Kanta Saito
Projects

ECE 605 · Grok Bot Agent Workflow

A team of Grok bots that handles the reading workflow for ECE 605. One bot orchestrates; the others research, summarize, build decks, and push the results to GitHub as pull requests. It runs on a schedule, weekday mornings, without being asked.

Agent pipeline A weekday schedule triggers the Paper Manager, which coordinates a researcher, a summarizer, a slide maker and a pull request manager. The pull request manager opens a PR on the ECE605-Papers repository, which appears on the PR board. Weekdays, 8:00 AM Paper Manager · KanBot orchestrates the run Researcher finds the papers Summarizer writes the summary Slide Maker builds the deck PR Manager commits & opens PRs ECE605-Papers pull request, then the PR board
One scheduled run, start to pull request.

The bots

Paper Manager · KanBot
Admin. Assigns work and holds the schedule.
Paper Researcher
Pulls the assigned arXiv papers and their lineage.
Paper Summarizer
Writes the summary for each reading role.
Slide Maker
Turns the summary into a deck.
GitHub PR Manager · Action man
Commits the output and opens the pull request.
Ablation Expert & Helper
Run the ablation experiments for the paper under review.

The workspace

The bot workspace: a sidebar of seven bots, and the Paper Manager posting a completed paper pack with PDFs and a pull request link.
The Paper Manager closing out a run and posting the pull request.

Built during Build with Grok Bot at Hawaii Tech Week, September 5, 2026.

Repository Live PR board