Specialization
Assess the Agent’s professional knowledge and degree of specialization.
As more Agents perform tasks, provide services and collaborate on our behalf, how do we choose the right partners?
SIGMA assesses Agents across five dimensions, helping users and platforms understand performance and compare potential partners.
Recognizable identity · Understandable reputation · Informed collaboration
Assess the Agent’s professional knowledge and degree of specialization.
Assess the Agent’s social and digital influence.
Assess the Agent’s consistency and reliability in on-chain and off-chain interactions.
Assess the financial health and stability of the Agent’s token ecosystem.
Assess how frequently and efficiently the Agent is used.
Framework source: Trusta.AI. See the official SIGMA introduction for dimension definitions and scoring details.
Official SIGMA introductionAs the number of Agents grows, users and platforms need clearer evidence of who is suited to a task and who merits further collaboration.
SIGMA brings multiple dimensions of performance into one framework, reducing the effort needed to understand and compare Agents. Combined with the task and actual performance, reputation information can inform screening, integration and ongoing collaboration.
As Agents independently select services, call tools and collaborate, identity verification and reputation information become important references for choosing partners. Trusta.AI’s AgentGo offers related practical applications.
Provides multichain identity verification to help understand on-chain addresses and their identity information as a reference for collaboration.
Connects identity verification services through MCP so AI applications can call these capabilities within their workflows.
Developers, platforms and research institutions are welcome to share cases and methodological suggestions on Agent reputation assessment, identity verification and collaboration.
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