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This is what my agent sent me this morning

Quick update: Paperzilla now provides a Markdown version of every paper in your feed via CLI and MCP.

Rather than explain what that enables in the abstract, I thought it'd be more useful to show you the kind of note I now get every morning from my agent checking one of my Paperzilla projects:

🦞

CLAWD

Morning brief — Living Claims Ledger Agent

Top paper today: AISSISTANT: Human-AI Collaborative Review and Perspective Research Workflows in Data Science

Because you're currently exploring human-in-the-loop research workflows, this one is unusually close to the direction you care about.

Why it matches:

  • human-in-the-loop by default, which lines up with the trustworthy workflow direction
  • agent + tool orchestration in a multi-step pipeline, which feels close to how Paperzilla could power downstream workflows
  • practical workflow ideas we can inspect and borrow

Caveat: not a perfect product fit — it leans more toward review/perspective writing than continuous monitoring — but it still feels worth reading.

That's the basic idea: Paperzilla finds the new papers, and an agent can read them, use context on what you're working on right now, and send you a short brief on what actually matters.

Also, we can immediately keep on discussing about the paper. No need to switch to another chatbot. My agent already knows what I am interested in, so all relevant context is in a single spot.

I wrote up two example setups if you want to try it:

I'm also putting the custom skills in our GitHub repo, so you can copy the workflow instead of starting from scratch:

If you try it, please share your setup with me. Or if you need help, you know where to find me.

Best, Mark