tokens&
BrowseFor enterprises
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Product launches
  • Builder projects
  • Startup credits and perks
  • Agent Skills
  • Published agents
  • API and agent docs
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Hackathon
  2. Project gallery
  3. Galya Self Improving Taste Agent
Anonymous builder4 months agoJudging locked: Self-Evolving Agents Hackathon

Galya Self Improving Taste Agent

a self improving agent where the agent learns a user's conversational and problem solving taste.

Community votes recognize the build and do not affect official judging.

Review the project

Start with the source code, then open the demo or video if available.

View GitHub repository
Watch demo videoProject gallery
Demo video
Watch demo video
Project description
Galya's World Taste Model can predict a user's taste, we use it along with Band and Pioneer to run a simulation to demonstrate a self improving agent where the agent learns a user's conversational and problem solving taste. For this hackathon specifically we trained a specific version of our model on LLM conversational datasets. We wanted to also train it on images and show how the conversational user history can be transposed in our model to predict visual taste as well. We dropped this for lack of time. We rebuilt the agent using Guild as well.
Project links
  • GitHub repository
  • Demo video
Tools used
  • Band logoBand

    Provider website

    Sign in to visit
  • Pioneer logoPioneer

    Provider website

    Sign in to visit
  • Guild.ai logoGuild.ai

    Provider website

    Sign in to visit