Single Agent with LLM Enrichment
AEL (Action Execution Loop) integration. Validates LLM-enriched plan generation.
Website Source Model
Actual page source: Website aggregate projection layer in MPLP_website/lib/content/flows.ts.
Upstream provenance: IDs, titles, and boundary classification come from tests/golden/flows/registry.ts; per-flow scenario detail is summarized from the upstream asset tests/golden/flows/flow-04-single-agent-llm-enrichment/README.md. The Docs page is a secondary reference at verified flow reference.
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
Website summary of the scenario sequence represented by 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.
Core Boundary
Core Flow Scope
This core flow aggregates the published boundary expectations 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 core flow should be treated as outside the published boundary expectations 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.
Core Published Boundary
FLOW-01~05 form the published v1.0 core boundary. Implementations are expected to satisfy this flow without violating the upstream constraints summarized above.
Failure to satisfy this core flow indicates that the published core-boundary expectations were not met.