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Not using OpenClaw - but I have a limited agent running that currently does a few things well.

Morning Briefing: - it reads all my new email (multiple accounts and contexts), calendars (same accounts and contexts), slack (and other chat) messages (multiple slacks, matrix, discord, and so on), the weather reports, my open/closed recent to dos in a shared list across all my devices, my latest journal/log entries of things done. Has access for cross referencing to my "people files" to get context on mails/appointments and chat messages.

From all this, as well as my RSS feeds, it generates a comprehensive yet short-ish morning briefing I receive on weekdays at 7am.

Two minutes and I have a good grasp of my day, important meetings/deadlines/to dos, possible scheduling conflicts across the multiple calendars (that are not syncable due to corporate policies). This is a very high level overview that already enables me to plan my day better, reschedule things if necessary. And start the day focused on my most important open tasks/topics. More often than not this enables me to keep the laptop closed and do the conceptual work first without getting sucked into email. Or teams.

By the way: Sadly teams is not accessible to it right now. MS Power Automate sadly does not enable forwarding the content of chats. Unlike with emails or calendar appointments.

Just for that alone it is worth having it to me. YMMV.

I also can fire a research request via chat. It does that and writes the results into a file that gets synced to my other devices. Meaning I have it available at any device within a minute or so. Really handy sometimes. It also runs a few regular research tasks on a schedule. And a bit of prep work for copy writing and stuff like this.

Currently it is just a hobby/play project. But the morning briefing to me is easily worth an hour of my day. Totally worth running it on my infra without additional costs.



>possible scheduling conflicts across the multiple calendars (that are not syncable due to corporate policies)

Doesn't this sorta defeat those policies though? Now all of your calendars are "synced" to a random unvalidated AI agent.


Unless this whole setup is self-hosted (which I doubt), it's also uploaded to some data lake of a company which is in business of profiting from information.

Intelligence agencies are really heading into a golden age, with everyone syncing all the data they have to the cloud, in plaintext. I mean it was already bad, but it's somehow getting worse.


The thing about that is the benefits, saving a couple minutes a day and not having to click to different windows where the information is stored, is apparent and intimidate whereas the harms associated with loosing most, if not all your privacy and security isn't felt in the same type of immediate way, so the dopamine of the positive effects completely overwhelms. It is hard for many people to be able to weigh different cost/benefit in situations where it is so one sided on the immediacy spectrum.


> Sadly teams is not accessible to it right now. MS Power Automate sadly does not enable forwarding the content of chats. Unlike with emails or calendar appointments.

In the spirit of CLIs being easy on your tokens:

https://pnp.github.io/cli-microsoft365/cmd/teams/chat/chat-g...

Use the JSON responses for full detail including e.g. reactions.

Composio, behind the blog post, offers "Enterprise" pricing, and has no Teams examples. A stat HN ignores: 85% of SMBs are on M365, not Google Workspace and Slack.

You can pick winners and losers in a segment early, by whether they treat M365 as a first class platform or pretend it doesn't exist. Check for the "Continue with Microsoft" button or support for OIDC not just SAML+SCIM, as well as examples for Teams.

This isn't just true for YC classes, holds true for unicorns. Compare Anthropic's "Claude in Excel" and "Claude in PowerPoint" instead of in Google Docs or Sheets, and guess which firm has a better grasp of how business works outside the valley. And yeah, Claude in Chrome works in Edge (and the lack of just renaming and posting Claude in Edge for normals to find is an ANTHROP\C miss).


> Morning Briefing

How do you ensure that it's not hallucinating stuff, or ignoring something important?


What are you using for email integration?

I want to setup agent to clean up my gmail inbox which has many thousands of unread messages.


I recently started having my AI assistant help clean up my email gradually. (Using stumpy.ai for what it's worth.)

The way I do it is every morning we go through recent emails in my inbox one at a time. If I want to mark it as spam, delete it, add it to my calendar, whatever, I explain to the agent why in detail. Over time it builds up an understanding of how I handle a lot of things, it needs to show me less and less, and it handles more and more on its own.

I also told the assistant to check my email on its own once per hour and auto-action what it can. That helps keep junk from building up, and it alerts me via SMS if something high priority shows up (e.g. user reporting a bug).

Point is there was never a point where it just ran for a long time and magically cleaned everything up just how I'd have wanted. I have like 7k emails in my inbox, that wouldn't be practical. But the number is going down now gradually, instead of up. I've had a chance to teach it and let it establish trust that it's doing things the right way. Which feels safer.


this is the approach that actually makes sense to me. gradual trust not yolo from day one. curious though, can you see what it learned about your patterns or is it a black box? like if it starts auto-archiving something you actually wanted, how do you debug that


Why an agent? Why not simply filter by unread, select all and mark as read? I recently did this with my email accounts which has many thousands of unread emails.


gogcli is good for this purpose. You can use it with openclaw or with coding agents like Codex or Claude code.


Would you mind adding some details about how this is actually setup?


I run my own claw on a hetzner setup. The claw writes his own code based on some rules I gave to him (20 prs per day). it's active on moltbook and has access to my whatsapp, Gmail etc. dangerous it is. But fun as well. Specially fun to see which features it decides to build. https://github.com/holoduke/myagent


What gpu hardware/model? Good enough?


Small vps 5 euros a month. Uses the Claude cli . No compute needed on running machine.




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