inferred from GitHub
kyojo humanitarian coordination hub
Core trick
Six sub-agents reason over shared situation state and push updates to clients via server-sent events from a REST endpoint.
Evidence
README matched "Built with Opus 4.7":   
Tags
PascalBurume/kyojo-humanitarian-coordination-hub★ 00 forksMITCreated May 29, 2026 · last push May 29, 2026
README excerpt
# Kyōjo (共助) — Real-Time Humanitarian Coordination Hub > A real-time disaster-preparedness and response platform for Japan, combining a six-subagent orchestrator with a live REST + SSE event feed.    **Built for the "Built with Opus 4.7" hackathon.** *Kyōjo* (共助) is the Japanese concept of mutual aid between neighbors in times of disaster. ## Overview Kyōjo coordinates disaster preparedness and response in real time. A six-subagent orchestrator reasons over the evolving situation while a live REST + Server-Sent Events (SSE) feed pushes updates to connected clients, and a `/nearby` places proxy surfaces relevant facilities and resources. This release is **MVP Phase 1** of a broader civic-resilience vision. ## Architecture - **Six-subagent orchestrator** (LangGraph) — decomposes coordination tasks across specialized agents. - **REST + SSE event feed** — streams live situational updates to the frontend. - **`/nearby` places proxy** — wraps Google Places to locate shelters, hospitals, and resources. ## Tech Stack Python · FastAPI · REST + SSE · LangGraph (6-subagent orchestrator) · Next.js · Google Places API ## Getting Started ```bash git clone https://github.com/PascalBurume/kyojo-humanitarian-coordination-hub.git cd kyojo-humanitarian-coordination-hub # Backend cd bac