Recursive Cognitive
Orchestration

Create and execute complex sub-plans using recursive planning strategies. Dynamically switch cognitive modes, propagate context, and aggregate results to solve multi-stage problems with precision.

Abstract 3D recursive neural network nodes representing sub-planning

Core Capabilities

Powered by the SubPlanningTask engine.

Recursive Planning

Supports multiple levels of recursion, allowing complex goals to be broken down into manageable sub-tasks automatically.

Adaptive Cognition

Configure specific cognitive strategies (Fast, Detailed, Creative) for different branches of the execution tree.

Context Propagation

Seamlessly passes context and dependencies down to sub-plans and aggregates results back up for summarization.

Execution Pipeline

3D isometric visualization of cognitive execution pipeline
01

Goal Definition

User defines high-level planning_goal and optional context.

02

Strategy Selection

System selects CognitiveMode and decomposes the problem.

03

Recursive Execution

Sub-tasks are spawned, executed, and monitored for depth limits.

04

Aggregation

Results are collected and summarized into a final report.

Task Simulator

Configure the SubPlanningTaskExecutionConfigData and visualize the output.

Ready to execute. Configure inputs and click Run.

Waiting for execution...

When to Use

Abstract geometric composition representing organized complexity

Complex Research

When a topic requires breaking down into historical, technical, and social sub-analyses before synthesis.

Software Architecture

Planning a system where sub-components (Database, API, UI) need individual planning strategies.

Strategic Reporting

Generating comprehensive business reports that require aggregating data from multiple distinct domains.