Proposal: Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation — Agent-as-Service: ASU Encapsulation for Agent Framework

Hi @microsoft/agent-framework team,

I recently published a research paper: "Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation".

Core Problem: Current agent frameworks compose agents by wiring tools together at the function level. But this is like "handing someone a wrench and a manual" instead of "giving them the car, already fixed."

Key Contributions:

1. Agent Service Unit (ASU) — A formal five-tuple definition that encapsulates an agent with its own reasoning engine and memory into a single service endpoint, bypassing the function-level bottleneck
2. Physical-level memory isolation — Unlike prompt-engineering isolation schemes, each ASU owns its memory space, eliminating cross-tenant context pollution at the architectural level
3. Semantic ontology + dual-layer discovery — Intent-driven matching replaces manual tool wiring

Why This Matters for Agent Framework:

• Agent Framework already leads in agent orchestration. The next step is treating agents as composable services rather than tool pipelines
• ASU encapsulation maps naturally to Agent Framework's state management — each ASU maintains its own state graph while exposing a standardized API contract
• This could enable a "plugin marketplace" where agents are packaged, discovered, and invoked without framework-level reconfiguration

Links:

• Full paper: https://zenodo.org/records/20789868
• Code/Repo: https://github.com/gymaira1990-jpg/catnest/tree/main/08-%E9%87%91%E9%97%AA%E9%97%AA%E5%8D%8F%E8%AE%AE

Curious what the team thinks about pushing agent granularity from tools to services.

Thanks!
GCat