Working Notes on Agent Systems/Brad Zhang

Project dossier

paper-pal

Research reading as an active workflow of return, notes, and synthesis.

TypeScript · 2 stars / 0 forks · Active Jan 4, 2026 · GitHub

What this repository answers

<div align="center"> <img width="1200" height="475" alt="GHBanner" src="unnamed.jpg" /> </div> Run Locally **Prerequisites:** Node.js Install dependencies: npm install Set the GEMINI_API_KEY in .env.local to your Gemini API key Run the app: npm run dev

Workflow replaced: PDF hoarding and one-pass reading that never turns into reusable understanding.

Why it matters: Serious AI work depends on reading systems, not just browsing papers. This project treats comprehension as production work.

How it gets used

  • Build better research loops inside AI teams.
  • Turn technical reading into a durable internal knowledge asset.
paper-pal artifact
Figure 1 / project artifact

README

GHBanner

Run Locally

Prerequisites: Node.js

  1. Install dependencies:
    npm install
  2. Set the GEMINI_API_KEY in .env.local to your Gemini API key
  3. Run the app:
    npm run dev
paper-pal | Open Source Project | Working Notes on Agent Systems