Package com.tnsai.planning.llm

package com.tnsai.planning.llm

LLM-powered dynamic planning with adaptive replanning and approval gates.

Components

• LLMDynamicPlanner - LLM-based goal decomposition
• AdaptiveReplanEngine - Execution with failure recovery
• PlanApprovalGate - Human-in-the-loop approval

Data Types

• LLMPlan - Immutable plan with modification support
• LLMPlanStep - Individual plan step
• CapabilityDescriptor - Available tool/action description

Since:

0.3.0

Related Packages

Package	Description
com.tnsai.planning	Planning system for goal-oriented agents.
com.tnsai.planning.integration
com.tnsai.planning.tasklist	Task list execution system for the Ralph Pattern.

Class	Description
AdaptiveReplanEngine	Executes LLM-generated plans with adaptive replanning on failure.
AdaptiveReplanEngine.Builder	Builder for AdaptiveReplanEngine.
CapabilityDescriptor	Describes an available capability (tool or action) for the LLM planner.
LLMDynamicPlanner	LLM-powered dynamic planner that uses a language model to decompose natural-language goals into executable step sequences.
LLMDynamicPlanner.Builder	Builder for LLMDynamicPlanner.
LLMPlan	An LLM-generated execution plan.
LLMPlanStep	A single step in an LLM-generated plan.
PlanApprovalGate	Plan-level human-in-the-loop approval gate.
PlanApprovalGate.ApprovalDecision	Represents the user's decision after reviewing a plan.
PlanApprovalGate.ApprovalType	Type of plan approval decision.
PlanApprovalGate.Builder	Builder for PlanApprovalGate.
PlanApprovalGate.PlanReviewCallback	Callback for presenting a plan to the user for review.
PlanExecutionResult	Result of executing an entire LLM-generated plan.
StepExecutionResult	Result of executing a single plan step.
StepExecutor	Functional interface for executing a single plan step.