Should You Tag @Claude?
The Slack agent that everyone will adopt.
Once a new interface for interacting with AI shows up, AI labs are pretty quick to expose it to their users. First everything was chat, then the leap to Claude Code/Codex, then to Claude Cowork/Codex Desktop. Later OpenClaw inspired Claude Dispatch and most recently Anthropic has recognized the value of accessing agents in Slack and released Claude Tag.
It works exactly as you expect, you tag @Claude in Slack, it completes work and comes back with the output. It’s going to be easier to set up than the open source alternatives, you’re going to trust it more and the timing couldn't be more perfect with a (somewhat impaired) version of Fable coming back.
I've read all the docs released so far and wanted to highlight a couple of things that seem interesting:
YOU NEED AT LEAST 5 PEOPLE TO USE CLAUDE TAG
Since Claude Tag is only available to Teams and Enterprise customers, you need to have at least 5 seats in your Claude org to use it. It’s not expensive though as the standard annual seats are $20 per month so $100 all in per month.
I think even single person orgs could benefit from Tag so unfortunately this is a somewhat accidental barrier due to the threshold for Teams plans requiring 5 people.
CLAUDE TAG CAN BE USED FOR PMO (MY FAVORITE FEATURE)
I was recently intrigued to learn about Axiamatic. They have used AI to replace the PMO function which is a big deal. Business transformation programs are very important and usually require a strong project management skillset: attention to detail, repetition, stakeholder management, etc.
Not all of the human aspects of project management can be replaced with AI software but at least you can passive aggressively tag Claude to remind that one person of their outstanding action items:
I wouldn't be surprised if being able to “install” project management excellence ends up being one of the most overlooked features.
YOU’RE GIVING CLAUDE A LOT OF CONTEXT
This is a double-edged sword of course. Claude will work better when it has access to as many Slack channels and threads as possible but the speed with which content multiplies in Slack is significantly larger than even a single user can create.
I still haven't enabled “memory” for any of my AI use and prefer to have explicit context in individual repositories but maybe this is the credit card moment of early e-commerce. We used to be afraid of putting the credit card number in. Now we don't even think about it (PayPal, Apple Pay, etc. make it safer too).
@CLAUDE HAS ITS OWN IDENTITY
As pointed out in the official docs, Tag pioneers a new agent identity model that effectively boils down to letting Claude be its own user in various apps that it accesses rather than being tied to a specific user. This is somewhat inevitable but still worth highlighting as it gives Claude more autonomy at the level of an organization.
However, there is an important exception to this: if you DM Claude, it will act as you so you can't ask it to secretly do something harmful without taking ownership.
TAG IS MULTIPLAYER
It’s cool but I could also see this getting somewhat annoying. Another colleague can interrupt my prompt mid workflow:
Each Slack thread basically becomes a multiplayer “chat tab” form the perspective of interacting with Claude.
You can also share tools, currently this requires the use of MCP to add new “connections”. This is more heavyweight than using Claude locally with console interfaces but the limitation makes sense given these Slack threads need to operate in a sandbox environment and access other tools via HTTP.
You can also set up a skills repository to share custom skills across users.
Overall, the implementation seems simple enough to see adoption with the right amount of flexibility. Normally, large companies would be slow to adopt tools like this, but there are 2 recent exceptions.
During the pandemic, Slack & Zoom became defaults for companies of all sizes at an unreasonable rate (Zoom fell off afterwards once security concerns were revealed). So there really isn't a better trojan horse than Slack for Claude to see the same rate of adoption.
We will look back at this as a pivotal moment in AI adoption. I expect OpenAI to launch their Slack agent soon and I can't wait to see Codex/Claude arguing and collaborating with each other side by side in every org.