L'infrastruttura agente per il mondo fisico.

# pip install gns-aip
from gns_aip import AgentIdentity, DelegationCert, ComplianceScorer

# 1. Create agent with Ed25519 keypair
agent = AgentIdentity.generate()

# 2. Delegate from human principal
cert = DelegationCert.create(
    issuer=human_keypair,
    subject=agent.public_key,
    scope=["read", "write"],
    territory=["8428309ffffffff"],
    ttl=86400
)

# 3. Score compliance — real-time, auditable
score = ComplianceScorer.compute(agent)
# ComplianceScore(tier='VERIFIED', score=62)

// npm install langchain-gns-aip
import { GnsAipCallbackHandler } from 'langchain-gns-aip';
import { LLMChain } from 'langchain/chains';

// One callback handler — that's it
const handler = new GnsAipCallbackHandler({ agent, delegation: cert });

const chain = new LLMChain({
  llm,
  prompt,
  callbacks: [handler]   // Every LLM call now carries a signed identity
});

// Every chain invocation is now signed, scoped, and auditable
await chain.invoke({ input: "Analyse this grid anomaly" });

# pip install crewai-gns-aip
from crewai_gns_aip import GnsIdentityTool, gns_step_callback
from crewai import Crew, Agent, Task

analyst = Agent(
    role="Grid Analyst",
    tools=[GnsIdentityTool(identity=agent, delegation=cert)]
)

crew = Crew(
    agents=[analyst],
    tasks=[task],
    step_callback=gns_step_callback   # Every step signed + logged
)

crew.kickoff()  # Full delegation chain in audit log