Claude make me an interactive game explaining how this part of the code works, then make a slide deck explaining it for others on the team"

claude.com/product/tag