[GH-ISSUE #241] Proposal: Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation — An Open Protocol Standard for the Agent Ecosystem #88

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opened 2026-10-26 09:45:12 +00:00 by bsakaguchi · 0 comments

bsakaguchi commented

2026-10-26 09:45:12 +00:00

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Originally created by @gymaira1990-jpg on GitHub (Jun 22, 2026).
Original GitHub issue: https://github.com/deepseek-ai/awesome-deepseek-agent/issues/241

Hi @deepseek-ai team,

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

Core Problem: The agent ecosystem is fragmenting. MCP unified tool calling, but there's no open standard for agents to discover, trust, and collaborate with each other across organizational boundaries.

Key Contributions:

Goldshine Protocol — A four-layer open protocol (Interface + Semantic + Trust + Network) for decentralized agent capability delivery
Agent Service Unit (ASU) — A formal definition enabling any agent to expose itself as a network-addressable service with a standardized contract
Decentralized trust system — Multi-dimensional reputation + staking slashing + tiered arbitration, verified through evolutionary game theory simulation
Economic governance — Token-anchored incentive mechanism for capability providers

Why This Matters for awesome-deepseek-agent:

This is the protocol layer that the agent ecosystem currently lacks — like HTTP for the web or BGP for routing, defining how agents interconnect
DeepSeek's models power many agent systems; a protocol standard ensures these systems can interoperate
The paper includes formal definitions and reproducible simulations, making it a reference for protocol-level discussions

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

Hoping this could spark discussion about protocol standardization in the agent ecosystem.

Thanks!
GCat

Originally created by @gymaira1990-jpg on GitHub (Jun 22, 2026). Original GitHub issue: https://github.com/deepseek-ai/awesome-deepseek-agent/issues/241 Hi @deepseek-ai team, I recently published **"Goldshine Protocol: A Decentralized Global Capability Delivery Network Based on Agent Encapsulation"**. **Core Problem:** The agent ecosystem is fragmenting. MCP unified tool calling, but there's no open standard for agents to discover, trust, and collaborate with each other across organizational boundaries. **Key Contributions:** 1. **Goldshine Protocol** — A four-layer open protocol (Interface + Semantic + Trust + Network) for decentralized agent capability delivery 2. **Agent Service Unit (ASU)** — A formal definition enabling any agent to expose itself as a network-addressable service with a standardized contract 3. **Decentralized trust system** — Multi-dimensional reputation + staking slashing + tiered arbitration, verified through evolutionary game theory simulation 4. **Economic governance** — Token-anchored incentive mechanism for capability providers **Why This Matters for awesome-deepseek-agent:** - This is the protocol layer that the agent ecosystem currently lacks — like HTTP for the web or BGP for routing, defining how agents interconnect - DeepSeek's models power many agent systems; a protocol standard ensures these systems can interoperate - The paper includes formal definitions and reproducible simulations, making it a reference for protocol-level discussions **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 Hoping this could spark discussion about protocol standardization in the agent ecosystem. Thanks! GCat

bsakaguchi referenced this issue

2026-10-26 09:46:40 +00:00

[PR #88] docs: add @codeproxy/cli as lightweight alternative for Codex integration #192