Examples

Complete working examples for different ACGP implementations.

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By Conformance Level

• Minimal Implementation

  Minimal

  Minimal ACGP implementation for development and testing

• Standard Implementation

  Standard

  Production-ready implementation with full features

• Complete Implementation

  Complete

  Mission-critical implementation with advanced security

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By Use Case

Customer Service Agent

Simple customer service bot with refund capabilities

from acgp import GovernanceSteward, CognitiveTrace

steward = GovernanceSteward(
    acl_tier="ACL-2",
    blueprint="customer-service",
    tripwires={"max_refund": 500}
)

# Agent decides to issue refund
trace = CognitiveTrace(
    reasoning="Customer complaint is valid, product defective",
    action="issue_refund",
    parameters={"amount": 100}
)

result = steward.evaluate(trace)
if result.intervention == "OK":
    process_refund(100)

Financial Trading Agent

High-stakes trading agent with strict oversight

steward = GovernanceSteward(
    acl_tier="ACL-4",
    blueprint="financial-trading",
    tripwires={
        "max_transaction": 10000,
        "daily_limit": 50000
    }
)

Data Processing Agent

Batch data processor with moderate autonomy

steward = GovernanceSteward(
    acl_tier="ACL-2",
    blueprint="data-processing",
    tripwires={
        "max_records": 10000,
        "max_modifications": 1000
    }
)

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By Framework

• LangChain - See Integration Guide
• Autogen - See Integration Guide
• Custom Agents - See Integration Guide

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Quick Start Implementation Guides