Start from one paper
Paste a title or arXiv link. Summlit builds the skill ladder you need — foundations through paper-specific ideas.
Start the climb. Summlit keeps the map.
Literature review as a skill tree you can climb.
One paper becomes a climb. Related works show coverage of what you already know — without turning reading into another tool to manage.
Invite-only while we keep the corpus intimate. Concept notes, coverage, and climbs in one place.
How it works
Summlit gives you one place to start a paper, own the prerequisites, and keep notes you can return to.
Paste a title or arXiv link. Summlit builds the skill ladder you need — foundations through paper-specific ideas.
Mark skills understood. Related papers show coverage of what you already know, so the next read is never from zero.
Each concept is a living page — Markdown, figures, intuition — so your graph becomes a knowledge library, not a checklist.
Who it is for
Whether you’re leading a lab reading group or climbing one paper at a time, the job is the same: keep the hierarchy clear.
Keep a living map of the papers that matter and what you still need to own.
Turn target papers into skill trees you can climb between experiments.
Share a map structure so everyone sees the same concept hierarchy.
Point learners at prerequisites before they dive into the hard paper.
Waitlist
Access is invite-only. Ask for access — an admin will approve your email when a spot opens.
Before you start
Yes for now. Join the waitlist and an admin will open access for your email.
Start with the paper you care about
Join the waitlist, open your first climb, and grow a concept graph you’ll actually reuse.