The "Logic-Node" SOP
Playbook #004: The "Logic-Node" SOP
Executive Brief
To satisfy compliance, force your models to state their intent, constraints, and risk calculations before executing any external action. Turn the black box into a glass box.
Questions to Consider
- “Does the agent declare its specific intent before hitting the external API?”
- “Do we have a dependency check that blocks intents violating board-level rules?”
Expected Excuses
- The system prompt implies the constraints.
- Adding metadata wrappers slows down the execution time.
Executive Script
Tell your team: 'Every autonomous action must be preceded by a human-readable metadata tag. Stop guessing what the AI thought.'
The Friction
Organizations deploy agents without establishing a requirement for models to explain their intent prior to execution. This lack of transparency means that when an error occurs, forensic analysis is impossible.
The Playbook: The Verification Loop Filter
This framework implements a mandatory 'Metadata Wrapper' around every model call. It requires the agent to state its 'Intent,' 'Assumed Constraint,' and 'Calculated Risk' before executing an action. This turns a 'Black Box' into a 'Glass Box' for compliance officers.
Step 1: Intent Tagging
The agent must log a 1-sentence plain-text intent before calling any function.
Step 2: Dependency Verification
The system checks if the intent violates pre-set board-level governance rules.
Step 3: Reasoning Replay
A secondary, smaller model audits the transcript for logic inconsistencies.
The Verification Loop Filter
The Agentic Action
Core Execution Layer
Strategic Constraint
Compliance / IT
P&L Impact
Risk Mitigation
Signal Strength
Mandatory Update