Productivity
Research papers, repositories, and articles about productivity
Showing 8 of 8 items
Synthetic Computers at Scale for Long-Horizon Productivity Simulation
Builds thousands of synthetic "computers" with realistic files and calendars to simulate month-long knowledge work for AI agents. Each run spans 8+ hours and ~2,000 steps, yielding dense signals for training long-horizon productivity agents. If you are designing office copilots or agent training curricula, copy this setup to cheaply generate rich experience data. ([arxiv.org](https://arxiv.org/abs/2604.28181))
phuryn/pm-skills
A marketplace of 100+ production-ready skills and commands tuned for product management workflows. It gives coding agents concrete abilities across discovery, planning, launch, and growth without reinventing every skill from scratch.
lfnovo/open-notebook
open-notebook recreates NotebookLM as an open-source app with more control and features. It lets you spin up your own AI notebook that reasons over your documents without being locked into a single provider.
anthropics/knowledge-work-plugins
Open set of plugins for knowledge workers using Claude in tools like Notion, Google Docs, and more. Encodes repeatable workflows as reusable skills. If you’re productizing AI at work, this is both a starter kit and a pattern for packaging tasks.
next-ai-draw-io
A Next.js web app that layers natural-language-driven AI editing on top of draw.io diagrams, letting you create and modify diagrams through prompts. Great if your team lives in diagrams and you want AI to help refactor system designs. ([github.com](https://github.com/trending?since=daily))
refactoringhq/tolaria
Tolaria is a desktop app for managing markdown knowledge bases, often paired with local LLMs. It makes it easier to turn notes into an AI-ready memory store. Try it if your personal or team knowledge is scattered across files and you want AI on top.
teng-lin/notebooklm-py
Unofficial Python API for Google NotebookLM. Handy if you want to script NotebookLM workflows or integrate it into your data and note systems.
chidiwilliams/buzz
A desktop app that wraps Whisper for local transcription and translation. It turns powerful speech models into a one-click tool for creators and analysts.