Kanta Saito
Projects

ECE 605 · Grok Bot Agent Workflow

Completed · 2026

Seven Grok bots handled ECE 605 reading assignments. A manager coordinated research, summaries, slide decks, and GitHub pull requests on a weekday schedule.

Agent pipeline A weekday schedule triggered the Paper Manager, which coordinated a researcher, a summarizer, a slide maker and a pull request manager. The pull request manager opened a PR on the ECE605-Papers repository. 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
One scheduled run, start to pull request.

The bots

Paper Manager · KanBot
Admin. Assigned work and held the schedule.
Paper Researcher
Pulled the assigned arXiv papers and their lineage.
Paper Summarizer
Wrote the summary for each reading role.
Slide Maker
Turned the summary into a deck.
GitHub PR Manager · Action man
Committed the output and opened the pull request.
Ablation Expert & Helper
Ran 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