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AI agents: This page is available as markdown. See also the docs index and full docs.

1) Define your project

You provide:
  • Categories
  • Interest description
  • Include keywords
  • Exclude keywords
This defines your research intent.

2) Paperzilla evaluates new papers

As new papers arrive, Paperzilla evaluates them against your project and assigns relevance classes. In-app filters expose this as:
  • Must Read
  • All (Must Read + Related)

3) You consume results where you work

For each project, you can consume results through:
  • In-app feed
  • RSS/Atom URL
  • CLI (pz)
  • Email digests

4) You refine signal quality over time

You improve relevance by updating:
  • Interest text
  • Include/exclude keywords
  • Adjacent papers toggle
  • Max papers per email
  • Pause/resume state

Fast discovery and curated briefing

Paperzilla supports two rhythms:
  • Fast: in-app feed for immediate discovery
  • Curated: email digests for controlled review