I’m excited to kick off the CHT-Agent / Multi-Agent Squad!
Our work focuses on developing a Hierarchical Multi-Agent System designed to empower community health systems built with the CHT. The goal is to build a collaborative environment where specialized agents covering research, development, and QA, work together to automate workflows and improve the CHT development process.
I’ll be leading coordination for this squad to help keep our progress moving.
One of our first priorities is finalizing the Research Supervisor for release and sharing that first feature during a community call. To stay aligned, I’d like to establish a weekly sync call.
Please reply with your timezone and a preferred 60-minute window so we can find a recurring time that works for everyone interested in participating.
Ways to Contribute
We want to ensure anyone interested can support the squad, regardless of whether you have a Claude subscription. There are several ways to contribute:
System Development: Working directly on the agent architecture and multi-agent coordination.
Issue Categorization: Helping categorize existing GitHub issues into domain categories (webapp, api, shared-libs, etc.). This is crucial for building context and improving agent accuracy.
Testing & Review: Validating agent outputs, testing the Research Supervisor, and providing feedback on system logic.
Documentation: Improving agent prompts, context files, and system documentation.
Join the Squad
If you’d like to be involved, please reply to this thread and let us know:
What part of the vision interests you most?
Your availability for the weekly sync call (timezone + preferred time window).
Which areas you’d like to focus on (development, categorization, testing, documentation, etc.).
Your availability for the weekly sync call (timezone + preferred time window).
I’ll be able to join a meeting sync every other week / bi-monthly. Preferred day(s) are Tuesday or Wednesday. Since my time zone will likely be an outlier (MST): I’m flexible participating during my late evenings, like 11pm MST.
Looking at the preferences shared so far, it seems Wednesdays are a great overlap day for us. To help bridge the gap between MST, EAT, and NPT, I wanted to propose two specific slots on Wednesdays to see which the group prefers:
Option 1: 7:45 PM NPT / 7:00 AM MST / 5:00 PM EAT
Option 2: 8:45 PM NPT / 8:00 AM MST / 6:00 PM EAT
Option 1 lands right at the start of Ben’s preferred window, though it’s quite an early start for Hareet. Option 2 moves us slightly later into the evening for those of us in EAT/NPT but might be a bit more manageable for the MST morning.
Does either of these work better for the squad? Looking forward to getting this started!
Yes, you’d need to validate the research and plan before implementation starts. Although the research output should improve over time as we build better context, it’s still important to review it at this checkpoint. This prevents wasted development effort if the research agent misunderstands the issue or suggests the wrong approach.
Ahhh so we are basically building a good dataset by using this framework? Then further we are going to take it to prod without human in the loop, is it?
Yes and no. Each task the system solves creates context that improves future outputs, so the agents get better over time. However, we’ll likely always keep the human checkpoints. They’re a core part of the architecture, not just training wheels. Even in production, you’d want to review research before committing development resources, and validate implementation before merging code.
I’ve officially created a recurring bi-weekly meeting in the CHT calendar for Wednesdays at 8:45 PM NPT / 8:00 AM MST / 6:00 PM EAT. Please add it to your calendar as well to receive notifications.
Looking forward to the kick-off next week!
CHT Multi-agent System Squad
Google Meet joining info
Video call link: https://meet.google.com/dfv-zeoa-swp
Or dial: <U+202A>(US) +1 305-912-4546<U+202C> PIN: <U+202A>521 014 686<U+202C>#
More phone numbers: https://tel.meet/dfv-zeoa-swp?pin=8992537402696
Coordination & Weekly Sync
Ways to Contribute
Join the Squad
) if this works for you, or let me know if you have any major conflicts with this slot.