Single Agent with LLM Enrichment
AEL (Action Execution Loop) integration. Validates LLM-enriched plan generation.
Goal
Validate that the runtime can integrate LLM reasoning in plan generation.
Success Criteria
LLM-enriched plan is schema-valid and traceable.
Sequence
Execution Steps
The normative sequence of operations for this flow.
Initial Context
Context with high-level intent.
LLM Enrichment
AEL generates enriched plan from intent.
Plan Validation
Enriched plan passes schema validation.
Execution
Plan executed with full traceability.
Initial Context
Context with high-level intent.
LLM Enrichment
AEL generates enriched plan from intent.
Plan Validation
Enriched plan passes schema validation.
Execution
Plan executed with full traceability.
Normative
Normative Scope
This flow normatively aggregates and enforces existing constraints from the following MPLP modules.
Core Module
AEL enrichment MUST produce schema-conformant plans.
Plan Module
LLM-generated plans MUST be fully traceable.
Trace Module
Enrichment reasoning MUST be captured in trace.
Validation
Failure Conditions
Execution of this flow MUST be considered non-conformant if any of the following conditions occur.
LLM-generated plan violates schema.
Enrichment reasoning is not traceable.
Non-deterministic output in golden test context.
Context-plan binding is incorrect after enrichment.
Protocol Conformance Requirement
Any MPLP-conformant runtime is expected to pass this flow without violating any of the normative constraints defined above.
Failure to satisfy this flow results in a non-conformant MPLP implementation.