Implementing Minimal Conformance¶
Minimal Conformance
Implement core ACGP features for development and testing environments.
Overview¶
Time to implement: ~2-4 hours
Suitable for: Development, testing, proof-of-concept
Not suitable for: Production systems
What You'll Build¶
- Message passing between agent and steward
- Core cognitive trace creation
- Simple intervention handling (OK/BLOCK)
- Minimal logging
What's Not Included¶
- Full ARS framework
- Audit logging
- Trust scoring
- Advanced security
- Governance contracts
Requirements¶
- ACGP SDK installed
- Basic programming knowledge
- ~2-4 hours of time
Implementation Steps¶
Step 1: Initialize Steward¶
from acgp import GovernanceSteward
steward = GovernanceSteward(
conformance_level="minimal",
acl_tier="ACL-1"
)
Step 2: Create Cognitive Traces¶
from acgp import CognitiveTrace
trace = CognitiveTrace(
reasoning="User requested data export",
action="export_data",
parameters={"format": "json"}
)
Step 3: Evaluate and Handle Interventions¶
result = steward.evaluate(trace)
if result.intervention in ["OK", "NUDGE"]:
execute_action()
elif result.intervention == "BLOCK":
log_blocked_action()
Complete Example¶
See Quick Start Guide for a complete working example